Nameexact_genome_1512568488_43_1729_1
Workunit2579955
Created6 Dec 2017, 20:34:23 UTC
Sent6 Dec 2017, 20:37:26 UTC
Report deadline9 Dec 2017, 1:44:37 UTC
Received6 Dec 2017, 22:10:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time58 min 25 sec
CPU time58 min 22 sec
Validate stateValid
Credit553.33
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.27 MB
Peak swap size150.03 MB
Peak disk usage0.87 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: 30.4575271606s, input_fired_time: 0.2761617899, output_fired_time: 0.1870776117, propagate_forward_time: 12.5042161942, propagate_backward_time: 16.0307769775, weight_update_time: 0.0640616938, other_time: 1.4592933655
epoch time: 2.7080855370s, input_fired_time: 0.0304163508, output_fired_time: 0.0000000000, propagate_forward_time: 2.4234557152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2542135715
validation[          , genome  1729] predictions:    9375/  10000 (93.75%), best:    9379/10000 (93.79%), error:      2143.38599, best error:      2101.07471 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 34.1841850281s, input_fired_time: 0.2969363034, output_fired_time: 0.2053699046, propagate_forward_time: 14.1146478653, propagate_backward_time: 17.9467639923, weight_update_time: 0.0723004937, other_time: 1.6204700470
epoch time: 3.6472871304s, input_fired_time: 0.0398508869, output_fired_time: 0.0000000000, propagate_forward_time: 3.2772052288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302309513
validation[          , genome  1729] predictions:    9348/  10000 (93.48%), best:    9379/10000 (93.79%), error:      2265.80371, best error:      2101.07471 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 30.6657218933s, input_fired_time: 0.2774059772, output_fired_time: 0.1878124624, propagate_forward_time: 12.5587921143, propagate_backward_time: 16.1585407257, weight_update_time: 0.0648581535, other_time: 1.4831695557
epoch time: 2.7220711708s, input_fired_time: 0.0307122767, output_fired_time: 0.0000000000, propagate_forward_time: 2.4330484867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583103180
validation[          , genome  1729] predictions:    9395/  10000 (93.95%), best:    9395/10000 (93.95%), error:      2078.78052, best error:      2078.78052 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 36.8265533447s, input_fired_time: 0.3131397963, output_fired_time: 0.2208113074, propagate_forward_time: 15.2789392471, propagate_backward_time: 19.2474651337, weight_update_time: 0.0781172514, other_time: 1.7661991119
epoch time: 2.8291888237s, input_fired_time: 0.0312951952, output_fired_time: 0.0000000000, propagate_forward_time: 2.5362505913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616429329
validation[          , genome  1729] predictions:    9371/  10000 (93.71%), best:    9395/10000 (93.95%), error:      2205.53149, best error:      2078.78052 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 32.1814613342s, input_fired_time: 0.2861320972, output_fired_time: 0.1957252026, propagate_forward_time: 13.2689428329, propagate_backward_time: 16.8951148987, weight_update_time: 0.0693353266, other_time: 1.5355453491
epoch time: 3.6438283920s, input_fired_time: 0.0394395068, output_fired_time: 0.0000000000, propagate_forward_time: 3.2723059654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320829868
validation[          , genome  1729] predictions:    9384/  10000 (93.84%), best:    9395/10000 (93.95%), error:      2221.12354, best error:      2078.78052 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 37.6841087341s, input_fired_time: 0.3198072612, output_fired_time: 0.2240635008, propagate_forward_time: 15.6949043274, propagate_backward_time: 19.6323375702, weight_update_time: 0.0804239437, other_time: 1.8129940033
epoch time: 3.6371796131s, input_fired_time: 0.0392407179, output_fired_time: 0.0000000000, propagate_forward_time: 3.2675783634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303606510
validation[          , genome  1729] predictions:    9425/  10000 (94.25%), best:    9425/10000 (94.25%), error:      1990.29749, best error:      1990.29749 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 33.6902961731s, input_fired_time: 0.2962342203, output_fired_time: 0.2045266032, propagate_forward_time: 13.9356737137, propagate_backward_time: 17.6361808777, weight_update_time: 0.0711681172, other_time: 1.6176834106
epoch time: 3.3956823349s, input_fired_time: 0.0382958092, output_fired_time: 0.0000000000, propagate_forward_time: 3.0409438610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164427280
validation[          , genome  1729] predictions:    9397/  10000 (93.97%), best:    9425/10000 (94.25%), error:      2046.12134, best error:      1990.29749 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 33.7346725464s, input_fired_time: 0.2986264229, output_fired_time: 0.2036515921, propagate_forward_time: 13.9436588287, propagate_backward_time: 17.6442089081, weight_update_time: 0.0719014108, other_time: 1.6445274353
epoch time: 2.5251858234s, input_fired_time: 0.0298874080, output_fired_time: 0.0000000000, propagate_forward_time: 2.2527773380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2425210476
validation[          , genome  1729] predictions:    9394/  10000 (93.94%), best:    9425/10000 (94.25%), error:      2100.18848, best error:      1990.29749 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 33.3623352051s, input_fired_time: 0.2953889966, output_fired_time: 0.2026234716, propagate_forward_time: 13.7587509155, propagate_backward_time: 17.4850082397, weight_update_time: 0.0709134862, other_time: 1.6205635071
epoch time: 2.7390348911s, input_fired_time: 0.0310389958, output_fired_time: 0.0000000000, propagate_forward_time: 2.4509024620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2570934296
validation[          , genome  1729] predictions:    9381/  10000 (93.81%), best:    9425/10000 (94.25%), error:      2128.15918, best error:      1990.29749 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 30.7895679474s, input_fired_time: 0.2796260118, output_fired_time: 0.1887963712, propagate_forward_time: 12.6693773270, propagate_backward_time: 16.1664562225, weight_update_time: 0.0647651106, other_time: 1.4853115082
epoch time: 2.6634559631s, input_fired_time: 0.0303726867, output_fired_time: 0.0000000000, propagate_forward_time: 2.3825595379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2505238056
validation[          , genome  1729] predictions:    9413/  10000 (94.13%), best:    9425/10000 (94.25%), error:      1999.21545, best error:      1990.29749 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 31.4969406128s, input_fired_time: 0.2850294411, output_fired_time: 0.1931365877, propagate_forward_time: 12.9416608810, propagate_backward_time: 16.5613059998, weight_update_time: 0.0666540712, other_time: 1.5158081055
epoch time: 2.3595886230s, input_fired_time: 0.0286674704, output_fired_time: 0.0000000000, propagate_forward_time: 2.0999758244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2309453487
validation[          , genome  1729] predictions:    9371/  10000 (93.71%), best:    9425/10000 (94.25%), error:      2167.44946, best error:      1990.29749 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 28.8658275604s, input_fired_time: 0.2727836072, output_fired_time: 0.1784821600, propagate_forward_time: 11.7575302124, propagate_backward_time: 15.1944885254, weight_update_time: 0.0629760846, other_time: 1.4625434875
epoch time: 2.4451754093s, input_fired_time: 0.0289562028, output_fired_time: 0.0000000000, propagate_forward_time: 2.1831066608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2331125736
validation[          , genome  1729] predictions:    9405/  10000 (94.05%), best:    9425/10000 (94.25%), error:      2035.66504, best error:      1990.29749 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 30.1457672119s, input_fired_time: 0.2805109620, output_fired_time: 0.1859751940, propagate_forward_time: 12.3479461670, propagate_backward_time: 15.8326444626, weight_update_time: 0.0651087984, other_time: 1.4986886978
epoch time: 3.6249728203s, input_fired_time: 0.0398073755, output_fired_time: 0.0000000000, propagate_forward_time: 3.2548391819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303263187
validation[          , genome  1729] predictions:    9428/  10000 (94.28%), best:    9428/10000 (94.28%), error:      1973.69629, best error:      1973.69629 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 36.2211151123s, input_fired_time: 0.3149948418, output_fired_time: 0.2170817852, propagate_forward_time: 14.9971094131, propagate_backward_time: 18.9199810028, weight_update_time: 0.0780660957, other_time: 1.7719478607
epoch time: 3.6343696117s, input_fired_time: 0.0387782864, output_fired_time: 0.0000000000, propagate_forward_time: 3.2693002224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262910843
validation[          , genome  1729] predictions:    9419/  10000 (94.19%), best:    9428/10000 (94.28%), error:      1976.34607, best error:      1973.69629 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 30.7125434875s, input_fired_time: 0.2821452916, output_fired_time: 0.1891055405, propagate_forward_time: 12.6514873505, propagate_backward_time: 16.1002845764, weight_update_time: 0.0647698045, other_time: 1.4895210266
epoch time: 2.6393191814s, input_fired_time: 0.0305684172, output_fired_time: 0.0000000000, propagate_forward_time: 2.3572309017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2515199184
validation[          , genome  1729] predictions:    9429/  10000 (94.29%), best:    9429/10000 (94.29%), error:      1956.20374, best error:      1956.20374 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 31.5038356781s, input_fired_time: 0.2855379581, output_fired_time: 0.1928897798, propagate_forward_time: 12.9996690750, propagate_backward_time: 16.5226154327, weight_update_time: 0.0662201345, other_time: 1.5031223297
epoch time: 2.7241950035s, input_fired_time: 0.0312384944, output_fired_time: 0.0000000000, propagate_forward_time: 2.4384686947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2544877529
validation[          , genome  1729] predictions:    9394/  10000 (93.94%), best:    9429/10000 (94.29%), error:      2037.00989, best error:      1956.20374 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 32.0987472534s, input_fired_time: 0.2873913050, output_fired_time: 0.1950419992, propagate_forward_time: 13.2487583160, propagate_backward_time: 16.8388614655, weight_update_time: 0.0676093623, other_time: 1.5286941528
epoch time: 2.6205608845s, input_fired_time: 0.0302303284, output_fired_time: 0.0000000000, propagate_forward_time: 2.3440327644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2462978363
validation[          , genome  1729] predictions:    9448/  10000 (94.48%), best:    9429/10000 (94.29%), error:      1999.35999, best error:      1956.20374 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 29.8886241913s, input_fired_time: 0.2740661502, output_fired_time: 0.1816524714, propagate_forward_time: 12.2351198196, propagate_backward_time: 15.7566947937, weight_update_time: 0.0627887100, other_time: 1.4410896301
epoch time: 2.7282030582s, input_fired_time: 0.0310923103, output_fired_time: 0.0000000000, propagate_forward_time: 2.4432525635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538580894
validation[          , genome  1729] predictions:    9419/  10000 (94.19%), best:    9429/10000 (94.29%), error:      2005.77246, best error:      1956.20374 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 29.9622497559s, input_fired_time: 0.2759234309, output_fired_time: 0.1832183450, propagate_forward_time: 12.3320789337, propagate_backward_time: 15.7406578064, weight_update_time: 0.0626010597, other_time: 1.4303722382
epoch time: 2.5931491852s, input_fired_time: 0.0303200725, output_fired_time: 0.0000000000, propagate_forward_time: 2.3182892799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2445397377
validation[          , genome  1729] predictions:    9402/  10000 (94.02%), best:    9429/10000 (94.29%), error:      2046.54688, best error:      1956.20374 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 31.3903522491s, input_fired_time: 0.2840993702, output_fired_time: 0.1919642538, propagate_forward_time: 12.9274425507, propagate_backward_time: 16.5118694305, weight_update_time: 0.0650647283, other_time: 1.4749755859
epoch time: 2.8079388142s, input_fired_time: 0.0316103920, output_fired_time: 0.0000000000, propagate_forward_time: 2.5145134926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618148327
validation[          , genome  1729] predictions:    9429/  10000 (94.29%), best:    9429/10000 (94.29%), error:      1958.35852, best error:      1956.20374 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 37.0054206848s, input_fired_time: 0.3166680932, output_fired_time: 0.2208043188, propagate_forward_time: 15.4336385727, propagate_backward_time: 19.2918739319, weight_update_time: 0.0773249418, other_time: 1.7424316406
epoch time: 3.1131455898s, input_fired_time: 0.0350227095, output_fired_time: 0.0000000000, propagate_forward_time: 2.7862236500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918992043
validation[          , genome  1729] predictions:    9413/  10000 (94.13%), best:    9429/10000 (94.29%), error:      2036.35632, best error:      1956.20374 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 32.5439758301s, input_fired_time: 0.2932822406, output_fired_time: 0.1973907053, propagate_forward_time: 13.4156179428, propagate_backward_time: 17.0718555450, weight_update_time: 0.0685286298, other_time: 1.5658283234
epoch time: 2.4471862316s, input_fired_time: 0.0291256774, output_fired_time: 0.0000000000, propagate_forward_time: 2.1828169823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2352435589
validation[          , genome  1729] predictions:    9428/  10000 (94.28%), best:    9429/10000 (94.29%), error:      1977.64453, best error:      1956.20374 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 33.6124000549s, input_fired_time: 0.2974756360, output_fired_time: 0.2030076981, propagate_forward_time: 13.8956260681, propagate_backward_time: 17.6194877625, weight_update_time: 0.0702273771, other_time: 1.5968055725
epoch time: 3.2342879772s, input_fired_time: 0.0351882838, output_fired_time: 0.0000000000, propagate_forward_time: 2.9014236927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976760864
validation[          , genome  1729] predictions:    9424/  10000 (94.24%), best:    9429/10000 (94.29%), error:      1993.66809, best error:      1956.20374 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 33.8432312012s, input_fired_time: 0.2998351455, output_fired_time: 0.2043582648, propagate_forward_time: 13.9996728897, propagate_backward_time: 17.7314815521, weight_update_time: 0.0707775503, other_time: 1.6078853607
epoch time: 2.7001657486s, input_fired_time: 0.0313609317, output_fired_time: 0.0000000000, propagate_forward_time: 2.4164514542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2523534298
validation[          , genome  1729] predictions:    9424/  10000 (94.24%), best:    9429/10000 (94.29%), error:      1964.11182, best error:      1956.20374 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 27.8920993805s, input_fired_time: 0.2689154148, output_fired_time: 0.1730781049, propagate_forward_time: 11.3405799866, propagate_backward_time: 14.7411279678, weight_update_time: 0.0595311671, other_time: 1.3683977127
epoch time: 2.5964107513s, input_fired_time: 0.0302075185, output_fired_time: 0.0000000000, propagate_forward_time: 2.3201375008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2460656166
validation[          , genome  1729] predictions:    9411/  10000 (94.11%), best:    9429/10000 (94.29%), error:      2054.33569, best error:      1956.20374 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 33.9082679749s, input_fired_time: 0.3005327582, output_fired_time: 0.2052234709, propagate_forward_time: 14.0364465714, propagate_backward_time: 17.7384376526, weight_update_time: 0.0705400035, other_time: 1.6276283264
epoch time: 2.9740869999s, input_fired_time: 0.0341701545, output_fired_time: 0.0000000000, propagate_forward_time: 2.6593437195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805731297
validation[          , genome  1729] predictions:    9457/  10000 (94.57%), best:    9457/10000 (94.57%), error:      1918.26282, best error:      1918.26282 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 37.3420486450s, input_fired_time: 0.3177258670, output_fired_time: 0.2238265872, propagate_forward_time: 15.5838871002, propagate_backward_time: 19.4594593048, weight_update_time: 0.0770831481, other_time: 1.7571487427
epoch time: 3.2541856766s, input_fired_time: 0.0368752703, output_fired_time: 0.0000000000, propagate_forward_time: 2.9181082249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992022038
validation[          , genome  1729] predictions:    9447/  10000 (94.47%), best:    9447/10000 (94.47%), error:      1905.86914, best error:      1905.86914 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 33.7272567749s, input_fired_time: 0.2985305190, output_fired_time: 0.2046740353, propagate_forward_time: 13.9670505524, propagate_backward_time: 17.6574840546, weight_update_time: 0.0695784017, other_time: 1.5995178223
epoch time: 2.7626590729s, input_fired_time: 0.0317170955, output_fired_time: 0.0000000000, propagate_forward_time: 2.4730877876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2578542233
validation[          , genome  1729] predictions:    9434/  10000 (94.34%), best:    9447/10000 (94.47%), error:      1937.41333, best error:      1905.86914 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 33.6636505127s, input_fired_time: 0.2988053560, output_fired_time: 0.2038560212, propagate_forward_time: 13.9704332352, propagate_backward_time: 17.5965499878, weight_update_time: 0.0694807619, other_time: 1.5940055847
epoch time: 2.7964594364s, input_fired_time: 0.0321473144, output_fired_time: 0.0000000000, propagate_forward_time: 2.5032160282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610960007
validation[          , genome  1729] predictions:    9420/  10000 (94.20%), best:    9447/10000 (94.47%), error:      1965.74365, best error:      1905.86914 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 30.5419998169s, input_fired_time: 0.2814280689, output_fired_time: 0.1859334111, propagate_forward_time: 12.5926322937, propagate_backward_time: 16.0286769867, weight_update_time: 0.0637016073, other_time: 1.4533290863
epoch time: 2.7718870640s, input_fired_time: 0.0318306759, output_fired_time: 0.0000000000, propagate_forward_time: 2.4821457863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579104900
validation[          , genome  1729] predictions:    9417/  10000 (94.17%), best:    9447/10000 (94.47%), error:      1978.39624, best error:      1905.86914 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 31.7260513306s, input_fired_time: 0.2875416279, output_fired_time: 0.1922563761, propagate_forward_time: 13.0773096085, propagate_backward_time: 16.6544513702, weight_update_time: 0.0659575537, other_time: 1.5144901276
epoch time: 2.7793211937s, input_fired_time: 0.0316896327, output_fired_time: 0.0000000000, propagate_forward_time: 2.4802496433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673819065
validation[          , genome  1729] predictions:    9431/  10000 (94.31%), best:    9447/10000 (94.47%), error:      1946.02661, best error:      1905.86914 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 31.4167327881s, input_fired_time: 0.2853301167, output_fired_time: 0.2005946189, propagate_forward_time: 12.8607082367, propagate_backward_time: 16.5643997192, weight_update_time: 0.0654732734, other_time: 1.5057010651
epoch time: 2.7419650555s, input_fired_time: 0.0315760262, output_fired_time: 0.0000000000, propagate_forward_time: 2.4549610615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2554280758
validation[          , genome  1729] predictions:    9390/  10000 (93.90%), best:    9447/10000 (94.47%), error:      2080.48096, best error:      1905.86914 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 30.3727645874s, input_fired_time: 0.2819780111, output_fired_time: 0.1859912723, propagate_forward_time: 12.5130653381, propagate_backward_time: 15.9626331329, weight_update_time: 0.0626711100, other_time: 1.4290962219
epoch time: 2.7768971920s, input_fired_time: 0.0319258720, output_fired_time: 0.0000000000, propagate_forward_time: 2.4846572876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603139877
validation[          , genome  1729] predictions:    9441/  10000 (94.41%), best:    9447/10000 (94.47%), error:      1961.54358, best error:      1905.86914 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 34.1208343506s, input_fired_time: 0.3012680709, output_fired_time: 0.2062004507, propagate_forward_time: 14.1715383530, propagate_backward_time: 17.8418769836, weight_update_time: 0.0706297755, other_time: 1.5999488831
epoch time: 3.1800825596s, input_fired_time: 0.0351280645, output_fired_time: 0.0000000000, propagate_forward_time: 2.8549394608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900149822
validation[          , genome  1729] predictions:    9417/  10000 (94.17%), best:    9447/10000 (94.47%), error:      2000.04028, best error:      1905.86914 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 36.3522300720s, input_fired_time: 0.3162107766, output_fired_time: 0.2184289694, propagate_forward_time: 15.0761451721, propagate_backward_time: 19.0276622772, weight_update_time: 0.0756402463, other_time: 1.7137813568
epoch time: 2.9627792835s, input_fired_time: 0.0331754386, output_fired_time: 0.0000000000, propagate_forward_time: 2.6536560059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759478092
validation[          , genome  1729] predictions:    9434/  10000 (94.34%), best:    9447/10000 (94.47%), error:      1914.49060, best error:      1905.86914 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 34.3247070312s, input_fired_time: 0.3060704172, output_fired_time: 0.2073120475, propagate_forward_time: 14.2238597870, propagate_backward_time: 17.9515075684, weight_update_time: 0.0718251690, other_time: 1.6359539032
epoch time: 2.5349450111s, input_fired_time: 0.0310491361, output_fired_time: 0.0000000000, propagate_forward_time: 2.2621893883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2417063713
validation[          , genome  1729] predictions:    9424/  10000 (94.24%), best:    9447/10000 (94.47%), error:      1939.73950, best error:      1905.86914 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 32.6096305847s, input_fired_time: 0.2987125516, output_fired_time: 0.2015904933, propagate_forward_time: 13.4338684082, propagate_backward_time: 17.1256618500, weight_update_time: 0.0681667477, other_time: 1.5497951508
epoch time: 3.2769374847s, input_fired_time: 0.0363364443, output_fired_time: 0.0000000000, propagate_forward_time: 2.9434847832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971162796
validation[          , genome  1729] predictions:    9426/  10000 (94.26%), best:    9447/10000 (94.47%), error:      2004.42871, best error:      1905.86914 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 31.2966194153s, input_fired_time: 0.2884363830, output_fired_time: 0.1921565384, propagate_forward_time: 12.9115257263, propagate_backward_time: 16.4098320007, weight_update_time: 0.0650570467, other_time: 1.4946689606
epoch time: 2.8036503792s, input_fired_time: 0.0323578157, output_fired_time: 0.0000000000, propagate_forward_time: 2.5026082993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686841488
validation[          , genome  1729] predictions:    9436/  10000 (94.36%), best:    9447/10000 (94.47%), error:      1953.77844, best error:      1905.86914 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 33.5901489258s, input_fired_time: 0.2994804084, output_fired_time: 0.2044588029, propagate_forward_time: 13.9098949432, propagate_backward_time: 17.6021099091, weight_update_time: 0.0695754141, other_time: 1.5742034912
epoch time: 2.8042261600s, input_fired_time: 0.0324681625, output_fired_time: 0.0000000000, propagate_forward_time: 2.5107164383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2610416412
validation[          , genome  1729] predictions:    9453/  10000 (94.53%), best:    9447/10000 (94.47%), error:      1949.83838, best error:      1905.86914 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 34.6571006775s, input_fired_time: 0.3078174591, output_fired_time: 0.2097467035, propagate_forward_time: 14.3640451431, propagate_backward_time: 18.1260070801, weight_update_time: 0.0724952742, other_time: 1.6494827271
epoch time: 3.6321506500s, input_fired_time: 0.0422990732, output_fired_time: 0.0000000000, propagate_forward_time: 3.2580888271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317627907
validation[          , genome  1729] predictions:    9454/  10000 (94.54%), best:    9454/10000 (94.54%), error:      1893.42542, best error:      1893.42542 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 27.8992557526s, input_fired_time: 0.2748678923, output_fired_time: 0.1752556413, propagate_forward_time: 11.3642320633, propagate_backward_time: 14.6874685287, weight_update_time: 0.0597250275, other_time: 1.3974313736
epoch time: 2.5132658482s, input_fired_time: 0.0317440070, output_fired_time: 0.0000000000, propagate_forward_time: 2.2381410599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2433807850
validation[          , genome  1729] predictions:    9452/  10000 (94.52%), best:    9452/10000 (94.52%), error:      1881.51123, best error:      1881.51123 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 28.2717971802s, input_fired_time: 0.2766953707, output_fired_time: 0.1763524413, propagate_forward_time: 11.4964208603, propagate_backward_time: 14.9266595840, weight_update_time: 0.0603847131, other_time: 1.3956708908
epoch time: 2.4952516556s, input_fired_time: 0.0312173087, output_fired_time: 0.0000000000, propagate_forward_time: 2.2217750549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2422592640
validation[          , genome  1729] predictions:    9417/  10000 (94.17%), best:    9452/10000 (94.52%), error:      1991.18970, best error:      1881.51123 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 31.3172321320s, input_fired_time: 0.2910845578, output_fired_time: 0.1919226050, propagate_forward_time: 12.8735065460, propagate_backward_time: 16.4382286072, weight_update_time: 0.0663356036, other_time: 1.5224895477
epoch time: 2.7553045750s, input_fired_time: 0.0330695361, output_fired_time: 0.0000000000, propagate_forward_time: 2.4626085758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2596263885
validation[          , genome  1729] predictions:    9452/  10000 (94.52%), best:    9452/10000 (94.52%), error:      1877.04834, best error:      1877.04834 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 27.2406482697s, input_fired_time: 0.2694444656, output_fired_time: 0.1701389253, propagate_forward_time: 11.1106157303, propagate_backward_time: 14.3488817215, weight_update_time: 0.0584608205, other_time: 1.3415660858
epoch time: 2.5008442402s, input_fired_time: 0.0305496622, output_fired_time: 0.0000000000, propagate_forward_time: 2.2308287621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2394657135
validation[          , genome  1729] predictions:    9434/  10000 (94.34%), best:    9452/10000 (94.52%), error:      1978.49121, best error:      1877.04834 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 27.2967071533s, input_fired_time: 0.2693776190, output_fired_time: 0.1710626483, propagate_forward_time: 11.0634307861, propagate_backward_time: 14.4475870132, weight_update_time: 0.0582729578, other_time: 1.3452501297
epoch time: 2.4886460304s, input_fired_time: 0.0310140867, output_fired_time: 0.0000000000, propagate_forward_time: 2.2220463753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2355854511
validation[          , genome  1729] predictions:    9441/  10000 (94.41%), best:    9452/10000 (94.52%), error:      1947.29883, best error:      1877.04834 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 27.7238197327s, input_fired_time: 0.2725126743, output_fired_time: 0.1737289727, propagate_forward_time: 11.3027648926, propagate_backward_time: 14.6108579636, weight_update_time: 0.0594853945, other_time: 1.3639554977
epoch time: 3.0862112045s, input_fired_time: 0.0358376838, output_fired_time: 0.0000000000, propagate_forward_time: 2.7686979771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2816755772
validation[          , genome  1729] predictions:    9444/  10000 (94.44%), best:    9452/10000 (94.52%), error:      1939.14648, best error:      1877.04834 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 32.7689895630s, input_fired_time: 0.3015122116, output_fired_time: 0.1997648776, propagate_forward_time: 13.5084095001, propagate_backward_time: 17.1766567230, weight_update_time: 0.0693423972, other_time: 1.5826454163
epoch time: 3.2507438660s, input_fired_time: 0.0374615788, output_fired_time: 0.0000000000, propagate_forward_time: 2.9129552841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003270626
validation[          , genome  1729] predictions:    9444/  10000 (94.44%), best:    9452/10000 (94.52%), error:      1921.09851, best error:      1877.04834 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 32.6980514526s, input_fired_time: 0.2997979224, output_fired_time: 0.1992077827, propagate_forward_time: 13.4778032303, propagate_backward_time: 17.1413898468, weight_update_time: 0.0692230165, other_time: 1.5798549652
epoch time: 2.5772657394s, input_fired_time: 0.0313456580, output_fired_time: 0.0000000000, propagate_forward_time: 2.3022561073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2436640263
validation[          , genome  1729] predictions:    9343/  10000 (93.43%), best:    9452/10000 (94.52%), error:      2215.39600, best error:      1877.04834 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 32.1124458313s, input_fired_time: 0.2965194285, output_fired_time: 0.1958927810, propagate_forward_time: 13.2234497070, propagate_backward_time: 16.8357887268, weight_update_time: 0.0681402981, other_time: 1.5607948303
epoch time: 3.3603103161s, input_fired_time: 0.0380693749, output_fired_time: 0.0000000000, propagate_forward_time: 3.0154275894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068132401
validation[          , genome  1729] predictions:    9449/  10000 (94.49%), best:    9452/10000 (94.52%), error:      1896.20654, best error:      1877.04834 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 27.8033943176s, input_fired_time: 0.2731739581, output_fired_time: 0.1729701906, propagate_forward_time: 11.3534297943, propagate_backward_time: 14.6245021820, weight_update_time: 0.0596400872, other_time: 1.3793182373
epoch time: 2.5578141212s, input_fired_time: 0.0313876010, output_fired_time: 0.0000000000, propagate_forward_time: 2.2829039097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2435226440
validation[          , genome  1729] predictions:    9436/  10000 (94.36%), best:    9452/10000 (94.52%), error:      1918.30603, best error:      1877.04834 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 29.6941528320s, input_fired_time: 0.2826001048, output_fired_time: 0.1843387038, propagate_forward_time: 12.1147737503, propagate_backward_time: 15.6582813263, weight_update_time: 0.0630966425, other_time: 1.4541568756
epoch time: 3.6288404465s, input_fired_time: 0.0389151461, output_fired_time: 0.0000000000, propagate_forward_time: 3.2637534142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261718750
validation[          , genome  1729] predictions:    9418/  10000 (94.18%), best:    9452/10000 (94.52%), error:      1972.56470, best error:      1877.04834 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 34.8788337708s, input_fired_time: 0.3135230243, output_fired_time: 0.2106539160, propagate_forward_time: 14.4759712219, propagate_backward_time: 18.2051410675, weight_update_time: 0.0736132562, other_time: 1.6735439301
epoch time: 2.8144452572s, input_fired_time: 0.0331088454, output_fired_time: 0.0000000000, propagate_forward_time: 2.5094347000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719016075
validation[          , genome  1729] predictions:    9450/  10000 (94.50%), best:    9452/10000 (94.52%), error:      1912.43030, best error:      1877.04834 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 29.6361103058s, input_fired_time: 0.2813214958, output_fired_time: 0.1828031987, propagate_forward_time: 12.1758432388, propagate_backward_time: 15.5710754395, weight_update_time: 0.0620311014, other_time: 1.4250679016
epoch time: 3.0706486702s, input_fired_time: 0.0351584144, output_fired_time: 0.0000000000, propagate_forward_time: 2.7540581226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2814321518
validation[          , genome  1729] predictions:    9441/  10000 (94.41%), best:    9452/10000 (94.52%), error:      1896.24341, best error:      1877.04834 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 34.4076652527s, input_fired_time: 0.3084800839, output_fired_time: 0.2083697915, propagate_forward_time: 14.2968864441, propagate_backward_time: 17.9868717194, weight_update_time: 0.0712941885, other_time: 1.6070575714
epoch time: 2.7532069683s, input_fired_time: 0.0332180783, output_fired_time: 0.0000000000, propagate_forward_time: 2.4619395733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580492496
validation[          , genome  1729] predictions:    9389/  10000 (93.89%), best:    9452/10000 (94.52%), error:      2149.18970, best error:      1877.04834 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 34.1250915527s, input_fired_time: 0.3082253933, output_fired_time: 0.2072194815, propagate_forward_time: 14.1161861420, propagate_backward_time: 17.8523597717, weight_update_time: 0.0717466548, other_time: 1.6411037445
epoch time: 2.5635411739s, input_fired_time: 0.0314889736, output_fired_time: 0.0000000000, propagate_forward_time: 2.2886655331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2433867455
validation[          , genome  1729] predictions:    9426/  10000 (94.26%), best:    9452/10000 (94.52%), error:      1982.43872, best error:      1877.04834 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 30.0938415527s, input_fired_time: 0.2890558541, output_fired_time: 0.1866264343, propagate_forward_time: 12.3521165848, propagate_backward_time: 15.7866516113, weight_update_time: 0.0639725924, other_time: 1.4793891907
epoch time: 3.0976927280s, input_fired_time: 0.0356271230, output_fired_time: 0.0000000000, propagate_forward_time: 2.7772064209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2848591805
validation[          , genome  1729] predictions:    9425/  10000 (94.25%), best:    9452/10000 (94.52%), error:      1988.56140, best error:      1877.04834 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 35.9060516357s, input_fired_time: 0.3165509701, output_fired_time: 0.2152933031, propagate_forward_time: 14.9117975235, propagate_backward_time: 18.7747802734, weight_update_time: 0.0744070560, other_time: 1.6876296997
epoch time: 2.7141771317s, input_fired_time: 0.0328324698, output_fired_time: 0.0000000000, propagate_forward_time: 2.4303357601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2510089874
validation[          , genome  1729] predictions:    9440/  10000 (94.40%), best:    9452/10000 (94.52%), error:      1918.56934, best error:      1877.04834 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 35.1363449097s, input_fired_time: 0.3151027560, output_fired_time: 0.2120332122, propagate_forward_time: 14.6065092087, propagate_backward_time: 18.3376674652, weight_update_time: 0.0733854398, other_time: 1.6650333405
epoch time: 2.5619261265s, input_fired_time: 0.0314496905, output_fired_time: 0.0000000000, propagate_forward_time: 2.2895903587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2408859730
validation[          , genome  1729] predictions:    9412/  10000 (94.12%), best:    9452/10000 (94.52%), error:      1986.80225, best error:      1877.04834 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 28.6760120392s, input_fired_time: 0.2787131071, output_fired_time: 0.1779295057, propagate_forward_time: 11.7101097107, propagate_backward_time: 15.0945978165, weight_update_time: 0.0606590137, other_time: 1.4146623611
epoch time: 2.6877212524s, input_fired_time: 0.0321329311, output_fired_time: 0.0000000000, propagate_forward_time: 2.4029197693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2526686192
validation[          , genome  1729] predictions:    9417/  10000 (94.17%), best:    9452/10000 (94.52%), error:      1992.47229, best error:      1877.04834 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 29.9693832397s, input_fired_time: 0.2844824493, output_fired_time: 0.1843915433, propagate_forward_time: 12.3195953369, propagate_backward_time: 15.7413539886, weight_update_time: 0.0623463243, other_time: 1.4395599365
epoch time: 3.4371752739s, input_fired_time: 0.0388605967, output_fired_time: 0.0000000000, propagate_forward_time: 3.0820350647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162796497
validation[          , genome  1729] predictions:    9423/  10000 (94.23%), best:    9452/10000 (94.52%), error:      1972.04346, best error:      1877.04834 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 31.1699295044s, input_fired_time: 0.2915798426, output_fired_time: 0.1916857213, propagate_forward_time: 12.8295497894, propagate_backward_time: 16.3804664612, weight_update_time: 0.0642796680, other_time: 1.4766464233
epoch time: 2.7182455063s, input_fired_time: 0.0325286612, output_fired_time: 0.0000000000, propagate_forward_time: 2.4323730469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2533438206
validation[          , genome  1729] predictions:    9455/  10000 (94.55%), best:    9452/10000 (94.52%), error:      1922.73987, best error:      1877.04834 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 29.6094112396s, input_fired_time: 0.2840828001, output_fired_time: 0.1839116961, propagate_forward_time: 12.1455202103, propagate_backward_time: 15.5774707794, weight_update_time: 0.0617775805, other_time: 1.4184246063
epoch time: 2.7730019093s, input_fired_time: 0.0335192420, output_fired_time: 0.0000000000, propagate_forward_time: 2.4816789627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2578036785
validation[          , genome  1729] predictions:    9431/  10000 (94.31%), best:    9452/10000 (94.52%), error:      1916.18372, best error:      1877.04834 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 35.2270965576s, input_fired_time: 0.3160040081, output_fired_time: 0.2124579102, propagate_forward_time: 14.6655731201, propagate_backward_time: 18.3835067749, weight_update_time: 0.0727734119, other_time: 1.6495513916
epoch time: 3.6341135502s, input_fired_time: 0.0404553227, output_fired_time: 0.0000000000, propagate_forward_time: 3.2695214748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241367340
validation[          , genome  1729] predictions:    9474/  10000 (94.74%), best:    9474/10000 (94.74%), error:      1873.38684, best error:      1873.38684 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 37.2254753113s, input_fired_time: 0.3250480890, output_fired_time: 0.2228118926, propagate_forward_time: 15.5151424408, propagate_backward_time: 19.4395694733, weight_update_time: 0.0765515417, other_time: 1.7229042053
epoch time: 2.9610922337s, input_fired_time: 0.0352114961, output_fired_time: 0.0000000000, propagate_forward_time: 2.6543803215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2715003490
validation[          , genome  1729] predictions:    9424/  10000 (94.24%), best:    9474/10000 (94.74%), error:      1930.92249, best error:      1873.38684 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 35.4346694946s, input_fired_time: 0.3170127273, output_fired_time: 0.2129466832, propagate_forward_time: 14.7194738388, propagate_backward_time: 18.4762287140, weight_update_time: 0.0735055134, other_time: 1.7090053558
epoch time: 3.1601436138s, input_fired_time: 0.0376308039, output_fired_time: 0.0000000000, propagate_forward_time: 2.8315966129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909162045
validation[          , genome  1729] predictions:    9430/  10000 (94.30%), best:    9474/10000 (94.74%), error:      1972.53906, best error:      1873.38684 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 34.5385856628s, input_fired_time: 0.3193216324, output_fired_time: 0.2089891583, propagate_forward_time: 14.3174810410, propagate_backward_time: 18.0029621124, weight_update_time: 0.0725253522, other_time: 1.6898326874
epoch time: 3.3899238110s, input_fired_time: 0.0392423272, output_fired_time: 0.0000000000, propagate_forward_time: 3.0393736362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113079071
validation[          , genome  1729] predictions:    9444/  10000 (94.44%), best:    9474/10000 (94.74%), error:      1914.36084, best error:      1873.38684 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 31.4669589996s, input_fired_time: 0.2993904650, output_fired_time: 0.1934748292, propagate_forward_time: 12.9674015045, propagate_backward_time: 16.4404239655, weight_update_time: 0.0665635467, other_time: 1.5662670135
epoch time: 2.5133271217s, input_fired_time: 0.0320942663, output_fired_time: 0.0000000000, propagate_forward_time: 2.2371845245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2440483570
validation[          , genome  1729] predictions:    9368/  10000 (93.68%), best:    9474/10000 (94.74%), error:      2155.10645, best error:      1873.38684 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 32.9710731506s, input_fired_time: 0.3049824536, output_fired_time: 0.2010957301, propagate_forward_time: 13.6389236450, propagate_backward_time: 17.2128906250, weight_update_time: 0.0694495738, other_time: 1.6131820679
epoch time: 2.4761066437s, input_fired_time: 0.0310138334, output_fired_time: 0.0000000000, propagate_forward_time: 2.2058675289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392253876
validation[          , genome  1729] predictions:    9440/  10000 (94.40%), best:    9474/10000 (94.74%), error:      1930.53174, best error:      1873.38684 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 27.9867458344s, input_fired_time: 0.2789644897, output_fired_time: 0.1753506064, propagate_forward_time: 11.4458351135, propagate_backward_time: 14.6823368073, weight_update_time: 0.0599103794, other_time: 1.4042587280
epoch time: 2.5372848511s, input_fired_time: 0.0318938643, output_fired_time: 0.0000000000, propagate_forward_time: 2.2620871067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2433037758
validation[          , genome  1729] predictions:    9416/  10000 (94.16%), best:    9474/10000 (94.74%), error:      1968.51221, best error:      1873.38684 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 29.5776195526s, input_fired_time: 0.2934189439, output_fired_time: 0.1831785440, propagate_forward_time: 12.0998487473, propagate_backward_time: 15.5137214661, weight_update_time: 0.0623635724, other_time: 1.4874534607
epoch time: 2.4802584648s, input_fired_time: 0.0315315053, output_fired_time: 0.0000000000, propagate_forward_time: 2.2109632492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2377636433
validation[          , genome  1729] predictions:    9443/  10000 (94.43%), best:    9474/10000 (94.74%), error:      1930.23950, best error:      1873.38684 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 30.7647647858s, input_fired_time: 0.2962892354, output_fired_time: 0.1893494874, propagate_forward_time: 12.6439504623, propagate_backward_time: 16.0982246399, weight_update_time: 0.0649390072, other_time: 1.5369491577
epoch time: 2.4532356262s, input_fired_time: 0.0317795351, output_fired_time: 0.0000000000, propagate_forward_time: 2.1870412827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2344148159
validation[          , genome  1729] predictions:    9404/  10000 (94.04%), best:    9474/10000 (94.74%), error:      1991.38391, best error:      1873.38684 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 29.7169399261s, input_fired_time: 0.2894492149, output_fired_time: 0.1836412400, propagate_forward_time: 12.1884193420, propagate_backward_time: 15.5862064362, weight_update_time: 0.0629944429, other_time: 1.4692230225
epoch time: 3.0399255753s, input_fired_time: 0.0364644900, output_fired_time: 0.0000000000, propagate_forward_time: 2.7183575630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2851035595
validation[          , genome  1729] predictions:    9429/  10000 (94.29%), best:    9474/10000 (94.74%), error:      1940.39392, best error:      1873.38684 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 30.3027343750s, input_fired_time: 0.2925230563, output_fired_time: 0.1867174208, propagate_forward_time: 12.4194555283, propagate_backward_time: 15.9171485901, weight_update_time: 0.0646282509, other_time: 1.4868888855
epoch time: 2.4272630215s, input_fired_time: 0.0314593613, output_fired_time: 0.0000000000, propagate_forward_time: 2.1612937450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2345099449
validation[          , genome  1729] predictions:    9456/  10000 (94.56%), best:    9474/10000 (94.74%), error:      1886.02881, best error:      1873.38684 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 27.1161880493s, input_fired_time: 0.2755680680, output_fired_time: 0.1702334732, propagate_forward_time: 11.0339584351, propagate_backward_time: 14.2745141983, weight_update_time: 0.0584616736, other_time: 1.3619146347
epoch time: 2.4780173302s, input_fired_time: 0.0315242745, output_fired_time: 0.0000000000, propagate_forward_time: 2.2076752186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2388179302
validation[          , genome  1729] predictions:    9456/  10000 (94.56%), best:    9474/10000 (94.74%), error:      1875.20850, best error:      1873.38684 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 26.9143562317s, input_fired_time: 0.2748034596, output_fired_time: 0.1693951339, propagate_forward_time: 10.9019250870, propagate_backward_time: 14.2247915268, weight_update_time: 0.0578169338, other_time: 1.3434410095
epoch time: 2.5182321072s, input_fired_time: 0.0319958627, output_fired_time: 0.0000000000, propagate_forward_time: 2.2473602295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2388761044
validation[          , genome  1729] predictions:    9427/  10000 (94.27%), best:    9474/10000 (94.74%), error:      1940.50916, best error:      1873.38684 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 27.7197818756s, input_fired_time: 0.2786570787, output_fired_time: 0.1731496900, propagate_forward_time: 11.2720041275, propagate_backward_time: 14.6115036011, weight_update_time: 0.0600323789, other_time: 1.3844671249
epoch time: 3.6232502460s, input_fired_time: 0.0416810885, output_fired_time: 0.0000000000, propagate_forward_time: 3.2521321774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294370174
validation[          , genome  1729] predictions:    9450/  10000 (94.50%), best:    9474/10000 (94.74%), error:      1912.63257, best error:      1873.38684 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 28.6857395172s, input_fired_time: 0.2823315561, output_fired_time: 0.1821616888, propagate_forward_time: 11.6660938263, propagate_backward_time: 15.1455535889, weight_update_time: 0.0614232458, other_time: 1.4095993042
epoch time: 2.5284113884s, input_fired_time: 0.0320047401, output_fired_time: 0.0000000000, propagate_forward_time: 2.2586777210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2377288342
validation[          , genome  1729] predictions:    9446/  10000 (94.46%), best:    9474/10000 (94.74%), error:      1925.24475, best error:      1873.38684 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 29.4351119995s, input_fired_time: 0.2871779501, output_fired_time: 0.1817138344, propagate_forward_time: 12.0769853592, propagate_backward_time: 15.4440231323, weight_update_time: 0.0625811443, other_time: 1.4452133179
epoch time: 2.4709737301s, input_fired_time: 0.0315439701, output_fired_time: 0.0000000000, propagate_forward_time: 2.2039933205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2354364395
validation[          , genome  1729] predictions:    9456/  10000 (94.56%), best:    9456/10000 (94.56%), error:      1866.69385, best error:      1866.69385 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 28.0298824310s, input_fired_time: 0.2805567086, output_fired_time: 0.1743628383, propagate_forward_time: 11.4050388336, propagate_backward_time: 14.7754306793, weight_update_time: 0.0602118820, other_time: 1.3944931030
epoch time: 2.4666805267s, input_fired_time: 0.0315341577, output_fired_time: 0.0000000000, propagate_forward_time: 2.2012217045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2339246273
validation[          , genome  1729] predictions:    9442/  10000 (94.42%), best:    9456/10000 (94.56%), error:      1904.22876, best error:      1866.69385 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 30.4647731781s, input_fired_time: 0.2947154939, output_fired_time: 0.1868640035, propagate_forward_time: 12.4846649170, propagate_backward_time: 16.0027885437, weight_update_time: 0.0648216680, other_time: 1.4957389832
epoch time: 2.3123521805s, input_fired_time: 0.0310325045, output_fired_time: 0.0000000000, propagate_forward_time: 2.0564732552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2248463631
validation[          , genome  1729] predictions:    9425/  10000 (94.25%), best:    9456/10000 (94.56%), error:      1970.55664, best error:      1866.69385 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 29.8407955170s, input_fired_time: 0.2923246920, output_fired_time: 0.1849517524, propagate_forward_time: 12.2337064743, propagate_backward_time: 15.6715888977, weight_update_time: 0.0637924820, other_time: 1.4582252502
epoch time: 2.6348288059s, input_fired_time: 0.0338138863, output_fired_time: 0.0000000000, propagate_forward_time: 2.3480117321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2530031204
validation[          , genome  1729] predictions:    9457/  10000 (94.57%), best:    9456/10000 (94.56%), error:      1876.28943, best error:      1866.69385 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 27.2475719452s, input_fired_time: 0.2772864401, output_fired_time: 0.1726711988, propagate_forward_time: 11.1137609482, propagate_backward_time: 14.3394317627, weight_update_time: 0.0582792535, other_time: 1.3444223404
epoch time: 2.5392827988s, input_fired_time: 0.0328040309, output_fired_time: 0.0000000000, propagate_forward_time: 2.2630400658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2434387207
validation[          , genome  1729] predictions:    9451/  10000 (94.51%), best:    9456/10000 (94.56%), error:      1925.79810, best error:      1866.69385 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 31.8620662689s, input_fired_time: 0.3030586839, output_fired_time: 0.1944619864, propagate_forward_time: 13.0972166061, propagate_backward_time: 16.7175235748, weight_update_time: 0.0677431375, other_time: 1.5498065948
epoch time: 2.5735769272s, input_fired_time: 0.0324468389, output_fired_time: 0.0000000000, propagate_forward_time: 2.2972655296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2438645363
validation[          , genome  1729] predictions:    9421/  10000 (94.21%), best:    9456/10000 (94.56%), error:      1959.57410, best error:      1866.69385 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 27.5647792816s, input_fired_time: 0.2801214159, output_fired_time: 0.1739421785, propagate_forward_time: 11.2750415802, propagate_backward_time: 14.4693984985, weight_update_time: 0.0588142946, other_time: 1.3662757874
epoch time: 2.6011290550s, input_fired_time: 0.0330341272, output_fired_time: 0.0000000000, propagate_forward_time: 2.3221986294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2458963394
validation[          , genome  1729] predictions:    9430/  10000 (94.30%), best:    9456/10000 (94.56%), error:      1981.14087, best error:      1866.69385 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 28.0938205719s, input_fired_time: 0.2832532823, output_fired_time: 0.1747837961, propagate_forward_time: 11.4778318405, propagate_backward_time: 14.7573804855, weight_update_time: 0.0607035123, other_time: 1.4005708694
epoch time: 2.4906806946s, input_fired_time: 0.0319832191, output_fired_time: 0.0000000000, propagate_forward_time: 2.2220411301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2366564274
validation[          , genome  1729] predictions:    9442/  10000 (94.42%), best:    9456/10000 (94.56%), error:      1940.88586, best error:      1866.69385 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 31.2484359741s, input_fired_time: 0.3002597392, output_fired_time: 0.1924653351, propagate_forward_time: 12.8741998672, propagate_backward_time: 16.3606929779, weight_update_time: 0.0663266554, other_time: 1.5208187103
epoch time: 2.5120532513s, input_fired_time: 0.0324822925, output_fired_time: 0.0000000000, propagate_forward_time: 2.2397804260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2397904396
validation[          , genome  1729] predictions:    9420/  10000 (94.20%), best:    9456/10000 (94.56%), error:      1943.72913, best error:      1866.69385 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 27.4394607544s, input_fired_time: 0.2780754566, output_fired_time: 0.1722797900, propagate_forward_time: 11.1572122574, propagate_backward_time: 14.4743242264, weight_update_time: 0.0587209873, other_time: 1.3575687408
epoch time: 2.6054458618s, input_fired_time: 0.0326999500, output_fired_time: 0.0000000000, propagate_forward_time: 2.3266501427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2460956573
validation[          , genome  1729] predictions:    9433/  10000 (94.33%), best:    9456/10000 (94.56%), error:      1940.69470, best error:      1866.69385 on epoch:    91, 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: 13.3543214798s, input_fired_time: 0.1663156301, output_fired_time: 0.0000000000, propagate_forward_time: 11.8903264999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2976789474
best training[          , genome  1729] predictions:   48067/  50000 (96.13%), best:    9456/10000 (94.56%), error:      7124.36328, best error:      1866.69385 on epoch:    91, 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: 2.9308252335s, input_fired_time: 0.0346961655, output_fired_time: 0.0000000000, propagate_forward_time: 2.6113047600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2848243713
   testing[          , genome  1729] predictions:    9499/  10000 (94.99%), best:    9456/10000 (94.56%), error:      1735.50220, best error:      1866.69385 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:35:55 (35579): called boinc_finish(0)

</stderr_txt>
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