Nameexact_genome_1512568488_42_4602_0
Workunit2594239
Created7 Dec 2017, 10:55:27 UTC
Sent7 Dec 2017, 11:00:52 UTC
Report deadline10 Dec 2017, 3:36:30 UTC
Received8 Dec 2017, 0:12:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time1 hours 36 min 35 sec
CPU time1 hours 20 min 49 sec
Validate stateValid
Credit672.85
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.81 MB
Peak swap size158.73 MB
Peak disk usage1.93 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0673422068, output_fired_time: 0.0000000000, propagate_forward_time: 2.0584509373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887282372
validation[          , genome  4602] predictions:    9560/  10000 (95.60%), best:    9604/10000 (96.04%), error:      1470.98901, best error:      1298.51855 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 30.7557659149s, input_fired_time: 0.5839569569, output_fired_time: 0.4448145628, propagate_forward_time: 10.9087705612, propagate_backward_time: 17.1267261505, weight_update_time: 0.0731035769, other_time: 1.6914958954
epoch time: 2.8249931335s, input_fired_time: 0.0757120252, output_fired_time: 0.0000000000, propagate_forward_time: 2.4283437729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209373951
validation[          , genome  4602] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1284.27063, best error:      1284.27063 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 31.3023300171s, input_fired_time: 0.5855004787, output_fired_time: 0.4512795508, propagate_forward_time: 11.1442451477, propagate_backward_time: 17.4213733673, weight_update_time: 0.0743017271, other_time: 1.6999320984
epoch time: 2.4073553085s, input_fired_time: 0.0625892058, output_fired_time: 0.0000000000, propagate_forward_time: 2.0575811863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871849537
validation[          , genome  4602] predictions:    9433/  10000 (94.33%), best:    9613/10000 (96.13%), error:      1872.40234, best error:      1284.27063 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 31.1067504883s, input_fired_time: 0.5849656463, output_fired_time: 0.4495690465, propagate_forward_time: 11.0247268677, propagate_backward_time: 17.3635787964, weight_update_time: 0.0732638463, other_time: 1.6839103699
epoch time: 3.1465947628s, input_fired_time: 0.0757990777, output_fired_time: 0.0000000000, propagate_forward_time: 2.7226705551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481252193
validation[          , genome  4602] predictions:    9559/  10000 (95.59%), best:    9613/10000 (96.13%), error:      1495.21790, best error:      1284.27063 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 45.7547798157s, input_fired_time: 0.8827967644, output_fired_time: 0.5109113455, propagate_forward_time: 16.2986888885, propagate_backward_time: 25.6667289734, weight_update_time: 0.0835747495, other_time: 2.3956546783
epoch time: 4.6187376976s, input_fired_time: 0.3327213526, output_fired_time: 0.0000000000, propagate_forward_time: 3.4177784920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8682379723
validation[          , genome  4602] predictions:    9598/  10000 (95.98%), best:    9613/10000 (96.13%), error:      1410.61450, best error:      1284.27063 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 57.2553634644s, input_fired_time: 0.9468718171, output_fired_time: 0.5930255055, propagate_forward_time: 21.1728229523, propagate_backward_time: 32.1370773315, weight_update_time: 0.0969955325, other_time: 2.4055633545
epoch time: 4.2198266983s, input_fired_time: 0.0760182142, output_fired_time: 0.0000000000, propagate_forward_time: 3.7879412174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558671474
validation[          , genome  4602] predictions:    9580/  10000 (95.80%), best:    9613/10000 (96.13%), error:      1397.73267, best error:      1284.27063 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.4665222168s, input_fired_time: 1.4044091702, output_fired_time: 0.7898579240, propagate_forward_time: 17.7103252411, propagate_backward_time: 29.0720195770, weight_update_time: 0.0884249136, other_time: 2.4899101257
epoch time: 5.0841536522s, input_fired_time: 0.3428067863, output_fired_time: 0.0000000000, propagate_forward_time: 4.3362641335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050827026
validation[          , genome  4602] predictions:    9482/  10000 (94.82%), best:    9613/10000 (96.13%), error:      1689.74426, best error:      1284.27063 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 58.0703125000s, input_fired_time: 0.7018569112, output_fired_time: 1.1004461050, propagate_forward_time: 22.3356800079, propagate_backward_time: 31.0110836029, weight_update_time: 0.0977219120, other_time: 2.9212436676
epoch time: 5.9318704605s, input_fired_time: 0.0991554335, output_fired_time: 0.0000000000, propagate_forward_time: 5.3782024384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4545125961
validation[          , genome  4602] predictions:    9573/  10000 (95.73%), best:    9613/10000 (96.13%), error:      1437.60522, best error:      1284.27063 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 53.5580482483s, input_fired_time: 0.9177616835, output_fired_time: 1.0561827421, propagate_forward_time: 20.4732322693, propagate_backward_time: 28.5737056732, weight_update_time: 0.0906686336, other_time: 2.5371646881
epoch time: 5.0794363022s, input_fired_time: 0.0923308730, output_fired_time: 0.0000000000, propagate_forward_time: 4.5818943977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052109718
validation[          , genome  4602] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1257.47766, best error:      1257.47766 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.0623435974s, input_fired_time: 0.6602756381, output_fired_time: 0.5437312722, propagate_forward_time: 20.0453891754, propagate_backward_time: 28.5654487610, weight_update_time: 0.0888028219, other_time: 2.2474994659
epoch time: 4.1497244835s, input_fired_time: 0.3295566738, output_fired_time: 0.0000000000, propagate_forward_time: 3.4699018002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502659798
validation[          , genome  4602] predictions:    9571/  10000 (95.71%), best:    9601/10000 (96.01%), error:      1409.85510, best error:      1257.47766 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 58.0607223511s, input_fired_time: 0.9493381381, output_fired_time: 0.5986173153, propagate_forward_time: 20.8120098114, propagate_backward_time: 32.7837448120, weight_update_time: 0.0978263989, other_time: 2.9170150757
epoch time: 4.7775993347s, input_fired_time: 0.0828847587, output_fired_time: 0.0000000000, propagate_forward_time: 4.3142433167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804712296
validation[          , genome  4602] predictions:    9579/  10000 (95.79%), best:    9601/10000 (96.01%), error:      1392.19128, best error:      1257.47766 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 60.1386833191s, input_fired_time: 0.7139523625, output_fired_time: 0.8673475385, propagate_forward_time: 23.4075107574, propagate_backward_time: 32.6719169617, weight_update_time: 0.1007827669, other_time: 2.4779548645
epoch time: 4.3706636429s, input_fired_time: 0.0838601440, output_fired_time: 0.0000000000, propagate_forward_time: 3.9210066795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657970428
validation[          , genome  4602] predictions:    9606/  10000 (96.06%), best:    9601/10000 (96.01%), error:      1322.65100, best error:      1257.47766 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 61.4963531494s, input_fired_time: 0.7199281454, output_fired_time: 0.8763482571, propagate_forward_time: 22.0087623596, propagate_backward_time: 34.8877754211, weight_update_time: 0.1020474210, other_time: 3.0035400391
epoch time: 4.3607859612s, input_fired_time: 0.0804127827, output_fired_time: 0.0000000000, propagate_forward_time: 3.9142544270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661186695
validation[          , genome  4602] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1170.35376, best error:      1170.35376 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.5593872070s, input_fired_time: 0.9864169955, output_fired_time: 0.8952044845, propagate_forward_time: 24.3255729675, propagate_backward_time: 34.7876548767, weight_update_time: 0.1052172333, other_time: 2.5645408630
epoch time: 4.5225763321s, input_fired_time: 0.0865031928, output_fired_time: 0.0000000000, propagate_forward_time: 4.0579481125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781251907
validation[          , genome  4602] predictions:    9632/  10000 (96.32%), best:    9652/10000 (96.52%), error:      1171.89417, best error:      1170.35376 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 66.0793228149s, input_fired_time: 1.0061955452, output_fired_time: 0.6701627970, propagate_forward_time: 23.3413848877, propagate_backward_time: 37.4202270508, weight_update_time: 0.1090260148, other_time: 3.6413497925
epoch time: 5.1802997589s, input_fired_time: 0.0906801224, output_fired_time: 0.0000000000, propagate_forward_time: 4.4257254601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6638941765
validation[          , genome  4602] predictions:    9639/  10000 (96.39%), best:    9652/10000 (96.52%), error:      1182.82971, best error:      1170.35376 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.0874252319s, input_fired_time: 1.4891431332, output_fired_time: 1.1485229731, propagate_forward_time: 24.2782974243, propagate_backward_time: 34.3397712708, weight_update_time: 0.1057441607, other_time: 2.8316917419
epoch time: 4.9416832924s, input_fired_time: 0.0865953118, output_fired_time: 0.0000000000, propagate_forward_time: 4.2118706703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6432170868
validation[          , genome  4602] predictions:    9630/  10000 (96.30%), best:    9652/10000 (96.52%), error:      1201.03467, best error:      1170.35376 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 62.8787117004s, input_fired_time: 1.2370564938, output_fired_time: 0.8879318833, propagate_forward_time: 22.3462886810, propagate_backward_time: 35.3675575256, weight_update_time: 0.1037754416, other_time: 3.0398750305
epoch time: 6.0681991577s, input_fired_time: 0.1063604504, output_fired_time: 0.0000000000, propagate_forward_time: 5.4929189682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689197540
validation[          , genome  4602] predictions:    9594/  10000 (95.94%), best:    9652/10000 (96.52%), error:      1282.17700, best error:      1170.35376 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 65.8483123779s, input_fired_time: 1.0066205263, output_fired_time: 0.6645569205, propagate_forward_time: 23.9449863434, propagate_backward_time: 36.6012420654, weight_update_time: 0.1084966436, other_time: 3.6309051514
epoch time: 5.1657958031s, input_fired_time: 0.0934792981, output_fired_time: 0.0000000000, propagate_forward_time: 4.6568155289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155011177
validation[          , genome  4602] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1111.54004, best error:      1111.54004 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.6706924438s, input_fired_time: 1.0161925554, output_fired_time: 1.1791871786, propagate_forward_time: 24.9264545441, propagate_backward_time: 37.8763046265, weight_update_time: 0.1104053482, other_time: 2.6725616455
epoch time: 5.8997645378s, input_fired_time: 0.0988953486, output_fired_time: 0.0000000000, propagate_forward_time: 5.0985798836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7022891045
validation[          , genome  4602] predictions:    9612/  10000 (96.12%), best:    9668/10000 (96.68%), error:      1272.59509, best error:      1111.54004 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 65.3054809570s, input_fired_time: 0.7527410388, output_fired_time: 0.9098991156, propagate_forward_time: 23.7867641449, propagate_backward_time: 36.7484931946, weight_update_time: 0.1074336991, other_time: 3.1075859070
epoch time: 5.1727337837s, input_fired_time: 0.0959205404, output_fired_time: 0.0000000000, propagate_forward_time: 4.6629419327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138712883
validation[          , genome  4602] predictions:    9625/  10000 (96.25%), best:    9668/10000 (96.68%), error:      1200.46118, best error:      1111.54004 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.1651000977s, input_fired_time: 1.2647711039, output_fired_time: 0.6754333377, propagate_forward_time: 24.5677509308, propagate_backward_time: 37.7450675964, weight_update_time: 0.1100925580, other_time: 2.9120826721
epoch time: 5.9124689102s, input_fired_time: 0.0993357077, output_fired_time: 0.0000000000, propagate_forward_time: 5.1071248055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7060084343
validation[          , genome  4602] predictions:    9627/  10000 (96.27%), best:    9668/10000 (96.68%), error:      1198.22351, best error:      1111.54004 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 68.2275161743s, input_fired_time: 1.0206843615, output_fired_time: 0.6829727888, propagate_forward_time: 24.3717689514, propagate_backward_time: 38.2129554749, weight_update_time: 0.1113054305, other_time: 3.9391326904
epoch time: 6.0497922897s, input_fired_time: 0.1020662263, output_fired_time: 0.0000000000, propagate_forward_time: 5.2322630882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7154631615
validation[          , genome  4602] predictions:    9644/  10000 (96.44%), best:    9668/10000 (96.68%), error:      1123.08521, best error:      1111.54004 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.8887023926s, input_fired_time: 1.0066834688, output_fired_time: 0.9134621024, propagate_forward_time: 23.3818130493, propagate_backward_time: 36.7197532654, weight_update_time: 0.1080363765, other_time: 3.8669891357
epoch time: 4.9938211441s, input_fired_time: 0.0873495042, output_fired_time: 0.0000000000, propagate_forward_time: 4.0071191788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8993525505
validation[          , genome  4602] predictions:    9626/  10000 (96.26%), best:    9668/10000 (96.68%), error:      1236.84485, best error:      1111.54004 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 68.9626312256s, input_fired_time: 1.0253455639, output_fired_time: 0.9398334622, propagate_forward_time: 25.7689800262, propagate_backward_time: 38.2712478638, weight_update_time: 0.1125670969, other_time: 2.9572219849
epoch time: 6.0190362930s, input_fired_time: 0.1039663032, output_fired_time: 0.0000000000, propagate_forward_time: 5.2008442879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7142257690
validation[          , genome  4602] predictions:    9646/  10000 (96.46%), best:    9668/10000 (96.68%), error:      1137.79309, best error:      1111.54004 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 43.0358734131s, input_fired_time: 0.6838890910, output_fired_time: 0.5604043603, propagate_forward_time: 15.3736457825, propagate_backward_time: 24.3725452423, weight_update_time: 0.0916270614, other_time: 2.0453891754
epoch time: 2.8482565880s, input_fired_time: 0.0763146877, output_fired_time: 0.0000000000, propagate_forward_time: 2.4471328259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248090744
validation[          , genome  4602] predictions:    9618/  10000 (96.18%), best:    9668/10000 (96.68%), error:      1238.48438, best error:      1111.54004 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 38.3760185242s, input_fired_time: 0.6602157354, output_fired_time: 0.5262975097, propagate_forward_time: 13.5435867310, propagate_backward_time: 21.7002124786, weight_update_time: 0.0865786821, other_time: 1.9457035065
epoch time: 3.2816283703s, input_fired_time: 0.0829124376, output_fired_time: 0.0000000000, propagate_forward_time: 2.8372251987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614907265
validation[          , genome  4602] predictions:    9656/  10000 (96.56%), best:    9668/10000 (96.68%), error:      1139.77393, best error:      1111.54004 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 39.2634887695s, input_fired_time: 0.6628963351, output_fired_time: 0.5373614430, propagate_forward_time: 13.8911437988, propagate_backward_time: 22.1907424927, weight_update_time: 0.0885084644, other_time: 1.9813461304
epoch time: 3.0000820160s, input_fired_time: 0.0774728060, output_fired_time: 0.0000000000, propagate_forward_time: 2.5850889683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375203609
validation[          , genome  4602] predictions:    9654/  10000 (96.54%), best:    9668/10000 (96.68%), error:      1124.01733, best error:      1111.54004 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 39.2025489807s, input_fired_time: 0.6624575257, output_fired_time: 0.5361476541, propagate_forward_time: 13.8561162949, propagate_backward_time: 22.1632690430, weight_update_time: 0.0886446387, other_time: 1.9845581055
epoch time: 3.4816770554s, input_fired_time: 0.0824782327, output_fired_time: 0.0000000000, propagate_forward_time: 3.0228114128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763873577
validation[          , genome  4602] predictions:    9648/  10000 (96.48%), best:    9668/10000 (96.68%), error:      1116.86438, best error:      1111.54004 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 40.7610816956s, input_fired_time: 0.6808039546, output_fired_time: 0.5562459230, propagate_forward_time: 14.4285793304, propagate_backward_time: 23.0622615814, weight_update_time: 0.0912123546, other_time: 2.0331878662
epoch time: 2.8048188686s, input_fired_time: 0.0716881528, output_fired_time: 0.0000000000, propagate_forward_time: 2.4117896557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213410378
validation[          , genome  4602] predictions:    9653/  10000 (96.53%), best:    9668/10000 (96.68%), error:      1119.71411, best error:      1111.54004 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 38.1223335266s, input_fired_time: 0.6549174786, output_fired_time: 0.5215645432, propagate_forward_time: 13.3844718933, propagate_backward_time: 21.6276912689, weight_update_time: 0.0858818442, other_time: 1.9336872101
epoch time: 3.1235983372s, input_fired_time: 0.0812002867, output_fired_time: 0.0000000000, propagate_forward_time: 2.6966745853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457233906
validation[          , genome  4602] predictions:    9624/  10000 (96.24%), best:    9668/10000 (96.68%), error:      1172.17566, best error:      1111.54004 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 37.4924163818s, input_fired_time: 0.6461378336, output_fired_time: 0.5141488910, propagate_forward_time: 13.1610918045, propagate_backward_time: 21.2627315521, weight_update_time: 0.0846283436, other_time: 1.9083080292
epoch time: 2.7800641060s, input_fired_time: 0.0716103166, output_fired_time: 0.0000000000, propagate_forward_time: 2.3900020123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184518814
validation[          , genome  4602] predictions:    9656/  10000 (96.56%), best:    9668/10000 (96.68%), error:      1154.63123, best error:      1111.54004 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 38.6349029541s, input_fired_time: 0.6602897644, output_fired_time: 0.5273663998, propagate_forward_time: 13.5827426910, propagate_backward_time: 21.9223861694, weight_update_time: 0.0867911279, other_time: 1.9421176910
epoch time: 3.6300370693s, input_fired_time: 0.0856951997, output_fired_time: 0.0000000000, propagate_forward_time: 3.1546642780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896775246
validation[          , genome  4602] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1092.93835, best error:      1092.93835 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 42.4372100830s, input_fired_time: 0.6931820512, output_fired_time: 0.5748968124, propagate_forward_time: 15.0393705368, propagate_backward_time: 24.0429401398, weight_update_time: 0.0939941332, other_time: 2.0868167877
epoch time: 3.6882195473s, input_fired_time: 0.0910149962, output_fired_time: 0.0000000000, propagate_forward_time: 3.2056944370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915100098
validation[          , genome  4602] predictions:    9586/  10000 (95.86%), best:    9646/10000 (96.46%), error:      1332.52759, best error:      1092.93835 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 38.1303367615s, input_fired_time: 0.6544420719, output_fired_time: 0.5229783058, propagate_forward_time: 13.3640270233, propagate_backward_time: 21.6702861786, weight_update_time: 0.0852315724, other_time: 1.9186019897
epoch time: 2.8545570374s, input_fired_time: 0.0727699846, output_fired_time: 0.0000000000, propagate_forward_time: 2.4572296143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245575428
validation[          , genome  4602] predictions:    9589/  10000 (95.89%), best:    9646/10000 (96.46%), error:      1345.04175, best error:      1092.93835 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 40.6813926697s, input_fired_time: 0.6773322225, output_fired_time: 0.5536109805, propagate_forward_time: 14.3148689270, propagate_backward_time: 23.1253948212, weight_update_time: 0.0901177377, other_time: 2.0101833344
epoch time: 2.9232027531s, input_fired_time: 0.0774313733, output_fired_time: 0.0000000000, propagate_forward_time: 2.5152156353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305556774
validation[          , genome  4602] predictions:    9651/  10000 (96.51%), best:    9646/10000 (96.46%), error:      1134.10498, best error:      1092.93835 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 39.2333793640s, input_fired_time: 0.6609500051, output_fired_time: 0.5343504548, propagate_forward_time: 13.7606401443, propagate_backward_time: 22.3205261230, weight_update_time: 0.0877004936, other_time: 1.9569129944
epoch time: 3.6785659790s, input_fired_time: 0.0914999098, output_fired_time: 0.0000000000, propagate_forward_time: 3.1949703693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920958042
validation[          , genome  4602] predictions:    9647/  10000 (96.47%), best:    9646/10000 (96.46%), error:      1122.94946, best error:      1092.93835 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 39.4808082581s, input_fired_time: 0.6682163477, output_fired_time: 0.5367216468, propagate_forward_time: 13.8687257767, propagate_backward_time: 22.4415416718, weight_update_time: 0.0877280608, other_time: 1.9656047821
epoch time: 2.4147331715s, input_fired_time: 0.0674082786, output_fired_time: 0.0000000000, propagate_forward_time: 2.0590066910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883181572
validation[          , genome  4602] predictions:    9594/  10000 (95.94%), best:    9646/10000 (96.46%), error:      1292.64978, best error:      1092.93835 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 39.2218246460s, input_fired_time: 0.6639912128, output_fired_time: 0.5319799185, propagate_forward_time: 13.7534074783, propagate_backward_time: 22.3221492767, weight_update_time: 0.0871777683, other_time: 1.9503002167
epoch time: 3.6475381851s, input_fired_time: 0.0898486599, output_fired_time: 0.0000000000, propagate_forward_time: 3.1659700871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917193413
validation[          , genome  4602] predictions:    9658/  10000 (96.58%), best:    9646/10000 (96.46%), error:      1150.46094, best error:      1092.93835 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 44.3244895935s, input_fired_time: 0.7150630355, output_fired_time: 0.5955687761, propagate_forward_time: 15.7677698135, propagate_backward_time: 25.0971031189, weight_update_time: 0.0975956097, other_time: 2.1489868164
epoch time: 3.3639299870s, input_fired_time: 0.0838514715, output_fired_time: 0.0000000000, propagate_forward_time: 2.9126441479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674342632
validation[          , genome  4602] predictions:    9613/  10000 (96.13%), best:    9646/10000 (96.46%), error:      1255.69373, best error:      1092.93835 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 47.8866348267s, input_fired_time: 0.6923344731, output_fired_time: 0.5719937086, propagate_forward_time: 17.2323513031, propagate_backward_time: 27.3071441650, weight_update_time: 0.0939126015, other_time: 2.0828113556
epoch time: 4.8443598747s, input_fired_time: 0.0891420618, output_fired_time: 0.0000000000, propagate_forward_time: 3.8683543205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8868637085
validation[          , genome  4602] predictions:    9653/  10000 (96.53%), best:    9646/10000 (96.46%), error:      1131.91345, best error:      1092.93835 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.2176742554s, input_fired_time: 0.9924147725, output_fired_time: 0.6408070326, propagate_forward_time: 22.9662265778, propagate_backward_time: 36.3091697693, weight_update_time: 0.1052311212, other_time: 3.3090553284
epoch time: 4.5579743385s, input_fired_time: 0.0851713791, output_fired_time: 0.0000000000, propagate_forward_time: 4.1088037491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639993668
validation[          , genome  4602] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1084.44153, best error:      1084.44153 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 62.7763710022s, input_fired_time: 0.7348906398, output_fired_time: 0.8801051974, propagate_forward_time: 23.8513603210, propagate_backward_time: 34.2872505188, weight_update_time: 0.1032178774, other_time: 3.0227661133
epoch time: 5.7777824402s, input_fired_time: 0.0980234072, output_fired_time: 0.0000000000, propagate_forward_time: 4.9877328873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6920261383
validation[          , genome  4602] predictions:    9643/  10000 (96.43%), best:    9672/10000 (96.72%), error:      1191.20056, best error:      1084.44153 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 64.7755661011s, input_fired_time: 1.7476576567, output_fired_time: 1.1454862356, propagate_forward_time: 21.3189220428, propagate_backward_time: 37.7418518066, weight_update_time: 0.1057236642, other_time: 2.8216476440
epoch time: 4.5047874451s, input_fired_time: 0.0843352824, output_fired_time: 0.0000000000, propagate_forward_time: 4.0408291817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796229362
validation[          , genome  4602] predictions:    9644/  10000 (96.44%), best:    9672/10000 (96.72%), error:      1144.01440, best error:      1084.44153 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 66.8684234619s, input_fired_time: 0.7668584585, output_fired_time: 0.6677243710, propagate_forward_time: 25.0146884918, propagate_backward_time: 37.5334701538, weight_update_time: 0.1090168059, other_time: 2.8856811523
epoch time: 5.8374843597s, input_fired_time: 0.1020098627, output_fired_time: 0.0000000000, propagate_forward_time: 5.0366139412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6988606453
validation[          , genome  4602] predictions:    9643/  10000 (96.43%), best:    9672/10000 (96.72%), error:      1136.16235, best error:      1084.44153 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.5023040771s, input_fired_time: 0.9990394115, output_fired_time: 0.6443305016, propagate_forward_time: 23.8068714142, propagate_backward_time: 35.9860610962, weight_update_time: 0.1054288074, other_time: 3.0660018921
epoch time: 4.7275876999s, input_fired_time: 0.0865543336, output_fired_time: 0.0000000000, propagate_forward_time: 4.2627339363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782992363
validation[          , genome  4602] predictions:    9606/  10000 (96.06%), best:    9672/10000 (96.72%), error:      1279.67261, best error:      1084.44153 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.8673248291s, input_fired_time: 1.5002763271, output_fired_time: 0.8970220089, propagate_forward_time: 23.5975112915, propagate_backward_time: 35.8031463623, weight_update_time: 0.1057825536, other_time: 3.0693702698
epoch time: 4.3484368324s, input_fired_time: 0.0861079171, output_fired_time: 0.0000000000, propagate_forward_time: 3.8941814899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681476116
validation[          , genome  4602] predictions:    9621/  10000 (96.21%), best:    9672/10000 (96.72%), error:      1232.42383, best error:      1084.44153 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 65.9199676514s, input_fired_time: 1.5060079098, output_fired_time: 0.6572664976, propagate_forward_time: 24.5046672821, propagate_backward_time: 36.8928680420, weight_update_time: 0.1077394038, other_time: 2.3591613770
epoch time: 4.9711499214s, input_fired_time: 0.0919028670, output_fired_time: 0.0000000000, propagate_forward_time: 4.2314715385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6477756500
validation[          , genome  4602] predictions:    9640/  10000 (96.40%), best:    9672/10000 (96.72%), error:      1116.41125, best error:      1084.44153 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 66.3827514648s, input_fired_time: 1.2588731050, output_fired_time: 0.9094502330, propagate_forward_time: 23.5934524536, propagate_backward_time: 37.2502441406, weight_update_time: 0.1081945673, other_time: 3.3707351685
epoch time: 6.0697803497s, input_fired_time: 0.1021604687, output_fired_time: 0.0000000000, propagate_forward_time: 5.2485566139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7190632820
validation[          , genome  4602] predictions:    9650/  10000 (96.50%), best:    9672/10000 (96.72%), error:      1100.48401, best error:      1084.44153 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 65.2237777710s, input_fired_time: 1.5008525848, output_fired_time: 0.8994925022, propagate_forward_time: 22.7239475250, propagate_backward_time: 37.2656478882, weight_update_time: 0.1067696810, other_time: 2.8338317871
epoch time: 5.6452565193s, input_fired_time: 0.0979271531, output_fired_time: 0.0000000000, propagate_forward_time: 5.1141386032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331908226
validation[          , genome  4602] predictions:    9640/  10000 (96.40%), best:    9672/10000 (96.72%), error:      1206.19531, best error:      1084.44153 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.1070404053s, input_fired_time: 1.0014761686, output_fired_time: 0.6464362144, propagate_forward_time: 23.6878566742, propagate_backward_time: 37.4434623718, weight_update_time: 0.1062684506, other_time: 2.3278160095
epoch time: 5.3803577423s, input_fired_time: 0.0984140635, output_fired_time: 0.0000000000, propagate_forward_time: 4.8500967026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318470955
validation[          , genome  4602] predictions:    9655/  10000 (96.55%), best:    9672/10000 (96.72%), error:      1148.21680, best error:      1084.44153 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.9144058228s, input_fired_time: 1.2525639534, output_fired_time: 0.8948375583, propagate_forward_time: 22.0542106628, propagate_backward_time: 37.3924713135, weight_update_time: 0.3560072184, other_time: 3.3203239441
epoch time: 4.6293535233s, input_fired_time: 0.0908250585, output_fired_time: 0.0000000000, propagate_forward_time: 4.1480026245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905258179
validation[          , genome  4602] predictions:    9574/  10000 (95.74%), best:    9672/10000 (96.72%), error:      1430.35803, best error:      1084.44153 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 68.0524978638s, input_fired_time: 0.7725067139, output_fired_time: 0.6745658517, propagate_forward_time: 24.2799797058, propagate_backward_time: 38.1632575989, weight_update_time: 0.1109349057, other_time: 4.1621856689
epoch time: 5.3896059990s, input_fired_time: 0.0991191268, output_fired_time: 0.0000000000, propagate_forward_time: 4.6091442108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6813426018
validation[          , genome  4602] predictions:    9648/  10000 (96.48%), best:    9672/10000 (96.72%), error:      1195.08386, best error:      1084.44153 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 66.0475387573s, input_fired_time: 1.0113506317, output_fired_time: 0.9054891467, propagate_forward_time: 25.1328105927, propagate_backward_time: 36.6452636719, weight_update_time: 0.1076129898, other_time: 2.3526229858
epoch time: 5.6031346321s, input_fired_time: 0.1002685577, output_fired_time: 0.0000000000, propagate_forward_time: 4.5735154152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9293508530
validation[          , genome  4602] predictions:    9656/  10000 (96.56%), best:    9672/10000 (96.72%), error:      1092.65747, best error:      1084.44153 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 67.4033889771s, input_fired_time: 0.7708940506, output_fired_time: 0.6685646772, propagate_forward_time: 23.0840568542, propagate_backward_time: 39.4900512695, weight_update_time: 0.1096226126, other_time: 3.3898200989
epoch time: 6.3159399033s, input_fired_time: 0.1021655425, output_fired_time: 0.0000000000, propagate_forward_time: 5.7445101738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692640305
validation[          , genome  4602] predictions:    9646/  10000 (96.46%), best:    9672/10000 (96.72%), error:      1148.37061, best error:      1084.44153 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.8499221802s, input_fired_time: 1.0000278950, output_fired_time: 0.8938382864, propagate_forward_time: 21.7926044464, propagate_backward_time: 37.5937042236, weight_update_time: 0.3560310006, other_time: 3.5697479248
epoch time: 5.1843919754s, input_fired_time: 0.0923129395, output_fired_time: 0.0000000000, propagate_forward_time: 4.4274678230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646113396
validation[          , genome  4602] predictions:    9638/  10000 (96.38%), best:    9672/10000 (96.72%), error:      1223.28271, best error:      1084.44153 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 65.3887786865s, input_fired_time: 1.2531495094, output_fired_time: 0.6526519656, propagate_forward_time: 23.5377464294, propagate_backward_time: 37.1083259583, weight_update_time: 0.1070707142, other_time: 2.8369026184
epoch time: 5.3796796799s, input_fired_time: 0.3453433216, output_fired_time: 0.0000000000, propagate_forward_time: 4.3729224205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6614141464
validation[          , genome  4602] predictions:    9649/  10000 (96.49%), best:    9672/10000 (96.72%), error:      1121.35840, best error:      1084.44153 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 64.9342880249s, input_fired_time: 1.5031129122, output_fired_time: 1.1436430216, propagate_forward_time: 23.5624141693, propagate_backward_time: 35.9051628113, weight_update_time: 0.1059755757, other_time: 2.8199577332
epoch time: 5.4413380623s, input_fired_time: 0.0992870703, output_fired_time: 0.0000000000, propagate_forward_time: 4.9050135612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370374680
validation[          , genome  4602] predictions:    9644/  10000 (96.44%), best:    9672/10000 (96.72%), error:      1143.61267, best error:      1084.44153 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 64.7998428345s, input_fired_time: 1.0032110214, output_fired_time: 0.6415079832, propagate_forward_time: 22.2819900513, propagate_backward_time: 37.0594520569, weight_update_time: 0.3559646606, other_time: 3.8136825562
epoch time: 5.0900745392s, input_fired_time: 0.0950808749, output_fired_time: 0.0000000000, propagate_forward_time: 4.3384046555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6565890312
validation[          , genome  4602] predictions:    9625/  10000 (96.25%), best:    9672/10000 (96.72%), error:      1218.26904, best error:      1084.44153 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.2822113037s, input_fired_time: 0.9949498773, output_fired_time: 1.3796061277, propagate_forward_time: 22.1078472137, propagate_backward_time: 35.5194435120, weight_update_time: 0.1046065316, other_time: 3.2803688049
epoch time: 4.9334392548s, input_fired_time: 0.0912673622, output_fired_time: 0.0000000000, propagate_forward_time: 4.4486026764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935689926
validation[          , genome  4602] predictions:    9627/  10000 (96.27%), best:    9672/10000 (96.72%), error:      1192.31433, best error:      1084.44153 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.3630599976s, input_fired_time: 0.9989097118, output_fired_time: 0.6406489611, propagate_forward_time: 21.4131622314, propagate_backward_time: 38.0101890564, weight_update_time: 0.1057160348, other_time: 3.3001518250
epoch time: 4.8165674210s, input_fired_time: 0.0898363367, output_fired_time: 0.0000000000, propagate_forward_time: 4.3428869247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838443756
validation[          , genome  4602] predictions:    9649/  10000 (96.49%), best:    9672/10000 (96.72%), error:      1127.08960, best error:      1084.44153 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.9998016357s, input_fired_time: 1.0043443441, output_fired_time: 0.8936208487, propagate_forward_time: 24.1058120728, propagate_backward_time: 36.4234771729, weight_update_time: 0.1068455502, other_time: 2.5725479126
epoch time: 5.6273088455s, input_fired_time: 0.0990934893, output_fired_time: 0.0000000000, propagate_forward_time: 4.5976715088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9305438995
validation[          , genome  4602] predictions:    9628/  10000 (96.28%), best:    9672/10000 (96.72%), error:      1223.83899, best error:      1084.44153 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 43.4443588257s, input_fired_time: 0.6987822056, output_fired_time: 0.5759854913, propagate_forward_time: 15.0692729950, propagate_backward_time: 24.9999980927, weight_update_time: 0.0957676694, other_time: 2.1003189087
epoch time: 3.2259278297s, input_fired_time: 0.0831504986, output_fired_time: 0.0000000000, propagate_forward_time: 2.7872505188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555269241
validation[          , genome  4602] predictions:    9623/  10000 (96.23%), best:    9672/10000 (96.72%), error:      1254.59729, best error:      1084.44153 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 42.7988243103s, input_fired_time: 0.7044939995, output_fired_time: 0.5727167726, propagate_forward_time: 15.0088644028, propagate_backward_time: 24.4217472076, weight_update_time: 0.0951476544, other_time: 2.0910015106
epoch time: 3.2974545956s, input_fired_time: 0.0841110274, output_fired_time: 0.0000000000, propagate_forward_time: 2.8526451588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606984615
validation[          , genome  4602] predictions:    9604/  10000 (96.04%), best:    9672/10000 (96.72%), error:      1263.31445, best error:      1084.44153 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 43.6382141113s, input_fired_time: 0.7106394172, output_fired_time: 0.5833032727, propagate_forward_time: 15.3457899094, propagate_backward_time: 24.8721427917, weight_update_time: 0.0971321911, other_time: 2.1263389587
epoch time: 3.8391070366s, input_fired_time: 0.0945309401, output_fired_time: 0.0000000000, propagate_forward_time: 3.3372199535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073560238
validation[          , genome  4602] predictions:    9641/  10000 (96.41%), best:    9672/10000 (96.72%), error:      1163.36560, best error:      1084.44153 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 45.0148735046s, input_fired_time: 0.7247911692, output_fired_time: 0.5990331769, propagate_forward_time: 15.8846702576, propagate_backward_time: 25.6220569611, weight_update_time: 0.1002708375, other_time: 2.1843204498
epoch time: 3.8451573849s, input_fired_time: 0.0939534307, output_fired_time: 0.0000000000, propagate_forward_time: 3.3436346054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075694084
validation[          , genome  4602] predictions:    9660/  10000 (96.60%), best:    9672/10000 (96.72%), error:      1102.87317, best error:      1084.44153 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 44.0900573730s, input_fired_time: 0.7097331285, output_fired_time: 0.5883635283, propagate_forward_time: 15.4893112183, propagate_backward_time: 25.1579589844, weight_update_time: 0.0982007533, other_time: 2.1446914673
epoch time: 3.7641022205s, input_fired_time: 0.0919468328, output_fired_time: 0.0000000000, propagate_forward_time: 3.2728559971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992993832
validation[          , genome  4602] predictions:    9652/  10000 (96.52%), best:    9672/10000 (96.72%), error:      1135.46155, best error:      1084.44153 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 44.3163414001s, input_fired_time: 0.7096476555, output_fired_time: 0.5918139815, propagate_forward_time: 15.4888839722, propagate_backward_time: 25.3753299713, weight_update_time: 0.0988976583, other_time: 2.1506671906
epoch time: 3.7974963188s, input_fired_time: 0.0885568336, output_fired_time: 0.0000000000, propagate_forward_time: 3.3073873520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015522003
validation[          , genome  4602] predictions:    9612/  10000 (96.12%), best:    9672/10000 (96.72%), error:      1277.50256, best error:      1084.44153 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 44.6773719788s, input_fired_time: 0.7133610845, output_fired_time: 0.5964577198, propagate_forward_time: 15.6716871262, propagate_backward_time: 25.5437831879, weight_update_time: 0.0987179354, other_time: 2.1520824432
epoch time: 3.7073814869s, input_fired_time: 0.0914031118, output_fired_time: 0.0000000000, propagate_forward_time: 3.2217199802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942584991
validation[          , genome  4602] predictions:    9647/  10000 (96.47%), best:    9672/10000 (96.72%), error:      1129.51379, best error:      1084.44153 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 45.3253707886s, input_fired_time: 0.7239405513, output_fired_time: 0.6046151519, propagate_forward_time: 15.9696664810, propagate_backward_time: 25.8460464478, weight_update_time: 0.1005386487, other_time: 2.1811027527
epoch time: 3.7307710648s, input_fired_time: 0.0889945626, output_fired_time: 0.0000000000, propagate_forward_time: 3.2443406582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974359035
validation[          , genome  4602] predictions:    9660/  10000 (96.60%), best:    9672/10000 (96.72%), error:      1164.43384, best error:      1084.44153 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 45.3755760193s, input_fired_time: 0.7223446369, output_fired_time: 0.6031386256, propagate_forward_time: 16.0081024170, propagate_backward_time: 25.8551559448, weight_update_time: 0.1009953767, other_time: 2.1868362427
epoch time: 3.7231662273s, input_fired_time: 0.0888558477, output_fired_time: 0.0000000000, propagate_forward_time: 3.2349309921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993794918
validation[          , genome  4602] predictions:    9627/  10000 (96.27%), best:    9672/10000 (96.72%), error:      1236.77710, best error:      1084.44153 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 45.8180236816s, input_fired_time: 0.7317270041, output_fired_time: 0.6091340780, propagate_forward_time: 16.1633205414, propagate_backward_time: 26.1202259064, weight_update_time: 0.1014853865, other_time: 2.1936149597
epoch time: 3.5531592369s, input_fired_time: 0.0891051888, output_fired_time: 0.0000000000, propagate_forward_time: 3.0796000957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844540119
validation[          , genome  4602] predictions:    9640/  10000 (96.40%), best:    9672/10000 (96.72%), error:      1186.59045, best error:      1084.44153 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 45.6212921143s, input_fired_time: 0.7249280214, output_fired_time: 0.6068276763, propagate_forward_time: 16.0634994507, propagate_backward_time: 26.0364799500, weight_update_time: 0.1010086462, other_time: 2.1895561218
epoch time: 3.6965985298s, input_fired_time: 0.0876018927, output_fired_time: 0.0000000000, propagate_forward_time: 3.2145454884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944511414
validation[          , genome  4602] predictions:    9646/  10000 (96.46%), best:    9672/10000 (96.72%), error:      1182.80444, best error:      1084.44153 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 45.8532295227s, input_fired_time: 0.7307798862, output_fired_time: 0.6111181974, propagate_forward_time: 16.1650943756, propagate_backward_time: 26.1476955414, weight_update_time: 0.1020424291, other_time: 2.1985397339
epoch time: 3.8644883633s, input_fired_time: 0.0951397121, output_fired_time: 0.0000000000, propagate_forward_time: 3.3602900505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090585709
validation[          , genome  4602] predictions:    9659/  10000 (96.59%), best:    9672/10000 (96.72%), error:      1096.57141, best error:      1084.44153 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 45.7747573853s, input_fired_time: 0.7251966596, output_fired_time: 0.6092615128, propagate_forward_time: 16.1687393188, propagate_backward_time: 26.0664520264, weight_update_time: 0.1025524139, other_time: 2.2051086426
epoch time: 3.7318048477s, input_fired_time: 0.0925449058, output_fired_time: 0.0000000000, propagate_forward_time: 3.2435467243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957133293
validation[          , genome  4602] predictions:    9656/  10000 (96.56%), best:    9672/10000 (96.72%), error:      1135.49353, best error:      1084.44153 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 45.6622772217s, input_fired_time: 0.7290834188, output_fired_time: 0.6070189476, propagate_forward_time: 16.1079330444, propagate_backward_time: 26.0155639648, weight_update_time: 0.1029297635, other_time: 2.2026786804
epoch time: 3.7590842247s, input_fired_time: 0.0890580788, output_fired_time: 0.0000000000, propagate_forward_time: 3.2692863941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007396698
validation[          , genome  4602] predictions:    9658/  10000 (96.58%), best:    9672/10000 (96.72%), error:      1089.36951, best error:      1084.44153 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 46.0704765320s, input_fired_time: 0.7323955894, output_fired_time: 0.6123609543, propagate_forward_time: 16.2546806335, propagate_backward_time: 26.2514400482, weight_update_time: 0.1035385877, other_time: 2.2195987701
epoch time: 5.5157122612s, input_fired_time: 0.1017047614, output_fired_time: 0.0000000000, propagate_forward_time: 4.7220973969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6919102669
validation[          , genome  4602] predictions:    9615/  10000 (96.15%), best:    9672/10000 (96.72%), error:      1256.02979, best error:      1084.44153 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 73.5160140991s, input_fired_time: 1.0644758940, output_fired_time: 0.9731459022, propagate_forward_time: 25.3006458282, propagate_backward_time: 42.8546447754, weight_update_time: 0.1224155501, other_time: 3.3231048584
epoch time: 6.0895075798s, input_fired_time: 0.1065514311, output_fired_time: 0.0000000000, propagate_forward_time: 5.2614126205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7215433121
validation[          , genome  4602] predictions:    9613/  10000 (96.13%), best:    9672/10000 (96.72%), error:      1263.27698, best error:      1084.44153 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 74.5225677490s, input_fired_time: 1.0713034868, output_fired_time: 0.9822313190, propagate_forward_time: 27.1069927216, propagate_backward_time: 42.5146789551, weight_update_time: 0.1234682649, other_time: 2.8473587036
epoch time: 6.0828280449s, input_fired_time: 0.1065048650, output_fired_time: 0.0000000000, propagate_forward_time: 5.5060501099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702730179
validation[          , genome  4602] predictions:    9579/  10000 (95.79%), best:    9672/10000 (96.72%), error:      1331.12866, best error:      1084.44153 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 74.5376968384s, input_fired_time: 1.3174750805, output_fired_time: 0.7387220263, propagate_forward_time: 26.0840034485, propagate_backward_time: 43.0344009399, weight_update_time: 0.1236352324, other_time: 3.3630943298
epoch time: 6.0907530785s, input_fired_time: 0.1032269374, output_fired_time: 0.0000000000, propagate_forward_time: 5.5152797699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722461700
validation[          , genome  4602] predictions:    9641/  10000 (96.41%), best:    9672/10000 (96.72%), error:      1152.63086, best error:      1084.44153 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 74.7029113770s, input_fired_time: 1.3273596764, output_fired_time: 0.9812241197, propagate_forward_time: 25.8488731384, propagate_backward_time: 42.2013092041, weight_update_time: 0.1243602037, other_time: 4.3441429138
epoch time: 6.0865244865s, input_fired_time: 0.1024722606, output_fired_time: 0.0000000000, propagate_forward_time: 5.5143818855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696702957
validation[          , genome  4602] predictions:    9601/  10000 (96.01%), best:    9672/10000 (96.72%), error:      1288.06824, best error:      1084.44153 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 74.6873779297s, input_fired_time: 0.8227343559, output_fired_time: 0.9803708792, propagate_forward_time: 26.5706119537, propagate_backward_time: 42.9666061401, weight_update_time: 0.1242127493, other_time: 3.3470611572
epoch time: 6.0868239403s, input_fired_time: 0.1035351902, output_fired_time: 0.0000000000, propagate_forward_time: 5.2631196976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7201690674
validation[          , genome  4602] predictions:    9613/  10000 (96.13%), best:    9672/10000 (96.72%), error:      1250.45081, best error:      1084.44153 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 74.8449325562s, input_fired_time: 0.8207211494, output_fired_time: 1.2370077372, propagate_forward_time: 26.8669872284, propagate_backward_time: 42.5205650330, weight_update_time: 0.1253523827, other_time: 3.3996467590
epoch time: 6.0799126625s, input_fired_time: 0.1066451594, output_fired_time: 0.0000000000, propagate_forward_time: 5.5030822754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701852798
validation[          , genome  4602] predictions:    9598/  10000 (95.98%), best:    9672/10000 (96.72%), error:      1372.34583, best error:      1084.44153 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 74.9113922119s, input_fired_time: 1.5676903725, output_fired_time: 0.9794151187, propagate_forward_time: 26.4064559937, propagate_backward_time: 42.5340080261, weight_update_time: 0.1253186762, other_time: 3.4238243103
epoch time: 6.0877633095s, input_fired_time: 0.1069881767, output_fired_time: 0.0000000000, propagate_forward_time: 5.2597236633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7210516930
validation[          , genome  4602] predictions:    9628/  10000 (96.28%), best:    9672/10000 (96.72%), error:      1281.25049, best error:      1084.44153 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 75.3642730713s, input_fired_time: 1.0851806402, output_fired_time: 0.7475692630, propagate_forward_time: 26.5186119080, propagate_backward_time: 43.4255065918, weight_update_time: 0.3753021955, other_time: 3.5874061584
epoch time: 6.0878129005s, input_fired_time: 0.3565563262, output_fired_time: 0.0000000000, propagate_forward_time: 5.0107526779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7205038071
validation[          , genome  4602] predictions:    9592/  10000 (95.92%), best:    9672/10000 (96.72%), error:      1362.46521, best error:      1084.44153 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 74.6489562988s, input_fired_time: 0.8237981200, output_fired_time: 1.2318201065, propagate_forward_time: 27.8209762573, propagate_backward_time: 41.6745758057, weight_update_time: 0.1259949654, other_time: 3.0977859497
epoch time: 6.0074577332s, input_fired_time: 0.1051874384, output_fired_time: 0.0000000000, propagate_forward_time: 5.4382920265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639782906
validation[          , genome  4602] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1127.78369, best error:      1084.44153 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 73.0144805908s, input_fired_time: 1.0577228069, output_fired_time: 0.9668444395, propagate_forward_time: 25.5943145752, propagate_backward_time: 42.0870285034, weight_update_time: 0.1240743995, other_time: 3.3085708618
epoch time: 6.0160117149s, input_fired_time: 0.3560673296, output_fired_time: 0.0000000000, propagate_forward_time: 5.1955213547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644231796
validation[          , genome  4602] predictions:    9670/  10000 (96.70%), best:    9672/10000 (96.72%), error:      1166.77100, best error:      1084.44153 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 73.1142807007s, input_fired_time: 1.5630329847, output_fired_time: 0.9679137468, propagate_forward_time: 26.6896171570, propagate_backward_time: 40.5867424011, weight_update_time: 0.3740761876, other_time: 3.3069763184
epoch time: 6.3188958168s, input_fired_time: 0.1068053693, output_fired_time: 0.0000000000, propagate_forward_time: 5.4933786392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7187118530
validation[          , genome  4602] predictions:    9645/  10000 (96.45%), best:    9672/10000 (96.72%), error:      1167.78308, best error:      1084.44153 on epoch:    54, 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: 29.3022155762s, input_fired_time: 1.0223023891, output_fired_time: 0.0000000000, propagate_forward_time: 25.1714019775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1085109711
best training[          , genome  4602] predictions:   49152/  50000 (98.30%), best:    9672/10000 (96.72%), error:      3121.52417, best error:      1084.44153 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.9194083214s, input_fired_time: 0.1039427444, output_fired_time: 0.0000000000, propagate_forward_time: 5.3580603600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574050903
   testing[          , genome  4602] predictions:    9736/  10000 (97.36%), best:    9672/10000 (96.72%), error:       944.06494, best error:      1084.44153 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:10:36 (8652): called boinc_finish(0)

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