Nameexact_genome_1512568488_41_7142_0
Workunit2607014
Created8 Dec 2017, 0:10:38 UTC
Sent8 Dec 2017, 0:13:36 UTC
Report deadline14 Dec 2017, 17:03:53 UTC
Received8 Dec 2017, 12:45:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 43 min 29 sec
CPU time2 hours 43 min 25 sec
Validate stateValid
Credit1,675.40
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.64 MB
Peak swap size152.30 MB
Peak disk usage1.21 MB

Stderr output

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

epoch time: 89.0580978394s, input_fired_time: 0.7539709806, output_fired_time: 0.4937702715, propagate_forward_time: 36.0257873535, propagate_backward_time: 49.7492485046, weight_update_time: 0.1014007330, other_time: 2.0353279114
epoch time: 6.9443063736s, input_fired_time: 0.0783281028, output_fired_time: 0.0000000000, propagate_forward_time: 6.5325136185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334646225
validation[          , genome  7142] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1102.15796, best error:      1102.15796 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 88.9020538330s, input_fired_time: 0.7530481219, output_fired_time: 0.5001123548, propagate_forward_time: 36.1515388489, propagate_backward_time: 49.4591178894, weight_update_time: 0.1008417010, other_time: 2.0382308960
epoch time: 7.2289099693s, input_fired_time: 0.0816972926, output_fired_time: 0.0000000000, propagate_forward_time: 6.8039965630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3432159424
validation[          , genome  7142] predictions:    9666/  10000 (96.66%), best:    9663/10000 (96.63%), error:      1122.68762, best error:      1102.15796 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 83.7624282837s, input_fired_time: 0.7185726762, output_fired_time: 0.4665813446, propagate_forward_time: 34.2034378052, propagate_backward_time: 46.4368553162, weight_update_time: 0.0968470946, other_time: 1.9369773865
epoch time: 6.7975802422s, input_fired_time: 0.0789501518, output_fired_time: 0.0000000000, propagate_forward_time: 6.3851122856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335180283
validation[          , genome  7142] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1095.95276, best error:      1095.95276 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 80.0531692505s, input_fired_time: 0.7050508261, output_fired_time: 0.4513248801, propagate_forward_time: 32.3936920166, propagate_backward_time: 44.6046028137, weight_update_time: 0.0938549265, other_time: 1.8985023499
epoch time: 6.7043704987s, input_fired_time: 0.0769773424, output_fired_time: 0.0000000000, propagate_forward_time: 6.3066821098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207111359
validation[          , genome  7142] predictions:    9624/  10000 (96.24%), best:    9671/10000 (96.71%), error:      1283.40234, best error:      1095.95276 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 89.8043365479s, input_fired_time: 0.7455453873, output_fired_time: 0.4962792695, propagate_forward_time: 36.6699600220, propagate_backward_time: 49.8986892700, weight_update_time: 0.0986660272, other_time: 1.9938659668
epoch time: 9.6001777649s, input_fired_time: 0.1008424684, output_fired_time: 0.0000000000, propagate_forward_time: 9.0829877853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163475037
validation[          , genome  7142] predictions:    9657/  10000 (96.57%), best:    9671/10000 (96.71%), error:      1181.32922, best error:      1095.95276 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 84.7313079834s, input_fired_time: 0.7310801744, output_fired_time: 0.4774361253, propagate_forward_time: 34.4137535095, propagate_backward_time: 47.1260604858, weight_update_time: 0.0978971571, other_time: 1.9829750061
epoch time: 6.5357117653s, input_fired_time: 0.0742144808, output_fired_time: 0.0000000000, propagate_forward_time: 6.1483278275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131694794
validation[          , genome  7142] predictions:    9641/  10000 (96.41%), best:    9671/10000 (96.71%), error:      1167.11182, best error:      1095.95276 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 78.1966247559s, input_fired_time: 0.7116905451, output_fired_time: 0.4417345524, propagate_forward_time: 32.3502845764, propagate_backward_time: 42.7439727783, weight_update_time: 0.0937822089, other_time: 1.9489402771
epoch time: 6.8012347221s, input_fired_time: 0.0787131637, output_fired_time: 0.0000000000, propagate_forward_time: 6.3910770416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314447403
validation[          , genome  7142] predictions:    9674/  10000 (96.74%), best:    9671/10000 (96.71%), error:      1147.69824, best error:      1095.95276 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 79.0335540771s, input_fired_time: 0.7131726146, output_fired_time: 0.4484100342, propagate_forward_time: 32.2435836792, propagate_backward_time: 43.6564254761, weight_update_time: 0.0928322598, other_time: 1.9719619751
epoch time: 7.2562289238s, input_fired_time: 0.0831415579, output_fired_time: 0.0000000000, propagate_forward_time: 6.8185753822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545122147
validation[          , genome  7142] predictions:    9625/  10000 (96.25%), best:    9671/10000 (96.71%), error:      1225.08008, best error:      1095.95276 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 80.0999755859s, input_fired_time: 0.7184273601, output_fired_time: 0.4496077001, propagate_forward_time: 32.5304450989, propagate_backward_time: 44.4037628174, weight_update_time: 0.0945547000, other_time: 1.9977302551
epoch time: 6.7183456421s, input_fired_time: 0.0771747306, output_fired_time: 0.0000000000, propagate_forward_time: 6.3039536476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372173309
validation[          , genome  7142] predictions:    9661/  10000 (96.61%), best:    9671/10000 (96.71%), error:      1118.51880, best error:      1095.95276 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 80.3207397461s, input_fired_time: 0.7176355124, output_fired_time: 0.4536669254, propagate_forward_time: 32.6798057556, propagate_backward_time: 44.4990882874, weight_update_time: 0.0946658999, other_time: 1.9705429077
epoch time: 7.6161170006s, input_fired_time: 0.0829272196, output_fired_time: 0.0000000000, propagate_forward_time: 7.1849665642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482232094
validation[          , genome  7142] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1049.78418, best error:      1049.78418 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 82.3092041016s, input_fired_time: 0.7202175856, output_fired_time: 0.4697228968, propagate_forward_time: 33.5365371704, propagate_backward_time: 45.6543922424, weight_update_time: 0.0943472311, other_time: 1.9283332825
epoch time: 7.4965810776s, input_fired_time: 0.0829312652, output_fired_time: 0.0000000000, propagate_forward_time: 7.0681366920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455133438
validation[          , genome  7142] predictions:    9675/  10000 (96.75%), best:    9669/10000 (96.69%), error:      1072.55920, best error:      1049.78418 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 80.4034118652s, input_fired_time: 0.7120030522, output_fired_time: 0.4530799389, propagate_forward_time: 33.0496063232, propagate_backward_time: 44.2444458008, weight_update_time: 0.0947298035, other_time: 1.9442749023
epoch time: 6.7344670296s, input_fired_time: 0.0756112188, output_fired_time: 0.0000000000, propagate_forward_time: 6.3412199020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176360130
validation[          , genome  7142] predictions:    9645/  10000 (96.45%), best:    9669/10000 (96.69%), error:      1191.69263, best error:      1049.78418 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 79.0656433105s, input_fired_time: 0.7026029229, output_fired_time: 0.4470606446, propagate_forward_time: 32.0583877563, propagate_backward_time: 43.9560508728, weight_update_time: 0.0934094116, other_time: 1.9015388489
epoch time: 6.8663368225s, input_fired_time: 0.0774606168, output_fired_time: 0.0000000000, propagate_forward_time: 6.4698171616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190588951
validation[          , genome  7142] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1002.97205, best error:      1002.97205 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 81.5172119141s, input_fired_time: 0.7100661397, output_fired_time: 0.4607829452, propagate_forward_time: 32.9308738708, propagate_backward_time: 45.4924278259, weight_update_time: 0.0944757536, other_time: 1.9230575562
epoch time: 9.6067867279s, input_fired_time: 0.1004103869, output_fired_time: 0.0000000000, propagate_forward_time: 9.0941562653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122200012
validation[          , genome  7142] predictions:    9655/  10000 (96.55%), best:    9699/10000 (96.99%), error:      1108.97998, best error:      1002.97205 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 83.7268295288s, input_fired_time: 0.7273688316, output_fired_time: 0.4742391109, propagate_forward_time: 34.1301765442, propagate_backward_time: 46.4366836548, weight_update_time: 0.0956398621, other_time: 1.9583625793
epoch time: 8.5378332138s, input_fired_time: 0.0905929953, output_fired_time: 0.0000000000, propagate_forward_time: 8.0729875565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742523193
validation[          , genome  7142] predictions:    9668/  10000 (96.68%), best:    9699/10000 (96.99%), error:      1034.22498, best error:      1002.97205 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 86.4736785889s, input_fired_time: 0.7345423698, output_fired_time: 0.4834698439, propagate_forward_time: 35.3157272339, propagate_backward_time: 48.0020256042, weight_update_time: 0.0974756703, other_time: 1.9379158020
epoch time: 9.7877788544s, input_fired_time: 0.0987226218, output_fired_time: 0.0000000000, propagate_forward_time: 9.2761316299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129247665
validation[          , genome  7142] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:       977.62134, best error:       977.62134 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 85.2835540771s, input_fired_time: 0.7310583591, output_fired_time: 0.4850188792, propagate_forward_time: 34.4897232056, propagate_backward_time: 47.6397132874, weight_update_time: 0.0970766172, other_time: 1.9380455017
epoch time: 7.0264449120s, input_fired_time: 0.0809321925, output_fired_time: 0.0000000000, propagate_forward_time: 6.6175742149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3279385567
validation[          , genome  7142] predictions:    9673/  10000 (96.73%), best:    9686/10000 (96.86%), error:      1091.22058, best error:       977.62134 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.8198776245s, input_fired_time: 0.7412168980, output_fired_time: 0.4957416654, propagate_forward_time: 35.9290428162, propagate_backward_time: 49.6989898682, weight_update_time: 0.0980124399, other_time: 1.9548835754
epoch time: 8.0058679581s, input_fired_time: 0.0872152969, output_fired_time: 0.0000000000, propagate_forward_time: 7.5592327118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594198227
validation[          , genome  7142] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1058.74109, best error:       977.62134 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 91.9305953979s, input_fired_time: 0.7506861091, output_fired_time: 0.5014257431, propagate_forward_time: 37.2248687744, propagate_backward_time: 51.4417533875, weight_update_time: 0.1011041850, other_time: 2.0118598938
epoch time: 9.8001976013s, input_fired_time: 0.1011979431, output_fired_time: 0.0000000000, propagate_forward_time: 9.2812805176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177188873
validation[          , genome  7142] predictions:    9688/  10000 (96.88%), best:    9686/10000 (96.86%), error:      1039.24268, best error:       977.62134 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 84.5951232910s, input_fired_time: 0.7302759290, output_fired_time: 0.4742459357, propagate_forward_time: 34.2789115906, propagate_backward_time: 47.1708183289, weight_update_time: 0.0979442075, other_time: 1.9408721924
epoch time: 7.9265179634s, input_fired_time: 0.0869554877, output_fired_time: 0.0000000000, propagate_forward_time: 7.4888124466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507499695
validation[          , genome  7142] predictions:    9691/  10000 (96.91%), best:    9686/10000 (96.86%), error:      1019.47040, best error:       977.62134 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 84.5422897339s, input_fired_time: 0.7330102921, output_fired_time: 0.4718240499, propagate_forward_time: 34.2593383789, propagate_backward_time: 47.0757026672, weight_update_time: 0.0975403339, other_time: 2.0024147034
epoch time: 7.8889780045s, input_fired_time: 0.0856335238, output_fired_time: 0.0000000000, propagate_forward_time: 7.4407625198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625817299
validation[          , genome  7142] predictions:    9682/  10000 (96.82%), best:    9686/10000 (96.86%), error:      1077.49414, best error:       977.62134 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 79.8984146118s, input_fired_time: 0.7174202800, output_fired_time: 0.4590456486, propagate_forward_time: 32.4169349670, propagate_backward_time: 44.4233512878, weight_update_time: 0.0926138833, other_time: 1.8816604614
epoch time: 6.7381114960s, input_fired_time: 0.0772037655, output_fired_time: 0.0000000000, propagate_forward_time: 6.3371477127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3237600327
validation[          , genome  7142] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:       946.10095, best error:       946.10095 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 78.1943130493s, input_fired_time: 0.7134693861, output_fired_time: 0.4392191470, propagate_forward_time: 31.9463748932, propagate_backward_time: 43.2082023621, weight_update_time: 0.0934015363, other_time: 1.8870506287
epoch time: 6.7359704971s, input_fired_time: 0.0766871646, output_fired_time: 0.0000000000, propagate_forward_time: 6.3508610725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084220886
validation[          , genome  7142] predictions:    9640/  10000 (96.40%), best:    9694/10000 (96.94%), error:      1140.96533, best error:       946.10095 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 85.0425796509s, input_fired_time: 0.7426136136, output_fired_time: 0.4715850949, propagate_forward_time: 34.6709823608, propagate_backward_time: 47.1578025818, weight_update_time: 0.0990456343, other_time: 1.9995918274
epoch time: 6.4947347641s, input_fired_time: 0.0757424012, output_fired_time: 0.0000000000, propagate_forward_time: 6.1123909950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066015244
validation[          , genome  7142] predictions:    9705/  10000 (97.05%), best:    9694/10000 (96.94%), error:       963.86719, best error:       946.10095 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 77.8882522583s, input_fired_time: 0.7068052292, output_fired_time: 0.4425287247, propagate_forward_time: 32.0450935364, propagate_backward_time: 42.8439636230, weight_update_time: 0.0919111520, other_time: 1.8498649597
epoch time: 6.5651535988s, input_fired_time: 0.0750278309, output_fired_time: 0.0000000000, propagate_forward_time: 6.1844782829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056473732
validation[          , genome  7142] predictions:    9690/  10000 (96.90%), best:    9694/10000 (96.94%), error:       970.50891, best error:       946.10095 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 79.4070129395s, input_fired_time: 0.7120991945, output_fired_time: 0.4443046451, propagate_forward_time: 32.4145736694, propagate_backward_time: 43.9420394897, weight_update_time: 0.0952101350, other_time: 1.8939971924
epoch time: 7.0527687073s, input_fired_time: 0.0807668716, output_fired_time: 0.0000000000, propagate_forward_time: 6.6415357590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304662704
validation[          , genome  7142] predictions:    9706/  10000 (97.06%), best:    9694/10000 (96.94%), error:       983.12903, best error:       946.10095 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 80.4429779053s, input_fired_time: 0.7127742171, output_fired_time: 0.4604242444, propagate_forward_time: 32.6281204224, propagate_backward_time: 44.7844123840, weight_update_time: 0.0927645117, other_time: 1.8572425842
epoch time: 6.9489040375s, input_fired_time: 0.0802145004, output_fired_time: 0.0000000000, propagate_forward_time: 6.5486826897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200068474
validation[          , genome  7142] predictions:    9675/  10000 (96.75%), best:    9694/10000 (96.94%), error:      1026.51611, best error:       946.10095 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 79.6365966797s, input_fired_time: 0.7147213817, output_fired_time: 0.4492317438, propagate_forward_time: 32.8219528198, propagate_backward_time: 43.7764053345, weight_update_time: 0.0944845900, other_time: 1.8742828369
epoch time: 6.9400072098s, input_fired_time: 0.0821736455, output_fired_time: 0.0000000000, propagate_forward_time: 6.5161557198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416776657
validation[          , genome  7142] predictions:    9496/  10000 (94.96%), best:    9694/10000 (96.94%), error:      1738.30518, best error:       946.10095 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 83.4408187866s, input_fired_time: 0.7265981436, output_fired_time: 0.4679280818, propagate_forward_time: 33.6723861694, propagate_backward_time: 46.6648254395, weight_update_time: 0.0964814126, other_time: 1.9090805054
epoch time: 6.9710440636s, input_fired_time: 0.0814340562, output_fired_time: 0.0000000000, propagate_forward_time: 6.5615353584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280744553
validation[          , genome  7142] predictions:    9683/  10000 (96.83%), best:    9694/10000 (96.94%), error:      1019.25726, best error:       946.10095 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.4262313843s, input_fired_time: 0.7378298640, output_fired_time: 0.4858069420, propagate_forward_time: 36.4001235962, propagate_backward_time: 48.8580627441, weight_update_time: 0.0970832035, other_time: 1.9444046021
epoch time: 8.5628824234s, input_fired_time: 0.0897766501, output_fired_time: 0.0000000000, propagate_forward_time: 8.0974683762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756370544
validation[          , genome  7142] predictions:    9539/  10000 (95.39%), best:    9694/10000 (96.94%), error:      1482.30127, best error:       946.10095 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 98.2286300659s, input_fired_time: 0.7845183015, output_fired_time: 0.5361626744, propagate_forward_time: 40.0782470703, propagate_backward_time: 54.7597045898, weight_update_time: 0.1058469787, other_time: 2.0699996948
epoch time: 6.8516330719s, input_fired_time: 0.0778222010, output_fired_time: 0.0000000000, propagate_forward_time: 6.4606475830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131632805
validation[          , genome  7142] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       912.64374, best error:       912.64374 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 81.0063858032s, input_fired_time: 0.7229421139, output_fired_time: 0.4608978331, propagate_forward_time: 33.4085617065, propagate_backward_time: 44.5332946777, weight_update_time: 0.0942155346, other_time: 1.8806915283
epoch time: 6.7288560867s, input_fired_time: 0.0764028132, output_fired_time: 0.0000000000, propagate_forward_time: 6.3396472931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128061295
validation[          , genome  7142] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:      1019.51349, best error:       912.64374 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 85.2629852295s, input_fired_time: 0.7297090888, output_fired_time: 0.4728595018, propagate_forward_time: 34.7046394348, propagate_backward_time: 47.4354438782, weight_update_time: 0.0961339250, other_time: 1.9203338623
epoch time: 7.3307905197s, input_fired_time: 0.0790991262, output_fired_time: 0.0000000000, propagate_forward_time: 6.9229531288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3287382126
validation[          , genome  7142] predictions:    9727/  10000 (97.27%), best:    9728/10000 (97.28%), error:       966.82306, best error:       912.64374 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 80.1121368408s, input_fired_time: 0.7211754918, output_fired_time: 0.4556856453, propagate_forward_time: 32.6715469360, propagate_backward_time: 44.3669090271, weight_update_time: 0.0942247435, other_time: 1.8968162537
epoch time: 6.9064235687s, input_fired_time: 0.0786439031, output_fired_time: 0.0000000000, propagate_forward_time: 6.5025520325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252277374
validation[          , genome  7142] predictions:    9717/  10000 (97.17%), best:    9728/10000 (97.28%), error:       935.09149, best error:       912.64374 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 89.9318237305s, input_fired_time: 0.7622424960, output_fired_time: 0.4956878126, propagate_forward_time: 36.9013519287, propagate_backward_time: 49.7078285217, weight_update_time: 0.1026925445, other_time: 2.0647087097
epoch time: 6.7670059204s, input_fired_time: 0.0793423057, output_fired_time: 0.0000000000, propagate_forward_time: 6.3720192909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156442642
validation[          , genome  7142] predictions:    9688/  10000 (96.88%), best:    9728/10000 (97.28%), error:      1045.87573, best error:       912.64374 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 87.2482910156s, input_fired_time: 0.7535455227, output_fired_time: 0.4862025678, propagate_forward_time: 35.6971244812, propagate_backward_time: 48.2857360840, weight_update_time: 0.0993539542, other_time: 2.0256767273
epoch time: 7.5031008720s, input_fired_time: 0.0866965950, output_fired_time: 0.0000000000, propagate_forward_time: 7.0518507957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645534515
validation[          , genome  7142] predictions:    9598/  10000 (95.98%), best:    9728/10000 (97.28%), error:      1344.63208, best error:       912.64374 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 83.2773361206s, input_fired_time: 0.7326850295, output_fired_time: 0.4699111581, propagate_forward_time: 33.9975471497, propagate_backward_time: 46.1383323669, weight_update_time: 0.0972748473, other_time: 1.9388656616
epoch time: 8.5563583374s, input_fired_time: 0.0932434350, output_fired_time: 0.0000000000, propagate_forward_time: 8.0831289291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799858093
validation[          , genome  7142] predictions:    9669/  10000 (96.69%), best:    9728/10000 (97.28%), error:      1091.97791, best error:       912.64374 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 85.8953933716s, input_fired_time: 0.7433727980, output_fired_time: 0.4799567759, propagate_forward_time: 35.0742149353, propagate_backward_time: 47.6176452637, weight_update_time: 0.0991376713, other_time: 1.9802055359
epoch time: 7.9767384529s, input_fired_time: 0.0931446478, output_fired_time: 0.0000000000, propagate_forward_time: 7.5234632492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601307869
validation[          , genome  7142] predictions:    9704/  10000 (97.04%), best:    9728/10000 (97.28%), error:       982.71808, best error:       912.64374 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 91.3087005615s, input_fired_time: 0.7639752030, output_fired_time: 0.5036656260, propagate_forward_time: 37.0478401184, propagate_backward_time: 50.9488601685, weight_update_time: 0.1030190215, other_time: 2.0443611145
epoch time: 8.6452035904s, input_fired_time: 0.0935176164, output_fired_time: 0.0000000000, propagate_forward_time: 8.1727952957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788909912
validation[          , genome  7142] predictions:    9606/  10000 (96.06%), best:    9728/10000 (97.28%), error:      1255.84644, best error:       912.64374 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 85.8208770752s, input_fired_time: 0.7358400226, output_fired_time: 0.4800272584, propagate_forward_time: 34.6714210510, propagate_backward_time: 47.9927978516, weight_update_time: 0.0986681655, other_time: 1.9407920837
epoch time: 7.5594372749s, input_fired_time: 0.0846821517, output_fired_time: 0.0000000000, propagate_forward_time: 7.1324710846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422842026
validation[          , genome  7142] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:      1006.25391, best error:       912.64374 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 81.3903808594s, input_fired_time: 0.7189740539, output_fired_time: 0.4636988342, propagate_forward_time: 32.8862304688, propagate_backward_time: 45.4448051453, weight_update_time: 0.0949481726, other_time: 1.8766746521
epoch time: 6.8544349670s, input_fired_time: 0.0787601620, output_fired_time: 0.0000000000, propagate_forward_time: 6.4583783150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172965050
validation[          , genome  7142] predictions:    9694/  10000 (96.94%), best:    9728/10000 (97.28%), error:       996.20386, best error:       912.64374 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 79.1310958862s, input_fired_time: 0.7121068239, output_fired_time: 0.4525557756, propagate_forward_time: 32.5042877197, propagate_backward_time: 43.5877265930, weight_update_time: 0.0936510190, other_time: 1.8744239807
epoch time: 6.7685580254s, input_fired_time: 0.0778553337, output_fired_time: 0.0000000000, propagate_forward_time: 6.3818364143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088665009
validation[          , genome  7142] predictions:    9667/  10000 (96.67%), best:    9728/10000 (97.28%), error:      1121.23071, best error:       912.64374 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 81.3774337769s, input_fired_time: 0.7130771279, output_fired_time: 0.4549455047, propagate_forward_time: 32.9173851013, propagate_backward_time: 45.4008750916, weight_update_time: 0.0952810943, other_time: 1.8911514282
epoch time: 8.0546274185s, input_fired_time: 0.0859313309, output_fired_time: 0.0000000000, propagate_forward_time: 7.6134872437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552088737
validation[          , genome  7142] predictions:    9687/  10000 (96.87%), best:    9728/10000 (97.28%), error:       985.50415, best error:       912.64374 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 107.9430084229s, input_fired_time: 0.8315030336, output_fired_time: 0.5778368711, propagate_forward_time: 44.1792411804, propagate_backward_time: 60.1137008667, weight_update_time: 0.1151624620, other_time: 2.2407264709
epoch time: 8.5709619522s, input_fired_time: 0.0923164114, output_fired_time: 0.0000000000, propagate_forward_time: 8.1036701202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749752045
validation[          , genome  7142] predictions:    9697/  10000 (96.97%), best:    9728/10000 (97.28%), error:       998.46320, best error:       912.64374 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 96.2632141113s, input_fired_time: 0.7784199715, output_fired_time: 0.5265157819, propagate_forward_time: 39.3296813965, propagate_backward_time: 53.5412178040, weight_update_time: 0.1064016223, other_time: 2.0873832703
epoch time: 6.9409160614s, input_fired_time: 0.0788796842, output_fired_time: 0.0000000000, propagate_forward_time: 6.5417757034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202605247
validation[          , genome  7142] predictions:    9677/  10000 (96.77%), best:    9728/10000 (97.28%), error:      1006.52271, best error:       912.64374 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 105.8896102905s, input_fired_time: 0.8207899332, output_fired_time: 0.5715636015, propagate_forward_time: 43.3582077026, propagate_backward_time: 58.9504280090, weight_update_time: 0.1118859872, other_time: 2.1886177063
epoch time: 9.7967844009s, input_fired_time: 0.0994661301, output_fired_time: 0.0000000000, propagate_forward_time: 9.2856416702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116764069
validation[          , genome  7142] predictions:    9678/  10000 (96.78%), best:    9728/10000 (97.28%), error:      1052.83240, best error:       912.64374 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 100.6790084839s, input_fired_time: 0.7933326960, output_fired_time: 0.5472683907, propagate_forward_time: 41.0902328491, propagate_backward_time: 56.1464767456, weight_update_time: 0.1069917381, other_time: 2.1016921997
epoch time: 9.0360097885s, input_fired_time: 0.0948006436, output_fired_time: 0.0000000000, propagate_forward_time: 8.5562648773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849439621
validation[          , genome  7142] predictions:    9740/  10000 (97.40%), best:    9728/10000 (97.28%), error:       926.58624, best error:       912.64374 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 91.0719299316s, input_fired_time: 0.7503516674, output_fired_time: 0.5041863322, propagate_forward_time: 37.0482139587, propagate_backward_time: 50.8259582520, weight_update_time: 0.0979597941, other_time: 1.9432182312
epoch time: 6.7308282852s, input_fired_time: 0.0777878836, output_fired_time: 0.0000000000, propagate_forward_time: 6.3389234543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3141169548
validation[          , genome  7142] predictions:    9716/  10000 (97.16%), best:    9728/10000 (97.28%), error:       938.55157, best error:       912.64374 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 94.2664947510s, input_fired_time: 0.7853360176, output_fired_time: 0.5198578835, propagate_forward_time: 38.6121864319, propagate_backward_time: 52.1911430359, weight_update_time: 0.1057495475, other_time: 2.1579666138
epoch time: 7.6607108116s, input_fired_time: 0.0866989419, output_fired_time: 0.0000000000, propagate_forward_time: 7.2066893578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673224449
validation[          , genome  7142] predictions:    9666/  10000 (96.66%), best:    9728/10000 (97.28%), error:      1049.84045, best error:       912.64374 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 94.0508880615s, input_fired_time: 0.7674803138, output_fired_time: 0.5209739208, propagate_forward_time: 38.2720336914, propagate_backward_time: 52.4606819153, weight_update_time: 0.1004437208, other_time: 2.0297203064
epoch time: 7.5713229179s, input_fired_time: 0.0817063078, output_fired_time: 0.0000000000, propagate_forward_time: 7.1488013268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408150673
validation[          , genome  7142] predictions:    9676/  10000 (96.76%), best:    9728/10000 (97.28%), error:      1043.38110, best error:       912.64374 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 94.9715042114s, input_fired_time: 0.7747579813, output_fired_time: 0.5200843215, propagate_forward_time: 38.6411170959, propagate_backward_time: 53.0131645203, weight_update_time: 0.1014619917, other_time: 2.0223846436
epoch time: 8.6232576370s, input_fired_time: 0.0936995298, output_fired_time: 0.0000000000, propagate_forward_time: 8.1514320374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781261444
validation[          , genome  7142] predictions:    9721/  10000 (97.21%), best:    9728/10000 (97.28%), error:       915.51227, best error:       912.64374 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 95.6542968750s, input_fired_time: 0.7754077315, output_fired_time: 0.5466377735, propagate_forward_time: 38.9176177979, propagate_backward_time: 53.3656578064, weight_update_time: 0.1023625061, other_time: 2.0489768982
epoch time: 7.7309837341s, input_fired_time: 0.0838505775, output_fired_time: 0.0000000000, propagate_forward_time: 7.3028559685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442773819
validation[          , genome  7142] predictions:    9675/  10000 (96.75%), best:    9728/10000 (97.28%), error:      1039.62036, best error:       912.64374 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 94.1603088379s, input_fired_time: 0.7650839686, output_fired_time: 0.5130040050, propagate_forward_time: 38.2641906738, propagate_backward_time: 52.6192474365, weight_update_time: 0.1006068066, other_time: 1.9987869263
epoch time: 7.8842439651s, input_fired_time: 0.0839001760, output_fired_time: 0.0000000000, propagate_forward_time: 7.4526686668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476753235
validation[          , genome  7142] predictions:    9679/  10000 (96.79%), best:    9728/10000 (97.28%), error:      1068.27112, best error:       912.64374 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 88.2587356567s, input_fired_time: 0.7433406711, output_fired_time: 0.4931453168, propagate_forward_time: 36.0695838928, propagate_backward_time: 49.0216484070, weight_update_time: 0.0967815220, other_time: 1.9310150146
epoch time: 8.9462881088s, input_fired_time: 0.0936680883, output_fired_time: 0.0000000000, propagate_forward_time: 8.4549608231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976593018
validation[          , genome  7142] predictions:    9578/  10000 (95.78%), best:    9728/10000 (97.28%), error:      1389.42065, best error:       912.64374 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 95.9700241089s, input_fired_time: 0.7812857628, output_fired_time: 0.5258162618, propagate_forward_time: 39.2144660950, propagate_backward_time: 53.4145126343, weight_update_time: 0.1039227545, other_time: 2.0339393616
epoch time: 8.8090381622s, input_fired_time: 0.0922139436, output_fired_time: 0.0000000000, propagate_forward_time: 8.3380260468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787984848
validation[          , genome  7142] predictions:    9685/  10000 (96.85%), best:    9728/10000 (97.28%), error:      1000.45398, best error:       912.64374 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 91.4805297852s, input_fired_time: 0.7507596016, output_fired_time: 0.5050845742, propagate_forward_time: 37.0281410217, propagate_backward_time: 51.2510681152, weight_update_time: 0.0983022302, other_time: 1.9454765320
epoch time: 7.3698139191s, input_fired_time: 0.0804473460, output_fired_time: 0.0000000000, propagate_forward_time: 6.9623456001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270211220
validation[          , genome  7142] predictions:    9707/  10000 (97.07%), best:    9728/10000 (97.28%), error:      1002.78760, best error:       912.64374 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 88.7280807495s, input_fired_time: 0.7505220771, output_fired_time: 0.4914393723, propagate_forward_time: 36.0282173157, propagate_backward_time: 49.4782104492, weight_update_time: 0.0999811143, other_time: 1.9796943665
epoch time: 8.1318798065s, input_fired_time: 0.0909484923, output_fired_time: 0.0000000000, propagate_forward_time: 7.6755590439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653726578
validation[          , genome  7142] predictions:    9705/  10000 (97.05%), best:    9728/10000 (97.28%), error:       942.58350, best error:       912.64374 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 97.7842788696s, input_fired_time: 0.7899742126, output_fired_time: 0.5320804119, propagate_forward_time: 39.9723205566, propagate_backward_time: 54.4037857056, weight_update_time: 0.1058704779, other_time: 2.0861206055
epoch time: 7.9012823105s, input_fired_time: 0.0881986022, output_fired_time: 0.0000000000, propagate_forward_time: 7.4603729248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527107239
validation[          , genome  7142] predictions:    9722/  10000 (97.22%), best:    9728/10000 (97.28%), error:       925.63324, best error:       912.64374 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 92.8705139160s, input_fired_time: 0.7805744410, output_fired_time: 0.5109711289, propagate_forward_time: 37.8679504395, propagate_backward_time: 51.6407051086, weight_update_time: 0.1050187945, other_time: 2.0703163147
epoch time: 8.3633823395s, input_fired_time: 0.0926406756, output_fired_time: 0.0000000000, propagate_forward_time: 7.9018712044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688702583
validation[          , genome  7142] predictions:    9725/  10000 (97.25%), best:    9728/10000 (97.28%), error:       917.64423, best error:       912.64374 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 100.9385299683s, input_fired_time: 0.8072103858, output_fired_time: 0.5473080277, propagate_forward_time: 41.2227478027, propagate_backward_time: 56.2188148499, weight_update_time: 0.1091918945, other_time: 2.1424446106
epoch time: 9.0069742203s, input_fired_time: 0.0942528397, output_fired_time: 0.0000000000, propagate_forward_time: 8.5242843628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884372711
validation[          , genome  7142] predictions:    9680/  10000 (96.80%), best:    9728/10000 (97.28%), error:      1031.46851, best error:       912.64374 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 96.5871963501s, input_fired_time: 0.7869366407, output_fired_time: 0.5317857862, propagate_forward_time: 39.4763031006, propagate_backward_time: 53.7444953918, weight_update_time: 0.1040771976, other_time: 2.0476799011
epoch time: 7.5031290054s, input_fired_time: 0.0820587873, output_fired_time: 0.0000000000, propagate_forward_time: 7.0846147537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364553452
validation[          , genome  7142] predictions:    9650/  10000 (96.50%), best:    9728/10000 (97.28%), error:      1077.85437, best error:       912.64374 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 92.1130065918s, input_fired_time: 0.7583348155, output_fired_time: 0.5080087185, propagate_forward_time: 37.5509681702, propagate_backward_time: 51.2884025574, weight_update_time: 0.0977645740, other_time: 2.0072937012
epoch time: 8.7087774277s, input_fired_time: 0.0946218520, output_fired_time: 0.0000000000, propagate_forward_time: 8.2217712402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923845291
validation[          , genome  7142] predictions:    9715/  10000 (97.15%), best:    9728/10000 (97.28%), error:       925.21637, best error:       912.64374 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 101.1692428589s, input_fired_time: 0.8133967519, output_fired_time: 0.5461568832, propagate_forward_time: 41.3975105286, propagate_backward_time: 56.2189979553, weight_update_time: 0.1102967858, other_time: 2.1931762695
epoch time: 9.5797300339s, input_fired_time: 0.1040044203, output_fired_time: 0.0000000000, propagate_forward_time: 9.0599737167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157514572
validation[          , genome  7142] predictions:    9683/  10000 (96.83%), best:    9728/10000 (97.28%), error:      1078.42200, best error:       912.64374 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 103.5778884888s, input_fired_time: 0.8342378139, output_fired_time: 0.5696827769, propagate_forward_time: 42.2357978821, propagate_backward_time: 57.7373008728, weight_update_time: 0.1121861711, other_time: 2.2008743286
epoch time: 7.9970102310s, input_fired_time: 0.0956966132, output_fired_time: 0.0000000000, propagate_forward_time: 7.5424242020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588895798
validation[          , genome  7142] predictions:    9723/  10000 (97.23%), best:    9728/10000 (97.28%), error:       946.91602, best error:       912.64374 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 99.7095336914s, input_fired_time: 0.8027459979, output_fired_time: 0.5397388339, propagate_forward_time: 40.4483985901, propagate_backward_time: 55.7815170288, weight_update_time: 0.1084460393, other_time: 2.1371269226
epoch time: 9.3040065765s, input_fired_time: 0.0971368551, output_fired_time: 0.0000000000, propagate_forward_time: 8.8098087311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970613480
validation[          , genome  7142] predictions:    9691/  10000 (96.91%), best:    9728/10000 (97.28%), error:       971.98260, best error:       912.64374 on epoch:    44, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 90.8095397949s, input_fired_time: 0.7543928027, output_fired_time: 0.5024389625, propagate_forward_time: 36.8297500610, propagate_backward_time: 50.7731246948, weight_update_time: 0.0982292965, other_time: 1.9498291016
epoch time: 8.3558235168s, input_fired_time: 0.0907702222, output_fired_time: 0.0000000000, propagate_forward_time: 7.8984956741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665580750
validation[          , genome  7142] predictions:    9704/  10000 (97.04%), best:    9728/10000 (97.28%), error:       935.55109, best error:       912.64374 on epoch:    44, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 81.5727310181s, input_fired_time: 0.7292550206, output_fired_time: 0.4615080953, propagate_forward_time: 33.0134048462, propagate_backward_time: 45.4818000793, weight_update_time: 0.0944521576, other_time: 1.8867607117
epoch time: 6.6370148659s, input_fired_time: 0.0779873058, output_fired_time: 0.0000000000, propagate_forward_time: 6.2449550629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140726089
validation[          , genome  7142] predictions:    9701/  10000 (97.01%), best:    9728/10000 (97.28%), error:       975.27734, best error:       912.64374 on epoch:    44, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 80.7620773315s, input_fired_time: 0.7267961502, output_fired_time: 0.4514378905, propagate_forward_time: 32.8485717773, propagate_backward_time: 44.8488655090, weight_update_time: 0.0957284346, other_time: 1.8864021301
epoch time: 9.2043190002s, input_fired_time: 0.0958997682, output_fired_time: 0.0000000000, propagate_forward_time: 8.7183313370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900880814
validation[          , genome  7142] predictions:    9718/  10000 (97.18%), best:    9728/10000 (97.28%), error:       916.58704, best error:       912.64374 on epoch:    44, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 89.9279861450s, input_fired_time: 0.7520940304, output_fired_time: 0.4994316995, propagate_forward_time: 36.4058761597, propagate_backward_time: 50.3335571289, weight_update_time: 0.0970997512, other_time: 1.9370269775
epoch time: 7.4142136574s, input_fired_time: 0.0822127387, output_fired_time: 0.0000000000, propagate_forward_time: 7.0026998520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293008804
validation[          , genome  7142] predictions:    9702/  10000 (97.02%), best:    9728/10000 (97.28%), error:       973.14807, best error:       912.64374 on epoch:    44, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 84.6975631714s, input_fired_time: 0.7213109732, output_fired_time: 0.4752255380, propagate_forward_time: 34.3760757446, propagate_backward_time: 47.2804145813, weight_update_time: 0.0919001177, other_time: 1.8445320129
epoch time: 7.4932522774s, input_fired_time: 0.0822062418, output_fired_time: 0.0000000000, propagate_forward_time: 7.0741548538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368911743
validation[          , genome  7142] predictions:    9711/  10000 (97.11%), best:    9728/10000 (97.28%), error:       927.35016, best error:       912.64374 on epoch:    44, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.5230560303s, input_fired_time: 0.7427972555, output_fired_time: 0.4941807091, propagate_forward_time: 35.9906005859, propagate_backward_time: 49.3937149048, weight_update_time: 0.0946704373, other_time: 1.9017639160
epoch time: 9.4239788055s, input_fired_time: 0.0977006406, output_fired_time: 0.0000000000, propagate_forward_time: 8.9264144897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998632431
validation[          , genome  7142] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:       975.13397, best error:       912.64374 on epoch:    44, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 86.8189773560s, input_fired_time: 0.7348930836, output_fired_time: 0.4890503585, propagate_forward_time: 35.0739364624, propagate_backward_time: 48.6535606384, weight_update_time: 0.0925095230, other_time: 1.8675346375
epoch time: 7.1872262955s, input_fired_time: 0.0804957449, output_fired_time: 0.0000000000, propagate_forward_time: 6.7781739235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285565376
validation[          , genome  7142] predictions:    9712/  10000 (97.12%), best:    9728/10000 (97.28%), error:       949.09650, best error:       912.64374 on epoch:    44, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 89.9074325562s, input_fired_time: 0.7555857301, output_fired_time: 0.5000155568, propagate_forward_time: 36.9191284180, propagate_backward_time: 49.7999610901, weight_update_time: 0.0961600468, other_time: 1.9327430725
epoch time: 7.9692292213s, input_fired_time: 0.0857641101, output_fired_time: 0.0000000000, propagate_forward_time: 7.5318565369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516087532
validation[          , genome  7142] predictions:    9690/  10000 (96.90%), best:    9728/10000 (97.28%), error:       954.49445, best error:       912.64374 on epoch:    44, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 103.7345428467s, input_fired_time: 0.8214256763, output_fired_time: 0.5597595572, propagate_forward_time: 42.5846977234, propagate_backward_time: 57.6104278564, weight_update_time: 0.1104127914, other_time: 2.1582298279
epoch time: 8.3009071350s, input_fired_time: 0.0906115696, output_fired_time: 0.0000000000, propagate_forward_time: 7.8437142372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665814400
validation[          , genome  7142] predictions:    9677/  10000 (96.77%), best:    9728/10000 (97.28%), error:      1047.17542, best error:       912.64374 on epoch:    44, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 92.8774032593s, input_fired_time: 0.7633237243, output_fired_time: 0.5123540163, propagate_forward_time: 37.9696159363, propagate_backward_time: 51.6176643372, weight_update_time: 0.0990368873, other_time: 2.0144500732
epoch time: 7.3720264435s, input_fired_time: 0.0816683397, output_fired_time: 0.0000000000, propagate_forward_time: 6.9513401985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390178680
validation[          , genome  7142] predictions:    9700/  10000 (97.00%), best:    9728/10000 (97.28%), error:      1036.80945, best error:       912.64374 on epoch:    44, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 97.7397537231s, input_fired_time: 0.7854916453, output_fired_time: 0.5318730474, propagate_forward_time: 39.9362716675, propagate_backward_time: 54.4129638672, weight_update_time: 0.1034628823, other_time: 2.0731506348
epoch time: 8.1179428101s, input_fired_time: 0.0873538256, output_fired_time: 0.0000000000, propagate_forward_time: 7.6690602303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615288734
validation[          , genome  7142] predictions:    9675/  10000 (96.75%), best:    9728/10000 (97.28%), error:      1024.23804, best error:       912.64374 on epoch:    44, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 98.5826492310s, input_fired_time: 0.7940393090, output_fired_time: 0.5436651111, propagate_forward_time: 40.2586326599, propagate_backward_time: 54.8939590454, weight_update_time: 0.1043618768, other_time: 2.0923576355
epoch time: 7.5084233284s, input_fired_time: 0.0821039081, output_fired_time: 0.0000000000, propagate_forward_time: 7.0908389091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354806900
validation[          , genome  7142] predictions:    9689/  10000 (96.89%), best:    9728/10000 (97.28%), error:      1027.51538, best error:       912.64374 on epoch:    44, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 99.0926742554s, input_fired_time: 0.7957381010, output_fired_time: 0.5385815501, propagate_forward_time: 40.1447143555, propagate_backward_time: 55.5259552002, weight_update_time: 0.1052763537, other_time: 2.0876846313
epoch time: 9.8049316406s, input_fired_time: 0.1003868803, output_fired_time: 0.0000000000, propagate_forward_time: 9.2936229706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109220505
validation[          , genome  7142] predictions:    9719/  10000 (97.19%), best:    9728/10000 (97.28%), error:       939.19220, best error:       912.64374 on epoch:    44, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 95.2105941772s, input_fired_time: 0.7765307426, output_fired_time: 0.5218173862, propagate_forward_time: 38.7313308716, propagate_backward_time: 53.1683311462, weight_update_time: 0.1019212157, other_time: 2.0125846863
epoch time: 6.7366037369s, input_fired_time: 0.0799474865, output_fired_time: 0.0000000000, propagate_forward_time: 6.3431797028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134765625
validation[          , genome  7142] predictions:    9656/  10000 (96.56%), best:    9728/10000 (97.28%), error:      1096.31470, best error:       912.64374 on epoch:    44, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 84.5700225830s, input_fired_time: 0.7413017154, output_fired_time: 0.4745417237, propagate_forward_time: 34.0469589233, propagate_backward_time: 47.3610115051, weight_update_time: 0.0989802852, other_time: 1.9462089539
epoch time: 8.5378923416s, input_fired_time: 0.0932055488, output_fired_time: 0.0000000000, propagate_forward_time: 8.0704698563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742170334
validation[          , genome  7142] predictions:    9659/  10000 (96.59%), best:    9728/10000 (97.28%), error:      1128.53064, best error:       912.64374 on epoch:    44, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 91.8733139038s, input_fired_time: 0.7695872784, output_fired_time: 0.5073909760, propagate_forward_time: 37.4005928040, propagate_backward_time: 51.2064399719, weight_update_time: 0.1003171206, other_time: 1.9893035889
epoch time: 6.7607526779s, input_fired_time: 0.0803590566, output_fired_time: 0.0000000000, propagate_forward_time: 6.3595423698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208513260
validation[          , genome  7142] predictions:    9693/  10000 (96.93%), best:    9728/10000 (97.28%), error:      1005.32568, best error:       912.64374 on epoch:    44, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 86.5662002563s, input_fired_time: 0.7517844439, output_fired_time: 0.4846858382, propagate_forward_time: 35.0526885986, propagate_backward_time: 48.3152351379, weight_update_time: 0.0989158154, other_time: 1.9618034363
epoch time: 8.7173976898s, input_fired_time: 0.0969246253, output_fired_time: 0.0000000000, propagate_forward_time: 8.2393627167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811101913
validation[          , genome  7142] predictions:    9653/  10000 (96.53%), best:    9728/10000 (97.28%), error:      1103.03662, best error:       912.64374 on epoch:    44, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 86.7085494995s, input_fired_time: 0.7383164167, output_fired_time: 0.4786697626, propagate_forward_time: 35.6138343811, propagate_backward_time: 48.0029487610, weight_update_time: 0.0942265689, other_time: 1.8747787476
epoch time: 7.3681020737s, input_fired_time: 0.0823953450, output_fired_time: 0.0000000000, propagate_forward_time: 6.9555759430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301305771
validation[          , genome  7142] predictions:    9715/  10000 (97.15%), best:    9728/10000 (97.28%), error:       922.84015, best error:       912.64374 on epoch:    44, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 85.8525390625s, input_fired_time: 0.7289234400, output_fired_time: 0.4730026424, propagate_forward_time: 34.7415161133, propagate_backward_time: 48.0521697998, weight_update_time: 0.0935408249, other_time: 1.8569335938
epoch time: 7.2158818245s, input_fired_time: 0.0806498528, output_fired_time: 0.0000000000, propagate_forward_time: 6.8102474213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249845505
validation[          , genome  7142] predictions:    9715/  10000 (97.15%), best:    9728/10000 (97.28%), error:       976.02466, best error:       912.64374 on epoch:    44, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 85.1439437866s, input_fired_time: 0.7277411819, output_fired_time: 0.4767189324, propagate_forward_time: 34.5593681335, propagate_backward_time: 47.5570526123, weight_update_time: 0.0918017849, other_time: 1.8230628967
epoch time: 7.4138054848s, input_fired_time: 0.0830589309, output_fired_time: 0.0000000000, propagate_forward_time: 7.0036973953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270492554
validation[          , genome  7142] predictions:    9651/  10000 (96.51%), best:    9728/10000 (97.28%), error:      1112.72583, best error:       912.64374 on epoch:    44, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 85.4915771484s, input_fired_time: 0.7331473231, output_fired_time: 0.4751346409, propagate_forward_time: 35.1243515015, propagate_backward_time: 47.3143386841, weight_update_time: 0.0932087228, other_time: 1.8446044922
epoch time: 7.4411640167s, input_fired_time: 0.0823544338, output_fired_time: 0.0000000000, propagate_forward_time: 7.0288867950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299226761
validation[          , genome  7142] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       903.87262, best error:       903.87262 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.8961715698s, input_fired_time: 0.7330182791, output_fired_time: 0.4848493934, propagate_forward_time: 35.1702728271, propagate_backward_time: 47.6778717041, weight_update_time: 0.0917724669, other_time: 1.8301620483
epoch time: 7.6682734489s, input_fired_time: 0.0866432190, output_fired_time: 0.0000000000, propagate_forward_time: 7.2370910645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445391655
validation[          , genome  7142] predictions:    9693/  10000 (96.93%), best:    9720/10000 (97.20%), error:       994.84375, best error:       903.87262 on epoch:    99, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 38.1507339478s, input_fired_time: 0.4440643787, output_fired_time: 0.0000000000, propagate_forward_time: 35.8927307129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8139381409
best training[          , genome  7142] predictions:   49622/  50000 (99.24%), best:    9720/10000 (97.20%), error:      1646.20813, best error:       903.87262 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 9.0180006027s, input_fired_time: 0.0946778879, output_fired_time: 0.0000000000, propagate_forward_time: 8.5212488174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020738602
   testing[          , genome  7142] predictions:    9769/  10000 (97.69%), best:    9720/10000 (97.20%), error:       817.25879, best error:       903.87262 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:15:27 (42000): called boinc_finish(0)

</stderr_txt>
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