Nameexact_genome_1512568488_42_5796_2
Workunit2600233
Created7 Dec 2017, 16:54:05 UTC
Sent7 Dec 2017, 16:59:27 UTC
Report deadline12 Dec 2017, 9:05:05 UTC
Received8 Dec 2017, 0:04:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 24 min 37 sec
CPU time1 hours 24 min 32 sec
Validate stateValid
Credit1,167.65
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.36 MB
Peak swap size154.12 MB
Peak disk usage1.42 MB

Stderr output

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

epoch time: 44.3609237671s, input_fired_time: 0.5972086191, output_fired_time: 0.3706282973, propagate_forward_time: 17.1719551086, propagate_backward_time: 24.7802886963, weight_update_time: 0.0687737614, other_time: 1.4408416748
epoch time: 3.7508864403s, input_fired_time: 0.0629215613, output_fired_time: 0.0000000000, propagate_forward_time: 3.4359636307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2520012856
validation[          , genome  5796] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1108.10461, best error:      1108.10461 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 44.6445579529s, input_fired_time: 0.6016720533, output_fired_time: 0.3736853004, propagate_forward_time: 17.2686672211, propagate_backward_time: 24.9394226074, weight_update_time: 0.0701617077, other_time: 1.4611110687
epoch time: 3.7640371323s, input_fired_time: 0.0650046617, output_fired_time: 0.0000000000, propagate_forward_time: 3.4371914864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618410587
validation[          , genome  5796] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1078.59106, best error:      1078.59106 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 44.9549865723s, input_fired_time: 0.6053674817, output_fired_time: 0.3752554059, propagate_forward_time: 17.3336791992, propagate_backward_time: 25.1440715790, weight_update_time: 0.0705632493, other_time: 1.4966144562
epoch time: 3.7588222027s, input_fired_time: 0.0641547665, output_fired_time: 0.0000000000, propagate_forward_time: 3.4396204948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2550468445
validation[          , genome  5796] predictions:    9652/  10000 (96.52%), best:    9692/10000 (96.92%), error:      1125.15259, best error:      1078.59106 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 46.0880966187s, input_fired_time: 0.6187148094, output_fired_time: 0.3836159408, propagate_forward_time: 17.7822475433, propagate_backward_time: 25.7339344025, weight_update_time: 0.0749021396, other_time: 1.5695838928
epoch time: 3.7680356503s, input_fired_time: 0.0661741272, output_fired_time: 0.0000000000, propagate_forward_time: 3.4382052422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636563778
validation[          , genome  5796] predictions:    9633/  10000 (96.33%), best:    9692/10000 (96.92%), error:      1201.80713, best error:      1078.59106 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 44.7002029419s, input_fired_time: 0.6130834222, output_fired_time: 0.3722897172, propagate_forward_time: 17.1776485443, propagate_backward_time: 24.9766654968, weight_update_time: 0.0751667917, other_time: 1.5605144501
epoch time: 3.7646820545s, input_fired_time: 0.0656116530, output_fired_time: 0.0000000000, propagate_forward_time: 3.4385695457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605009079
validation[          , genome  5796] predictions:    9619/  10000 (96.19%), best:    9692/10000 (96.92%), error:      1250.31824, best error:      1078.59106 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 45.7771415710s, input_fired_time: 0.6081207395, output_fired_time: 0.3794034123, propagate_forward_time: 17.6745109558, propagate_backward_time: 25.6179599762, weight_update_time: 0.0704752654, other_time: 1.4971485138
epoch time: 3.9392521381s, input_fired_time: 0.0651300102, output_fired_time: 0.0000000000, propagate_forward_time: 3.6072468758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668752670
validation[          , genome  5796] predictions:    9647/  10000 (96.47%), best:    9692/10000 (96.92%), error:      1133.52917, best error:      1078.59106 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 46.6891288757s, input_fired_time: 0.6183897853, output_fired_time: 0.3908269703, propagate_forward_time: 18.0125865936, propagate_backward_time: 26.1317329407, weight_update_time: 0.0719280466, other_time: 1.5355930328
epoch time: 3.7514920235s, input_fired_time: 0.0622762404, output_fired_time: 0.0000000000, propagate_forward_time: 3.4341683388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2550475597
validation[          , genome  5796] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1034.41187, best error:      1034.41187 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 46.1782608032s, input_fired_time: 0.6139845252, output_fired_time: 0.3854464293, propagate_forward_time: 17.7881050110, propagate_backward_time: 25.8526058197, weight_update_time: 0.0718380734, other_time: 1.5381221771
epoch time: 3.8115675449s, input_fired_time: 0.0647789165, output_fired_time: 0.0000000000, propagate_forward_time: 3.4844181538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623705864
validation[          , genome  5796] predictions:    9633/  10000 (96.33%), best:    9691/10000 (96.91%), error:      1181.30823, best error:      1034.41187 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 45.8675460815s, input_fired_time: 0.6143074632, output_fired_time: 0.3786317110, propagate_forward_time: 17.6414585114, propagate_backward_time: 25.6935558319, weight_update_time: 0.0711912587, other_time: 1.5395927429
epoch time: 3.7818205357s, input_fired_time: 0.0650363639, output_fired_time: 0.0000000000, propagate_forward_time: 3.4556536674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2611305714
validation[          , genome  5796] predictions:    9648/  10000 (96.48%), best:    9691/10000 (96.91%), error:      1160.70813, best error:      1034.41187 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 45.7217063904s, input_fired_time: 0.6096888185, output_fired_time: 0.3770850301, propagate_forward_time: 17.5498237610, propagate_backward_time: 25.6885337830, weight_update_time: 0.0703754500, other_time: 1.4965744019
epoch time: 3.7524955273s, input_fired_time: 0.0651161969, output_fired_time: 0.0000000000, propagate_forward_time: 3.4342603683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2531189919
validation[          , genome  5796] predictions:    9666/  10000 (96.66%), best:    9691/10000 (96.91%), error:      1125.06018, best error:      1034.41187 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 45.8848876953s, input_fired_time: 0.6117439866, output_fired_time: 0.3786263764, propagate_forward_time: 17.5908813477, propagate_backward_time: 25.8283195496, weight_update_time: 0.0702039301, other_time: 1.4753150940
epoch time: 4.1163225174s, input_fired_time: 0.0666162446, output_fired_time: 0.0000000000, propagate_forward_time: 3.7770092487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726972103
validation[          , genome  5796] predictions:    9616/  10000 (96.16%), best:    9691/10000 (96.91%), error:      1212.11084, best error:      1034.41187 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 45.6727867126s, input_fired_time: 0.6094784141, output_fired_time: 0.3778164387, propagate_forward_time: 17.5062961578, propagate_backward_time: 25.7039432526, weight_update_time: 0.0701257214, other_time: 1.4752540588
epoch time: 3.7495951653s, input_fired_time: 0.0635006055, output_fired_time: 0.0000000000, propagate_forward_time: 3.4340476990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2520468235
validation[          , genome  5796] predictions:    9680/  10000 (96.80%), best:    9691/10000 (96.91%), error:      1044.28772, best error:      1034.41187 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 46.0382499695s, input_fired_time: 0.6122201085, output_fired_time: 0.3783634007, propagate_forward_time: 17.6679954529, propagate_backward_time: 25.9071331024, weight_update_time: 0.0703503042, other_time: 1.4725360870
epoch time: 3.7543039322s, input_fired_time: 0.0638823062, output_fired_time: 0.0000000000, propagate_forward_time: 3.4375777245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2528438568
validation[          , genome  5796] predictions:    9662/  10000 (96.62%), best:    9691/10000 (96.91%), error:      1139.11401, best error:      1034.41187 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 45.6105499268s, input_fired_time: 0.6077768207, output_fired_time: 0.3756693602, propagate_forward_time: 17.4050025940, propagate_backward_time: 25.7664241791, weight_update_time: 0.0696863458, other_time: 1.4556789398
epoch time: 4.3867154121s, input_fired_time: 0.0720063373, output_fired_time: 0.0000000000, propagate_forward_time: 4.0195388794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951703072
validation[          , genome  5796] predictions:    9663/  10000 (96.63%), best:    9691/10000 (96.91%), error:      1115.42297, best error:      1034.41187 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 45.2358818054s, input_fired_time: 0.6190794110, output_fired_time: 0.3733290434, propagate_forward_time: 17.2108974457, propagate_backward_time: 25.4648170471, weight_update_time: 0.0748433396, other_time: 1.5677585602
epoch time: 3.7543120384s, input_fired_time: 0.0647035763, output_fired_time: 0.0000000000, propagate_forward_time: 3.4357218742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538866997
validation[          , genome  5796] predictions:    9626/  10000 (96.26%), best:    9691/10000 (96.91%), error:      1158.90308, best error:      1034.41187 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 45.5925331116s, input_fired_time: 0.6158629060, output_fired_time: 0.3770325482, propagate_forward_time: 17.2991523743, propagate_backward_time: 25.7572746277, weight_update_time: 0.0734694153, other_time: 1.5432090759
epoch time: 3.7643744946s, input_fired_time: 0.0653246120, output_fired_time: 0.0000000000, propagate_forward_time: 3.4384369850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2606129646
validation[          , genome  5796] predictions:    9654/  10000 (96.54%), best:    9691/10000 (96.91%), error:      1160.76660, best error:      1034.41187 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 46.1201171875s, input_fired_time: 0.6118451953, output_fired_time: 0.3773177266, propagate_forward_time: 17.5823383331, propagate_backward_time: 26.0769767761, weight_update_time: 0.0700242743, other_time: 1.4716358185
epoch time: 3.7985653877s, input_fired_time: 0.0641053766, output_fired_time: 0.0000000000, propagate_forward_time: 3.4824471474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2520129681
validation[          , genome  5796] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1033.70081, best error:      1033.70081 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 45.5837936401s, input_fired_time: 0.6084641814, output_fired_time: 0.3738770783, propagate_forward_time: 17.3347778320, propagate_backward_time: 25.8100757599, weight_update_time: 0.0695364326, other_time: 1.4565982819
epoch time: 3.7509360313s, input_fired_time: 0.0651580095, output_fired_time: 0.0000000000, propagate_forward_time: 3.4346904755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2510876656
validation[          , genome  5796] predictions:    9667/  10000 (96.67%), best:    9672/10000 (96.72%), error:      1077.99451, best error:      1033.70081 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 45.6723785400s, input_fired_time: 0.6108458638, output_fired_time: 0.3747307360, propagate_forward_time: 17.3780632019, propagate_backward_time: 25.8290996552, weight_update_time: 0.0697943121, other_time: 1.4796390533
epoch time: 3.8526093960s, input_fired_time: 0.0671605468, output_fired_time: 0.0000000000, propagate_forward_time: 3.5238068104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616419792
validation[          , genome  5796] predictions:    9679/  10000 (96.79%), best:    9672/10000 (96.72%), error:      1072.40063, best error:      1033.70081 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 46.2664489746s, input_fired_time: 0.6140798330, output_fired_time: 0.3785494566, propagate_forward_time: 17.5767745972, propagate_backward_time: 26.1771316528, weight_update_time: 0.0705893114, other_time: 1.5199165344
epoch time: 3.9370505810s, input_fired_time: 0.0669846162, output_fired_time: 0.0000000000, propagate_forward_time: 3.6026179790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674479485
validation[          , genome  5796] predictions:    9661/  10000 (96.61%), best:    9672/10000 (96.72%), error:      1135.74841, best error:      1033.70081 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 46.2576293945s, input_fired_time: 0.6159909964, output_fired_time: 0.3787443340, propagate_forward_time: 17.6033878326, propagate_backward_time: 26.1539154053, weight_update_time: 0.0701616183, other_time: 1.5055904388
epoch time: 3.9011113644s, input_fired_time: 0.0675599352, output_fired_time: 0.0000000000, propagate_forward_time: 3.5667476654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668037415
validation[          , genome  5796] predictions:    9601/  10000 (96.01%), best:    9672/10000 (96.72%), error:      1285.14648, best error:      1033.70081 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 46.9890708923s, input_fired_time: 0.6239414811, output_fired_time: 0.3835425675, propagate_forward_time: 17.7982788086, propagate_backward_time: 26.6012783051, weight_update_time: 0.0722621530, other_time: 1.5820293427
epoch time: 3.8224811554s, input_fired_time: 0.0669825822, output_fired_time: 0.0000000000, propagate_forward_time: 3.4903380871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651605606
validation[          , genome  5796] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1014.05438, best error:      1014.05438 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 46.2471847534s, input_fired_time: 0.6197835207, output_fired_time: 0.3778477013, propagate_forward_time: 17.5144653320, propagate_backward_time: 26.2250194550, weight_update_time: 0.0711794794, other_time: 1.5100650787
epoch time: 3.8604245186s, input_fired_time: 0.0668109357, output_fired_time: 0.0000000000, propagate_forward_time: 3.5350136757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585999966
validation[          , genome  5796] predictions:    9626/  10000 (96.26%), best:    9688/10000 (96.88%), error:      1211.29041, best error:      1014.05438 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 46.7316665649s, input_fired_time: 0.6241807938, output_fired_time: 0.3808481097, propagate_forward_time: 17.7048358917, propagate_backward_time: 26.5100021362, weight_update_time: 0.0714198574, other_time: 1.5118007660
epoch time: 3.8667838573s, input_fired_time: 0.0677810833, output_fired_time: 0.0000000000, propagate_forward_time: 3.5347301960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642726898
validation[          , genome  5796] predictions:    9695/  10000 (96.95%), best:    9688/10000 (96.88%), error:      1066.87756, best error:      1014.05438 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 46.8170471191s, input_fired_time: 0.6224848628, output_fired_time: 0.3814693391, propagate_forward_time: 17.7233676910, propagate_backward_time: 26.5846157074, weight_update_time: 0.0715237260, other_time: 1.5051078796
epoch time: 3.7601704597s, input_fired_time: 0.0666200146, output_fired_time: 0.0000000000, propagate_forward_time: 3.4411571026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2523932457
validation[          , genome  5796] predictions:    9680/  10000 (96.80%), best:    9688/10000 (96.88%), error:      1084.50232, best error:      1014.05438 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 46.2400093079s, input_fired_time: 0.6207318306, output_fired_time: 0.3769871593, propagate_forward_time: 17.4996509552, propagate_backward_time: 26.2669143677, weight_update_time: 0.0704886615, other_time: 1.4757251740
epoch time: 3.9590554237s, input_fired_time: 0.0679375380, output_fired_time: 0.0000000000, propagate_forward_time: 3.6234424114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676753998
validation[          , genome  5796] predictions:    9620/  10000 (96.20%), best:    9688/10000 (96.88%), error:      1260.77600, best error:      1014.05438 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 46.2857551575s, input_fired_time: 0.6196004748, output_fired_time: 0.3767024279, propagate_forward_time: 17.4880981445, propagate_backward_time: 26.3219127655, weight_update_time: 0.0706734657, other_time: 1.4794406891
epoch time: 3.9524490833s, input_fired_time: 0.0694334134, output_fired_time: 0.0000000000, propagate_forward_time: 3.6162092686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668063641
validation[          , genome  5796] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:       980.26984, best error:       980.26984 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 46.3135452271s, input_fired_time: 0.6203833222, output_fired_time: 0.3772036731, propagate_forward_time: 17.4920730591, propagate_backward_time: 26.3438243866, weight_update_time: 0.0707059875, other_time: 1.4800586700
epoch time: 3.7661149502s, input_fired_time: 0.0657232478, output_fired_time: 0.0000000000, propagate_forward_time: 3.4466824532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2537093163
validation[          , genome  5796] predictions:    9674/  10000 (96.74%), best:    9683/10000 (96.83%), error:      1087.52380, best error:       980.26984 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 46.4904861450s, input_fired_time: 0.6224392056, output_fired_time: 0.3781341016, propagate_forward_time: 17.5510196686, propagate_backward_time: 26.4450168610, weight_update_time: 0.0710659996, other_time: 1.4938735962
epoch time: 3.7692933083s, input_fired_time: 0.0674302131, output_fired_time: 0.0000000000, propagate_forward_time: 3.4468989372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549641132
validation[          , genome  5796] predictions:    9700/  10000 (97.00%), best:    9683/10000 (96.83%), error:       986.08514, best error:       980.26984 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 46.5500907898s, input_fired_time: 0.6226540804, output_fired_time: 0.3782822490, propagate_forward_time: 17.5613918304, propagate_backward_time: 26.4970512390, weight_update_time: 0.0716067553, other_time: 1.4907131195
epoch time: 3.8330338001s, input_fired_time: 0.0666782632, output_fired_time: 0.0000000000, propagate_forward_time: 3.5092258453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2571296692
validation[          , genome  5796] predictions:    9666/  10000 (96.66%), best:    9683/10000 (96.83%), error:      1137.00891, best error:       980.26984 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 47.1592407227s, input_fired_time: 0.6262043118, output_fired_time: 0.3821756542, propagate_forward_time: 17.7730350494, propagate_backward_time: 26.8718719482, weight_update_time: 0.0717353225, other_time: 1.5059528351
epoch time: 3.8724896908s, input_fired_time: 0.0664824620, output_fired_time: 0.0000000000, propagate_forward_time: 3.5432829857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627241611
validation[          , genome  5796] predictions:    9699/  10000 (96.99%), best:    9683/10000 (96.83%), error:       987.78137, best error:       980.26984 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 47.4969367981s, input_fired_time: 0.6290131807, output_fired_time: 0.3865269125, propagate_forward_time: 17.8929729462, propagate_backward_time: 27.0383281708, weight_update_time: 0.0724435449, other_time: 1.5500946045
epoch time: 3.9707412720s, input_fired_time: 0.0685404539, output_fired_time: 0.0000000000, propagate_forward_time: 3.6222665310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799341679
validation[          , genome  5796] predictions:    9705/  10000 (97.05%), best:    9683/10000 (96.83%), error:      1007.39844, best error:       980.26984 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 47.1862983704s, input_fired_time: 0.6285889149, output_fired_time: 0.3829858899, propagate_forward_time: 17.7341594696, propagate_backward_time: 26.8650760651, weight_update_time: 0.0724909678, other_time: 1.5754890442
epoch time: 4.0132508278s, input_fired_time: 0.0706088915, output_fired_time: 0.0000000000, propagate_forward_time: 3.6628928185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2797491550
validation[          , genome  5796] predictions:    9686/  10000 (96.86%), best:    9683/10000 (96.83%), error:      1031.64917, best error:       980.26984 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 47.2706909180s, input_fired_time: 0.6361566782, output_fired_time: 0.3843261302, propagate_forward_time: 17.7442893982, propagate_backward_time: 26.9448547363, weight_update_time: 0.0752988160, other_time: 1.5610618591
epoch time: 3.9067802429s, input_fired_time: 0.0673136637, output_fired_time: 0.0000000000, propagate_forward_time: 3.5667011738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727653980
validation[          , genome  5796] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       946.14813, best error:       946.14813 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 47.8351821899s, input_fired_time: 0.6319314837, output_fired_time: 0.3860409260, propagate_forward_time: 18.0431270599, propagate_backward_time: 27.2556476593, weight_update_time: 0.0714052320, other_time: 1.5184364319
epoch time: 3.9473137856s, input_fired_time: 0.0688176751, output_fired_time: 0.0000000000, propagate_forward_time: 3.6090877056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694084644
validation[          , genome  5796] predictions:    9663/  10000 (96.63%), best:    9716/10000 (97.16%), error:      1086.94336, best error:       946.14813 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 46.5669975281s, input_fired_time: 0.6292483807, output_fired_time: 0.3758060336, propagate_forward_time: 17.5340366364, propagate_backward_time: 26.5333747864, weight_update_time: 0.0717711896, other_time: 1.4945316315
epoch time: 3.8622455597s, input_fired_time: 0.0674475655, output_fired_time: 0.0000000000, propagate_forward_time: 3.5364680290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583298683
validation[          , genome  5796] predictions:    9626/  10000 (96.26%), best:    9716/10000 (97.16%), error:      1200.05725, best error:       946.14813 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 46.9190368652s, input_fired_time: 0.6292191744, output_fired_time: 0.3804484308, propagate_forward_time: 17.6306362152, propagate_backward_time: 26.8019981384, weight_update_time: 0.0700374469, other_time: 1.4767360687
epoch time: 4.3587522507s, input_fired_time: 0.0737141222, output_fired_time: 0.0000000000, propagate_forward_time: 3.9991693497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858686447
validation[          , genome  5796] predictions:    9707/  10000 (97.07%), best:    9716/10000 (97.16%), error:       988.21246, best error:       946.14813 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 46.2179374695s, input_fired_time: 0.6321804523, output_fired_time: 0.3736209571, propagate_forward_time: 17.3466911316, propagate_backward_time: 26.3623142242, weight_update_time: 0.0726424158, other_time: 1.5031337738
epoch time: 3.7658107281s, input_fired_time: 0.0677601472, output_fired_time: 0.0000000000, propagate_forward_time: 3.4388229847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592275143
validation[          , genome  5796] predictions:    9641/  10000 (96.41%), best:    9716/10000 (97.16%), error:      1102.35291, best error:       946.14813 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 45.9886207581s, input_fired_time: 0.6331260800, output_fired_time: 0.3710007071, propagate_forward_time: 17.2182502747, propagate_backward_time: 26.2335300446, weight_update_time: 0.0733204857, other_time: 1.5327129364
epoch time: 3.7718214989s, input_fired_time: 0.0707075745, output_fired_time: 0.0000000000, propagate_forward_time: 3.4401357174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609782219
validation[          , genome  5796] predictions:    9669/  10000 (96.69%), best:    9716/10000 (97.16%), error:      1104.92883, best error:       946.14813 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 45.9638671875s, input_fired_time: 0.6304765344, output_fired_time: 0.3706428409, propagate_forward_time: 17.2114486694, propagate_backward_time: 26.2438354492, weight_update_time: 0.0731608570, other_time: 1.5074615479
epoch time: 3.7620396614s, input_fired_time: 0.0688836053, output_fired_time: 0.0000000000, propagate_forward_time: 3.4366083145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2565476894
validation[          , genome  5796] predictions:    9672/  10000 (96.72%), best:    9716/10000 (97.16%), error:      1076.48022, best error:       946.14813 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 46.1355895996s, input_fired_time: 0.6353551745, output_fired_time: 0.3725401163, propagate_forward_time: 17.2727870941, propagate_backward_time: 26.3310737610, weight_update_time: 0.0736121386, other_time: 1.5238323212
epoch time: 3.7610130310s, input_fired_time: 0.0678144246, output_fired_time: 0.0000000000, propagate_forward_time: 3.4368042946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563943863
validation[          , genome  5796] predictions:    9688/  10000 (96.88%), best:    9716/10000 (97.16%), error:      1025.58838, best error:       946.14813 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 46.8442497253s, input_fired_time: 0.6284981966, output_fired_time: 0.3782885075, propagate_forward_time: 17.5304565430, propagate_backward_time: 26.8272857666, weight_update_time: 0.0699888989, other_time: 1.4797210693
epoch time: 3.7950930595s, input_fired_time: 0.0662576631, output_fired_time: 0.0000000000, propagate_forward_time: 3.4713456631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2574896812
validation[          , genome  5796] predictions:    9715/  10000 (97.15%), best:    9716/10000 (97.16%), error:       993.61816, best error:       946.14813 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 46.8608665466s, input_fired_time: 0.6280667782, output_fired_time: 0.3791015744, propagate_forward_time: 17.5154628754, propagate_backward_time: 26.8707027435, weight_update_time: 0.0699009374, other_time: 1.4675331116
epoch time: 3.7658152580s, input_fired_time: 0.0667240322, output_fired_time: 0.0000000000, propagate_forward_time: 3.4426538944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564373016
validation[          , genome  5796] predictions:    9693/  10000 (96.93%), best:    9716/10000 (97.16%), error:      1056.64587, best error:       946.14813 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 46.7956581116s, input_fired_time: 0.6286755204, output_fired_time: 0.3776480258, propagate_forward_time: 17.5457553864, propagate_backward_time: 26.7672748566, weight_update_time: 0.0698611736, other_time: 1.4763031006
epoch time: 3.7968599796s, input_fired_time: 0.0675579086, output_fired_time: 0.0000000000, propagate_forward_time: 3.4728136063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564885616
validation[          , genome  5796] predictions:    9695/  10000 (96.95%), best:    9716/10000 (97.16%), error:       983.46759, best error:       946.14813 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 47.3157997131s, input_fired_time: 0.6315098405, output_fired_time: 0.3818100691, propagate_forward_time: 17.7526168823, propagate_backward_time: 27.0560951233, weight_update_time: 0.0708324239, other_time: 1.4937667847
epoch time: 4.0867276192s, input_fired_time: 0.0715572163, output_fired_time: 0.0000000000, propagate_forward_time: 3.7443463802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2708241940
validation[          , genome  5796] predictions:    9675/  10000 (96.75%), best:    9716/10000 (97.16%), error:      1061.52649, best error:       946.14813 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 46.4656639099s, input_fired_time: 0.6232501864, output_fired_time: 0.3749426007, propagate_forward_time: 17.4175834656, propagate_backward_time: 26.5846519470, weight_update_time: 0.0696078688, other_time: 1.4652366638
epoch time: 3.7545990944s, input_fired_time: 0.0656873360, output_fired_time: 0.0000000000, propagate_forward_time: 3.4365255833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2523860931
validation[          , genome  5796] predictions:    9642/  10000 (96.42%), best:    9716/10000 (97.16%), error:      1171.53845, best error:       946.14813 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 46.4713058472s, input_fired_time: 0.6221160889, output_fired_time: 0.3754390478, propagate_forward_time: 17.4314079285, propagate_backward_time: 26.5927562714, weight_update_time: 0.0694029555, other_time: 1.4495868683
epoch time: 3.7619059086s, input_fired_time: 0.0675401390, output_fired_time: 0.0000000000, propagate_forward_time: 3.4422121048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2521536350
validation[          , genome  5796] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       922.40259, best error:       922.40259 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 46.1841239929s, input_fired_time: 0.6228019595, output_fired_time: 0.3741972744, propagate_forward_time: 17.2817554474, propagate_backward_time: 26.4741802216, weight_update_time: 0.0687750503, other_time: 1.4311866760
epoch time: 3.7547681332s, input_fired_time: 0.0665130690, output_fired_time: 0.0000000000, propagate_forward_time: 3.4364292622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2518258095
validation[          , genome  5796] predictions:    9688/  10000 (96.88%), best:    9726/10000 (97.26%), error:      1071.10107, best error:       922.40259 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 46.0639076233s, input_fired_time: 0.6235948205, output_fired_time: 0.3711653352, propagate_forward_time: 17.2444515228, propagate_backward_time: 26.3922061920, weight_update_time: 0.0687539428, other_time: 1.4324874878
epoch time: 3.8812844753s, input_fired_time: 0.0702509731, output_fired_time: 0.0000000000, propagate_forward_time: 3.5530030727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580304146
validation[          , genome  5796] predictions:    9670/  10000 (96.70%), best:    9726/10000 (97.26%), error:      1089.07751, best error:       922.40259 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 46.1507644653s, input_fired_time: 0.6246172190, output_fired_time: 0.3725625873, propagate_forward_time: 17.2646732330, propagate_backward_time: 26.4568634033, weight_update_time: 0.0686839819, other_time: 1.4320468903
epoch time: 3.7623448372s, input_fired_time: 0.0671853870, output_fired_time: 0.0000000000, propagate_forward_time: 3.4406583309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2545011044
validation[          , genome  5796] predictions:    9684/  10000 (96.84%), best:    9726/10000 (97.26%), error:      1002.51740, best error:       922.40259 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 46.2118492126s, input_fired_time: 0.6251213551, output_fired_time: 0.3738448918, propagate_forward_time: 17.2867870331, propagate_backward_time: 26.4980773926, weight_update_time: 0.0687777251, other_time: 1.4280185699
epoch time: 3.7882368565s, input_fired_time: 0.0675616786, output_fired_time: 0.0000000000, propagate_forward_time: 3.4672276974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534475327
validation[          , genome  5796] predictions:    9700/  10000 (97.00%), best:    9726/10000 (97.26%), error:       980.62457, best error:       922.40259 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 46.4683380127s, input_fired_time: 0.6394314766, output_fired_time: 0.3731452823, propagate_forward_time: 17.3524303436, propagate_backward_time: 26.5776290894, weight_update_time: 0.0749689341, other_time: 1.5257015228
epoch time: 3.7740864754s, input_fired_time: 0.0693387687, output_fired_time: 0.0000000000, propagate_forward_time: 3.4453570843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593905926
validation[          , genome  5796] predictions:    9626/  10000 (96.26%), best:    9726/10000 (97.26%), error:      1270.68066, best error:       922.40259 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 46.0049209595s, input_fired_time: 0.6253859401, output_fired_time: 0.3711678386, propagate_forward_time: 17.1727294922, propagate_backward_time: 26.3785343170, weight_update_time: 0.0696146116, other_time: 1.4571056366
epoch time: 3.7566988468s, input_fired_time: 0.0659408644, output_fired_time: 0.0000000000, propagate_forward_time: 3.4372110367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2535469532
validation[          , genome  5796] predictions:    9610/  10000 (96.10%), best:    9726/10000 (97.26%), error:      1264.68396, best error:       922.40259 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 45.9606742859s, input_fired_time: 0.6256704926, output_fired_time: 0.3705526590, propagate_forward_time: 17.1695919037, propagate_backward_time: 26.3518428802, weight_update_time: 0.0689974502, other_time: 1.4430160522
epoch time: 3.7602529526s, input_fired_time: 0.0694818199, output_fired_time: 0.0000000000, propagate_forward_time: 3.4377303123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2530407906
validation[          , genome  5796] predictions:    9672/  10000 (96.72%), best:    9726/10000 (97.26%), error:      1101.94165, best error:       922.40259 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 46.0857429504s, input_fired_time: 0.6292238832, output_fired_time: 0.3732244968, propagate_forward_time: 17.2095546722, propagate_backward_time: 26.4232597351, weight_update_time: 0.0692738295, other_time: 1.4504795074
epoch time: 3.7679460049s, input_fired_time: 0.0694062710, output_fired_time: 0.0000000000, propagate_forward_time: 3.4374561310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610836029
validation[          , genome  5796] predictions:    9662/  10000 (96.62%), best:    9726/10000 (97.26%), error:      1096.28198, best error:       922.40259 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 46.1040267944s, input_fired_time: 0.6298428774, output_fired_time: 0.3721058965, propagate_forward_time: 17.2213935852, propagate_backward_time: 26.4264297485, weight_update_time: 0.0691675693, other_time: 1.4542541504
epoch time: 3.7727825642s, input_fired_time: 0.0681048408, output_fired_time: 0.0000000000, propagate_forward_time: 3.4441137314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605640888
validation[          , genome  5796] predictions:    9693/  10000 (96.93%), best:    9726/10000 (97.26%), error:      1007.39935, best error:       922.40259 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 46.1499710083s, input_fired_time: 0.6277239919, output_fired_time: 0.3712055683, propagate_forward_time: 17.2019710541, propagate_backward_time: 26.4784660339, weight_update_time: 0.0693619475, other_time: 1.4706058502
epoch time: 3.7581822872s, input_fired_time: 0.0675299764, output_fired_time: 0.0000000000, propagate_forward_time: 3.4371194839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2535328865
validation[          , genome  5796] predictions:    9714/  10000 (97.14%), best:    9726/10000 (97.26%), error:       969.54230, best error:       922.40259 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 46.1898002625s, input_fired_time: 0.6268393993, output_fired_time: 0.3739382327, propagate_forward_time: 17.2519779205, propagate_backward_time: 26.4845561981, weight_update_time: 0.0694396272, other_time: 1.4524879456
epoch time: 3.7608618736s, input_fired_time: 0.0683893487, output_fired_time: 0.0000000000, propagate_forward_time: 3.4379160404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2545564175
validation[          , genome  5796] predictions:    9721/  10000 (97.21%), best:    9726/10000 (97.26%), error:       936.34967, best error:       922.40259 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 46.3466072083s, input_fired_time: 0.6324019432, output_fired_time: 0.3760048151, propagate_forward_time: 17.3086814880, propagate_backward_time: 26.5605068207, weight_update_time: 0.0698542893, other_time: 1.4690151215
epoch time: 3.7649698257s, input_fired_time: 0.0684877783, output_fired_time: 0.0000000000, propagate_forward_time: 3.4375352859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589466572
validation[          , genome  5796] predictions:    9697/  10000 (96.97%), best:    9726/10000 (97.26%), error:      1020.62872, best error:       922.40259 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 46.2567443848s, input_fired_time: 0.6266916394, output_fired_time: 0.3737431765, propagate_forward_time: 17.2948322296, propagate_backward_time: 26.5185947418, weight_update_time: 0.0697209761, other_time: 1.4428825378
epoch time: 3.7620205879s, input_fired_time: 0.0680664927, output_fired_time: 0.0000000000, propagate_forward_time: 3.4408545494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2530994415
validation[          , genome  5796] predictions:    9707/  10000 (97.07%), best:    9726/10000 (97.26%), error:      1004.74274, best error:       922.40259 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 46.0907630920s, input_fired_time: 0.6285760999, output_fired_time: 0.3704593182, propagate_forward_time: 17.1948566437, propagate_backward_time: 26.4606895447, weight_update_time: 0.0697820708, other_time: 1.4361820221
epoch time: 3.7572410107s, input_fired_time: 0.0682390630, output_fired_time: 0.0000000000, propagate_forward_time: 3.4370112419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2519907951
validation[          , genome  5796] predictions:    9694/  10000 (96.94%), best:    9726/10000 (97.26%), error:      1010.41235, best error:       922.40259 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 46.0855560303s, input_fired_time: 0.6284911036, output_fired_time: 0.3754795492, propagate_forward_time: 17.1898288727, propagate_backward_time: 26.4532299042, weight_update_time: 0.0693179891, other_time: 1.4385261536
epoch time: 3.7626478672s, input_fired_time: 0.0701809525, output_fired_time: 0.0000000000, propagate_forward_time: 3.4382891655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2541778088
validation[          , genome  5796] predictions:    9658/  10000 (96.58%), best:    9726/10000 (97.26%), error:      1127.65881, best error:       922.40259 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 46.1036605835s, input_fired_time: 0.6281839609, output_fired_time: 0.3716488481, propagate_forward_time: 17.1792221069, propagate_backward_time: 26.4917297363, weight_update_time: 0.0694346279, other_time: 1.4328727722
epoch time: 3.7598886490s, input_fired_time: 0.0692341030, output_fired_time: 0.0000000000, propagate_forward_time: 3.4380044937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2526500225
validation[          , genome  5796] predictions:    9668/  10000 (96.68%), best:    9726/10000 (97.26%), error:      1118.88147, best error:       922.40259 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 46.0156288147s, input_fired_time: 0.6305063963, output_fired_time: 0.3707742393, propagate_forward_time: 17.1816692352, propagate_backward_time: 26.3984813690, weight_update_time: 0.0696141794, other_time: 1.4342002869
epoch time: 3.7588448524s, input_fired_time: 0.0695403814, output_fired_time: 0.0000000000, propagate_forward_time: 3.4374217987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2518825531
validation[          , genome  5796] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:      1005.13995, best error:       922.40259 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 46.0461654663s, input_fired_time: 0.6280773878, output_fired_time: 0.3699274957, propagate_forward_time: 17.1711864471, propagate_backward_time: 26.4449062347, weight_update_time: 0.0694722906, other_time: 1.4320678711
epoch time: 3.7606596947s, input_fired_time: 0.0700904205, output_fired_time: 0.0000000000, propagate_forward_time: 3.4375586510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2530105114
validation[          , genome  5796] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:       992.17395, best error:       922.40259 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 46.0346450806s, input_fired_time: 0.6293495893, output_fired_time: 0.3695195913, propagate_forward_time: 17.1679172516, propagate_backward_time: 26.4374046326, weight_update_time: 0.0693905428, other_time: 1.4304561615
epoch time: 3.7588062286s, input_fired_time: 0.0691241995, output_fired_time: 0.0000000000, propagate_forward_time: 3.4375061989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2521758080
validation[          , genome  5796] predictions:    9654/  10000 (96.54%), best:    9726/10000 (97.26%), error:      1251.84241, best error:       922.40259 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 46.0545463562s, input_fired_time: 0.6276319027, output_fired_time: 0.3693185747, propagate_forward_time: 17.1635322571, propagate_backward_time: 26.4714336395, weight_update_time: 0.0695027336, other_time: 1.4226284027
epoch time: 3.7552568913s, input_fired_time: 0.0692426860, output_fired_time: 0.0000000000, propagate_forward_time: 3.4352588654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2507553101
validation[          , genome  5796] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       905.82513, best error:       905.82513 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 46.3037757874s, input_fired_time: 0.6312130690, output_fired_time: 0.3769379556, propagate_forward_time: 17.2927494049, propagate_backward_time: 26.5779972076, weight_update_time: 0.0700266883, other_time: 1.4248771667
epoch time: 3.7543716431s, input_fired_time: 0.0696990713, output_fired_time: 0.0000000000, propagate_forward_time: 3.4349739552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2496986389
validation[          , genome  5796] predictions:    9644/  10000 (96.44%), best:    9737/10000 (97.37%), error:      1152.87866, best error:       905.82513 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 46.0937461853s, input_fired_time: 0.6311290264, output_fired_time: 0.3740000725, propagate_forward_time: 17.2100925446, propagate_backward_time: 26.4622859955, weight_update_time: 0.0696339309, other_time: 1.4162368774
epoch time: 3.7546021938s, input_fired_time: 0.0694582090, output_fired_time: 0.0000000000, propagate_forward_time: 3.4349644184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2501795292
validation[          , genome  5796] predictions:    9677/  10000 (96.77%), best:    9737/10000 (97.37%), error:      1065.71716, best error:       905.82513 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 46.0120582581s, input_fired_time: 0.6299099326, output_fired_time: 0.3683923781, propagate_forward_time: 17.1679325104, propagate_backward_time: 26.4223747253, weight_update_time: 0.0699908659, other_time: 1.4234485626
epoch time: 3.7574212551s, input_fired_time: 0.0689978004, output_fired_time: 0.0000000000, propagate_forward_time: 3.4379625320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2504608631
validation[          , genome  5796] predictions:    9712/  10000 (97.12%), best:    9737/10000 (97.37%), error:       959.18744, best error:       905.82513 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 46.2184181213s, input_fired_time: 0.6329678893, output_fired_time: 0.3743987381, propagate_forward_time: 17.2663269043, propagate_backward_time: 26.5299339294, weight_update_time: 0.0702269152, other_time: 1.4147911072
epoch time: 3.7620668411s, input_fired_time: 0.0702388957, output_fired_time: 0.0000000000, propagate_forward_time: 3.4397037029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2521243095
validation[          , genome  5796] predictions:    9699/  10000 (96.99%), best:    9737/10000 (97.37%), error:       974.38947, best error:       905.82513 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 46.4533805847s, input_fired_time: 0.6355237365, output_fired_time: 0.3760666549, propagate_forward_time: 17.3192157745, propagate_backward_time: 26.6699981689, weight_update_time: 0.0707482249, other_time: 1.4525737762
epoch time: 3.7592098713s, input_fired_time: 0.0704287440, output_fired_time: 0.0000000000, propagate_forward_time: 3.4381141663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2506668568
validation[          , genome  5796] predictions:    9605/  10000 (96.05%), best:    9737/10000 (97.37%), error:      1314.81995, best error:       905.82513 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 46.1266899109s, input_fired_time: 0.6336795092, output_fired_time: 0.3700630665, propagate_forward_time: 17.2021675110, propagate_backward_time: 26.4941062927, weight_update_time: 0.0705521479, other_time: 1.4266738892
epoch time: 3.7575604916s, input_fired_time: 0.0706624612, output_fired_time: 0.0000000000, propagate_forward_time: 3.4368481636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2500498295
validation[          , genome  5796] predictions:    9658/  10000 (96.58%), best:    9737/10000 (97.37%), error:      1155.71826, best error:       905.82513 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 46.4151039124s, input_fired_time: 0.6334947944, output_fired_time: 0.3770298958, propagate_forward_time: 17.3337211609, propagate_backward_time: 26.6544303894, weight_update_time: 0.0715120956, other_time: 1.4164276123
epoch time: 3.7552320957s, input_fired_time: 0.0695393309, output_fired_time: 0.0000000000, propagate_forward_time: 3.4358475208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2498452663
validation[          , genome  5796] predictions:    9687/  10000 (96.87%), best:    9737/10000 (97.37%), error:      1131.54785, best error:       905.82513 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 46.3643875122s, input_fired_time: 0.6350424886, output_fired_time: 0.3749319911, propagate_forward_time: 17.3032779694, propagate_backward_time: 26.6317844391, weight_update_time: 0.0717304945, other_time: 1.4193496704
epoch time: 3.9207017422s, input_fired_time: 0.0721874908, output_fired_time: 0.0000000000, propagate_forward_time: 3.5894699097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590444088
validation[          , genome  5796] predictions:    9658/  10000 (96.58%), best:    9737/10000 (97.37%), error:      1180.14746, best error:       905.82513 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 46.4535102844s, input_fired_time: 0.6367839575, output_fired_time: 0.3724652529, propagate_forward_time: 17.3476276398, propagate_backward_time: 26.6618232727, weight_update_time: 0.0725347474, other_time: 1.4348087311
epoch time: 4.0540757179s, input_fired_time: 0.0729724094, output_fired_time: 0.0000000000, propagate_forward_time: 3.7131083012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679951191
validation[          , genome  5796] predictions:    9715/  10000 (97.15%), best:    9737/10000 (97.37%), error:       927.77570, best error:       905.82513 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 46.9472503662s, input_fired_time: 0.6381593347, output_fired_time: 0.3797261417, propagate_forward_time: 17.5422878265, propagate_backward_time: 26.9489727020, weight_update_time: 0.0735509992, other_time: 1.4381027222
epoch time: 3.7530603409s, input_fired_time: 0.0701119229, output_fired_time: 0.0000000000, propagate_forward_time: 3.4344935417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2484548092
validation[          , genome  5796] predictions:    9674/  10000 (96.74%), best:    9737/10000 (97.37%), error:      1118.31177, best error:       905.82513 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 46.1946907043s, input_fired_time: 0.6351122856, output_fired_time: 0.3744385839, propagate_forward_time: 17.2354068756, propagate_backward_time: 26.5361614227, weight_update_time: 0.0722906888, other_time: 1.4135704041
epoch time: 3.7536273003s, input_fired_time: 0.0702842698, output_fired_time: 0.0000000000, propagate_forward_time: 3.4346630573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2486798763
validation[          , genome  5796] predictions:    9684/  10000 (96.84%), best:    9737/10000 (97.37%), error:      1080.30225, best error:       905.82513 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 46.0332107544s, input_fired_time: 0.6331756711, output_fired_time: 0.3686619699, propagate_forward_time: 17.1575660706, propagate_backward_time: 26.4659481049, weight_update_time: 0.0723103359, other_time: 1.4078578949
epoch time: 3.7754452229s, input_fired_time: 0.0699589178, output_fired_time: 0.0000000000, propagate_forward_time: 3.4547910690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2506952286
validation[          , genome  5796] predictions:    9691/  10000 (96.91%), best:    9737/10000 (97.37%), error:      1034.10107, best error:       905.82513 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 46.2566261292s, input_fired_time: 0.6357695460, output_fired_time: 0.3742555082, propagate_forward_time: 17.2759284973, propagate_backward_time: 26.5564117432, weight_update_time: 0.0728590339, other_time: 1.4142608643
epoch time: 3.7943933010s, input_fired_time: 0.0719259456, output_fired_time: 0.0000000000, propagate_forward_time: 3.4712781906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2511892319
validation[          , genome  5796] predictions:    9673/  10000 (96.73%), best:    9737/10000 (97.37%), error:      1104.34265, best error:       905.82513 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 46.6089248657s, input_fired_time: 0.6375298500, output_fired_time: 0.3769035935, propagate_forward_time: 17.3754043579, propagate_backward_time: 26.7723999023, weight_update_time: 0.0734605044, other_time: 1.4466857910
epoch time: 3.8187613487s, input_fired_time: 0.0700811893, output_fired_time: 0.0000000000, propagate_forward_time: 3.4945061207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2541739941
validation[          , genome  5796] predictions:    9692/  10000 (96.92%), best:    9737/10000 (97.37%), error:      1024.04932, best error:       905.82513 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 46.9061279297s, input_fired_time: 0.6438261867, output_fired_time: 0.3799903393, propagate_forward_time: 17.5047206879, propagate_backward_time: 26.9324417114, weight_update_time: 0.0740401074, other_time: 1.4451503754
epoch time: 3.9325430393s, input_fired_time: 0.0724227205, output_fired_time: 0.0000000000, propagate_forward_time: 3.5997455120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603747845
validation[          , genome  5796] predictions:    9434/  10000 (94.34%), best:    9737/10000 (97.37%), error:      1855.82861, best error:       905.82513 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 46.8300209045s, input_fired_time: 0.6466684937, output_fired_time: 0.3755218387, propagate_forward_time: 17.4977378845, propagate_backward_time: 26.8539791107, weight_update_time: 0.0742677301, other_time: 1.4561138153
epoch time: 3.7625956535s, input_fired_time: 0.0703335106, output_fired_time: 0.0000000000, propagate_forward_time: 3.4400160313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2522461414
validation[          , genome  5796] predictions:    9682/  10000 (96.82%), best:    9737/10000 (97.37%), error:      1054.73193, best error:       905.82513 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 47.2806549072s, input_fired_time: 0.6521050334, output_fired_time: 0.3791693747, propagate_forward_time: 17.6735820770, propagate_backward_time: 27.0950031281, weight_update_time: 0.0754938051, other_time: 1.4807968140
epoch time: 3.7598488331s, input_fired_time: 0.0707111433, output_fired_time: 0.0000000000, propagate_forward_time: 3.4366161823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2525215149
validation[          , genome  5796] predictions:    9665/  10000 (96.65%), best:    9737/10000 (97.37%), error:      1119.00452, best error:       905.82513 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 46.6155815125s, input_fired_time: 0.6442868710, output_fired_time: 0.3754179478, propagate_forward_time: 17.3761329651, propagate_backward_time: 26.7553310394, weight_update_time: 0.0744180009, other_time: 1.4644107819
epoch time: 3.9215643406s, input_fired_time: 0.0744061470, output_fired_time: 0.0000000000, propagate_forward_time: 3.5829999447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641582489
validation[          , genome  5796] predictions:    9734/  10000 (97.34%), best:    9737/10000 (97.37%), error:       980.13324, best error:       905.82513 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 47.1621475220s, input_fired_time: 0.6490073204, output_fired_time: 0.3785456419, propagate_forward_time: 17.6442413330, propagate_backward_time: 27.0276184082, weight_update_time: 0.0752782449, other_time: 1.4627380371
epoch time: 3.7639403343s, input_fired_time: 0.0714323744, output_fired_time: 0.0000000000, propagate_forward_time: 3.4417810440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2507269382
validation[          , genome  5796] predictions:    9656/  10000 (96.56%), best:    9737/10000 (97.37%), error:      1143.22229, best error:       905.82513 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 47.1987876892s, input_fired_time: 0.6471658349, output_fired_time: 0.3784159720, propagate_forward_time: 17.6335144043, propagate_backward_time: 27.0826492310, weight_update_time: 0.0761686638, other_time: 1.4570426941
epoch time: 3.7791869640s, input_fired_time: 0.0722343773, output_fired_time: 0.0000000000, propagate_forward_time: 3.4546272755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2523252964
validation[          , genome  5796] predictions:    9721/  10000 (97.21%), best:    9737/10000 (97.37%), error:       975.43530, best error:       905.82513 on epoch:    80, 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: 19.0542106628s, input_fired_time: 0.3538656235, output_fired_time: 0.0000000000, propagate_forward_time: 17.4043197632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2960243225
best training[          , genome  5796] predictions:   49533/  50000 (99.07%), best:    9737/10000 (97.37%), error:      1939.05823, best error:       905.82513 on epoch:    80, 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: 3.7924706936s, input_fired_time: 0.0693266541, output_fired_time: 0.0000000000, propagate_forward_time: 3.4656689167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2574751377
   testing[          , genome  5796] predictions:    9731/  10000 (97.31%), best:    9737/10000 (97.37%), error:       903.10901, best error:       905.82513 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:04:03 (4389): called boinc_finish(0)

</stderr_txt>
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