Nameexact_genome_1512568488_43_3363_1
Workunit2588069
Created7 Dec 2017, 4:19:24 UTC
Sent7 Dec 2017, 4:26:16 UTC
Report deadline9 Dec 2017, 18:35:34 UTC
Received8 Dec 2017, 0:16:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 10 min 50 sec
CPU time1 hours 10 min 50 sec
Validate stateValid
Credit647.45
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.85 MB
Peak swap size150.29 MB
Peak disk usage0.91 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
rning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 43.6163291931s, input_fired_time: 0.2870459259, output_fired_time: 0.2069452703, propagate_forward_time: 17.9196472168, propagate_backward_time: 23.4557189941, weight_update_time: 0.0780908614, other_time: 1.7469749451
epoch time: 2.8245205879s, input_fired_time: 0.0243762638, output_fired_time: 0.0000000000, propagate_forward_time: 2.5646367073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2355077267
validation[          , genome  3363] predictions:    9420/  10000 (94.20%), best:    9420/10000 (94.20%), error:      2035.34924, best error:      2035.34924 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 39.3493080139s, input_fired_time: 0.2670917213, output_fired_time: 0.1908170879, propagate_forward_time: 16.1974334717, propagate_backward_time: 21.1198558807, weight_update_time: 0.0694779754, other_time: 1.5741100311
epoch time: 3.4949676991s, input_fired_time: 0.0291400105, output_fired_time: 0.0000000000, propagate_forward_time: 3.1861743927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796533108
validation[          , genome  3363] predictions:    9446/  10000 (94.46%), best:    9446/10000 (94.46%), error:      1934.67371, best error:      1934.67371 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 41.0647430420s, input_fired_time: 0.2753259540, output_fired_time: 0.1975118965, propagate_forward_time: 16.8598384857, propagate_backward_time: 22.0912933350, weight_update_time: 0.0724343956, other_time: 1.6407718658
epoch time: 3.1505625248s, input_fired_time: 0.0264778491, output_fired_time: 0.0000000000, propagate_forward_time: 2.8692338467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2548508644
validation[          , genome  3363] predictions:    9443/  10000 (94.43%), best:    9446/10000 (94.46%), error:      1969.39392, best error:      1934.67371 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 38.4191551208s, input_fired_time: 0.2635647655, output_fired_time: 0.1870614439, propagate_forward_time: 15.7919359207, propagate_backward_time: 20.6437397003, weight_update_time: 0.0676016286, other_time: 1.5328540802
epoch time: 3.0756793022s, input_fired_time: 0.0261414517, output_fired_time: 0.0000000000, propagate_forward_time: 2.8017897606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2477481365
validation[          , genome  3363] predictions:    9446/  10000 (94.46%), best:    9446/10000 (94.46%), error:      1971.09558, best error:      1934.67371 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 34.7750892639s, input_fired_time: 0.2494584322, output_fired_time: 0.1728815883, propagate_forward_time: 14.1974887848, propagate_backward_time: 18.7329444885, weight_update_time: 0.0636664927, other_time: 1.4223155975
epoch time: 2.9528343678s, input_fired_time: 0.0264382157, output_fired_time: 0.0000000000, propagate_forward_time: 2.6825468540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2438492775
validation[          , genome  3363] predictions:    9209/  10000 (92.09%), best:    9446/10000 (94.46%), error:      2829.62134, best error:      1934.67371 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 38.9663543701s, input_fired_time: 0.2675977647, output_fired_time: 0.1898106188, propagate_forward_time: 15.9578065872, propagate_backward_time: 20.9849605560, weight_update_time: 0.0689783767, other_time: 1.5661792755
epoch time: 3.1796407700s, input_fired_time: 0.0272908881, output_fired_time: 0.0000000000, propagate_forward_time: 2.8954124451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569375038
validation[          , genome  3363] predictions:    9435/  10000 (94.35%), best:    9446/10000 (94.46%), error:      1971.40588, best error:      1934.67371 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 38.9608726501s, input_fired_time: 0.2665964365, output_fired_time: 0.1883422881, propagate_forward_time: 15.9090147018, propagate_backward_time: 21.0342216492, weight_update_time: 0.0695722178, other_time: 1.5626945496
epoch time: 3.1754465103s, input_fired_time: 0.0272294711, output_fired_time: 0.0000000000, propagate_forward_time: 2.8918654919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563514709
validation[          , genome  3363] predictions:    9448/  10000 (94.48%), best:    9446/10000 (94.46%), error:      1954.58215, best error:      1934.67371 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 34.6772384644s, input_fired_time: 0.2501324713, output_fired_time: 0.1733006090, propagate_forward_time: 14.1237964630, propagate_backward_time: 18.6999149323, weight_update_time: 0.0637400746, other_time: 1.4300918579
epoch time: 3.5091245174s, input_fired_time: 0.0310858395, output_fired_time: 0.0000000000, propagate_forward_time: 3.1929516792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850871086
validation[          , genome  3363] predictions:    9421/  10000 (94.21%), best:    9446/10000 (94.46%), error:      2009.35559, best error:      1934.67371 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 38.2381668091s, input_fired_time: 0.2652828097, output_fired_time: 0.1859734058, propagate_forward_time: 15.6824073792, propagate_backward_time: 20.5651588440, weight_update_time: 0.0694837496, other_time: 1.5393447876
epoch time: 2.8971035480s, input_fired_time: 0.0253202356, output_fired_time: 0.0000000000, propagate_forward_time: 2.6368498802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2349333763
validation[          , genome  3363] predictions:    9428/  10000 (94.28%), best:    9446/10000 (94.46%), error:      1999.31836, best error:      1934.67371 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 32.7280120850s, input_fired_time: 0.2423217744, output_fired_time: 0.1651329100, propagate_forward_time: 13.4078931808, propagate_backward_time: 17.5538578033, weight_update_time: 0.0604261458, other_time: 1.3588047028
epoch time: 4.1809597015s, input_fired_time: 0.0343800001, output_fired_time: 0.0000000000, propagate_forward_time: 3.8194365501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271431923
validation[          , genome  3363] predictions:    9440/  10000 (94.40%), best:    9446/10000 (94.46%), error:      1947.45752, best error:      1934.67371 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 42.4329452515s, input_fired_time: 0.2828469872, output_fired_time: 0.2020646781, propagate_forward_time: 17.4593048096, propagate_backward_time: 22.8118095398, weight_update_time: 0.0742390305, other_time: 1.6769180298
epoch time: 3.0294384956s, input_fired_time: 0.0266144108, output_fired_time: 0.0000000000, propagate_forward_time: 2.7546403408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2481837273
validation[          , genome  3363] predictions:    9412/  10000 (94.12%), best:    9446/10000 (94.46%), error:      2040.13660, best error:      1934.67371 on epoch:    15, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 42.1580238342s, input_fired_time: 0.2830196321, output_fired_time: 0.2018910050, propagate_forward_time: 17.3048057556, propagate_backward_time: 22.6826286316, weight_update_time: 0.0748786554, other_time: 1.6856765747
epoch time: 4.1822061539s, input_fired_time: 0.0339736715, output_fired_time: 0.0000000000, propagate_forward_time: 3.8210976124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271348476
validation[          , genome  3363] predictions:    9472/  10000 (94.72%), best:    9472/10000 (94.72%), error:      1870.71985, best error:      1870.71985 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 44.7593498230s, input_fired_time: 0.2929751575, output_fired_time: 0.2126229405, propagate_forward_time: 18.3979053497, propagate_backward_time: 24.0936889648, weight_update_time: 0.0788694471, other_time: 1.7621555328
epoch time: 3.8342638016s, input_fired_time: 0.0318361856, output_fired_time: 0.0000000000, propagate_forward_time: 3.4985039234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039236069
validation[          , genome  3363] predictions:    9361/  10000 (93.61%), best:    9472/10000 (94.72%), error:      2132.54736, best error:      1870.71985 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 37.1439323425s, input_fired_time: 0.2588682473, output_fired_time: 0.1806643009, propagate_forward_time: 15.1125574112, propagate_backward_time: 20.0705718994, weight_update_time: 0.0662335157, other_time: 1.5212707520
epoch time: 3.2123641968s, input_fired_time: 0.0274848584, output_fired_time: 0.0000000000, propagate_forward_time: 2.9172563553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676229477
validation[          , genome  3363] predictions:    9443/  10000 (94.43%), best:    9472/10000 (94.72%), error:      1914.13684, best error:      1870.71985 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 36.8722801208s, input_fired_time: 0.2586820722, output_fired_time: 0.1796805859, propagate_forward_time: 15.0962762833, propagate_backward_time: 19.8285255432, weight_update_time: 0.0657395571, other_time: 1.5091171265
epoch time: 4.1830630302s, input_fired_time: 0.0353044420, output_fired_time: 0.0000000000, propagate_forward_time: 3.8204386234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273198605
validation[          , genome  3363] predictions:    9383/  10000 (93.83%), best:    9472/10000 (94.72%), error:      2048.83228, best error:      1870.71985 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 37.3470726013s, input_fired_time: 0.2598348260, output_fired_time: 0.1829872876, propagate_forward_time: 15.2260398865, propagate_backward_time: 20.1737632751, weight_update_time: 0.0660235062, other_time: 1.5044479370
epoch time: 3.1836993694s, input_fired_time: 0.0274826158, output_fired_time: 0.0000000000, propagate_forward_time: 2.8956983089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605185509
validation[          , genome  3363] predictions:    9475/  10000 (94.75%), best:    9475/10000 (94.75%), error:      1854.95959, best error:      1854.95959 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 39.0729484558s, input_fired_time: 0.2685276568, output_fired_time: 0.1893731058, propagate_forward_time: 16.0038776398, propagate_backward_time: 21.0227890015, weight_update_time: 0.0688432083, other_time: 1.5883808136
epoch time: 3.2142157555s, input_fired_time: 0.0274394937, output_fired_time: 0.0000000000, propagate_forward_time: 2.9288368225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579393387
validation[          , genome  3363] predictions:    9441/  10000 (94.41%), best:    9475/10000 (94.75%), error:      1949.60156, best error:      1854.95959 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 35.4055595398s, input_fired_time: 0.2523526549, output_fired_time: 0.1740950197, propagate_forward_time: 14.4708137512, propagate_backward_time: 19.0451564789, weight_update_time: 0.0629741475, other_time: 1.4631404877
epoch time: 3.1979601383s, input_fired_time: 0.0283127986, output_fired_time: 0.0000000000, propagate_forward_time: 2.9093635082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602839470
validation[          , genome  3363] predictions:    9380/  10000 (93.80%), best:    9475/10000 (94.75%), error:      2120.73096, best error:      1854.95959 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 40.5982818604s, input_fired_time: 0.2765425742, output_fired_time: 0.1959673762, propagate_forward_time: 16.6257095337, propagate_backward_time: 21.8384017944, weight_update_time: 0.0713931546, other_time: 1.6616592407
epoch time: 3.2982840538s, input_fired_time: 0.0283462759, output_fired_time: 0.0000000000, propagate_forward_time: 2.9994196892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2705180645
validation[          , genome  3363] predictions:    9479/  10000 (94.79%), best:    9475/10000 (94.75%), error:      1892.53247, best error:      1854.95959 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 36.1492805481s, input_fired_time: 0.2626415491, output_fired_time: 0.1785202622, propagate_forward_time: 14.8507738113, propagate_backward_time: 19.3978271484, weight_update_time: 0.0634367019, other_time: 1.4595184326
epoch time: 3.1004598141s, input_fired_time: 0.0270328373, output_fired_time: 0.0000000000, propagate_forward_time: 2.8200979233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2533290386
validation[          , genome  3363] predictions:    9447/  10000 (94.47%), best:    9475/10000 (94.75%), error:      1906.07812, best error:      1854.95959 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 35.5564994812s, input_fired_time: 0.2549464107, output_fired_time: 0.1750921011, propagate_forward_time: 14.5998039246, propagate_backward_time: 19.0723037720, weight_update_time: 0.0628319010, other_time: 1.4543533325
epoch time: 3.1972239017s, input_fired_time: 0.0276660100, output_fired_time: 0.0000000000, propagate_forward_time: 2.9125502110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2570075989
validation[          , genome  3363] predictions:    9427/  10000 (94.27%), best:    9475/10000 (94.75%), error:      1975.91125, best error:      1854.95959 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 35.6614799500s, input_fired_time: 0.2537803054, output_fired_time: 0.1760104448, propagate_forward_time: 14.5525684357, propagate_backward_time: 19.2343139648, weight_update_time: 0.0630439967, other_time: 1.4448070526
epoch time: 3.2349028587s, input_fired_time: 0.0277634989, output_fired_time: 0.0000000000, propagate_forward_time: 2.9475088120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2596304417
validation[          , genome  3363] predictions:    9430/  10000 (94.30%), best:    9475/10000 (94.75%), error:      1961.51941, best error:      1854.95959 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 33.9090499878s, input_fired_time: 0.2526742518, output_fired_time: 0.1689653546, propagate_forward_time: 13.7658624649, propagate_backward_time: 18.3231124878, weight_update_time: 0.0603467077, other_time: 1.3984375000
epoch time: 3.1725828648s, input_fired_time: 0.0275993887, output_fired_time: 0.0000000000, propagate_forward_time: 2.8876857758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2572977543
validation[          , genome  3363] predictions:    9443/  10000 (94.43%), best:    9475/10000 (94.75%), error:      1939.27661, best error:      1854.95959 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 34.0599555969s, input_fired_time: 0.2489338666, output_fired_time: 0.1683773994, propagate_forward_time: 13.9625549316, propagate_backward_time: 18.2840938568, weight_update_time: 0.0618185960, other_time: 1.3959941864
epoch time: 3.3581736088s, input_fired_time: 0.0296854060, output_fired_time: 0.0000000000, propagate_forward_time: 3.0552988052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2731893063
validation[          , genome  3363] predictions:    9448/  10000 (94.48%), best:    9475/10000 (94.75%), error:      1867.49670, best error:      1854.95959 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 44.9804458618s, input_fired_time: 0.2953457832, output_fired_time: 0.2121561170, propagate_forward_time: 18.4961662292, propagate_backward_time: 24.2099571228, weight_update_time: 0.0786263123, other_time: 1.7668228149
epoch time: 3.5251364708s, input_fired_time: 0.0300603118, output_fired_time: 0.0000000000, propagate_forward_time: 3.2128732204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2822029591
validation[          , genome  3363] predictions:    9459/  10000 (94.59%), best:    9475/10000 (94.75%), error:      1870.87732, best error:      1854.95959 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 37.1222419739s, input_fired_time: 0.2624383867, output_fired_time: 0.1818622202, propagate_forward_time: 15.2037153244, propagate_backward_time: 19.9578094482, weight_update_time: 0.0664395764, other_time: 1.5164146423
epoch time: 3.4576959610s, input_fired_time: 0.0298505779, output_fired_time: 0.0000000000, propagate_forward_time: 3.1516103745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2762351036
validation[          , genome  3363] predictions:    8799/  10000 (87.99%), best:    9475/10000 (94.75%), error:      4866.56055, best error:      1854.95959 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

resetting weights to those on epoch: 29
epoch time: 43.1296997070s, input_fired_time: 0.2861520648, output_fired_time: 0.2046253234, propagate_forward_time: 17.6953678131, propagate_backward_time: 23.2298374176, weight_update_time: 0.0765378326, other_time: 1.7137184143
epoch time: 3.2070980072s, input_fired_time: 0.0281988215, output_fired_time: 0.0000000000, propagate_forward_time: 2.9202842712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586150169
validation[          , genome  3363] predictions:    9444/  10000 (94.44%), best:    9475/10000 (94.75%), error:      1902.17993, best error:      1854.95959 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 42.2391242981s, input_fired_time: 0.2829657197, output_fired_time: 0.2011439800, propagate_forward_time: 17.3430938721, propagate_backward_time: 22.7313232422, weight_update_time: 0.0746132955, other_time: 1.6805953979
epoch time: 3.1904997826s, input_fired_time: 0.0277939290, output_fired_time: 0.0000000000, propagate_forward_time: 2.9034907818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592151165
validation[          , genome  3363] predictions:    9463/  10000 (94.63%), best:    9475/10000 (94.75%), error:      1863.97510, best error:      1854.95959 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 37.9467506409s, input_fired_time: 0.2636747360, output_fired_time: 0.1840345860, propagate_forward_time: 15.5376396179, propagate_backward_time: 20.4230098724, weight_update_time: 0.0669424534, other_time: 1.5383892059
epoch time: 3.8509583473s, input_fired_time: 0.0320692062, output_fired_time: 0.0000000000, propagate_forward_time: 3.5119132996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069758415
validation[          , genome  3363] predictions:    9474/  10000 (94.74%), best:    9474/10000 (94.74%), error:      1836.76282, best error:      1836.76282 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 42.7133178711s, input_fired_time: 0.2856687307, output_fired_time: 0.2038389444, propagate_forward_time: 17.5268859863, propagate_backward_time: 23.0054798126, weight_update_time: 0.0746585727, other_time: 1.6914463043
epoch time: 4.1945528984s, input_fired_time: 0.0350620635, output_fired_time: 0.0000000000, propagate_forward_time: 3.8321425915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273484707
validation[          , genome  3363] predictions:    9493/  10000 (94.93%), best:    9474/10000 (94.74%), error:      1854.03381, best error:      1836.76282 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 38.6358451843s, input_fired_time: 0.2681538761, output_fired_time: 0.1863386482, propagate_forward_time: 15.7919006348, propagate_backward_time: 20.8326778412, weight_update_time: 0.0700281337, other_time: 1.5567722321
epoch time: 3.9312832355s, input_fired_time: 0.0326606520, output_fired_time: 0.0000000000, propagate_forward_time: 3.5904021263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082203865
validation[          , genome  3363] predictions:    9467/  10000 (94.67%), best:    9474/10000 (94.74%), error:      1839.65430, best error:      1836.76282 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 33.0021781921s, input_fired_time: 0.2462152243, output_fired_time: 0.1666173935, propagate_forward_time: 13.4841461182, propagate_backward_time: 17.7418403625, weight_update_time: 0.0607148334, other_time: 1.3633575439
epoch time: 4.0868926048s, input_fired_time: 0.0343401767, output_fired_time: 0.0000000000, propagate_forward_time: 3.7296798229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228724003
validation[          , genome  3363] predictions:    9450/  10000 (94.50%), best:    9474/10000 (94.74%), error:      1860.40417, best error:      1836.76282 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 44.0725860596s, input_fired_time: 0.2921073735, output_fired_time: 0.2081245780, propagate_forward_time: 18.1035099030, propagate_backward_time: 23.7319488525, weight_update_time: 0.0775042400, other_time: 1.7368946075
epoch time: 3.5613858700s, input_fired_time: 0.0304545704, output_fired_time: 0.0000000000, propagate_forward_time: 3.2474548817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2834763527
validation[          , genome  3363] predictions:    9488/  10000 (94.88%), best:    9488/10000 (94.88%), error:      1796.43982, best error:      1796.43982 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 35.2796249390s, input_fired_time: 0.2543430030, output_fired_time: 0.1742765009, propagate_forward_time: 14.3917636871, propagate_backward_time: 19.0200614929, weight_update_time: 0.0641122311, other_time: 1.4391803741
epoch time: 2.8509378433s, input_fired_time: 0.0252015684, output_fired_time: 0.0000000000, propagate_forward_time: 2.5951337814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2306025028
validation[          , genome  3363] predictions:    9435/  10000 (94.35%), best:    9488/10000 (94.88%), error:      1948.27490, best error:      1796.43982 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 32.6623268127s, input_fired_time: 0.2463346273, output_fired_time: 0.1653249264, propagate_forward_time: 13.3354578018, propagate_backward_time: 17.5533123016, weight_update_time: 0.0602989569, other_time: 1.3618984222
epoch time: 3.5933632851s, input_fired_time: 0.0309336651, output_fired_time: 0.0000000000, propagate_forward_time: 3.2763507366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2860789299
validation[          , genome  3363] predictions:    9473/  10000 (94.73%), best:    9488/10000 (94.88%), error:      1841.16675, best error:      1796.43982 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 40.4983558655s, input_fired_time: 0.2784007788, output_fired_time: 0.1945508718, propagate_forward_time: 16.6226577759, propagate_backward_time: 21.7681427002, weight_update_time: 0.0722872391, other_time: 1.6346054077
epoch time: 2.9153368473s, input_fired_time: 0.0264285039, output_fired_time: 0.0000000000, propagate_forward_time: 2.6502289772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2386794090
validation[          , genome  3363] predictions:    9436/  10000 (94.36%), best:    9488/10000 (94.88%), error:      1945.26562, best error:      1796.43982 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 34.5644340515s, input_fired_time: 0.2537203431, output_fired_time: 0.1731401533, propagate_forward_time: 14.1329307556, propagate_backward_time: 18.5783081055, weight_update_time: 0.0632507056, other_time: 1.4263343811
epoch time: 4.1787481308s, input_fired_time: 0.0347893573, output_fired_time: 0.0000000000, propagate_forward_time: 3.8172008991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3267576694
validation[          , genome  3363] predictions:    9464/  10000 (94.64%), best:    9488/10000 (94.88%), error:      1844.78015, best error:      1796.43982 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 41.3693351746s, input_fired_time: 0.2807549834, output_fired_time: 0.1996197850, propagate_forward_time: 16.9825630188, propagate_backward_time: 22.2617855072, weight_update_time: 0.0727230608, other_time: 1.6446132660
epoch time: 4.1220879555s, input_fired_time: 0.0345789045, output_fired_time: 0.0000000000, propagate_forward_time: 3.7638099194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236992359
validation[          , genome  3363] predictions:    9445/  10000 (94.45%), best:    9488/10000 (94.88%), error:      1869.34302, best error:      1796.43982 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 32.9351654053s, input_fired_time: 0.2447801679, output_fired_time: 0.1639548838, propagate_forward_time: 13.3572940826, propagate_backward_time: 17.8083400726, weight_update_time: 0.0609870814, other_time: 1.3607940674
epoch time: 2.9055075645s, input_fired_time: 0.0259597003, output_fired_time: 0.0000000000, propagate_forward_time: 2.6429536343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2365942001
validation[          , genome  3363] predictions:    9498/  10000 (94.98%), best:    9488/10000 (94.88%), error:      1801.89111, best error:      1796.43982 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 36.4939498901s, input_fired_time: 0.2614567578, output_fired_time: 0.1800311506, propagate_forward_time: 14.8989114761, propagate_backward_time: 19.6689186096, weight_update_time: 0.0664648935, other_time: 1.4846343994
epoch time: 2.8852715492s, input_fired_time: 0.0257261507, output_fired_time: 0.0000000000, propagate_forward_time: 2.6258785725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2336668968
validation[          , genome  3363] predictions:    9472/  10000 (94.72%), best:    9488/10000 (94.88%), error:      1864.99048, best error:      1796.43982 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 34.6300697327s, input_fired_time: 0.2544480264, output_fired_time: 0.1722863913, propagate_forward_time: 14.1416988373, propagate_backward_time: 18.6415634155, weight_update_time: 0.0628299192, other_time: 1.4200725555
epoch time: 3.3999638557s, input_fired_time: 0.0298279729, output_fired_time: 0.0000000000, propagate_forward_time: 3.0984833241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716524601
validation[          , genome  3363] predictions:    9391/  10000 (93.91%), best:    9488/10000 (94.88%), error:      2112.07153, best error:      1796.43982 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 39.6440010071s, input_fired_time: 0.2760550082, output_fired_time: 0.1911422312, propagate_forward_time: 16.2124137878, propagate_backward_time: 21.3727016449, weight_update_time: 0.0705455244, other_time: 1.5916881561
epoch time: 2.7501051426s, input_fired_time: 0.0249087680, output_fired_time: 0.0000000000, propagate_forward_time: 2.4996986389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2254977226
validation[          , genome  3363] predictions:    9469/  10000 (94.69%), best:    9488/10000 (94.88%), error:      1860.83655, best error:      1796.43982 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 43.8224296570s, input_fired_time: 0.2926280200, output_fired_time: 0.2074197382, propagate_forward_time: 18.0160083771, propagate_backward_time: 23.5791587830, weight_update_time: 0.0771926120, other_time: 1.7272129059
epoch time: 4.1824460030s, input_fired_time: 0.0352864601, output_fired_time: 0.0000000000, propagate_forward_time: 3.8215768337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3255827427
validation[          , genome  3363] predictions:    9470/  10000 (94.70%), best:    9488/10000 (94.88%), error:      1820.33154, best error:      1796.43982 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 40.8606758118s, input_fired_time: 0.2799957395, output_fired_time: 0.1956268698, propagate_forward_time: 16.7577800751, propagate_backward_time: 21.9992198944, weight_update_time: 0.0731274933, other_time: 1.6280555725
epoch time: 3.4077467918s, input_fired_time: 0.0297131836, output_fired_time: 0.0000000000, propagate_forward_time: 3.1060490608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719845772
validation[          , genome  3363] predictions:    9463/  10000 (94.63%), best:    9488/10000 (94.88%), error:      1854.84668, best error:      1796.43982 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 42.2267951965s, input_fired_time: 0.2863176465, output_fired_time: 0.2007733583, propagate_forward_time: 17.3153400421, propagate_backward_time: 22.7402210236, weight_update_time: 0.0754693300, other_time: 1.6841430664
epoch time: 3.7265951633s, input_fired_time: 0.0320808589, output_fired_time: 0.0000000000, propagate_forward_time: 3.3989899158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955243587
validation[          , genome  3363] predictions:    9460/  10000 (94.60%), best:    9488/10000 (94.88%), error:      1823.19910, best error:      1796.43982 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 37.2550010681s, input_fired_time: 0.2642525434, output_fired_time: 0.1811881959, propagate_forward_time: 15.2716188431, propagate_backward_time: 20.0419178009, weight_update_time: 0.0656345710, other_time: 1.4960269928
epoch time: 3.2012772560s, input_fired_time: 0.0279811453, output_fired_time: 0.0000000000, propagate_forward_time: 2.9153904915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579057217
validation[          , genome  3363] predictions:    9449/  10000 (94.49%), best:    9488/10000 (94.88%), error:      1883.19421, best error:      1796.43982 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 36.9443016052s, input_fired_time: 0.2624378502, output_fired_time: 0.1817172915, propagate_forward_time: 15.0919513702, propagate_backward_time: 19.9310607910, weight_update_time: 0.0650078356, other_time: 1.4771327972
epoch time: 4.1857676506s, input_fired_time: 0.0351509526, output_fired_time: 0.0000000000, propagate_forward_time: 3.8231720924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274445534
validation[          , genome  3363] predictions:    9476/  10000 (94.76%), best:    9476/10000 (94.76%), error:      1786.77039, best error:      1786.77039 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 42.8931884766s, input_fired_time: 0.2903710008, output_fired_time: 0.2041810900, propagate_forward_time: 17.5940246582, propagate_backward_time: 23.0824661255, weight_update_time: 0.0752988011, other_time: 1.7221450806
epoch time: 3.1597254276s, input_fired_time: 0.0284196027, output_fired_time: 0.0000000000, propagate_forward_time: 2.8363661766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949397564
validation[          , genome  3363] predictions:    9504/  10000 (95.04%), best:    9504/10000 (95.04%), error:      1756.24487, best error:      1756.24487 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 39.8623352051s, input_fired_time: 0.2757128477, output_fired_time: 0.1924937963, propagate_forward_time: 16.2734355927, propagate_backward_time: 21.5124225616, weight_update_time: 0.0705183670, other_time: 1.6082725525
epoch time: 3.2756943703s, input_fired_time: 0.0293816738, output_fired_time: 0.0000000000, propagate_forward_time: 2.9603188038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2859938145
validation[          , genome  3363] predictions:    9467/  10000 (94.67%), best:    9504/10000 (95.04%), error:      1864.71008, best error:      1756.24487 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 37.8985137939s, input_fired_time: 0.2679922283, output_fired_time: 0.1842068285, propagate_forward_time: 15.4996185303, propagate_backward_time: 20.4174957275, weight_update_time: 0.0672781244, other_time: 1.5291976929
epoch time: 3.9506859779s, input_fired_time: 0.0339742191, output_fired_time: 0.0000000000, propagate_forward_time: 3.6071085930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096032143
validation[          , genome  3363] predictions:    9463/  10000 (94.63%), best:    9504/10000 (95.04%), error:      1865.53015, best error:      1756.24487 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 37.5848121643s, input_fired_time: 0.2675911784, output_fired_time: 0.1838868707, propagate_forward_time: 15.4131774902, propagate_backward_time: 20.1767501831, weight_update_time: 0.0664187595, other_time: 1.5434074402
epoch time: 4.1868791580s, input_fired_time: 0.0356931947, output_fired_time: 0.0000000000, propagate_forward_time: 3.8246109486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265750408
validation[          , genome  3363] predictions:    9381/  10000 (93.81%), best:    9504/10000 (95.04%), error:      2143.63623, best error:      1756.24487 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 39.8724212646s, input_fired_time: 0.2772275805, output_fired_time: 0.1926336139, propagate_forward_time: 16.3393917084, propagate_backward_time: 21.4196529388, weight_update_time: 0.0700025707, other_time: 1.6435127258
epoch time: 4.1750931740s, input_fired_time: 0.0350291356, output_fired_time: 0.0000000000, propagate_forward_time: 3.7995784283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404858112
validation[          , genome  3363] predictions:    9443/  10000 (94.43%), best:    9504/10000 (95.04%), error:      1920.54016, best error:      1756.24487 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 35.7153968811s, input_fired_time: 0.2601921558, output_fired_time: 0.1760392934, propagate_forward_time: 14.5751399994, propagate_backward_time: 19.2313671112, weight_update_time: 0.0632991791, other_time: 1.4726562500
epoch time: 3.1264805794s, input_fired_time: 0.0282106511, output_fired_time: 0.0000000000, propagate_forward_time: 2.8346652985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636046410
validation[          , genome  3363] predictions:    9485/  10000 (94.85%), best:    9504/10000 (95.04%), error:      1821.67676, best error:      1756.24487 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 38.9546737671s, input_fired_time: 0.2797172070, output_fired_time: 0.1892087609, propagate_forward_time: 15.9132947922, propagate_backward_time: 20.9976367950, weight_update_time: 0.0694122314, other_time: 1.5748157501
epoch time: 3.0152177811s, input_fired_time: 0.0272007436, output_fired_time: 0.0000000000, propagate_forward_time: 2.7379429340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2500741482
validation[          , genome  3363] predictions:    9470/  10000 (94.70%), best:    9504/10000 (95.04%), error:      1898.18250, best error:      1756.24487 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 35.7248344421s, input_fired_time: 0.2623584867, output_fired_time: 0.1761955023, propagate_forward_time: 14.6347084045, propagate_backward_time: 19.2048377991, weight_update_time: 0.0633522868, other_time: 1.4467315674
epoch time: 3.1117439270s, input_fired_time: 0.0280609876, output_fired_time: 0.0000000000, propagate_forward_time: 2.8305063248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2531766891
validation[          , genome  3363] predictions:    9501/  10000 (95.01%), best:    9504/10000 (95.04%), error:      1759.13367, best error:      1756.24487 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 39.5359115601s, input_fired_time: 0.2765768468, output_fired_time: 0.1912450492, propagate_forward_time: 16.2239780426, propagate_backward_time: 21.2710075378, weight_update_time: 0.0699275136, other_time: 1.5731029510
epoch time: 3.0494956970s, input_fired_time: 0.0275896043, output_fired_time: 0.0000000000, propagate_forward_time: 2.7624590397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594470978
validation[          , genome  3363] predictions:    9485/  10000 (94.85%), best:    9504/10000 (95.04%), error:      1798.64417, best error:      1756.24487 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 36.2109184265s, input_fired_time: 0.2625204027, output_fired_time: 0.1784087121, propagate_forward_time: 14.8233623505, propagate_backward_time: 19.4909324646, weight_update_time: 0.0637387112, other_time: 1.4556941986
epoch time: 4.2042522430s, input_fired_time: 0.0360146947, output_fired_time: 0.0000000000, propagate_forward_time: 3.8404855728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277521133
validation[          , genome  3363] predictions:    9498/  10000 (94.98%), best:    9504/10000 (95.04%), error:      1800.27661, best error:      1756.24487 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 39.7816276550s, input_fired_time: 0.2792931497, output_fired_time: 0.1918883175, propagate_forward_time: 16.2824440002, propagate_backward_time: 21.4409599304, weight_update_time: 0.0702174902, other_time: 1.5870437622
epoch time: 3.5508334637s, input_fired_time: 0.0306905564, output_fired_time: 0.0000000000, propagate_forward_time: 3.2378861904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2822566032
validation[          , genome  3363] predictions:    9475/  10000 (94.75%), best:    9504/10000 (95.04%), error:      1812.98364, best error:      1756.24487 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 38.5111846924s, input_fired_time: 0.2744190395, output_fired_time: 0.1871146113, propagate_forward_time: 15.8021087646, propagate_backward_time: 20.6907901764, weight_update_time: 0.0692474768, other_time: 1.5567531586
epoch time: 3.0316286087s, input_fired_time: 0.0277711321, output_fired_time: 0.0000000000, propagate_forward_time: 2.7582876682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2455697060
validation[          , genome  3363] predictions:    9453/  10000 (94.53%), best:    9504/10000 (95.04%), error:      1912.45142, best error:      1756.24487 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 40.3312225342s, input_fired_time: 0.2792262435, output_fired_time: 0.1935309321, propagate_forward_time: 16.5341930389, propagate_backward_time: 21.7308311462, weight_update_time: 0.0710656419, other_time: 1.5934429169
epoch time: 4.1831021309s, input_fired_time: 0.0350586995, output_fired_time: 0.0000000000, propagate_forward_time: 3.8234930038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245506287
validation[          , genome  3363] predictions:    9462/  10000 (94.62%), best:    9504/10000 (95.04%), error:      1863.85547, best error:      1756.24487 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 41.1833114624s, input_fired_time: 0.2822793424, output_fired_time: 0.1976296902, propagate_forward_time: 16.8693122864, propagate_backward_time: 22.2100906372, weight_update_time: 0.0721427351, other_time: 1.6240005493
epoch time: 3.1564948559s, input_fired_time: 0.0282027051, output_fired_time: 0.0000000000, propagate_forward_time: 2.8575372696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707548141
validation[          , genome  3363] predictions:    9493/  10000 (94.93%), best:    9493/10000 (94.93%), error:      1743.39612, best error:      1743.39612 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 35.9157218933s, input_fired_time: 0.2599987090, output_fired_time: 0.1773413718, propagate_forward_time: 14.6987791061, propagate_backward_time: 19.3122043610, weight_update_time: 0.0630922392, other_time: 1.4673976898
epoch time: 3.1278598309s, input_fired_time: 0.0279396921, output_fired_time: 0.0000000000, propagate_forward_time: 2.8393614292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605586052
validation[          , genome  3363] predictions:    9443/  10000 (94.43%), best:    9493/10000 (94.93%), error:      1856.64502, best error:      1743.39612 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 42.1174468994s, input_fired_time: 0.2881227732, output_fired_time: 0.2021019757, propagate_forward_time: 17.3356094360, propagate_backward_time: 22.6233997345, weight_update_time: 0.0741709247, other_time: 1.6682109833
epoch time: 3.5747053623s, input_fired_time: 0.0314258225, output_fired_time: 0.0000000000, propagate_forward_time: 3.2576620579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856175900
validation[          , genome  3363] predictions:    9474/  10000 (94.74%), best:    9493/10000 (94.93%), error:      1817.83337, best error:      1743.39612 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 35.4059448242s, input_fired_time: 0.2577468455, output_fired_time: 0.1760402769, propagate_forward_time: 14.4136075974, propagate_backward_time: 19.1255588531, weight_update_time: 0.0626351684, other_time: 1.4329891205
epoch time: 3.0830955505s, input_fired_time: 0.0280968342, output_fired_time: 0.0000000000, propagate_forward_time: 2.8037774563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2512211800
validation[          , genome  3363] predictions:    9479/  10000 (94.79%), best:    9493/10000 (94.93%), error:      1790.55554, best error:      1743.39612 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 35.5701904297s, input_fired_time: 0.2599838972, output_fired_time: 0.1771294475, propagate_forward_time: 14.5567989349, propagate_backward_time: 19.1308441162, weight_update_time: 0.0633927956, other_time: 1.4454364777
epoch time: 4.1775488853s, input_fired_time: 0.0355282761, output_fired_time: 0.0000000000, propagate_forward_time: 3.8160254955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259952068
validation[          , genome  3363] predictions:    9482/  10000 (94.82%), best:    9493/10000 (94.93%), error:      1778.38843, best error:      1743.39612 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 40.0557823181s, input_fired_time: 0.2803488672, output_fired_time: 0.1938655227, propagate_forward_time: 16.4203243256, propagate_backward_time: 21.5622177124, weight_update_time: 0.0710395649, other_time: 1.5990238190
epoch time: 2.9473049641s, input_fired_time: 0.0271061640, output_fired_time: 0.0000000000, propagate_forward_time: 2.6816494465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2385494709
validation[          , genome  3363] predictions:    9490/  10000 (94.90%), best:    9493/10000 (94.93%), error:      1780.84485, best error:      1743.39612 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 42.2800369263s, input_fired_time: 0.2883231342, output_fired_time: 0.2023995668, propagate_forward_time: 17.3740367889, propagate_backward_time: 22.7449951172, weight_update_time: 0.0748834908, other_time: 1.6702823639
epoch time: 3.9067971706s, input_fired_time: 0.0336723439, output_fired_time: 0.0000000000, propagate_forward_time: 3.5668451786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062796593
validation[          , genome  3363] predictions:    9503/  10000 (95.03%), best:    9493/10000 (94.93%), error:      1759.14319, best error:      1743.39612 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 41.5431518555s, input_fired_time: 0.2862935364, output_fired_time: 0.1997821778, propagate_forward_time: 17.0578994751, propagate_backward_time: 22.3522624969, weight_update_time: 0.0737341717, other_time: 1.6469135284
epoch time: 3.3782210350s, input_fired_time: 0.0304823406, output_fired_time: 0.0000000000, propagate_forward_time: 3.0777492523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699894905
validation[          , genome  3363] predictions:    9477/  10000 (94.77%), best:    9493/10000 (94.93%), error:      1807.55322, best error:      1743.39612 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 35.0422134399s, input_fired_time: 0.2560444176, output_fired_time: 0.1733070910, propagate_forward_time: 14.2863206863, propagate_backward_time: 18.9083747864, weight_update_time: 0.0624426156, other_time: 1.4181671143
epoch time: 3.2193098068s, input_fired_time: 0.0289453939, output_fired_time: 0.0000000000, propagate_forward_time: 2.9334030151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569613457
validation[          , genome  3363] predictions:    9513/  10000 (95.13%), best:    9493/10000 (94.93%), error:      1748.78027, best error:      1743.39612 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 35.2214431763s, input_fired_time: 0.2574523687, output_fired_time: 0.1748583913, propagate_forward_time: 14.4051418304, propagate_backward_time: 18.9649810791, weight_update_time: 0.0628221110, other_time: 1.4190082550
epoch time: 3.1903085709s, input_fired_time: 0.0286437720, output_fired_time: 0.0000000000, propagate_forward_time: 2.9053647518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2562999725
validation[          , genome  3363] predictions:    9442/  10000 (94.42%), best:    9493/10000 (94.93%), error:      1908.34290, best error:      1743.39612 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 42.4384727478s, input_fired_time: 0.2889702618, output_fired_time: 0.2019299716, propagate_forward_time: 17.4534912109, propagate_backward_time: 22.8242702484, weight_update_time: 0.0747062638, other_time: 1.6698093414
epoch time: 3.1581330299s, input_fired_time: 0.0286934618, output_fired_time: 0.0000000000, propagate_forward_time: 2.8762540817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2531855106
validation[          , genome  3363] predictions:    9494/  10000 (94.94%), best:    9493/10000 (94.93%), error:      1763.43652, best error:      1743.39612 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 34.7067337036s, input_fired_time: 0.2568782568, output_fired_time: 0.1714578569, propagate_forward_time: 14.2699413300, propagate_backward_time: 18.6133098602, weight_update_time: 0.0614869371, other_time: 1.3951454163
epoch time: 3.0070900917s, input_fired_time: 0.0277764499, output_fired_time: 0.0000000000, propagate_forward_time: 2.7352344990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2440791130
validation[          , genome  3363] predictions:    9487/  10000 (94.87%), best:    9493/10000 (94.93%), error:      1786.76208, best error:      1743.39612 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 44.4644165039s, input_fired_time: 0.2986617088, output_fired_time: 0.2153263539, propagate_forward_time: 18.2276649475, propagate_backward_time: 23.9756469727, weight_update_time: 0.0787539035, other_time: 1.7471160889
epoch time: 4.1875457764s, input_fired_time: 0.0362008214, output_fired_time: 0.0000000000, propagate_forward_time: 3.8252067566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261380196
validation[          , genome  3363] predictions:    9490/  10000 (94.90%), best:    9493/10000 (94.93%), error:      1769.57019, best error:      1743.39612 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 36.7595252991s, input_fired_time: 0.2700405717, output_fired_time: 0.1797460169, propagate_forward_time: 15.0498933792, propagate_backward_time: 19.7510738373, weight_update_time: 0.0669566765, other_time: 1.5087718964
epoch time: 2.8686759472s, input_fired_time: 0.0274235569, output_fired_time: 0.0000000000, propagate_forward_time: 2.6054377556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2358145714
validation[          , genome  3363] predictions:    9448/  10000 (94.48%), best:    9493/10000 (94.93%), error:      1916.29431, best error:      1743.39612 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 40.7702445984s, input_fired_time: 0.2854408622, output_fired_time: 0.1968276948, propagate_forward_time: 16.7473144531, propagate_backward_time: 21.9037971497, weight_update_time: 0.0729973987, other_time: 1.6368637085
epoch time: 4.1966109276s, input_fired_time: 0.0366722718, output_fired_time: 0.0000000000, propagate_forward_time: 3.8323111534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276276588
validation[          , genome  3363] predictions:    9490/  10000 (94.90%), best:    9493/10000 (94.93%), error:      1804.62219, best error:      1743.39612 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 35.1254272461s, input_fired_time: 0.2608577609, output_fired_time: 0.1744752526, propagate_forward_time: 14.3312635422, propagate_backward_time: 18.9115829468, weight_update_time: 0.0639230460, other_time: 1.4472465515
epoch time: 2.8721368313s, input_fired_time: 0.0273221061, output_fired_time: 0.0000000000, propagate_forward_time: 2.6082878113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2365269661
validation[          , genome  3363] predictions:    9477/  10000 (94.77%), best:    9493/10000 (94.93%), error:      1786.87317, best error:      1743.39612 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 40.9283714294s, input_fired_time: 0.2862551808, output_fired_time: 0.1975696236, propagate_forward_time: 16.8040599823, propagate_backward_time: 22.0054531097, weight_update_time: 0.0730536282, other_time: 1.6350326538
epoch time: 3.7992811203s, input_fired_time: 0.0336515345, output_fired_time: 0.0000000000, propagate_forward_time: 3.4658541679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997753620
validation[          , genome  3363] predictions:    9461/  10000 (94.61%), best:    9493/10000 (94.93%), error:      1848.49353, best error:      1743.39612 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 41.4333305359s, input_fired_time: 0.2904735506, output_fired_time: 0.1995727867, propagate_forward_time: 16.9464740753, propagate_backward_time: 22.3362274170, weight_update_time: 0.0740659013, other_time: 1.6605815887
epoch time: 4.2093663216s, input_fired_time: 0.0359721631, output_fired_time: 0.0000000000, propagate_forward_time: 3.8492901325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241040707
validation[          , genome  3363] predictions:    9495/  10000 (94.95%), best:    9493/10000 (94.93%), error:      1794.33545, best error:      1743.39612 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 41.7849693298s, input_fired_time: 0.2872312367, output_fired_time: 0.2002465278, propagate_forward_time: 17.1767120361, propagate_backward_time: 22.4688758850, weight_update_time: 0.0738012418, other_time: 1.6519050598
epoch time: 2.7935328484s, input_fired_time: 0.0261309054, output_fired_time: 0.0000000000, propagate_forward_time: 2.5389652252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2284367085
validation[          , genome  3363] predictions:    9418/  10000 (94.18%), best:    9493/10000 (94.93%), error:      1954.67139, best error:      1743.39612 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 38.4944610596s, input_fired_time: 0.2749377489, output_fired_time: 0.1891285032, propagate_forward_time: 15.7781839371, propagate_backward_time: 20.6867389679, weight_update_time: 0.0693990365, other_time: 1.5654735565
epoch time: 3.2004034519s, input_fired_time: 0.0295758862, output_fired_time: 0.0000000000, propagate_forward_time: 2.9113373756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594902515
validation[          , genome  3363] predictions:    9493/  10000 (94.93%), best:    9493/10000 (94.93%), error:      1734.55396, best error:      1734.55396 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 40.5814056396s, input_fired_time: 0.2826514840, output_fired_time: 0.1947599351, propagate_forward_time: 16.6909656525, propagate_backward_time: 21.7973556519, weight_update_time: 0.0713313669, other_time: 1.6156749725
epoch time: 4.2143487930s, input_fired_time: 0.0366348550, output_fired_time: 0.0000000000, propagate_forward_time: 3.8304438591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472700119
validation[          , genome  3363] predictions:    9460/  10000 (94.60%), best:    9493/10000 (94.93%), error:      1865.54260, best error:      1734.55396 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 38.3010215759s, input_fired_time: 0.2727918625, output_fired_time: 0.1863913536, propagate_forward_time: 15.6188831329, propagate_backward_time: 20.6765537262, weight_update_time: 0.0677574053, other_time: 1.5464019775
epoch time: 3.4197247028s, input_fired_time: 0.0307390261, output_fired_time: 0.0000000000, propagate_forward_time: 3.1132442951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757413387
validation[          , genome  3363] predictions:    9370/  10000 (93.70%), best:    9493/10000 (94.93%), error:      2031.27039, best error:      1734.55396 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 33.8240394592s, input_fired_time: 0.2556788027, output_fired_time: 0.1687573493, propagate_forward_time: 13.7520303726, propagate_backward_time: 18.2427272797, weight_update_time: 0.0619437695, other_time: 1.4048442841
epoch time: 2.8608093262s, input_fired_time: 0.0275540501, output_fired_time: 0.0000000000, propagate_forward_time: 2.5988726616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2343826294
validation[          , genome  3363] predictions:    9480/  10000 (94.80%), best:    9493/10000 (94.93%), error:      1806.42786, best error:      1734.55396 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 32.8485412598s, input_fired_time: 0.2542411387, output_fired_time: 0.1663506031, propagate_forward_time: 13.4207859039, propagate_backward_time: 17.5941104889, weight_update_time: 0.0603583306, other_time: 1.4130516052
epoch time: 3.3575124741s, input_fired_time: 0.0307811387, output_fired_time: 0.0000000000, propagate_forward_time: 3.0563182831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704131603
validation[          , genome  3363] predictions:    9432/  10000 (94.32%), best:    9493/10000 (94.93%), error:      1970.74902, best error:      1734.55396 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 34.2314453125s, input_fired_time: 0.2604585290, output_fired_time: 0.1715261340, propagate_forward_time: 13.8784713745, propagate_backward_time: 18.4572448730, weight_update_time: 0.0626615360, other_time: 1.4637413025
epoch time: 2.8762075901s, input_fired_time: 0.0276753008, output_fired_time: 0.0000000000, propagate_forward_time: 2.6097002029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2388319969
validation[          , genome  3363] predictions:    9492/  10000 (94.92%), best:    9493/10000 (94.93%), error:      1812.79944, best error:      1734.55396 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 33.2199935913s, input_fired_time: 0.2547671795, output_fired_time: 0.1673302650, propagate_forward_time: 13.4831705093, propagate_backward_time: 17.9332008362, weight_update_time: 0.0611680411, other_time: 1.3815231323
epoch time: 3.0440700054s, input_fired_time: 0.0304487403, output_fired_time: 0.0000000000, propagate_forward_time: 2.7625296116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2510917187
validation[          , genome  3363] predictions:    9478/  10000 (94.78%), best:    9493/10000 (94.93%), error:      1823.03918, best error:      1734.55396 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 36.0846672058s, input_fired_time: 0.2682199776, output_fired_time: 0.1790562272, propagate_forward_time: 14.7175598145, propagate_backward_time: 19.4131126404, weight_update_time: 0.0659544691, other_time: 1.5067176819
epoch time: 2.8873417377s, input_fired_time: 0.0348385163, output_fired_time: 0.0000000000, propagate_forward_time: 2.6154658794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2370374203
validation[          , genome  3363] predictions:    9476/  10000 (94.76%), best:    9493/10000 (94.93%), error:      1829.38477, best error:      1734.55396 on epoch:    93, 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: 14.4497556686s, input_fired_time: 0.1434803009, output_fired_time: 0.0000000000, propagate_forward_time: 13.0695762634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2366991043
best training[          , genome  3363] predictions:   48187/  50000 (96.37%), best:    9493/10000 (94.93%), error:      6515.59033, best error:      1734.55396 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 2.8969764709s, input_fired_time: 0.0272402503, output_fired_time: 0.0000000000, propagate_forward_time: 2.6186132431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2511229515
   testing[          , genome  3363] predictions:    9557/  10000 (95.57%), best:    9493/10000 (94.93%), error:      1566.70996, best error:      1734.55396 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:16:11 (36379): called boinc_finish(0)

</stderr_txt>
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