Nameexact_genome_1512568488_44_6391_0
Workunit2603279
Created7 Dec 2017, 19:36:01 UTC
Sent7 Dec 2017, 19:42:39 UTC
Report deadline20 Dec 2017, 7:16:33 UTC
Received9 Dec 2017, 13:46:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time6 hours 29 min 3 sec
CPU time6 hours 24 min 17 sec
Validate stateValid
Credit3,120.47
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.98 MB
Peak swap size156.24 MB
Peak disk usage2.24 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
736.26233 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 210.8837280273s, input_fired_time: 2.7281088829, output_fired_time: 2.7902350426, propagate_forward_time: 82.4736251831, propagate_backward_time: 118.7714614868, weight_update_time: 0.2502106130, other_time: 4.1203002930
epoch time: 17.7197246552s, input_fired_time: 0.3383213282, output_fired_time: 0.0000000000, propagate_forward_time: 16.6403522491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7410507202
validation[          , genome  6391] predictions:    9729/  10000 (97.29%), best:    9786/10000 (97.86%), error:       854.49658, best error:       736.26233 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 209.2171936035s, input_fired_time: 2.7187929153, output_fired_time: 2.7666347027, propagate_forward_time: 81.5951766968, propagate_backward_time: 118.0039978027, weight_update_time: 0.2529793084, other_time: 4.1325912476
epoch time: 17.7963600159s, input_fired_time: 0.3392456770, output_fired_time: 0.0000000000, propagate_forward_time: 16.7041473389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7529678345
validation[          , genome  6391] predictions:    9754/  10000 (97.54%), best:    9786/10000 (97.86%), error:       844.82861, best error:       736.26233 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 209.4474487305s, input_fired_time: 2.7238698006, output_fired_time: 2.7707827091, propagate_forward_time: 81.9335250854, propagate_backward_time: 117.8752746582, weight_update_time: 0.2509549260, other_time: 4.1439895630
epoch time: 17.4126853943s, input_fired_time: 0.3317068815, output_fired_time: 0.0000000000, propagate_forward_time: 16.3367519379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7442264557
validation[          , genome  6391] predictions:    9729/  10000 (97.29%), best:    9786/10000 (97.86%), error:       810.41797, best error:       736.26233 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 207.5677185059s, input_fired_time: 2.7145242691, output_fired_time: 2.7492384911, propagate_forward_time: 80.9464950562, propagate_backward_time: 117.0488128662, weight_update_time: 0.2484539747, other_time: 4.1086502075
epoch time: 17.1161327362s, input_fired_time: 0.3410326540, output_fired_time: 0.0000000000, propagate_forward_time: 16.0335960388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7415046692
validation[          , genome  6391] predictions:    9772/  10000 (97.72%), best:    9786/10000 (97.86%), error:       759.25793, best error:       736.26233 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 209.4926605225s, input_fired_time: 2.7186870575, output_fired_time: 2.7767949104, propagate_forward_time: 81.9385528564, propagate_backward_time: 117.9467620850, weight_update_time: 0.2509343922, other_time: 4.1118621826
epoch time: 17.0077972412s, input_fired_time: 0.3352025151, output_fired_time: 0.0000000000, propagate_forward_time: 15.9221038818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7504901886
validation[          , genome  6391] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       787.36151, best error:       736.26233 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 210.7785034180s, input_fired_time: 2.7235622406, output_fired_time: 2.7747406960, propagate_forward_time: 82.4304428101, propagate_backward_time: 118.7153091431, weight_update_time: 0.2503142655, other_time: 4.1344604492
epoch time: 17.7125530243s, input_fired_time: 0.3396569192, output_fired_time: 0.0000000000, propagate_forward_time: 16.6369819641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7359142303
validation[          , genome  6391] predictions:    9741/  10000 (97.41%), best:    9786/10000 (97.86%), error:       874.06476, best error:       736.26233 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 210.1494445801s, input_fired_time: 2.7308893204, output_fired_time: 2.7985188961, propagate_forward_time: 82.1166152954, propagate_backward_time: 118.3845291138, weight_update_time: 0.2528492808, other_time: 4.1188812256
epoch time: 16.9099636078s, input_fired_time: 0.3304180205, output_fired_time: 0.0000000000, propagate_forward_time: 15.8562259674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7233200073
validation[          , genome  6391] predictions:    9729/  10000 (97.29%), best:    9786/10000 (97.86%), error:       841.48767, best error:       736.26233 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 208.7892303467s, input_fired_time: 2.7251853943, output_fired_time: 2.7655749321, propagate_forward_time: 81.8606719971, propagate_backward_time: 117.3453521729, weight_update_time: 0.2476704270, other_time: 4.0924377441
epoch time: 17.6280231476s, input_fired_time: 0.3414861858, output_fired_time: 0.0000000000, propagate_forward_time: 16.5357189178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7508182526
validation[          , genome  6391] predictions:    9788/  10000 (97.88%), best:    9786/10000 (97.86%), error:       742.38654, best error:       736.26233 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 209.1424560547s, input_fired_time: 2.7338266373, output_fired_time: 2.7971060276, propagate_forward_time: 81.7982406616, propagate_backward_time: 117.6999130249, weight_update_time: 0.2487231493, other_time: 4.1133728027
epoch time: 17.2679805756s, input_fired_time: 0.3365024328, output_fired_time: 0.0000000000, propagate_forward_time: 16.1896514893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7418270111
validation[          , genome  6391] predictions:    9745/  10000 (97.45%), best:    9786/10000 (97.86%), error:       860.04736, best error:       736.26233 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 208.9037475586s, input_fired_time: 2.7279543877, output_fired_time: 2.7622675896, propagate_forward_time: 81.6301498413, propagate_backward_time: 117.6790084839, weight_update_time: 0.2506312132, other_time: 4.1043701172
epoch time: 17.3590698242s, input_fired_time: 0.3379203081, output_fired_time: 0.0000000000, propagate_forward_time: 16.2782344818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7429141998
validation[          , genome  6391] predictions:    9775/  10000 (97.75%), best:    9786/10000 (97.86%), error:       737.32813, best error:       736.26233 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 209.5163574219s, input_fired_time: 2.7341957092, output_fired_time: 2.7817876339, propagate_forward_time: 82.1596832275, propagate_backward_time: 117.7220306396, weight_update_time: 0.2505490780, other_time: 4.1186676025
epoch time: 17.2197895050s, input_fired_time: 0.3297525942, output_fired_time: 0.0000000000, propagate_forward_time: 16.1584243774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7316131592
validation[          , genome  6391] predictions:    9765/  10000 (97.65%), best:    9786/10000 (97.86%), error:       790.86914, best error:       736.26233 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 210.2938995361s, input_fired_time: 2.7247259617, output_fired_time: 2.7895793915, propagate_forward_time: 82.2518692017, propagate_backward_time: 118.3973846436, weight_update_time: 0.2508290112, other_time: 4.1303329468
epoch time: 17.4100379944s, input_fired_time: 0.3373793960, output_fired_time: 0.0000000000, propagate_forward_time: 16.3246860504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7479724884
validation[          , genome  6391] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       805.89661, best error:       736.26233 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 210.5521240234s, input_fired_time: 2.7426564693, output_fired_time: 2.7949309349, propagate_forward_time: 82.2497177124, propagate_backward_time: 118.6584930420, weight_update_time: 0.2496666163, other_time: 4.1063156128
epoch time: 18.0094203949s, input_fired_time: 0.3431889415, output_fired_time: 0.0000000000, propagate_forward_time: 16.9298572540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7363739014
validation[          , genome  6391] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       725.49243, best error:       725.49243 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 209.2562408447s, input_fired_time: 2.7265157700, output_fired_time: 2.7702496052, propagate_forward_time: 81.7599792480, propagate_backward_time: 117.8769226074, weight_update_time: 0.2516143322, other_time: 4.1225738525
epoch time: 17.4461040497s, input_fired_time: 0.3387408257, output_fired_time: 0.0000000000, propagate_forward_time: 16.3623733521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7449893951
validation[          , genome  6391] predictions:    9748/  10000 (97.48%), best:    9773/10000 (97.73%), error:       834.30133, best error:       725.49243 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 209.3135528564s, input_fired_time: 2.7198269367, output_fired_time: 2.7705376148, propagate_forward_time: 81.8631668091, propagate_backward_time: 117.8242111206, weight_update_time: 0.2536946237, other_time: 4.1358032227
epoch time: 17.5300559998s, input_fired_time: 0.3396279812, output_fired_time: 0.0000000000, propagate_forward_time: 16.4441394806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7462882996
validation[          , genome  6391] predictions:    9763/  10000 (97.63%), best:    9773/10000 (97.73%), error:       771.36292, best error:       725.49243 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 208.9216461182s, input_fired_time: 2.7245314121, output_fired_time: 2.7819225788, propagate_forward_time: 81.5842819214, propagate_backward_time: 117.7063980103, weight_update_time: 0.2492544502, other_time: 4.1245117188
epoch time: 16.9050445557s, input_fired_time: 0.3319446146, output_fired_time: 0.0000000000, propagate_forward_time: 15.8429222107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7301769257
validation[          , genome  6391] predictions:    9775/  10000 (97.75%), best:    9773/10000 (97.73%), error:       771.68610, best error:       725.49243 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 208.4293365479s, input_fired_time: 2.7353208065, output_fired_time: 2.7768402100, propagate_forward_time: 81.3945999146, propagate_backward_time: 117.4107513428, weight_update_time: 0.2504425645, other_time: 4.1118240356
epoch time: 17.4401245117s, input_fired_time: 0.3363581300, output_fired_time: 0.0000000000, propagate_forward_time: 16.3579807281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7457847595
validation[          , genome  6391] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       687.31097, best error:       687.31097 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 207.3364715576s, input_fired_time: 2.7014436722, output_fired_time: 2.7320191860, propagate_forward_time: 80.6445083618, propagate_backward_time: 117.1648101807, weight_update_time: 0.2502645850, other_time: 4.0936813354
epoch time: 17.3649597168s, input_fired_time: 0.3405512869, output_fired_time: 0.0000000000, propagate_forward_time: 16.2793922424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7450160980
validation[          , genome  6391] predictions:    9786/  10000 (97.86%), best:    9797/10000 (97.97%), error:       694.30310, best error:       687.31097 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 208.9018249512s, input_fired_time: 2.7177653313, output_fired_time: 2.7749667168, propagate_forward_time: 81.5611419678, propagate_backward_time: 117.7321319580, weight_update_time: 0.2516027391, other_time: 4.1158294678
epoch time: 16.8580932617s, input_fired_time: 0.3292232156, output_fired_time: 0.0000000000, propagate_forward_time: 15.8061828613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7226867676
validation[          , genome  6391] predictions:    9785/  10000 (97.85%), best:    9797/10000 (97.97%), error:       750.80072, best error:       687.31097 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 208.5084228516s, input_fired_time: 2.7217521667, output_fired_time: 2.7526922226, propagate_forward_time: 81.5864562988, propagate_backward_time: 117.3619613647, weight_update_time: 0.2476218939, other_time: 4.0855636597
epoch time: 17.5135593414s, input_fired_time: 0.3363238275, output_fired_time: 0.0000000000, propagate_forward_time: 16.4313526154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7458820343
validation[          , genome  6391] predictions:    9737/  10000 (97.37%), best:    9797/10000 (97.97%), error:       848.38849, best error:       687.31097 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 210.4267425537s, input_fired_time: 2.7460746765, output_fired_time: 2.7591731548, propagate_forward_time: 82.4291915894, propagate_backward_time: 118.3584136963, weight_update_time: 0.2522242367, other_time: 4.1338882446
epoch time: 17.2920551300s, input_fired_time: 0.3330085576, output_fired_time: 0.0000000000, propagate_forward_time: 16.2279777527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7310695648
validation[          , genome  6391] predictions:    9787/  10000 (97.87%), best:    9797/10000 (97.97%), error:       703.77039, best error:       687.31097 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 208.2925415039s, input_fired_time: 2.7237989902, output_fired_time: 2.7698402405, propagate_forward_time: 81.4750976563, propagate_backward_time: 117.2147674561, weight_update_time: 0.2489231378, other_time: 4.1090393066
epoch time: 17.4566783905s, input_fired_time: 0.3426939249, output_fired_time: 0.0000000000, propagate_forward_time: 16.3760967255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7378883362
validation[          , genome  6391] predictions:    9727/  10000 (97.27%), best:    9797/10000 (97.97%), error:       888.38647, best error:       687.31097 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 208.6335296631s, input_fired_time: 2.7322599888, output_fired_time: 2.7855441570, propagate_forward_time: 81.5348205566, propagate_backward_time: 117.4754180908, weight_update_time: 0.2492286563, other_time: 4.1054992676
epoch time: 17.5166912079s, input_fired_time: 0.3438452482, output_fired_time: 0.0000000000, propagate_forward_time: 16.4270534515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7457923889
validation[          , genome  6391] predictions:    9791/  10000 (97.91%), best:    9797/10000 (97.97%), error:       728.80872, best error:       687.31097 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 209.8594970703s, input_fired_time: 2.7316849232, output_fired_time: 2.7716071606, propagate_forward_time: 81.8783035278, propagate_backward_time: 118.3892593384, weight_update_time: 0.2471923381, other_time: 4.0886383057
epoch time: 17.6067008972s, input_fired_time: 0.3450597823, output_fired_time: 0.0000000000, propagate_forward_time: 16.5136623383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7479782104
validation[          , genome  6391] predictions:    9778/  10000 (97.78%), best:    9797/10000 (97.97%), error:       742.08759, best error:       687.31097 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 210.1867218018s, input_fired_time: 2.7441005707, output_fired_time: 2.7844860554, propagate_forward_time: 82.2942733765, propagate_backward_time: 118.2488632202, weight_update_time: 0.2486837357, other_time: 4.1150054932
epoch time: 17.2847118378s, input_fired_time: 0.3402285576, output_fired_time: 0.0000000000, propagate_forward_time: 16.2060432434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7384395599
validation[          , genome  6391] predictions:    9763/  10000 (97.63%), best:    9797/10000 (97.97%), error:       739.45081, best error:       687.31097 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 209.5560302734s, input_fired_time: 2.7424089909, output_fired_time: 2.7838227749, propagate_forward_time: 81.9656829834, propagate_backward_time: 117.9571075439, weight_update_time: 0.2495222092, other_time: 4.1069946289
epoch time: 17.6052112579s, input_fired_time: 0.3358929157, output_fired_time: 0.0000000000, propagate_forward_time: 16.5348339081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7344837189
validation[          , genome  6391] predictions:    9718/  10000 (97.18%), best:    9797/10000 (97.97%), error:       907.60382, best error:       687.31097 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 210.1412048340s, input_fired_time: 2.7420384884, output_fired_time: 2.7713537216, propagate_forward_time: 82.2223587036, propagate_backward_time: 118.2961425781, weight_update_time: 0.2501727343, other_time: 4.1093215942
epoch time: 17.3848590851s, input_fired_time: 0.3380196095, output_fired_time: 0.0000000000, propagate_forward_time: 16.3124980927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7343406677
validation[          , genome  6391] predictions:    9802/  10000 (98.02%), best:    9797/10000 (97.97%), error:       702.39771, best error:       687.31097 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 210.2879333496s, input_fired_time: 2.7423441410, output_fired_time: 2.7702910900, propagate_forward_time: 82.2242050171, propagate_backward_time: 118.4187698364, weight_update_time: 0.2519646287, other_time: 4.1323242188
epoch time: 17.7247524261s, input_fired_time: 0.3410966992, output_fired_time: 0.0000000000, propagate_forward_time: 16.6422290802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7414264679
validation[          , genome  6391] predictions:    9783/  10000 (97.83%), best:    9797/10000 (97.97%), error:       744.63306, best error:       687.31097 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 210.3223876953s, input_fired_time: 2.7623755932, output_fired_time: 2.7959473133, propagate_forward_time: 82.6017074585, propagate_backward_time: 118.0432739258, weight_update_time: 0.2486261874, other_time: 4.1190872192
epoch time: 17.4915657043s, input_fired_time: 0.3437615633, output_fired_time: 0.0000000000, propagate_forward_time: 16.4073524475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7404518127
validation[          , genome  6391] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       648.13794, best error:       648.13794 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 209.8148040771s, input_fired_time: 2.7404282093, output_fired_time: 2.7776956558, propagate_forward_time: 82.2512435913, propagate_backward_time: 117.9393997192, weight_update_time: 0.2488354594, other_time: 4.1060333252
epoch time: 17.7825031281s, input_fired_time: 0.3408544958, output_fired_time: 0.0000000000, propagate_forward_time: 16.7032909393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7383575439
validation[          , genome  6391] predictions:    9759/  10000 (97.59%), best:    9809/10000 (98.09%), error:       727.52856, best error:       648.13794 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 208.9676971436s, input_fired_time: 2.7250487804, output_fired_time: 2.7477326393, propagate_forward_time: 81.5152359009, propagate_backward_time: 117.8723144531, weight_update_time: 0.2496273965, other_time: 4.1073684692
epoch time: 17.8430366516s, input_fired_time: 0.3410463035, output_fired_time: 0.0000000000, propagate_forward_time: 16.7540760040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7479152679
validation[          , genome  6391] predictions:    9763/  10000 (97.63%), best:    9809/10000 (98.09%), error:       740.34607, best error:       648.13794 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 208.7882537842s, input_fired_time: 2.7217843533, output_fired_time: 2.7724754810, propagate_forward_time: 81.5922393799, propagate_backward_time: 117.6149215698, weight_update_time: 0.2477712780, other_time: 4.0868301392
epoch time: 17.4865989685s, input_fired_time: 0.3438687921, output_fired_time: 0.0000000000, propagate_forward_time: 16.4082622528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7344684601
validation[          , genome  6391] predictions:    9785/  10000 (97.85%), best:    9809/10000 (98.09%), error:       673.58099, best error:       648.13794 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 209.0391845703s, input_fired_time: 2.7247829437, output_fired_time: 2.7631280422, propagate_forward_time: 81.7237777710, propagate_backward_time: 117.7407989502, weight_update_time: 0.2487388700, other_time: 4.0867080688
epoch time: 17.0451335907s, input_fired_time: 0.3331287801, output_fired_time: 0.0000000000, propagate_forward_time: 15.9781408310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7338647842
validation[          , genome  6391] predictions:    9779/  10000 (97.79%), best:    9809/10000 (98.09%), error:       714.12909, best error:       648.13794 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 209.0226745605s, input_fired_time: 2.7379531860, output_fired_time: 2.7860720158, propagate_forward_time: 81.4176940918, propagate_backward_time: 117.9912796021, weight_update_time: 0.2467703670, other_time: 4.0896835327
epoch time: 17.6605472565s, input_fired_time: 0.3405815959, output_fired_time: 0.0000000000, propagate_forward_time: 16.5764141083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7435512543
validation[          , genome  6391] predictions:    9822/  10000 (98.22%), best:    9822/10000 (98.22%), error:       638.98810, best error:       638.98810 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 210.8251190186s, input_fired_time: 2.7524206638, output_fired_time: 2.7784912586, propagate_forward_time: 82.4908294678, propagate_backward_time: 118.6828079224, weight_update_time: 0.2506237924, other_time: 4.1205673218
epoch time: 17.4317264557s, input_fired_time: 0.3456410170, output_fired_time: 0.0000000000, propagate_forward_time: 16.3392887115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7467975616
validation[          , genome  6391] predictions:    9768/  10000 (97.68%), best:    9822/10000 (98.22%), error:       811.08075, best error:       638.98810 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 209.9189605713s, input_fired_time: 2.7401435375, output_fired_time: 2.7772848606, propagate_forward_time: 82.1405029297, propagate_backward_time: 118.1729812622, weight_update_time: 0.2472924739, other_time: 4.0880508423
epoch time: 17.1595020294s, input_fired_time: 0.3408046067, output_fired_time: 0.0000000000, propagate_forward_time: 16.0790710449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7396259308
validation[          , genome  6391] predictions:    9805/  10000 (98.05%), best:    9822/10000 (98.22%), error:       679.74390, best error:       638.98810 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 210.9884796143s, input_fired_time: 2.7738981247, output_fired_time: 2.7919917107, propagate_forward_time: 82.5414047241, propagate_backward_time: 118.7684783936, weight_update_time: 0.2519766986, other_time: 4.1127090454
epoch time: 16.8993434906s, input_fired_time: 0.3363927901, output_fired_time: 0.0000000000, propagate_forward_time: 15.8366460800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7263040543
validation[          , genome  6391] predictions:    9770/  10000 (97.70%), best:    9822/10000 (98.22%), error:       750.16815, best error:       638.98810 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 210.4055633545s, input_fired_time: 2.7512681484, output_fired_time: 2.7829055786, propagate_forward_time: 82.6681060791, propagate_backward_time: 118.0856704712, weight_update_time: 0.2517287433, other_time: 4.1176223755
epoch time: 17.1575717926s, input_fired_time: 0.3356297910, output_fired_time: 0.0000000000, propagate_forward_time: 16.0831851959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7387561798
validation[          , genome  6391] predictions:    9782/  10000 (97.82%), best:    9822/10000 (98.22%), error:       746.72534, best error:       638.98810 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 210.9612274170s, input_fired_time: 2.7624552250, output_fired_time: 2.7675104141, propagate_forward_time: 82.8883666992, propagate_backward_time: 118.4426193237, weight_update_time: 0.2513504326, other_time: 4.1002731323
epoch time: 17.4317646027s, input_fired_time: 0.3462976813, output_fired_time: 0.0000000000, propagate_forward_time: 16.3377685547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7476978302
validation[          , genome  6391] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       638.13501, best error:       638.13501 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 209.5992584229s, input_fired_time: 2.7450532913, output_fired_time: 2.7673418522, propagate_forward_time: 82.0193023682, propagate_backward_time: 117.9644927979, weight_update_time: 0.2482647300, other_time: 4.1030578613
epoch time: 17.2823314667s, input_fired_time: 0.3417559862, output_fired_time: 0.0000000000, propagate_forward_time: 16.2062988281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7342758179
validation[          , genome  6391] predictions:    9754/  10000 (97.54%), best:    9810/10000 (98.10%), error:       769.20862, best error:       638.13501 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 210.1889495850s, input_fired_time: 2.7536654472, output_fired_time: 2.7853877544, propagate_forward_time: 82.0925827026, propagate_backward_time: 118.4407577515, weight_update_time: 0.2490219027, other_time: 4.1165618896
epoch time: 17.7669239044s, input_fired_time: 0.3460787237, output_fired_time: 0.0000000000, propagate_forward_time: 16.6809120178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7399330139
validation[          , genome  6391] predictions:    9781/  10000 (97.81%), best:    9810/10000 (98.10%), error:       757.37347, best error:       638.13501 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 209.8671722412s, input_fired_time: 2.7536804676, output_fired_time: 2.7831993103, propagate_forward_time: 81.9566650391, propagate_backward_time: 118.2777404785, weight_update_time: 0.2479557842, other_time: 4.0958862305
epoch time: 17.6392211914s, input_fired_time: 0.3422546387, output_fired_time: 0.0000000000, propagate_forward_time: 16.5610237122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7359428406
validation[          , genome  6391] predictions:    9792/  10000 (97.92%), best:    9810/10000 (98.10%), error:       707.25867, best error:       638.13501 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 209.1436462402s, input_fired_time: 2.7444272041, output_fired_time: 2.7522890568, propagate_forward_time: 81.9583969116, propagate_backward_time: 117.5855789185, weight_update_time: 0.2509011924, other_time: 4.1029510498
epoch time: 17.7331695557s, input_fired_time: 0.3464299738, output_fired_time: 0.0000000000, propagate_forward_time: 16.6435909271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7431488037
validation[          , genome  6391] predictions:    9795/  10000 (97.95%), best:    9810/10000 (98.10%), error:       688.50122, best error:       638.13501 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 210.9075927734s, input_fired_time: 2.7688581944, output_fired_time: 2.8064088821, propagate_forward_time: 82.5945739746, propagate_backward_time: 118.6139984131, weight_update_time: 0.2508868873, other_time: 4.1237487793
epoch time: 17.4320640564s, input_fired_time: 0.3397260010, output_fired_time: 0.0000000000, propagate_forward_time: 16.3486595154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7436790466
validation[          , genome  6391] predictions:    9792/  10000 (97.92%), best:    9810/10000 (98.10%), error:       718.04797, best error:       638.13501 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 208.4695434570s, input_fired_time: 2.7543866634, output_fired_time: 2.7535514832, propagate_forward_time: 81.8350524902, propagate_backward_time: 117.0136413574, weight_update_time: 0.2503305674, other_time: 4.1129150391
epoch time: 17.4426860809s, input_fired_time: 0.3432182968, output_fired_time: 0.0000000000, propagate_forward_time: 16.3611736298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7382946014
validation[          , genome  6391] predictions:    9778/  10000 (97.78%), best:    9810/10000 (98.10%), error:       767.48724, best error:       638.13501 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 209.0549468994s, input_fired_time: 2.7318966389, output_fired_time: 2.7512979507, propagate_forward_time: 81.5394821167, propagate_backward_time: 117.9724655151, weight_update_time: 0.2476246059, other_time: 4.0597991943
epoch time: 17.3676052094s, input_fired_time: 0.3404034674, output_fired_time: 0.0000000000, propagate_forward_time: 16.2982063293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7289962769
validation[          , genome  6391] predictions:    9750/  10000 (97.50%), best:    9810/10000 (98.10%), error:       846.28235, best error:       638.13501 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 210.9967651367s, input_fired_time: 2.7604980469, output_fired_time: 2.7783694267, propagate_forward_time: 82.4529190063, propagate_backward_time: 118.8809661865, weight_update_time: 0.2496759146, other_time: 4.1240158081
epoch time: 16.6665267944s, input_fired_time: 0.3332641125, output_fired_time: 0.0000000000, propagate_forward_time: 15.5922708511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7409925461
validation[          , genome  6391] predictions:    9735/  10000 (97.35%), best:    9810/10000 (98.10%), error:       899.10419, best error:       638.13501 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 209.6856689453s, input_fired_time: 2.7521877289, output_fired_time: 2.7742083073, propagate_forward_time: 82.1533813477, propagate_backward_time: 117.9014663696, weight_update_time: 0.2509451509, other_time: 4.1044235229
epoch time: 17.2588729858s, input_fired_time: 0.3430135548, output_fired_time: 0.0000000000, propagate_forward_time: 16.1730518341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7428073883
validation[          , genome  6391] predictions:    9783/  10000 (97.83%), best:    9810/10000 (98.10%), error:       754.27289, best error:       638.13501 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 210.3140716553s, input_fired_time: 2.7523186207, output_fired_time: 2.7785735130, propagate_forward_time: 82.4126892090, propagate_backward_time: 118.2761077881, weight_update_time: 0.2479197830, other_time: 4.0943756104
epoch time: 17.4625339508s, input_fired_time: 0.3434045315, output_fired_time: 0.0000000000, propagate_forward_time: 16.3840847015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7350444794
validation[          , genome  6391] predictions:    9792/  10000 (97.92%), best:    9810/10000 (98.10%), error:       677.10333, best error:       638.13501 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 208.7448425293s, input_fired_time: 2.7380080223, output_fired_time: 2.7646245956, propagate_forward_time: 81.8045730591, propagate_backward_time: 117.3338546753, weight_update_time: 0.2521623969, other_time: 4.1037902832
epoch time: 17.4473342896s, input_fired_time: 0.3426619470, output_fired_time: 0.0000000000, propagate_forward_time: 16.3591041565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7455673218
validation[          , genome  6391] predictions:    9765/  10000 (97.65%), best:    9810/10000 (98.10%), error:       756.88916, best error:       638.13501 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 207.3801269531s, input_fired_time: 2.7244355679, output_fired_time: 2.7510368824, propagate_forward_time: 80.8394775391, propagate_backward_time: 117.0075454712, weight_update_time: 0.2460558116, other_time: 4.0576248169
epoch time: 17.5120677948s, input_fired_time: 0.3462794423, output_fired_time: 0.0000000000, propagate_forward_time: 16.4280242920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7377643585
validation[          , genome  6391] predictions:    9741/  10000 (97.41%), best:    9810/10000 (98.10%), error:       876.60840, best error:       638.13501 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 210.7351531982s, input_fired_time: 2.7590923309, output_fired_time: 2.7760021687, propagate_forward_time: 82.2450942993, propagate_backward_time: 118.8484649658, weight_update_time: 0.2504439652, other_time: 4.1064987183
epoch time: 17.6125831604s, input_fired_time: 0.3498093486, output_fired_time: 0.0000000000, propagate_forward_time: 16.5227279663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400455475
validation[          , genome  6391] predictions:    9812/  10000 (98.12%), best:    9810/10000 (98.10%), error:       660.41107, best error:       638.13501 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 208.4694366455s, input_fired_time: 2.7488839626, output_fired_time: 2.7697522640, propagate_forward_time: 81.2799224854, propagate_backward_time: 117.5655212402, weight_update_time: 0.2500124872, other_time: 4.1053619385
epoch time: 17.5826492310s, input_fired_time: 0.3454229236, output_fired_time: 0.0000000000, propagate_forward_time: 16.4913768768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7458496094
validation[          , genome  6391] predictions:    9802/  10000 (98.02%), best:    9810/10000 (98.10%), error:       730.99194, best error:       638.13501 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 209.3022918701s, input_fired_time: 2.7490544319, output_fired_time: 2.7353610992, propagate_forward_time: 81.9350051880, propagate_backward_time: 117.7913970947, weight_update_time: 0.2489908040, other_time: 4.0914688110
epoch time: 17.6213054657s, input_fired_time: 0.3454496562, output_fired_time: 0.0000000000, propagate_forward_time: 16.5332317352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7426242828
validation[          , genome  6391] predictions:    9760/  10000 (97.60%), best:    9810/10000 (98.10%), error:       814.95691, best error:       638.13501 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 209.9088287354s, input_fired_time: 2.7516484261, output_fired_time: 2.7694950104, propagate_forward_time: 81.9626998901, propagate_backward_time: 118.3326950073, weight_update_time: 0.2469172180, other_time: 4.0922851563
epoch time: 17.3904457092s, input_fired_time: 0.3454483747, output_fired_time: 0.0000000000, propagate_forward_time: 16.2979488373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7470493317
validation[          , genome  6391] predictions:    9783/  10000 (97.83%), best:    9810/10000 (98.10%), error:       732.07465, best error:       638.13501 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 209.5895843506s, input_fired_time: 2.7595062256, output_fired_time: 2.7620775700, propagate_forward_time: 81.6912765503, propagate_backward_time: 118.2797470093, weight_update_time: 0.2481392026, other_time: 4.0969696045
epoch time: 17.4850406647s, input_fired_time: 0.3476484418, output_fired_time: 0.0000000000, propagate_forward_time: 16.3897285461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7476634979
validation[          , genome  6391] predictions:    9803/  10000 (98.03%), best:    9810/10000 (98.10%), error:       658.94281, best error:       638.13501 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 210.9620971680s, input_fired_time: 2.7674767971, output_fired_time: 2.7878627777, propagate_forward_time: 82.4119415283, propagate_backward_time: 118.8771667480, weight_update_time: 0.2522526085, other_time: 4.1176605225
epoch time: 17.0465927124s, input_fired_time: 0.3393827677, output_fired_time: 0.0000000000, propagate_forward_time: 15.9714727402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7357378006
validation[          , genome  6391] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       672.64636, best error:       638.13501 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 210.3600616455s, input_fired_time: 2.7690517902, output_fired_time: 2.7731146812, propagate_forward_time: 82.2863006592, propagate_backward_time: 118.4286117554, weight_update_time: 0.2478818446, other_time: 4.1029739380
epoch time: 17.7895298004s, input_fired_time: 0.3462794423, output_fired_time: 0.0000000000, propagate_forward_time: 16.7022933960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7409572601
validation[          , genome  6391] predictions:    9814/  10000 (98.14%), best:    9810/10000 (98.10%), error:       650.35297, best error:       638.13501 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 209.1522369385s, input_fired_time: 2.7498617172, output_fired_time: 2.7603471279, propagate_forward_time: 81.6656570435, propagate_backward_time: 117.8963470459, weight_update_time: 0.2488297224, other_time: 4.0800247192
epoch time: 17.7351932526s, input_fired_time: 0.3499701023, output_fired_time: 0.0000000000, propagate_forward_time: 16.6238422394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7613811493
validation[          , genome  6391] predictions:    9802/  10000 (98.02%), best:    9810/10000 (98.10%), error:       677.79388, best error:       638.13501 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 209.4882202148s, input_fired_time: 2.7550797462, output_fired_time: 2.7848546505, propagate_forward_time: 81.8140945435, propagate_backward_time: 118.0414505005, weight_update_time: 0.2496132404, other_time: 4.0927429199
epoch time: 17.8656730652s, input_fired_time: 0.3470237851, output_fired_time: 0.0000000000, propagate_forward_time: 16.7794628143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7391872406
validation[          , genome  6391] predictions:    9802/  10000 (98.02%), best:    9810/10000 (98.10%), error:       687.58447, best error:       638.13501 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 208.1434478760s, input_fired_time: 2.7460033894, output_fired_time: 2.7592740059, propagate_forward_time: 81.2347869873, propagate_backward_time: 117.3153915405, weight_update_time: 0.2498486489, other_time: 4.0879898071
epoch time: 17.4430484772s, input_fired_time: 0.3421023786, output_fired_time: 0.0000000000, propagate_forward_time: 16.3678035736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7331428528
validation[          , genome  6391] predictions:    9787/  10000 (97.87%), best:    9810/10000 (98.10%), error:       722.25464, best error:       638.13501 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 210.6819152832s, input_fired_time: 2.7829923630, output_fired_time: 2.7827935219, propagate_forward_time: 82.2479171753, propagate_backward_time: 118.7649383545, weight_update_time: 0.2480060905, other_time: 4.1032791138
epoch time: 17.0750007629s, input_fired_time: 0.3431707919, output_fired_time: 0.0000000000, propagate_forward_time: 15.9943943024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7374362946
validation[          , genome  6391] predictions:    9765/  10000 (97.65%), best:    9810/10000 (98.10%), error:       774.29224, best error:       638.13501 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 210.9730377197s, input_fired_time: 2.7663140297, output_fired_time: 2.7827177048, propagate_forward_time: 82.5562973022, propagate_backward_time: 118.7338867188, weight_update_time: 0.2515568137, other_time: 4.1338272095
epoch time: 17.5869464874s, input_fired_time: 0.3426605761, output_fired_time: 0.0000000000, propagate_forward_time: 16.5109348297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7333507538
validation[          , genome  6391] predictions:    9798/  10000 (97.98%), best:    9810/10000 (98.10%), error:       693.48248, best error:       638.13501 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 210.1572570801s, input_fired_time: 2.7702918053, output_fired_time: 2.7678711414, propagate_forward_time: 82.3290100098, propagate_backward_time: 118.1812057495, weight_update_time: 0.2514777482, other_time: 4.1088790894
epoch time: 17.6318988800s, input_fired_time: 0.3449573219, output_fired_time: 0.0000000000, propagate_forward_time: 16.5505809784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7363605499
validation[          , genome  6391] predictions:    9780/  10000 (97.80%), best:    9810/10000 (98.10%), error:       759.22205, best error:       638.13501 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 210.5946044922s, input_fired_time: 2.7724220753, output_fired_time: 2.7807323933, propagate_forward_time: 82.4000015259, propagate_backward_time: 118.5496444702, weight_update_time: 0.2494351715, other_time: 4.0918121338
epoch time: 17.4305114746s, input_fired_time: 0.3437815905, output_fired_time: 0.0000000000, propagate_forward_time: 16.3520641327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7346649170
validation[          , genome  6391] predictions:    9801/  10000 (98.01%), best:    9810/10000 (98.10%), error:       701.84174, best error:       638.13501 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 210.0691833496s, input_fired_time: 2.7531857491, output_fired_time: 2.7793402672, propagate_forward_time: 81.9834442139, propagate_backward_time: 118.4408950806, weight_update_time: 0.2526538372, other_time: 4.1123123169
epoch time: 17.3436050415s, input_fired_time: 0.3449359238, output_fired_time: 0.0000000000, propagate_forward_time: 16.2638034821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7348651886
validation[          , genome  6391] predictions:    9802/  10000 (98.02%), best:    9810/10000 (98.10%), error:       659.33765, best error:       638.13501 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 208.4231872559s, input_fired_time: 2.7453901768, output_fired_time: 2.7605931759, propagate_forward_time: 81.4729843140, propagate_backward_time: 117.3734512329, weight_update_time: 0.2487358600, other_time: 4.0707702637
epoch time: 17.6468486786s, input_fired_time: 0.3466124833, output_fired_time: 0.0000000000, propagate_forward_time: 16.5591907501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7410449982
validation[          , genome  6391] predictions:    9794/  10000 (97.94%), best:    9810/10000 (98.10%), error:       726.33417, best error:       638.13501 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 209.7062530518s, input_fired_time: 2.7657711506, output_fired_time: 2.7612247467, propagate_forward_time: 81.7792129517, propagate_backward_time: 118.3129959106, weight_update_time: 0.2506659925, other_time: 4.0870361328
epoch time: 17.4203224182s, input_fired_time: 0.3490694761, output_fired_time: 0.0000000000, propagate_forward_time: 16.3286113739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7426414490
validation[          , genome  6391] predictions:    9743/  10000 (97.43%), best:    9810/10000 (98.10%), error:       873.12292, best error:       638.13501 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 208.1029510498s, input_fired_time: 2.7523853779, output_fired_time: 2.7353665829, propagate_forward_time: 81.2804794312, propagate_backward_time: 117.2385635376, weight_update_time: 0.2487098873, other_time: 4.0961608887
epoch time: 17.6355571747s, input_fired_time: 0.3490751684, output_fired_time: 0.0000000000, propagate_forward_time: 16.5450515747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7414302826
validation[          , genome  6391] predictions:    9772/  10000 (97.72%), best:    9810/10000 (98.10%), error:       793.80646, best error:       638.13501 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 210.5295104980s, input_fired_time: 2.7719042301, output_fired_time: 2.7718348503, propagate_forward_time: 82.3793487549, propagate_backward_time: 118.5153350830, weight_update_time: 0.2478940040, other_time: 4.0910797119
epoch time: 17.5184612274s, input_fired_time: 0.3479359448, output_fired_time: 0.0000000000, propagate_forward_time: 16.4299049377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7406196594
validation[          , genome  6391] predictions:    9743/  10000 (97.43%), best:    9810/10000 (98.10%), error:       861.60876, best error:       638.13501 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 209.6154632568s, input_fired_time: 2.7588000298, output_fired_time: 2.7552981377, propagate_forward_time: 81.9097290039, propagate_backward_time: 118.1211853027, weight_update_time: 0.2487581074, other_time: 4.0704498291
epoch time: 17.6627922058s, input_fired_time: 0.3526228666, output_fired_time: 0.0000000000, propagate_forward_time: 16.5700016022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7401676178
validation[          , genome  6391] predictions:    9791/  10000 (97.91%), best:    9810/10000 (98.10%), error:       691.21936, best error:       638.13501 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 210.6583099365s, input_fired_time: 2.7863755226, output_fired_time: 2.7786273956, propagate_forward_time: 82.6997528076, propagate_backward_time: 118.2977066040, weight_update_time: 0.2496555448, other_time: 4.0958480835
epoch time: 17.7597084045s, input_fired_time: 0.3480032682, output_fired_time: 0.0000000000, propagate_forward_time: 16.6831474304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7285575867
validation[          , genome  6391] predictions:    9714/  10000 (97.14%), best:    9810/10000 (98.10%), error:       971.11725, best error:       638.13501 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 211.5415954590s, input_fired_time: 2.7721512318, output_fired_time: 2.7814815044, propagate_forward_time: 82.8241958618, propagate_backward_time: 119.0865631104, weight_update_time: 0.2486990094, other_time: 4.0772018433
epoch time: 17.4949626923s, input_fired_time: 0.3491616249, output_fired_time: 0.0000000000, propagate_forward_time: 16.4044322968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7413692474
validation[          , genome  6391] predictions:    9742/  10000 (97.42%), best:    9810/10000 (98.10%), error:       860.72540, best error:       638.13501 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 211.2514190674s, input_fired_time: 2.7920913696, output_fired_time: 2.7791564465, propagate_forward_time: 82.8050079346, propagate_backward_time: 118.7699050903, weight_update_time: 0.2502405047, other_time: 4.1052474976
epoch time: 17.5046768188s, input_fired_time: 0.3466756344, output_fired_time: 0.0000000000, propagate_forward_time: 16.4192905426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7387104034
validation[          , genome  6391] predictions:    9794/  10000 (97.94%), best:    9810/10000 (98.10%), error:       679.94489, best error:       638.13501 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 210.6264801025s, input_fired_time: 2.7782394886, output_fired_time: 2.7727255821, propagate_forward_time: 82.4797363281, propagate_backward_time: 118.5203781128, weight_update_time: 0.2514904439, other_time: 4.0754013062
epoch time: 17.2867145538s, input_fired_time: 0.3448410630, output_fired_time: 0.0000000000, propagate_forward_time: 16.2080039978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7338695526
validation[          , genome  6391] predictions:    9815/  10000 (98.15%), best:    9810/10000 (98.10%), error:       659.11365, best error:       638.13501 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 212.1164550781s, input_fired_time: 2.8020074368, output_fired_time: 2.7799961567, propagate_forward_time: 83.0207748413, propagate_backward_time: 119.4169540405, weight_update_time: 0.2540602088, other_time: 4.0967254639
epoch time: 18.0157451630s, input_fired_time: 0.3498107195, output_fired_time: 0.0000000000, propagate_forward_time: 16.9328231812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7331104279
validation[          , genome  6391] predictions:    9782/  10000 (97.82%), best:    9810/10000 (98.10%), error:       765.43054, best error:       638.13501 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 210.3432159424s, input_fired_time: 2.7631998062, output_fired_time: 2.7758634090, propagate_forward_time: 82.4473724365, propagate_backward_time: 118.2811889648, weight_update_time: 0.2488554269, other_time: 4.0755920410
epoch time: 17.6579208374s, input_fired_time: 0.3502749801, output_fired_time: 0.0000000000, propagate_forward_time: 16.5777053833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7299404144
validation[          , genome  6391] predictions:    9778/  10000 (97.78%), best:    9810/10000 (98.10%), error:       753.57831, best error:       638.13501 on epoch:    53, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 211.0558624268s, input_fired_time: 2.7809212208, output_fired_time: 2.7926583290, propagate_forward_time: 82.6311950684, propagate_backward_time: 118.7668151855, weight_update_time: 0.2501806915, other_time: 4.0842742920
epoch time: 17.7808685303s, input_fired_time: 0.3488993943, output_fired_time: 0.0000000000, propagate_forward_time: 16.6929454803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7390232086
validation[          , genome  6391] predictions:    9797/  10000 (97.97%), best:    9810/10000 (98.10%), error:       726.87085, best error:       638.13501 on epoch:    53, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 209.8347015381s, input_fired_time: 2.7747356892, output_fired_time: 2.7705168724, propagate_forward_time: 82.0212707520, propagate_backward_time: 118.1654281616, weight_update_time: 0.2493360490, other_time: 4.1027450562
epoch time: 17.2254676819s, input_fired_time: 0.3431200385, output_fired_time: 0.0000000000, propagate_forward_time: 16.1477680206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7345790863
validation[          , genome  6391] predictions:    9794/  10000 (97.94%), best:    9810/10000 (98.10%), error:       685.09131, best error:       638.13501 on epoch:    53, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 210.0355834961s, input_fired_time: 2.7713618279, output_fired_time: 2.7646746635, propagate_forward_time: 82.1786804199, propagate_backward_time: 118.2369155884, weight_update_time: 0.2518524230, other_time: 4.0839462280
epoch time: 17.3689613342s, input_fired_time: 0.3458307981, output_fired_time: 0.0000000000, propagate_forward_time: 16.2894840240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7336463928
validation[          , genome  6391] predictions:    9773/  10000 (97.73%), best:    9810/10000 (98.10%), error:       805.44666, best error:       638.13501 on epoch:    53, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 209.8755493164s, input_fired_time: 2.7722439766, output_fired_time: 2.7537684441, propagate_forward_time: 82.0711441040, propagate_backward_time: 118.1996078491, weight_update_time: 0.2498032749, other_time: 4.0787811279
epoch time: 17.8523406982s, input_fired_time: 0.3525966406, output_fired_time: 0.0000000000, propagate_forward_time: 16.7654399872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7343044281
validation[          , genome  6391] predictions:    9573/  10000 (95.73%), best:    9810/10000 (98.10%), error:      1328.07458, best error:       638.13501 on epoch:    53, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 211.6777496338s, input_fired_time: 2.7953658104, output_fired_time: 2.7927296162, propagate_forward_time: 82.8949584961, propagate_backward_time: 119.1003646851, weight_update_time: 0.2487223893, other_time: 4.0943374634
epoch time: 17.1816425323s, input_fired_time: 0.3434557021, output_fired_time: 0.0000000000, propagate_forward_time: 16.1067447662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7314414978
validation[          , genome  6391] predictions:    9821/  10000 (98.21%), best:    9810/10000 (98.10%), error:       644.58691, best error:       638.13501 on epoch:    53, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 210.9888916016s, input_fired_time: 2.7858419418, output_fired_time: 2.7810161114, propagate_forward_time: 82.6986694336, propagate_backward_time: 118.6559753418, weight_update_time: 0.2507115304, other_time: 4.0673828125
epoch time: 17.2185764313s, input_fired_time: 0.3402677774, output_fired_time: 0.0000000000, propagate_forward_time: 16.1451263428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7331829071
validation[          , genome  6391] predictions:    9797/  10000 (97.97%), best:    9810/10000 (98.10%), error:       731.46704, best error:       638.13501 on epoch:    53, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 210.5773010254s, input_fired_time: 2.7836678028, output_fired_time: 2.7808332443, propagate_forward_time: 82.1242141724, propagate_backward_time: 118.7976074219, weight_update_time: 0.2486409992, other_time: 4.0909805298
epoch time: 17.9333820343s, input_fired_time: 0.3549293578, output_fired_time: 0.0000000000, propagate_forward_time: 16.8455028534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7329502106
validation[          , genome  6391] predictions:    9797/  10000 (97.97%), best:    9810/10000 (98.10%), error:       679.17731, best error:       638.13501 on epoch:    53, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 210.0767669678s, input_fired_time: 2.7817556858, output_fired_time: 2.7800240517, propagate_forward_time: 82.1684036255, propagate_backward_time: 118.2599334717, weight_update_time: 0.2502156198, other_time: 4.0866470337
epoch time: 17.7985000610s, input_fired_time: 0.3525436521, output_fired_time: 0.0000000000, propagate_forward_time: 16.7061328888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7398242950
validation[          , genome  6391] predictions:    9778/  10000 (97.78%), best:    9810/10000 (98.10%), error:       779.02875, best error:       638.13501 on epoch:    53, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 209.6715850830s, input_fired_time: 2.7665104866, output_fired_time: 2.7671542168, propagate_forward_time: 82.0299682617, propagate_backward_time: 118.0322113037, weight_update_time: 0.2506750822, other_time: 4.0757446289
epoch time: 17.6158695221s, input_fired_time: 0.3508572876, output_fired_time: 0.0000000000, propagate_forward_time: 16.5117645264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7532482147
validation[          , genome  6391] predictions:    9812/  10000 (98.12%), best:    9810/10000 (98.10%), error:       672.60968, best error:       638.13501 on epoch:    53, 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: 87.1101226807s, input_fired_time: 1.7144145966, output_fired_time: 0.0000000000, propagate_forward_time: 81.6433563232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7523498535
best training[          , genome  6391] predictions:   49717/  50000 (99.43%), best:    9810/10000 (98.10%), error:      1226.81482, best error:       638.13501 on epoch:    53, 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: 17.6087265015s, input_fired_time: 0.3409702480, output_fired_time: 0.0000000000, propagate_forward_time: 16.5368328094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7309226990
   testing[          , genome  6391] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       594.74689, best error:       638.13501 on epoch:    53, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:46:06 (6952): called boinc_finish(0)

</stderr_txt>
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