Nameexact_genome_1512568488_45_2002_2
Workunit2581209
Created7 Dec 2017, 0:36:57 UTC
Sent7 Dec 2017, 0:45:43 UTC
Report deadline10 Dec 2017, 14:34:42 UTC
Received7 Dec 2017, 23:17:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 30 min 33 sec
CPU time1 hours 30 min 33 sec
Validate stateValid
Credit893.92
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.90 MB
Peak swap size150.63 MB
Peak disk usage0.93 MB

Stderr output

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

epoch time: 42.9608154297s, input_fired_time: 0.3647384644, output_fired_time: 0.2419579327, propagate_forward_time: 17.4944705963, propagate_backward_time: 23.3822860718, weight_update_time: 0.0640337840, other_time: 1.4773616791
epoch time: 3.8399360180s, input_fired_time: 0.0391471386, output_fired_time: 0.0000000000, propagate_forward_time: 3.5427420139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580468655
validation[          , genome  2002] predictions:    9362/  10000 (93.62%), best:    9361/10000 (93.61%), error:      2157.68018, best error:      2120.39258 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 48.5122070312s, input_fired_time: 0.3925833106, output_fired_time: 0.2654551268, propagate_forward_time: 19.9267864227, propagate_backward_time: 26.2864189148, weight_update_time: 0.0715541467, other_time: 1.6409664154
epoch time: 3.7953472137s, input_fired_time: 0.0397793017, output_fired_time: 0.0000000000, propagate_forward_time: 3.4969611168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586069107
validation[          , genome  2002] predictions:    9308/  10000 (93.08%), best:    9361/10000 (93.61%), error:      2299.89233, best error:      2120.39258 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 49.1365165710s, input_fired_time: 0.3970284164, output_fired_time: 0.2691957951, propagate_forward_time: 20.1740665436, propagate_backward_time: 26.6208362579, weight_update_time: 0.0725313947, other_time: 1.6753883362
epoch time: 3.9800171852s, input_fired_time: 0.0411474854, output_fired_time: 0.0000000000, propagate_forward_time: 3.6716241837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672455311
validation[          , genome  2002] predictions:    9339/  10000 (93.39%), best:    9361/10000 (93.61%), error:      2193.54688, best error:      2120.39258 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 55.0036430359s, input_fired_time: 0.4236286581, output_fired_time: 0.2961791158, propagate_forward_time: 22.7248401642, propagate_backward_time: 29.7360897064, weight_update_time: 0.0800630748, other_time: 1.8229026794
epoch time: 5.6022405624s, input_fired_time: 0.0543670841, output_fired_time: 0.0000000000, propagate_forward_time: 5.1919088364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559646606
validation[          , genome  2002] predictions:    9383/  10000 (93.83%), best:    9383/10000 (93.83%), error:      2117.48120, best error:      2117.48120 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 47.5628051758s, input_fired_time: 0.3891709447, output_fired_time: 0.2621306479, propagate_forward_time: 19.5257511139, propagate_backward_time: 25.7736244202, weight_update_time: 0.0704236478, other_time: 1.6121273041
epoch time: 4.4675130844s, input_fired_time: 0.0465053171, output_fired_time: 0.0000000000, propagate_forward_time: 4.1253647804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956428528
validation[          , genome  2002] predictions:    9319/  10000 (93.19%), best:    9383/10000 (93.83%), error:      2205.23633, best error:      2117.48120 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 42.6660194397s, input_fired_time: 0.3666763902, output_fired_time: 0.2403812706, propagate_forward_time: 17.4427070618, propagate_backward_time: 23.1474037170, weight_update_time: 0.0637121350, other_time: 1.4688491821
epoch time: 3.8359405994s, input_fired_time: 0.0403161980, output_fired_time: 0.0000000000, propagate_forward_time: 3.5346667767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609577179
validation[          , genome  2002] predictions:    9335/  10000 (93.35%), best:    9383/10000 (93.83%), error:      2163.08911, best error:      2117.48120 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 49.0832710266s, input_fired_time: 0.3941217959, output_fired_time: 0.2693450749, propagate_forward_time: 20.0672283173, propagate_backward_time: 26.7017040253, weight_update_time: 0.0720473677, other_time: 1.6508712769
epoch time: 5.5880460739s, input_fired_time: 0.0538982488, output_fired_time: 0.0000000000, propagate_forward_time: 5.1762962341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578515053
validation[          , genome  2002] predictions:    9368/  10000 (93.68%), best:    9368/10000 (93.68%), error:      2115.39795, best error:      2115.39795 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.2977066040s, input_fired_time: 0.4108721316, output_fired_time: 0.2830036879, propagate_forward_time: 21.5339870453, propagate_backward_time: 28.3280220032, weight_update_time: 0.0768183023, other_time: 1.7418193817
epoch time: 3.6259171963s, input_fired_time: 0.0384726264, output_fired_time: 0.0000000000, propagate_forward_time: 3.3350434303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2524011135
validation[          , genome  2002] predictions:    9378/  10000 (93.78%), best:    9368/10000 (93.68%), error:      2135.53882, best error:      2115.39795 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 43.4743614197s, input_fired_time: 0.3686423302, output_fired_time: 0.2443251312, propagate_forward_time: 17.7615737915, propagate_backward_time: 23.6090908051, weight_update_time: 0.0644461289, other_time: 1.4907321930
epoch time: 3.9843409061s, input_fired_time: 0.0427812934, output_fired_time: 0.0000000000, propagate_forward_time: 3.6666216850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2749378681
validation[          , genome  2002] predictions:    9358/  10000 (93.58%), best:    9358/10000 (93.58%), error:      2071.06470, best error:      2071.06470 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 43.7955055237s, input_fired_time: 0.3708414137, output_fired_time: 0.2446560264, propagate_forward_time: 17.9199428558, propagate_backward_time: 23.7583732605, weight_update_time: 0.0653288588, other_time: 1.5016918182
epoch time: 3.7361423969s, input_fired_time: 0.0388968512, output_fired_time: 0.0000000000, propagate_forward_time: 3.4424767494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547688484
validation[          , genome  2002] predictions:    9242/  10000 (92.42%), best:    9358/10000 (93.58%), error:      2481.41040, best error:      2071.06470 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 55.5721549988s, input_fired_time: 0.4279062152, output_fired_time: 0.2974395454, propagate_forward_time: 22.9660682678, propagate_backward_time: 30.0347862244, weight_update_time: 0.0810986087, other_time: 1.8459548950
epoch time: 5.2746925354s, input_fired_time: 0.0525721684, output_fired_time: 0.0000000000, propagate_forward_time: 4.8822984695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398218155
validation[          , genome  2002] predictions:    9416/  10000 (94.16%), best:    9416/10000 (94.16%), error:      2012.89612, best error:      2012.89612 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 55.6596946716s, input_fired_time: 0.4274650514, output_fired_time: 0.3001025319, propagate_forward_time: 22.9874744415, propagate_backward_time: 30.1131591797, weight_update_time: 0.0809096098, other_time: 1.8314952850
epoch time: 5.2784528732s, input_fired_time: 0.0523508079, output_fired_time: 0.0000000000, propagate_forward_time: 4.8838343620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422675133
validation[          , genome  2002] predictions:    9387/  10000 (93.87%), best:    9387/10000 (93.87%), error:      1996.00452, best error:      1996.00452 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 47.6133995056s, input_fired_time: 0.3903880715, output_fired_time: 0.2632864416, propagate_forward_time: 19.5011177063, propagate_backward_time: 25.8416652679, weight_update_time: 0.0706221461, other_time: 1.6169414520
epoch time: 3.8128738403s, input_fired_time: 0.0404651389, output_fired_time: 0.0000000000, propagate_forward_time: 3.5134830475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589256763
validation[          , genome  2002] predictions:    9361/  10000 (93.61%), best:    9387/10000 (93.87%), error:      2057.91992, best error:      1996.00452 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 43.4133377075s, input_fired_time: 0.3700171709, output_fired_time: 0.2445722818, propagate_forward_time: 17.7176933289, propagate_backward_time: 23.5728073120, weight_update_time: 0.0654167309, other_time: 1.5082473755
epoch time: 4.6357989311s, input_fired_time: 0.0459035076, output_fired_time: 0.0000000000, propagate_forward_time: 4.2886662483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3012290001
validation[          , genome  2002] predictions:    9403/  10000 (94.03%), best:    9387/10000 (93.87%), error:      2004.73340, best error:      1996.00452 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 46.5832290649s, input_fired_time: 0.3838368356, output_fired_time: 0.2562863827, propagate_forward_time: 19.1005153656, propagate_backward_time: 25.2559204102, weight_update_time: 0.0691539645, other_time: 1.5866680145
epoch time: 3.9089369774s, input_fired_time: 0.0424009971, output_fired_time: 0.0000000000, propagate_forward_time: 3.5982866287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682492733
validation[          , genome  2002] predictions:    9380/  10000 (93.80%), best:    9387/10000 (93.87%), error:      2038.06531, best error:      1996.00452 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 43.9685974121s, input_fired_time: 0.3748146594, output_fired_time: 0.2453075349, propagate_forward_time: 17.9138393402, propagate_backward_time: 23.8968391418, weight_update_time: 0.0667017475, other_time: 1.5377979279
epoch time: 4.1666760445s, input_fired_time: 0.0433119349, output_fired_time: 0.0000000000, propagate_forward_time: 3.8456807137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776832581
validation[          , genome  2002] predictions:    9375/  10000 (93.75%), best:    9387/10000 (93.87%), error:      2082.33643, best error:      1996.00452 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 50.9825401306s, input_fired_time: 0.4069833159, output_fired_time: 0.2776249051, propagate_forward_time: 20.9791622162, propagate_backward_time: 27.5901355743, weight_update_time: 0.0751993805, other_time: 1.7286338806
epoch time: 4.3841214180s, input_fired_time: 0.0448328778, output_fired_time: 0.0000000000, propagate_forward_time: 4.0509138107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883749008
validation[          , genome  2002] predictions:    9385/  10000 (93.85%), best:    9387/10000 (93.87%), error:      2074.55542, best error:      1996.00452 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 45.3187255859s, input_fired_time: 0.3809293807, output_fired_time: 0.2516660094, propagate_forward_time: 18.4950599670, propagate_backward_time: 24.6464653015, weight_update_time: 0.0671825409, other_time: 1.5446052551
epoch time: 3.8408851624s, input_fired_time: 0.0399406292, output_fired_time: 0.0000000000, propagate_forward_time: 3.5401604176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607841492
validation[          , genome  2002] predictions:    9411/  10000 (94.11%), best:    9411/10000 (94.11%), error:      1958.23401, best error:      1958.23401 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 44.9493904114s, input_fired_time: 0.3800353110, output_fired_time: 0.2507638931, propagate_forward_time: 18.3602905273, propagate_backward_time: 24.4044818878, weight_update_time: 0.0670562834, other_time: 1.5538196564
epoch time: 4.1687216759s, input_fired_time: 0.0441911556, output_fired_time: 0.0000000000, propagate_forward_time: 3.8371844292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2873458862
validation[          , genome  2002] predictions:    9383/  10000 (93.83%), best:    9411/10000 (94.11%), error:      2003.41052, best error:      1958.23401 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 47.8847427368s, input_fired_time: 0.3923343122, output_fired_time: 0.2632144392, propagate_forward_time: 19.6025371552, propagate_backward_time: 25.9940929413, weight_update_time: 0.0703699291, other_time: 1.6325645447
epoch time: 3.8586077690s, input_fired_time: 0.0406023413, output_fired_time: 0.0000000000, propagate_forward_time: 3.5556941032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623112202
validation[          , genome  2002] predictions:    9367/  10000 (93.67%), best:    9411/10000 (94.11%), error:      2122.82227, best error:      1958.23401 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 44.0281486511s, input_fired_time: 0.3747246563, output_fired_time: 0.2447354347, propagate_forward_time: 17.9261817932, propagate_backward_time: 23.9531860352, weight_update_time: 0.0655249804, other_time: 1.5293197632
epoch time: 4.0515856743s, input_fired_time: 0.0446388610, output_fired_time: 0.0000000000, propagate_forward_time: 3.7229149342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2840321064
validation[          , genome  2002] predictions:    9393/  10000 (93.93%), best:    9411/10000 (94.11%), error:      1986.64954, best error:      1958.23401 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 44.1940155029s, input_fired_time: 0.3756902516, output_fired_time: 0.2464658618, propagate_forward_time: 18.0650787354, propagate_backward_time: 23.9457073212, weight_update_time: 0.0653437227, other_time: 1.5610713959
epoch time: 3.8805391788s, input_fired_time: 0.0405058041, output_fired_time: 0.0000000000, propagate_forward_time: 3.5766048431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634284496
validation[          , genome  2002] predictions:    9395/  10000 (93.95%), best:    9411/10000 (94.11%), error:      2000.97253, best error:      1958.23401 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 43.8558692932s, input_fired_time: 0.3736893535, output_fired_time: 0.2453222722, propagate_forward_time: 17.9163455963, propagate_backward_time: 23.7566280365, weight_update_time: 0.0655633062, other_time: 1.5638847351
epoch time: 4.3619623184s, input_fired_time: 0.0451304801, output_fired_time: 0.0000000000, propagate_forward_time: 4.0235257149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933063507
validation[          , genome  2002] predictions:    9404/  10000 (94.04%), best:    9411/10000 (94.11%), error:      1986.06592, best error:      1958.23401 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 50.7467689514s, input_fired_time: 0.4071414173, output_fired_time: 0.2751883268, propagate_forward_time: 20.8930091858, propagate_backward_time: 27.3768196106, weight_update_time: 0.0780590773, other_time: 1.7946090698
epoch time: 3.7683243752s, input_fired_time: 0.0403958149, output_fired_time: 0.0000000000, propagate_forward_time: 3.4601087570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2678198814
validation[          , genome  2002] predictions:    9404/  10000 (94.04%), best:    9411/10000 (94.11%), error:      1969.21765, best error:      1958.23401 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 46.7030296326s, input_fired_time: 0.3858350813, output_fired_time: 0.2673511803, propagate_forward_time: 19.1048393250, propagate_backward_time: 25.2113018036, weight_update_time: 0.0678905100, other_time: 1.7337017059
epoch time: 4.3417186737s, input_fired_time: 0.0443023406, output_fired_time: 0.0000000000, propagate_forward_time: 3.9990649223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983512878
validation[          , genome  2002] predictions:    9376/  10000 (93.76%), best:    9411/10000 (94.11%), error:      2121.56909, best error:      1958.23401 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 44.9880943298s, input_fired_time: 0.3793654740, output_fired_time: 0.2513719201, propagate_forward_time: 18.4115657806, propagate_backward_time: 24.2473907471, weight_update_time: 0.0658741221, other_time: 1.6984004974
epoch time: 3.6782839298s, input_fired_time: 0.0390117094, output_fired_time: 0.0000000000, propagate_forward_time: 3.3741807938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650914192
validation[          , genome  2002] predictions:    9386/  10000 (93.86%), best:    9411/10000 (94.11%), error:      2004.21008, best error:      1958.23401 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 46.4660148621s, input_fired_time: 0.3837570548, output_fired_time: 0.2564846873, propagate_forward_time: 19.0361442566, propagate_backward_time: 25.1785659790, weight_update_time: 0.0672995448, other_time: 1.6110610962
epoch time: 3.9127466679s, input_fired_time: 0.0411124006, output_fired_time: 0.0000000000, propagate_forward_time: 3.6073999405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642343044
validation[          , genome  2002] predictions:    9420/  10000 (94.20%), best:    9420/10000 (94.20%), error:      1939.15161, best error:      1939.15161 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 42.9186363220s, input_fired_time: 0.3679569364, output_fired_time: 0.2398070395, propagate_forward_time: 17.5480060577, propagate_backward_time: 23.3082942963, weight_update_time: 0.0630314723, other_time: 1.4545707703
epoch time: 3.9132704735s, input_fired_time: 0.0408897363, output_fired_time: 0.0000000000, propagate_forward_time: 3.6101481915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622325420
validation[          , genome  2002] predictions:    9433/  10000 (94.33%), best:    9433/10000 (94.33%), error:      1916.43286, best error:      1916.43286 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 45.1231803894s, input_fired_time: 0.3761915565, output_fired_time: 0.2508000731, propagate_forward_time: 18.5338001251, propagate_backward_time: 24.4557437897, weight_update_time: 0.0654453486, other_time: 1.5066452026
epoch time: 3.7273821831s, input_fired_time: 0.0388484485, output_fired_time: 0.0000000000, propagate_forward_time: 3.4365830421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2519507408
validation[          , genome  2002] predictions:    9399/  10000 (93.99%), best:    9433/10000 (94.33%), error:      1970.38379, best error:      1916.43286 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 42.7482986450s, input_fired_time: 0.3663398027, output_fired_time: 0.2389433086, propagate_forward_time: 17.4533500671, propagate_backward_time: 23.2461299896, weight_update_time: 0.0622694418, other_time: 1.4435329437
epoch time: 4.2470207214s, input_fired_time: 0.0436892696, output_fired_time: 0.0000000000, propagate_forward_time: 3.9238338470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2794976234
validation[          , genome  2002] predictions:    9427/  10000 (94.27%), best:    9433/10000 (94.33%), error:      1962.53186, best error:      1916.43286 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 44.2728843689s, input_fired_time: 0.3730028272, output_fired_time: 0.2463758886, propagate_forward_time: 18.1189270020, propagate_backward_time: 24.0526676178, weight_update_time: 0.0647212043, other_time: 1.4819126129
epoch time: 5.5723915100s, input_fired_time: 0.0548141077, output_fired_time: 0.0000000000, propagate_forward_time: 5.1630339622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545432091
validation[          , genome  2002] predictions:    9388/  10000 (93.88%), best:    9433/10000 (94.33%), error:      2014.25452, best error:      1916.43286 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 44.6522178650s, input_fired_time: 0.3745570183, output_fired_time: 0.2480895221, propagate_forward_time: 18.2413940430, propagate_backward_time: 24.2976722717, weight_update_time: 0.0650069416, other_time: 1.4905052185
epoch time: 3.8331110477s, input_fired_time: 0.0401808098, output_fired_time: 0.0000000000, propagate_forward_time: 3.5323116779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2606184483
validation[          , genome  2002] predictions:    9407/  10000 (94.07%), best:    9433/10000 (94.33%), error:      1962.80042, best error:      1916.43286 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 43.2534446716s, input_fired_time: 0.3692980707, output_fired_time: 0.2419933528, propagate_forward_time: 17.6525630951, propagate_backward_time: 23.5099182129, weight_update_time: 0.0637033209, other_time: 1.4796733856
epoch time: 3.9023416042s, input_fired_time: 0.0405819416, output_fired_time: 0.0000000000, propagate_forward_time: 3.5972063541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645533085
validation[          , genome  2002] predictions:    9399/  10000 (93.99%), best:    9433/10000 (94.33%), error:      1995.83459, best error:      1916.43286 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 43.3439178467s, input_fired_time: 0.3679707646, output_fired_time: 0.2414700240, propagate_forward_time: 17.6814498901, propagate_backward_time: 23.5907764435, weight_update_time: 0.0634019002, other_time: 1.4622516632
epoch time: 3.7913458347s, input_fired_time: 0.0401226431, output_fired_time: 0.0000000000, propagate_forward_time: 3.4931859970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580370903
validation[          , genome  2002] predictions:    9399/  10000 (93.99%), best:    9433/10000 (94.33%), error:      2005.26355, best error:      1916.43286 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 43.5782890320s, input_fired_time: 0.3719656169, output_fired_time: 0.2444733381, propagate_forward_time: 17.8176345825, propagate_backward_time: 23.6744937897, weight_update_time: 0.0637831092, other_time: 1.4697208405
epoch time: 3.8116946220s, input_fired_time: 0.0399479568, output_fired_time: 0.0000000000, propagate_forward_time: 3.5147876740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569589615
validation[          , genome  2002] predictions:    9411/  10000 (94.11%), best:    9433/10000 (94.33%), error:      2008.67603, best error:      1916.43286 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 45.5856056213s, input_fired_time: 0.3786818087, output_fired_time: 0.2526514232, propagate_forward_time: 18.6603698730, propagate_backward_time: 24.7746124268, weight_update_time: 0.0662116781, other_time: 1.5192909241
epoch time: 3.8772900105s, input_fired_time: 0.0409656465, output_fired_time: 0.0000000000, propagate_forward_time: 3.5761437416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601807117
validation[          , genome  2002] predictions:    9402/  10000 (94.02%), best:    9433/10000 (94.33%), error:      1946.11829, best error:      1916.43286 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 47.2005653381s, input_fired_time: 0.3869468570, output_fired_time: 0.2598633766, propagate_forward_time: 19.3546733856, propagate_backward_time: 25.6413288116, weight_update_time: 0.0679559335, other_time: 1.5577507019
epoch time: 3.8012495041s, input_fired_time: 0.0400162898, output_fired_time: 0.0000000000, propagate_forward_time: 3.5052158833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560174465
validation[          , genome  2002] predictions:    9419/  10000 (94.19%), best:    9433/10000 (94.33%), error:      1952.34961, best error:      1916.43286 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 47.5103645325s, input_fired_time: 0.3912068307, output_fired_time: 0.2606066465, propagate_forward_time: 19.5109882355, propagate_backward_time: 25.7645282745, weight_update_time: 0.0689000562, other_time: 1.5830345154
epoch time: 3.8208971024s, input_fired_time: 0.0406196900, output_fired_time: 0.0000000000, propagate_forward_time: 3.5208396912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594377995
validation[          , genome  2002] predictions:    9408/  10000 (94.08%), best:    9433/10000 (94.33%), error:      1958.29663, best error:      1916.43286 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 43.7622489929s, input_fired_time: 0.3728810549, output_fired_time: 0.2444502115, propagate_forward_time: 17.8381595612, propagate_backward_time: 23.8227119446, weight_update_time: 0.0640429854, other_time: 1.4840450287
epoch time: 3.6812016964s, input_fired_time: 0.0398824438, output_fired_time: 0.0000000000, propagate_forward_time: 3.3903791904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2509400845
validation[          , genome  2002] predictions:    9433/  10000 (94.33%), best:    9433/10000 (94.33%), error:      1899.72766, best error:      1899.72766 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 48.3440895081s, input_fired_time: 0.3953996301, output_fired_time: 0.2652712166, propagate_forward_time: 19.8670539856, propagate_backward_time: 26.2066268921, weight_update_time: 0.0703038797, other_time: 1.6097373962
epoch time: 3.8378267288s, input_fired_time: 0.0407328010, output_fired_time: 0.0000000000, propagate_forward_time: 3.5388770103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582168579
validation[          , genome  2002] predictions:    9412/  10000 (94.12%), best:    9433/10000 (94.33%), error:      1945.08276, best error:      1899.72766 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 43.3178672791s, input_fired_time: 0.3700768352, output_fired_time: 0.2416822016, propagate_forward_time: 17.7012004852, propagate_backward_time: 23.5412273407, weight_update_time: 0.0638135150, other_time: 1.4636802673
epoch time: 4.3913602829s, input_fired_time: 0.0451419242, output_fired_time: 0.0000000000, propagate_forward_time: 4.0606856346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2855329514
validation[          , genome  2002] predictions:    9401/  10000 (94.01%), best:    9433/10000 (94.33%), error:      1982.23059, best error:      1899.72766 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 49.4664077759s, input_fired_time: 0.4008284211, output_fired_time: 0.2696307600, propagate_forward_time: 20.2928981781, propagate_backward_time: 26.8526706696, weight_update_time: 0.0721527636, other_time: 1.6503791809
epoch time: 3.7659480572s, input_fired_time: 0.0403206982, output_fired_time: 0.0000000000, propagate_forward_time: 3.4716260433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2540013790
validation[          , genome  2002] predictions:    9380/  10000 (93.80%), best:    9433/10000 (94.33%), error:      2027.57251, best error:      1899.72766 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 46.7474212646s, input_fired_time: 0.3882853389, output_fired_time: 0.2577594221, propagate_forward_time: 19.1758460999, propagate_backward_time: 25.3565196991, weight_update_time: 0.0681829005, other_time: 1.5690097809
epoch time: 3.7159626484s, input_fired_time: 0.0400044508, output_fired_time: 0.0000000000, propagate_forward_time: 3.4219636917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2539944649
validation[          , genome  2002] predictions:    9425/  10000 (94.25%), best:    9433/10000 (94.33%), error:      1938.60510, best error:      1899.72766 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 45.2537841797s, input_fired_time: 0.3819857836, output_fired_time: 0.2513736188, propagate_forward_time: 18.5527057648, propagate_backward_time: 24.5319576263, weight_update_time: 0.0665121004, other_time: 1.5357627869
epoch time: 3.9462158680s, input_fired_time: 0.0423713550, output_fired_time: 0.0000000000, propagate_forward_time: 3.6387140751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651305199
validation[          , genome  2002] predictions:    9401/  10000 (94.01%), best:    9433/10000 (94.33%), error:      1996.25635, best error:      1899.72766 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.0255470276s, input_fired_time: 0.4203743935, output_fired_time: 0.2874889672, propagate_forward_time: 21.8453845978, propagate_backward_time: 28.7016925812, weight_update_time: 0.0768171996, other_time: 1.7706031799
epoch time: 5.2474308014s, input_fired_time: 0.0521813631, output_fired_time: 0.0000000000, propagate_forward_time: 4.8581318855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371176720
validation[          , genome  2002] predictions:    9438/  10000 (94.38%), best:    9433/10000 (94.33%), error:      1923.77173, best error:      1899.72766 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 60.0491065979s, input_fired_time: 0.4634024501, output_fired_time: 0.3295328915, propagate_forward_time: 24.8380088806, propagate_backward_time: 32.4657020569, weight_update_time: 0.0857328176, other_time: 1.9524612427
epoch time: 5.1661195755s, input_fired_time: 0.0580991097, output_fired_time: 0.0000000000, propagate_forward_time: 4.7760143280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320059776
validation[          , genome  2002] predictions:    9418/  10000 (94.18%), best:    9433/10000 (94.33%), error:      1911.08313, best error:      1899.72766 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 48.4198303223s, input_fired_time: 0.4076660275, output_fired_time: 0.2700427771, propagate_forward_time: 19.8635635376, propagate_backward_time: 26.2366847992, weight_update_time: 0.0703986734, other_time: 1.6418743134
epoch time: 4.3129630089s, input_fired_time: 0.0456383228, output_fired_time: 0.0000000000, propagate_forward_time: 3.9838047028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2835197449
validation[          , genome  2002] predictions:    9385/  10000 (93.85%), best:    9433/10000 (94.33%), error:      1997.06445, best error:      1899.72766 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 51.4609832764s, input_fired_time: 0.4146329165, output_fired_time: 0.2783606946, propagate_forward_time: 21.1833705902, propagate_backward_time: 27.8687610626, weight_update_time: 0.0746117979, other_time: 1.7158546448
epoch time: 5.2628293037s, input_fired_time: 0.0528217964, output_fired_time: 0.0000000000, propagate_forward_time: 4.8725233078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374843597
validation[          , genome  2002] predictions:    9421/  10000 (94.21%), best:    9433/10000 (94.33%), error:      1953.43420, best error:      1899.72766 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 57.4368019104s, input_fired_time: 0.4480817914, output_fired_time: 0.3067190051, propagate_forward_time: 23.7172451019, propagate_backward_time: 31.0407505035, weight_update_time: 0.0826230347, other_time: 1.9240016937
epoch time: 4.7083225250s, input_fired_time: 0.0537998490, output_fired_time: 0.0000000000, propagate_forward_time: 4.3421702385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123526573
validation[          , genome  2002] predictions:    9411/  10000 (94.11%), best:    9433/10000 (94.33%), error:      1988.19775, best error:      1899.72766 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.7681770325s, input_fired_time: 0.4213990569, output_fired_time: 0.2842984796, propagate_forward_time: 21.7363338470, propagate_backward_time: 28.5519409180, weight_update_time: 0.0763855875, other_time: 1.7742061615
epoch time: 5.6054091454s, input_fired_time: 0.0603825822, output_fired_time: 0.0000000000, propagate_forward_time: 5.1816844940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633422852
validation[          , genome  2002] predictions:    9421/  10000 (94.21%), best:    9433/10000 (94.33%), error:      1968.64136, best error:      1899.72766 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 49.8205223083s, input_fired_time: 0.4149100482, output_fired_time: 0.2723722756, propagate_forward_time: 20.4450073242, propagate_backward_time: 26.9557456970, weight_update_time: 0.0765492991, other_time: 1.7324867249
epoch time: 4.3680171967s, input_fired_time: 0.0464408770, output_fired_time: 0.0000000000, propagate_forward_time: 4.0254654884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961106300
validation[          , genome  2002] predictions:    9425/  10000 (94.25%), best:    9433/10000 (94.33%), error:      1918.27930, best error:      1899.72766 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 57.0600013733s, input_fired_time: 0.4381693900, output_fired_time: 0.3020361960, propagate_forward_time: 23.5440616608, propagate_backward_time: 30.8593978882, weight_update_time: 0.0804384798, other_time: 1.9163360596
epoch time: 5.4405279160s, input_fired_time: 0.0523997508, output_fired_time: 0.0000000000, propagate_forward_time: 5.0383124352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498158455
validation[          , genome  2002] predictions:    9432/  10000 (94.32%), best:    9432/10000 (94.32%), error:      1885.34778, best error:      1885.34778 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 47.7155265808s, input_fired_time: 0.3919283748, output_fired_time: 0.2598223388, propagate_forward_time: 19.6204757690, propagate_backward_time: 25.8673000336, weight_update_time: 0.0672487468, other_time: 1.5759983063
epoch time: 4.7526645660s, input_fired_time: 0.0474872738, output_fired_time: 0.0000000000, propagate_forward_time: 4.3902378082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149394989
validation[          , genome  2002] predictions:    9445/  10000 (94.45%), best:    9445/10000 (94.45%), error:      1864.35999, best error:      1864.35999 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 49.0692977905s, input_fired_time: 0.3973430097, output_fired_time: 0.2663453221, propagate_forward_time: 20.1611995697, propagate_backward_time: 26.6604614258, weight_update_time: 0.0690446720, other_time: 1.5839481354
epoch time: 4.4098696709s, input_fired_time: 0.0481226370, output_fired_time: 0.0000000000, propagate_forward_time: 4.0728979111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888493538
validation[          , genome  2002] predictions:    9433/  10000 (94.33%), best:    9445/10000 (94.45%), error:      1884.27429, best error:      1864.35999 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 48.3960037231s, input_fired_time: 0.3947009742, output_fired_time: 0.2626634538, propagate_forward_time: 19.9093952179, propagate_backward_time: 26.2334556580, weight_update_time: 0.0681098402, other_time: 1.5957889557
epoch time: 5.1007366180s, input_fired_time: 0.0520174727, output_fired_time: 0.0000000000, propagate_forward_time: 4.7197008133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290181160
validation[          , genome  2002] predictions:    9437/  10000 (94.37%), best:    9445/10000 (94.45%), error:      1894.31042, best error:      1864.35999 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 47.4835357666s, input_fired_time: 0.3905879855, output_fired_time: 0.2575963438, propagate_forward_time: 19.5145092010, propagate_backward_time: 25.7512664795, weight_update_time: 0.0668803975, other_time: 1.5695781708
epoch time: 4.2785181999s, input_fired_time: 0.0432586744, output_fired_time: 0.0000000000, propagate_forward_time: 3.9539859295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812736034
validation[          , genome  2002] predictions:    9420/  10000 (94.20%), best:    9445/10000 (94.45%), error:      1951.25073, best error:      1864.35999 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 48.4288444519s, input_fired_time: 0.3936943114, output_fired_time: 0.2634595335, propagate_forward_time: 19.8906745911, propagate_backward_time: 26.3118076324, weight_update_time: 0.0684513822, other_time: 1.5692081451
epoch time: 4.2272219658s, input_fired_time: 0.0432421826, output_fired_time: 0.0000000000, propagate_forward_time: 3.9092574120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747225761
validation[          , genome  2002] predictions:    9441/  10000 (94.41%), best:    9445/10000 (94.45%), error:      1876.92786, best error:      1864.35999 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 49.3728485107s, input_fired_time: 0.4000337124, output_fired_time: 0.2671804726, propagate_forward_time: 20.3473606110, propagate_backward_time: 26.7570323944, weight_update_time: 0.0699419677, other_time: 1.6012420654
epoch time: 3.7857718468s, input_fired_time: 0.0409189388, output_fired_time: 0.0000000000, propagate_forward_time: 3.4894449711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2554080486
validation[          , genome  2002] predictions:    9435/  10000 (94.35%), best:    9445/10000 (94.45%), error:      1884.26855, best error:      1864.35999 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 46.6186637878s, input_fired_time: 0.3855881393, output_fired_time: 0.2554055750, propagate_forward_time: 19.1648502350, propagate_backward_time: 25.2916278839, weight_update_time: 0.0658090264, other_time: 1.5211906433
epoch time: 4.3094515800s, input_fired_time: 0.0437650084, output_fired_time: 0.0000000000, propagate_forward_time: 3.9899854660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757010460
validation[          , genome  2002] predictions:    9395/  10000 (93.95%), best:    9445/10000 (94.45%), error:      2003.73779, best error:      1864.35999 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 46.7854881287s, input_fired_time: 0.3877085745, output_fired_time: 0.2547911704, propagate_forward_time: 19.2782726288, propagate_backward_time: 25.3518619537, weight_update_time: 0.0656843111, other_time: 1.5128555298
epoch time: 3.9316191673s, input_fired_time: 0.0411618650, output_fired_time: 0.0000000000, propagate_forward_time: 3.6302785873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601788044
validation[          , genome  2002] predictions:    9433/  10000 (94.33%), best:    9445/10000 (94.45%), error:      1885.66663, best error:      1864.35999 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 57.4272994995s, input_fired_time: 0.4404253364, output_fired_time: 0.3040734828, propagate_forward_time: 23.8261737823, propagate_backward_time: 31.0476703644, weight_update_time: 0.0806061104, other_time: 1.8089580536
epoch time: 4.9946408272s, input_fired_time: 0.0484302044, output_fired_time: 0.0000000000, propagate_forward_time: 4.6294083595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168025017
validation[          , genome  2002] predictions:    9427/  10000 (94.27%), best:    9445/10000 (94.45%), error:      1901.77258, best error:      1864.35999 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 54.2804908752s, input_fired_time: 0.4203406572, output_fired_time: 0.2890553772, propagate_forward_time: 22.4535293579, propagate_backward_time: 29.3976497650, weight_update_time: 0.0756536946, other_time: 1.7199153900
epoch time: 4.7449975014s, input_fired_time: 0.0472015701, output_fired_time: 0.0000000000, propagate_forward_time: 4.3926873207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051085472
validation[          , genome  2002] predictions:    9424/  10000 (94.24%), best:    9445/10000 (94.45%), error:      1904.49695, best error:      1864.35999 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.8070144653s, input_fired_time: 0.4155893028, output_fired_time: 0.2841684222, propagate_forward_time: 21.8453254700, propagate_backward_time: 28.5877552032, weight_update_time: 0.0735969245, other_time: 1.6741771698
epoch time: 4.0761075020s, input_fired_time: 0.0426703542, output_fired_time: 0.0000000000, propagate_forward_time: 3.7660763264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673609257
validation[          , genome  2002] predictions:    9419/  10000 (94.19%), best:    9445/10000 (94.45%), error:      1951.54614, best error:      1864.35999 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 55.9727897644s, input_fired_time: 0.4305379987, output_fired_time: 0.2983837128, propagate_forward_time: 23.1727924347, propagate_backward_time: 30.3041992188, weight_update_time: 0.0781709552, other_time: 1.7668762207
epoch time: 4.4716095924s, input_fired_time: 0.0463989489, output_fired_time: 0.0000000000, propagate_forward_time: 4.1336302757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915802002
validation[          , genome  2002] predictions:    9424/  10000 (94.24%), best:    9445/10000 (94.45%), error:      1926.80554, best error:      1864.35999 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 57.6626472473s, input_fired_time: 0.4404771924, output_fired_time: 0.3034353256, propagate_forward_time: 23.8662986755, propagate_backward_time: 31.2326965332, weight_update_time: 0.0808083043, other_time: 1.8197402954
epoch time: 5.2183094025s, input_fired_time: 0.0503330007, output_fired_time: 0.0000000000, propagate_forward_time: 4.8365926743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313837051
validation[          , genome  2002] predictions:    9404/  10000 (94.04%), best:    9445/10000 (94.45%), error:      2014.86218, best error:      1864.35999 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 56.7161674500s, input_fired_time: 0.4346069992, output_fired_time: 0.3006643355, propagate_forward_time: 23.4773120880, propagate_backward_time: 30.7186756134, weight_update_time: 0.0791192055, other_time: 1.7849102020
epoch time: 5.5574970245s, input_fired_time: 0.0544495471, output_fired_time: 0.0000000000, propagate_forward_time: 5.1480340958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550133705
validation[          , genome  2002] predictions:    9442/  10000 (94.42%), best:    9445/10000 (94.45%), error:      1909.93103, best error:      1864.35999 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 57.4850006104s, input_fired_time: 0.4378329813, output_fired_time: 0.3036345243, propagate_forward_time: 23.8522949219, propagate_backward_time: 31.0885639191, weight_update_time: 0.0798285678, other_time: 1.8026752472
epoch time: 5.3605728149s, input_fired_time: 0.0518086478, output_fired_time: 0.0000000000, propagate_forward_time: 4.9730272293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357367516
validation[          , genome  2002] predictions:    9430/  10000 (94.30%), best:    9445/10000 (94.45%), error:      1934.22620, best error:      1864.35999 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 55.9701843262s, input_fired_time: 0.4314357638, output_fired_time: 0.2973183393, propagate_forward_time: 23.1654815674, propagate_backward_time: 30.3111476898, weight_update_time: 0.0780743510, other_time: 1.7648029327
epoch time: 5.3188447952s, input_fired_time: 0.0517843552, output_fired_time: 0.0000000000, propagate_forward_time: 4.9312052727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358550072
validation[          , genome  2002] predictions:    9430/  10000 (94.30%), best:    9445/10000 (94.45%), error:      1912.07043, best error:      1864.35999 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 52.9467315674s, input_fired_time: 0.4179577827, output_fired_time: 0.2832138240, propagate_forward_time: 21.9051265717, propagate_backward_time: 28.6490440369, weight_update_time: 0.0737803578, other_time: 1.6913890839
epoch time: 4.1813673973s, input_fired_time: 0.0437274091, output_fired_time: 0.0000000000, propagate_forward_time: 3.8603069782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2773330212
validation[          , genome  2002] predictions:    9437/  10000 (94.37%), best:    9445/10000 (94.45%), error:      1908.06970, best error:      1864.35999 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 47.3872795105s, input_fired_time: 0.3917000592, output_fired_time: 0.2570857704, propagate_forward_time: 19.4512481689, propagate_backward_time: 25.6819877625, weight_update_time: 0.0669811293, other_time: 1.6052589417
epoch time: 3.8426871300s, input_fired_time: 0.0413724035, output_fired_time: 0.0000000000, propagate_forward_time: 3.5452091694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561056614
validation[          , genome  2002] predictions:    9407/  10000 (94.07%), best:    9445/10000 (94.45%), error:      2001.33057, best error:      1864.35999 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 55.5239562988s, input_fired_time: 0.4351989925, output_fired_time: 0.2963499427, propagate_forward_time: 22.9841442108, propagate_backward_time: 30.0112724304, weight_update_time: 0.0781873316, other_time: 1.7969913483
epoch time: 4.4648389816s, input_fired_time: 0.0460188724, output_fired_time: 0.0000000000, propagate_forward_time: 4.1239733696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948465347
validation[          , genome  2002] predictions:    9417/  10000 (94.17%), best:    9445/10000 (94.45%), error:      1934.22485, best error:      1864.35999 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 51.9852180481s, input_fired_time: 0.4164505303, output_fired_time: 0.2769687474, propagate_forward_time: 21.4512329102, propagate_backward_time: 28.1098289490, weight_update_time: 0.0735915825, other_time: 1.7307357788
epoch time: 4.2299804688s, input_fired_time: 0.0450786352, output_fired_time: 0.0000000000, propagate_forward_time: 3.9030494690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818522453
validation[          , genome  2002] predictions:    9409/  10000 (94.09%), best:    9445/10000 (94.45%), error:      1939.52747, best error:      1864.35999 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 58.2057876587s, input_fired_time: 0.4463491738, output_fired_time: 0.3068972826, propagate_forward_time: 24.1131706238, propagate_backward_time: 31.4563903809, weight_update_time: 0.0810490772, other_time: 1.8829803467
epoch time: 5.0738215446s, input_fired_time: 0.0502924733, output_fired_time: 0.0000000000, propagate_forward_time: 4.7005958557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229331970
validation[          , genome  2002] predictions:    9417/  10000 (94.17%), best:    9445/10000 (94.45%), error:      1934.56628, best error:      1864.35999 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 48.1615295410s, input_fired_time: 0.3991617262, output_fired_time: 0.2613400817, propagate_forward_time: 19.8348655701, propagate_backward_time: 26.0704421997, weight_update_time: 0.0682607740, other_time: 1.5957183838
epoch time: 4.1324958801s, input_fired_time: 0.0438229330, output_fired_time: 0.0000000000, propagate_forward_time: 3.8123188019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763543129
validation[          , genome  2002] predictions:    9433/  10000 (94.33%), best:    9445/10000 (94.45%), error:      1897.59241, best error:      1864.35999 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 51.9440994263s, input_fired_time: 0.4174205661, output_fired_time: 0.2793379724, propagate_forward_time: 21.4206447601, propagate_backward_time: 28.1283226013, weight_update_time: 0.0737101957, other_time: 1.6983737946
epoch time: 4.0493974686s, input_fired_time: 0.0433221720, output_fired_time: 0.0000000000, propagate_forward_time: 3.7369940281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690813541
validation[          , genome  2002] predictions:    9429/  10000 (94.29%), best:    9445/10000 (94.45%), error:      1929.32886, best error:      1864.35999 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 47.6149635315s, input_fired_time: 0.3943063915, output_fired_time: 0.2599135935, propagate_forward_time: 19.5734901428, propagate_backward_time: 25.8333892822, weight_update_time: 0.0671613365, other_time: 1.5538635254
epoch time: 4.2496409416s, input_fired_time: 0.0442283899, output_fired_time: 0.0000000000, propagate_forward_time: 3.9210367203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2843756676
validation[          , genome  2002] predictions:    9439/  10000 (94.39%), best:    9445/10000 (94.45%), error:      1883.62744, best error:      1864.35999 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.0952301025s, input_fired_time: 0.4185117483, output_fired_time: 0.2796083093, propagate_forward_time: 21.4770526886, propagate_backward_time: 28.2288570404, weight_update_time: 0.0736240968, other_time: 1.6912002563
epoch time: 3.6603529453s, input_fired_time: 0.0404458754, output_fired_time: 0.0000000000, propagate_forward_time: 3.3726429939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2472641468
validation[          , genome  2002] predictions:    9438/  10000 (94.38%), best:    9445/10000 (94.45%), error:      1898.24329, best error:      1864.35999 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 46.3013610840s, input_fired_time: 0.3920524716, output_fired_time: 0.2529729009, propagate_forward_time: 18.9959487915, propagate_backward_time: 25.1260681152, weight_update_time: 0.0670575649, other_time: 1.5343208313
epoch time: 3.7896063328s, input_fired_time: 0.0410665832, output_fired_time: 0.0000000000, propagate_forward_time: 3.4938645363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2546751499
validation[          , genome  2002] predictions:    9418/  10000 (94.18%), best:    9445/10000 (94.45%), error:      1951.91357, best error:      1864.35999 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 45.4978675842s, input_fired_time: 0.3855622709, output_fired_time: 0.2516644597, propagate_forward_time: 18.5873584747, propagate_backward_time: 24.7785778046, weight_update_time: 0.0655810013, other_time: 1.4947052002
epoch time: 4.7836894989s, input_fired_time: 0.0494664386, output_fired_time: 0.0000000000, propagate_forward_time: 4.4224534035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117694855
validation[          , genome  2002] predictions:    9432/  10000 (94.32%), best:    9445/10000 (94.45%), error:      1926.22046, best error:      1864.35999 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.1279220581s, input_fired_time: 0.4234267175, output_fired_time: 0.2854413986, propagate_forward_time: 21.9242992401, propagate_backward_time: 28.7823181152, weight_update_time: 0.0748788193, other_time: 1.7124347687
epoch time: 4.8711862564s, input_fired_time: 0.0494876951, output_fired_time: 0.0000000000, propagate_forward_time: 4.4926671982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290314674
validation[          , genome  2002] predictions:    9436/  10000 (94.36%), best:    9445/10000 (94.45%), error:      1895.72961, best error:      1864.35999 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 56.6227264404s, input_fired_time: 0.4388067126, output_fired_time: 0.2992911637, propagate_forward_time: 23.4738864899, propagate_backward_time: 30.6232490540, weight_update_time: 0.0792826638, other_time: 1.7874946594
epoch time: 3.8673312664s, input_fired_time: 0.0434019677, output_fired_time: 0.0000000000, propagate_forward_time: 3.5586793423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652499676
validation[          , genome  2002] predictions:    9416/  10000 (94.16%), best:    9445/10000 (94.45%), error:      1990.35657, best error:      1864.35999 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.3981094360s, input_fired_time: 0.4014455676, output_fired_time: 0.2642993927, propagate_forward_time: 19.9150238037, propagate_backward_time: 26.2400436401, weight_update_time: 0.0696617514, other_time: 1.5772933960
epoch time: 3.9985861778s, input_fired_time: 0.0427147560, output_fired_time: 0.0000000000, propagate_forward_time: 3.6926875114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631838322
validation[          , genome  2002] predictions:    9442/  10000 (94.42%), best:    9445/10000 (94.45%), error:      1898.85815, best error:      1864.35999 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 49.5665054321s, input_fired_time: 0.4038589001, output_fired_time: 0.2689645886, propagate_forward_time: 20.4329662323, propagate_backward_time: 26.8648738861, weight_update_time: 0.0701915845, other_time: 1.5958442688
epoch time: 4.2037653923s, input_fired_time: 0.0440268293, output_fired_time: 0.0000000000, propagate_forward_time: 3.8838915825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2758469582
validation[          , genome  2002] predictions:    9442/  10000 (94.42%), best:    9445/10000 (94.45%), error:      1886.89221, best error:      1864.35999 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 49.3186569214s, input_fired_time: 0.4037128687, output_fired_time: 0.2682013214, propagate_forward_time: 20.2687034607, propagate_backward_time: 26.7887001038, weight_update_time: 0.0699698925, other_time: 1.5893402100
epoch time: 5.5848150253s, input_fired_time: 0.0547993407, output_fired_time: 0.0000000000, propagate_forward_time: 5.1803822517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496332169
validation[          , genome  2002] predictions:    9427/  10000 (94.27%), best:    9445/10000 (94.45%), error:      1905.39001, best error:      1864.35999 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 49.0931205750s, input_fired_time: 0.4079589844, output_fired_time: 0.2676686049, propagate_forward_time: 20.2636699677, propagate_backward_time: 26.5562171936, weight_update_time: 0.0704985708, other_time: 1.5976047516
epoch time: 3.7797465324s, input_fired_time: 0.0416317545, output_fired_time: 0.0000000000, propagate_forward_time: 3.4848184586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532963753
validation[          , genome  2002] predictions:    9424/  10000 (94.24%), best:    9445/10000 (94.45%), error:      1946.11755, best error:      1864.35999 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 47.0926704407s, input_fired_time: 0.3937085271, output_fired_time: 0.2587870061, propagate_forward_time: 19.3333301544, propagate_backward_time: 25.5659580231, weight_update_time: 0.0671329722, other_time: 1.5408897400
epoch time: 4.2240786552s, input_fired_time: 0.0446399637, output_fired_time: 0.0000000000, propagate_forward_time: 3.9017457962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776927948
validation[          , genome  2002] predictions:    9435/  10000 (94.35%), best:    9445/10000 (94.45%), error:      1893.79370, best error:      1864.35999 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 47.6170806885s, input_fired_time: 0.3975357413, output_fired_time: 0.2595527172, propagate_forward_time: 19.5808277130, propagate_backward_time: 25.8295230865, weight_update_time: 0.0674753711, other_time: 1.5496406555
epoch time: 5.0494112968s, input_fired_time: 0.0504381880, output_fired_time: 0.0000000000, propagate_forward_time: 4.6792888641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196840286
validation[          , genome  2002] predictions:    9420/  10000 (94.20%), best:    9445/10000 (94.45%), error:      1961.28198, best error:      1864.35999 on epoch:    66, 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: 25.5110340118s, input_fired_time: 0.2522863746, output_fired_time: 0.0000000000, propagate_forward_time: 23.5704746246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6882724762
best training[          , genome  2002] predictions:   48042/  50000 (96.08%), best:    9445/10000 (94.45%), error:      6967.43506, best error:      1864.35999 on epoch:    66, 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: 5.3978109360s, input_fired_time: 0.0516814813, output_fired_time: 0.0000000000, propagate_forward_time: 4.9813508987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647785187
   testing[          , genome  2002] predictions:    9519/  10000 (95.19%), best:    9445/10000 (94.45%), error:      1667.85547, best error:      1864.35999 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:17:25 (36235): called boinc_finish(0)

</stderr_txt>
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