Nameexact_genome_1512568488_43_7079_1
Workunit2606665
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:49:23 UTC
Report deadline17 Dec 2017, 17:51:30 UTC
Received8 Dec 2017, 17:07:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time6 hours 11 min 54 sec
CPU time6 hours 7 min 55 sec
Validate stateValid
Credit2,437.87
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.29 MB
Peak swap size153.79 MB
Peak disk usage2.00 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
986.12488 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 201.8880004883s, input_fired_time: 1.7178858519, output_fired_time: 1.7355983257, propagate_forward_time: 76.6186065674, propagate_backward_time: 118.0767440796, weight_update_time: 0.2523983419, other_time: 3.7391738892
epoch time: 16.0416774750s, input_fired_time: 0.2111710161, output_fired_time: 0.0000000000, propagate_forward_time: 15.1658697128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646366119
validation[          , genome  7079] predictions:    9672/  10000 (96.72%), best:    9719/10000 (97.19%), error:      1072.81616, best error:       986.12488 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 200.8350524902s, input_fired_time: 1.7141430378, output_fired_time: 1.7119728327, propagate_forward_time: 76.2003860474, propagate_backward_time: 117.4663009644, weight_update_time: 0.2522955239, other_time: 3.7422485352
epoch time: 15.7356319427s, input_fired_time: 0.2076966166, output_fired_time: 0.0000000000, propagate_forward_time: 14.8706951141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6572399139
validation[          , genome  7079] predictions:    9702/  10000 (97.02%), best:    9719/10000 (97.19%), error:      1015.91327, best error:       986.12488 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 202.8373565674s, input_fired_time: 1.7219220400, output_fired_time: 1.7327365875, propagate_forward_time: 76.5861511230, propagate_backward_time: 119.0311660767, weight_update_time: 0.2528061271, other_time: 3.7653732300
epoch time: 16.2769203186s, input_fired_time: 0.2135208547, output_fired_time: 0.0000000000, propagate_forward_time: 15.3962011337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6671991348
validation[          , genome  7079] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       967.98096, best error:       967.98096 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 200.7832336426s, input_fired_time: 1.7179596424, output_fired_time: 1.7174278498, propagate_forward_time: 76.3244857788, propagate_backward_time: 117.2786865234, weight_update_time: 0.2520910800, other_time: 3.7446823120
epoch time: 16.3838195801s, input_fired_time: 0.2158194333, output_fired_time: 0.0000000000, propagate_forward_time: 15.4568691254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7111301422
validation[          , genome  7079] predictions:    9712/  10000 (97.12%), best:    9714/10000 (97.14%), error:       981.07007, best error:       967.98096 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 202.0876770020s, input_fired_time: 1.7161284685, output_fired_time: 1.7256858349, propagate_forward_time: 76.2367630005, propagate_backward_time: 118.6557922363, weight_update_time: 0.2531316280, other_time: 3.7533035278
epoch time: 16.1058845520s, input_fired_time: 0.2116041780, output_fired_time: 0.0000000000, propagate_forward_time: 15.2411422729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6531381607
validation[          , genome  7079] predictions:    9668/  10000 (96.68%), best:    9714/10000 (97.14%), error:      1044.82007, best error:       967.98096 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 202.8180694580s, input_fired_time: 1.7265480757, output_fired_time: 1.7382980585, propagate_forward_time: 77.0263137817, propagate_backward_time: 118.5825729370, weight_update_time: 0.2516677082, other_time: 3.7443389893
epoch time: 16.6780776978s, input_fired_time: 0.2188298702, output_fired_time: 0.0000000000, propagate_forward_time: 15.7799425125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6793050766
validation[          , genome  7079] predictions:    9687/  10000 (96.87%), best:    9714/10000 (97.14%), error:       987.03711, best error:       967.98096 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 201.7610931396s, input_fired_time: 1.7154769897, output_fired_time: 1.7237428427, propagate_forward_time: 76.3528213501, propagate_backward_time: 118.2370223999, weight_update_time: 0.2512831390, other_time: 3.7320404053
epoch time: 16.5065155029s, input_fired_time: 0.2156479955, output_fired_time: 0.0000000000, propagate_forward_time: 15.6194553375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714115143
validation[          , genome  7079] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       925.84680, best error:       925.84680 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 202.9290924072s, input_fired_time: 1.7242833376, output_fired_time: 1.7363146544, propagate_forward_time: 76.9379882813, propagate_backward_time: 118.7840881348, weight_update_time: 0.2537314594, other_time: 3.7464141846
epoch time: 16.5637741089s, input_fired_time: 0.2156618387, output_fired_time: 0.0000000000, propagate_forward_time: 15.6813220978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6667900085
validation[          , genome  7079] predictions:    9672/  10000 (96.72%), best:    9726/10000 (97.26%), error:      1088.31030, best error:       925.84680 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 202.1832580566s, input_fired_time: 1.7261747122, output_fired_time: 1.7385375500, propagate_forward_time: 76.7192916870, propagate_backward_time: 118.2416687012, weight_update_time: 0.2515953779, other_time: 3.7575759888
epoch time: 16.6333637238s, input_fired_time: 0.2171301097, output_fired_time: 0.0000000000, propagate_forward_time: 15.7274303436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6888027191
validation[          , genome  7079] predictions:    9690/  10000 (96.90%), best:    9726/10000 (97.26%), error:      1026.91589, best error:       925.84680 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 200.7274017334s, input_fired_time: 1.7118471861, output_fired_time: 1.7210919857, propagate_forward_time: 76.0134124756, propagate_backward_time: 117.5027313232, weight_update_time: 0.2515971065, other_time: 3.7783203125
epoch time: 16.5651588440s, input_fired_time: 0.2175228000, output_fired_time: 0.0000000000, propagate_forward_time: 15.6533164978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6943187714
validation[          , genome  7079] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       897.92291, best error:       897.92291 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 200.8187866211s, input_fired_time: 1.7136631012, output_fired_time: 1.7246775627, propagate_forward_time: 76.1179580688, propagate_backward_time: 117.4861831665, weight_update_time: 0.2507795691, other_time: 3.7763061523
epoch time: 16.2923984528s, input_fired_time: 0.2137354016, output_fired_time: 0.0000000000, propagate_forward_time: 15.3948440552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838188171
validation[          , genome  7079] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       891.35516, best error:       891.35516 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 201.0622406006s, input_fired_time: 1.7158176899, output_fired_time: 1.7233992815, propagate_forward_time: 76.2936630249, propagate_backward_time: 117.5595321655, weight_update_time: 0.2506029904, other_time: 3.7698211670
epoch time: 16.3422756195s, input_fired_time: 0.2141352147, output_fired_time: 0.0000000000, propagate_forward_time: 15.4613513947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6667881012
validation[          , genome  7079] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       818.80829, best error:       818.80829 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 200.1429901123s, input_fired_time: 1.7138860226, output_fired_time: 1.7135285139, propagate_forward_time: 75.6141967773, propagate_backward_time: 117.3418121338, weight_update_time: 0.2490521967, other_time: 3.7595672607
epoch time: 16.6534633636s, input_fired_time: 0.2178584337, output_fired_time: 0.0000000000, propagate_forward_time: 15.7728548050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6627492905
validation[          , genome  7079] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       805.14648, best error:       805.14648 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 201.4503479004s, input_fired_time: 1.7226599455, output_fired_time: 1.7145769596, propagate_forward_time: 76.1966629028, propagate_backward_time: 118.0545806885, weight_update_time: 0.2509612441, other_time: 3.7618637085
epoch time: 15.5768852234s, input_fired_time: 0.2071797401, output_fired_time: 0.0000000000, propagate_forward_time: 14.6875820160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6821231842
validation[          , genome  7079] predictions:    9719/  10000 (97.19%), best:    9758/10000 (97.58%), error:       903.64276, best error:       805.14648 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 200.8312072754s, input_fired_time: 1.7159408331, output_fired_time: 1.7226495743, propagate_forward_time: 75.9721908569, propagate_backward_time: 117.6423187256, weight_update_time: 0.2499341816, other_time: 3.7780990601
epoch time: 14.8067779541s, input_fired_time: 0.2004548907, output_fired_time: 0.0000000000, propagate_forward_time: 13.9645366669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6417865753
validation[          , genome  7079] predictions:    9708/  10000 (97.08%), best:    9758/10000 (97.58%), error:       974.32544, best error:       805.14648 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 203.4012603760s, input_fired_time: 1.7360485792, output_fired_time: 1.7384229898, propagate_forward_time: 77.1759872437, propagate_backward_time: 119.0353927612, weight_update_time: 0.2533890307, other_time: 3.7154083252
epoch time: 16.2819690704s, input_fired_time: 0.2138030976, output_fired_time: 0.0000000000, propagate_forward_time: 15.4005346298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6676321030
validation[          , genome  7079] predictions:    9761/  10000 (97.61%), best:    9758/10000 (97.58%), error:       809.79321, best error:       805.14648 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 199.5182037354s, input_fired_time: 1.7137621641, output_fired_time: 1.7089437246, propagate_forward_time: 75.5748443604, propagate_backward_time: 116.7720108032, weight_update_time: 0.2502637208, other_time: 3.7486495972
epoch time: 16.1563339233s, input_fired_time: 0.2122661918, output_fired_time: 0.0000000000, propagate_forward_time: 15.2721290588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6719388962
validation[          , genome  7079] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       861.10480, best error:       805.14648 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 201.0811614990s, input_fired_time: 1.7185660601, output_fired_time: 1.7128907442, propagate_forward_time: 76.2098617554, propagate_backward_time: 117.7330932617, weight_update_time: 0.2503843606, other_time: 3.7067489624
epoch time: 15.8790779114s, input_fired_time: 0.2102133781, output_fired_time: 0.0000000000, propagate_forward_time: 15.0010862350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6677780151
validation[          , genome  7079] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       760.03790, best error:       760.03790 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 202.6693725586s, input_fired_time: 1.7273081541, output_fired_time: 1.7240490913, propagate_forward_time: 76.7062149048, propagate_backward_time: 118.7927169800, weight_update_time: 0.2527144849, other_time: 3.7190856934
epoch time: 16.6581649780s, input_fired_time: 0.2173941433, output_fired_time: 0.0000000000, propagate_forward_time: 15.7650270462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6757440567
validation[          , genome  7079] predictions:    9757/  10000 (97.57%), best:    9772/10000 (97.72%), error:       814.49365, best error:       760.03790 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 203.0314025879s, input_fired_time: 1.7351109982, output_fired_time: 1.7318966389, propagate_forward_time: 76.9020538330, propagate_backward_time: 118.9163436890, weight_update_time: 0.2518472373, other_time: 3.7459945679
epoch time: 16.1583385468s, input_fired_time: 0.2135363370, output_fired_time: 0.0000000000, propagate_forward_time: 15.2703599930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6744422913
validation[          , genome  7079] predictions:    9702/  10000 (97.02%), best:    9772/10000 (97.72%), error:       913.71307, best error:       760.03790 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 203.8549804688s, input_fired_time: 1.7386702299, output_fired_time: 1.7430851460, propagate_forward_time: 77.1240310669, propagate_backward_time: 119.3816833496, weight_update_time: 0.2543960214, other_time: 3.8675155640
epoch time: 16.3523063660s, input_fired_time: 0.2158319056, output_fired_time: 0.0000000000, propagate_forward_time: 15.4777078629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6587667465
validation[          , genome  7079] predictions:    9719/  10000 (97.19%), best:    9772/10000 (97.72%), error:       895.85706, best error:       760.03790 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 201.3434143066s, input_fired_time: 1.7171006203, output_fired_time: 1.7196637392, propagate_forward_time: 75.8425827026, propagate_backward_time: 118.3604736328, weight_update_time: 0.2508881390, other_time: 3.7035903931
epoch time: 16.1763572693s, input_fired_time: 0.2141547948, output_fired_time: 0.0000000000, propagate_forward_time: 15.2995634079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6626386642
validation[          , genome  7079] predictions:    9749/  10000 (97.49%), best:    9772/10000 (97.72%), error:       829.18414, best error:       760.03790 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 199.3231658936s, input_fired_time: 1.7115627527, output_fired_time: 1.7055499554, propagate_forward_time: 75.5545349121, propagate_backward_time: 116.6251678467, weight_update_time: 0.2465813458, other_time: 3.7263488770
epoch time: 16.4211750031s, input_fired_time: 0.2159392387, output_fired_time: 0.0000000000, propagate_forward_time: 15.5364551544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6687812805
validation[          , genome  7079] predictions:    9759/  10000 (97.59%), best:    9772/10000 (97.72%), error:       770.95172, best error:       760.03790 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 201.4043579102s, input_fired_time: 1.7200816870, output_fired_time: 1.7253128290, propagate_forward_time: 76.2401504517, propagate_backward_time: 117.9522476196, weight_update_time: 0.2503027022, other_time: 3.7665710449
epoch time: 15.9135723114s, input_fired_time: 0.2132456899, output_fired_time: 0.0000000000, propagate_forward_time: 15.0345993042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657276154
validation[          , genome  7079] predictions:    9696/  10000 (96.96%), best:    9772/10000 (97.72%), error:       941.98230, best error:       760.03790 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 201.3533172607s, input_fired_time: 1.7317883968, output_fired_time: 1.7164072990, propagate_forward_time: 76.3746032715, propagate_backward_time: 117.8056793213, weight_update_time: 0.2522287071, other_time: 3.7248535156
epoch time: 15.7489833832s, input_fired_time: 0.2131116539, output_fired_time: 0.0000000000, propagate_forward_time: 14.7848682404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7510032654
validation[          , genome  7079] predictions:    9730/  10000 (97.30%), best:    9772/10000 (97.72%), error:       903.96289, best error:       760.03790 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 200.1956939697s, input_fired_time: 1.7173591852, output_fired_time: 1.7223421335, propagate_forward_time: 75.7039260864, propagate_backward_time: 117.3005142212, weight_update_time: 0.2502115369, other_time: 3.7515563965
epoch time: 16.1803894043s, input_fired_time: 0.2149472833, output_fired_time: 0.0000000000, propagate_forward_time: 15.2870140076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6784276962
validation[          , genome  7079] predictions:    9719/  10000 (97.19%), best:    9772/10000 (97.72%), error:       918.80853, best error:       760.03790 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 198.0096893311s, input_fired_time: 1.7079504728, output_fired_time: 1.7013765574, propagate_forward_time: 74.8617172241, propagate_backward_time: 115.9734420776, weight_update_time: 0.2482289672, other_time: 3.7652130127
epoch time: 16.3352165222s, input_fired_time: 0.2179457396, output_fired_time: 0.0000000000, propagate_forward_time: 15.4463281631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6709432602
validation[          , genome  7079] predictions:    9721/  10000 (97.21%), best:    9772/10000 (97.72%), error:       911.97272, best error:       760.03790 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 202.6026306152s, input_fired_time: 1.7366977930, output_fired_time: 1.7370468378, propagate_forward_time: 76.8187408447, propagate_backward_time: 118.5372543335, weight_update_time: 0.2537354827, other_time: 3.7728958130
epoch time: 16.2549495697s, input_fired_time: 0.2152931541, output_fired_time: 0.0000000000, propagate_forward_time: 15.3848180771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6548376083
validation[          , genome  7079] predictions:    9696/  10000 (96.96%), best:    9772/10000 (97.72%), error:       976.86053, best error:       760.03790 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 199.9744720459s, input_fired_time: 1.7210439444, output_fired_time: 1.7178361416, propagate_forward_time: 75.8732681274, propagate_backward_time: 116.9354095459, weight_update_time: 0.2493144423, other_time: 3.7269210815
epoch time: 16.3310775757s, input_fired_time: 0.2172809541, output_fired_time: 0.0000000000, propagate_forward_time: 15.4493398666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6644563675
validation[          , genome  7079] predictions:    9760/  10000 (97.60%), best:    9772/10000 (97.72%), error:       807.57007, best error:       760.03790 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 202.0194549561s, input_fired_time: 1.7309557199, output_fired_time: 1.7237981558, propagate_forward_time: 76.5072555542, propagate_backward_time: 118.3507080078, weight_update_time: 0.2503416538, other_time: 3.7067337036
epoch time: 16.4557094574s, input_fired_time: 0.2170447409, output_fired_time: 0.0000000000, propagate_forward_time: 15.5819587708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6567058563
validation[          , genome  7079] predictions:    9656/  10000 (96.56%), best:    9772/10000 (97.72%), error:      1143.70874, best error:       760.03790 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 200.7250518799s, input_fired_time: 1.7223074436, output_fired_time: 1.7157831192, propagate_forward_time: 75.7746353149, propagate_backward_time: 117.7594299316, weight_update_time: 0.2504629195, other_time: 3.7528915405
epoch time: 16.4170532227s, input_fired_time: 0.2176100314, output_fired_time: 0.0000000000, propagate_forward_time: 15.5349445343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6644992828
validation[          , genome  7079] predictions:    9719/  10000 (97.19%), best:    9772/10000 (97.72%), error:       902.73358, best error:       760.03790 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 203.5422363281s, input_fired_time: 1.7413074970, output_fired_time: 1.7466958761, propagate_forward_time: 76.8242645264, propagate_backward_time: 119.4362945557, weight_update_time: 0.2534827590, other_time: 3.7936859131
epoch time: 15.4889755249s, input_fired_time: 0.2069067806, output_fired_time: 0.0000000000, propagate_forward_time: 14.6337566376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483125687
validation[          , genome  7079] predictions:    9753/  10000 (97.53%), best:    9772/10000 (97.72%), error:       783.27972, best error:       760.03790 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 198.8227996826s, input_fired_time: 1.7123883963, output_fired_time: 1.7074126005, propagate_forward_time: 75.1437530518, propagate_backward_time: 116.5524597168, weight_update_time: 0.2461155951, other_time: 3.7067871094
epoch time: 16.1233997345s, input_fired_time: 0.2163451314, output_fired_time: 0.0000000000, propagate_forward_time: 15.2105541229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6965007782
validation[          , genome  7079] predictions:    9750/  10000 (97.50%), best:    9772/10000 (97.72%), error:       817.32233, best error:       760.03790 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 200.7317352295s, input_fired_time: 1.7396069765, output_fired_time: 1.7145203352, propagate_forward_time: 76.0759887695, propagate_backward_time: 117.4954833984, weight_update_time: 0.2503781021, other_time: 3.7061309814
epoch time: 15.7624006271s, input_fired_time: 0.2117934376, output_fired_time: 0.0000000000, propagate_forward_time: 14.8893051147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6613016129
validation[          , genome  7079] predictions:    9750/  10000 (97.50%), best:    9772/10000 (97.72%), error:       795.10175, best error:       760.03790 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 203.0695953369s, input_fired_time: 1.7341301441, output_fired_time: 1.7315789461, propagate_forward_time: 76.7053451538, propagate_backward_time: 119.1065826416, weight_update_time: 0.2514100075, other_time: 3.7919540405
epoch time: 16.5066452026s, input_fired_time: 0.2179128230, output_fired_time: 0.0000000000, propagate_forward_time: 15.6057205200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6830120087
validation[          , genome  7079] predictions:    9753/  10000 (97.53%), best:    9772/10000 (97.72%), error:       799.07910, best error:       760.03790 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 198.1883697510s, input_fired_time: 1.7089740038, output_fired_time: 1.6965169907, propagate_forward_time: 74.9088058472, propagate_backward_time: 116.1590728760, weight_update_time: 0.2474664897, other_time: 3.7150039673
epoch time: 16.1599330902s, input_fired_time: 0.2157503515, output_fired_time: 0.0000000000, propagate_forward_time: 15.2345199585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7096624374
validation[          , genome  7079] predictions:    9766/  10000 (97.66%), best:    9772/10000 (97.72%), error:       768.94434, best error:       760.03790 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 200.6584320068s, input_fired_time: 1.7256354094, output_fired_time: 1.7114498615, propagate_forward_time: 75.9258651733, propagate_backward_time: 117.5794906616, weight_update_time: 0.2505711615, other_time: 3.7159881592
epoch time: 16.5912475586s, input_fired_time: 0.2212269008, output_fired_time: 0.0000000000, propagate_forward_time: 15.6950225830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6749973297
validation[          , genome  7079] predictions:    9764/  10000 (97.64%), best:    9772/10000 (97.72%), error:       786.18085, best error:       760.03790 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 205.1826934814s, input_fired_time: 1.7553881407, output_fired_time: 1.7559932470, propagate_forward_time: 77.6486740112, propagate_backward_time: 120.2009124756, weight_update_time: 0.2563327253, other_time: 3.8217239380
epoch time: 16.1001567841s, input_fired_time: 0.2142638266, output_fired_time: 0.0000000000, propagate_forward_time: 15.2307615280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6551313400
validation[          , genome  7079] predictions:    9692/  10000 (96.92%), best:    9772/10000 (97.72%), error:       946.04413, best error:       760.03790 on epoch:    32, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 201.0598449707s, input_fired_time: 1.7282483578, output_fired_time: 1.7140969038, propagate_forward_time: 76.1958236694, propagate_backward_time: 117.6674270630, weight_update_time: 0.2526192665, other_time: 3.7542572021
epoch time: 16.5877799988s, input_fired_time: 0.2217865586, output_fired_time: 0.0000000000, propagate_forward_time: 15.6525602341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7134332657
validation[          , genome  7079] predictions:    9719/  10000 (97.19%), best:    9772/10000 (97.72%), error:       874.51874, best error:       760.03790 on epoch:    32, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 202.7422485352s, input_fired_time: 1.7406038046, output_fired_time: 1.7297203541, propagate_forward_time: 76.9068222046, propagate_backward_time: 118.6158981323, weight_update_time: 0.2521592975, other_time: 3.7492065430
epoch time: 15.8207387924s, input_fired_time: 0.2132915556, output_fired_time: 0.0000000000, propagate_forward_time: 14.9450454712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6624021530
validation[          , genome  7079] predictions:    9685/  10000 (96.85%), best:    9772/10000 (97.72%), error:      1027.15430, best error:       760.03790 on epoch:    32, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 201.4398345947s, input_fired_time: 1.7375881672, output_fired_time: 1.7238359451, propagate_forward_time: 76.5101470947, propagate_backward_time: 117.7293243408, weight_update_time: 0.2516726851, other_time: 3.7389373779
epoch time: 16.2296352386s, input_fired_time: 0.2156689018, output_fired_time: 0.0000000000, propagate_forward_time: 15.3294277191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6845378876
validation[          , genome  7079] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       755.89838, best error:       755.89838 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 202.9739379883s, input_fired_time: 1.7347322702, output_fired_time: 1.7307927608, propagate_forward_time: 76.8277206421, propagate_backward_time: 118.9537277222, weight_update_time: 0.2539010644, other_time: 3.7269744873
epoch time: 15.6857290268s, input_fired_time: 0.2114808112, output_fired_time: 0.0000000000, propagate_forward_time: 14.8179073334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6563405991
validation[          , genome  7079] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       918.41956, best error:       755.89838 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 202.4891357422s, input_fired_time: 1.7372665405, output_fired_time: 1.7428629398, propagate_forward_time: 76.5602493286, propagate_backward_time: 118.6594238281, weight_update_time: 0.2527937591, other_time: 3.7893295288
epoch time: 16.2530097961s, input_fired_time: 0.2167868614, output_fired_time: 0.0000000000, propagate_forward_time: 15.3826808929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6535415649
validation[          , genome  7079] predictions:    9720/  10000 (97.20%), best:    9767/10000 (97.67%), error:       936.50433, best error:       755.89838 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 201.0790863037s, input_fired_time: 1.7300766706, output_fired_time: 1.7164480686, propagate_forward_time: 76.1000823975, propagate_backward_time: 117.7912521362, weight_update_time: 0.2503754497, other_time: 3.7412338257
epoch time: 16.0849533081s, input_fired_time: 0.2162574232, output_fired_time: 0.0000000000, propagate_forward_time: 15.1418704987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7268257141
validation[          , genome  7079] predictions:    9773/  10000 (97.73%), best:    9767/10000 (97.67%), error:       773.43219, best error:       755.89838 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 202.8797607422s, input_fired_time: 1.7447015047, output_fired_time: 1.7320444584, propagate_forward_time: 76.7262115479, propagate_backward_time: 118.8550796509, weight_update_time: 0.2531955242, other_time: 3.8217239380
epoch time: 15.7456645966s, input_fired_time: 0.2121073008, output_fired_time: 0.0000000000, propagate_forward_time: 14.8838214874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497354507
validation[          , genome  7079] predictions:    9725/  10000 (97.25%), best:    9767/10000 (97.67%), error:       926.77850, best error:       755.89838 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 201.8714904785s, input_fired_time: 1.7350244522, output_fired_time: 1.7204829454, propagate_forward_time: 76.2575988770, propagate_backward_time: 118.3792953491, weight_update_time: 0.2513739169, other_time: 3.7790756226
epoch time: 16.5695095062s, input_fired_time: 0.2203205377, output_fired_time: 0.0000000000, propagate_forward_time: 15.6618585587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6873311996
validation[          , genome  7079] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       749.63531, best error:       749.63531 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 202.9673461914s, input_fired_time: 1.7435249090, output_fired_time: 1.7329641581, propagate_forward_time: 76.9490051270, propagate_backward_time: 118.8087539673, weight_update_time: 0.2519261241, other_time: 3.7330856323
epoch time: 16.1295681000s, input_fired_time: 0.2147727311, output_fired_time: 0.0000000000, propagate_forward_time: 15.2625846863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522102356
validation[          , genome  7079] predictions:    9757/  10000 (97.57%), best:    9778/10000 (97.78%), error:       818.61536, best error:       749.63531 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 201.4545898438s, input_fired_time: 1.7286202908, output_fired_time: 1.7238595486, propagate_forward_time: 75.9301376343, propagate_backward_time: 118.3263931274, weight_update_time: 0.2512327135, other_time: 3.7455749512
epoch time: 16.4646682739s, input_fired_time: 0.2210484296, output_fired_time: 0.0000000000, propagate_forward_time: 15.5236463547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7199735641
validation[          , genome  7079] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       780.32141, best error:       749.63531 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 201.9498596191s, input_fired_time: 1.7401012182, output_fired_time: 1.7405006886, propagate_forward_time: 76.4401092529, propagate_backward_time: 118.2970123291, weight_update_time: 0.2526032031, other_time: 3.7321472168
epoch time: 15.9877958298s, input_fired_time: 0.2160754800, output_fired_time: 0.0000000000, propagate_forward_time: 15.1202459335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6514739990
validation[          , genome  7079] predictions:    9752/  10000 (97.52%), best:    9778/10000 (97.78%), error:       809.43884, best error:       749.63531 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 202.3479156494s, input_fired_time: 1.7450749874, output_fired_time: 1.7339984179, propagate_forward_time: 76.5020294189, propagate_backward_time: 118.5226440430, weight_update_time: 0.2529566586, other_time: 3.8441772461
epoch time: 16.5191211700s, input_fired_time: 0.2200840563, output_fired_time: 0.0000000000, propagate_forward_time: 15.6383028030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6607351303
validation[          , genome  7079] predictions:    9759/  10000 (97.59%), best:    9778/10000 (97.78%), error:       792.04358, best error:       749.63531 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 201.6862487793s, input_fired_time: 1.7379280329, output_fired_time: 1.7180104256, propagate_forward_time: 76.5872802734, propagate_backward_time: 117.9009017944, weight_update_time: 0.2509439290, other_time: 3.7421188354
epoch time: 16.3764724731s, input_fired_time: 0.2188058645, output_fired_time: 0.0000000000, propagate_forward_time: 15.4937982559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6638689041
validation[          , genome  7079] predictions:    9739/  10000 (97.39%), best:    9778/10000 (97.78%), error:       778.85999, best error:       749.63531 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 201.9349822998s, input_fired_time: 1.7419705391, output_fired_time: 1.7296006680, propagate_forward_time: 76.5931320190, propagate_backward_time: 118.1174468994, weight_update_time: 0.2511024177, other_time: 3.7528305054
epoch time: 15.4089956284s, input_fired_time: 0.2074334174, output_fired_time: 0.0000000000, propagate_forward_time: 14.5725660324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289958954
validation[          , genome  7079] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       817.10809, best error:       749.63531 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 201.5338287354s, input_fired_time: 1.7334891558, output_fired_time: 1.7355179787, propagate_forward_time: 76.1697998047, propagate_backward_time: 118.1342391968, weight_update_time: 0.2492490858, other_time: 3.7607803345
epoch time: 15.1315832138s, input_fired_time: 0.2069779783, output_fired_time: 0.0000000000, propagate_forward_time: 14.2795410156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6450643539
validation[          , genome  7079] predictions:    9706/  10000 (97.06%), best:    9778/10000 (97.78%), error:       927.09338, best error:       749.63531 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 201.0966644287s, input_fired_time: 1.7358711958, output_fired_time: 1.7194640636, propagate_forward_time: 76.0405349731, propagate_backward_time: 117.8330917358, weight_update_time: 0.2520373166, other_time: 3.7677001953
epoch time: 15.9229764938s, input_fired_time: 0.2144205719, output_fired_time: 0.0000000000, propagate_forward_time: 15.0646495819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6439065933
validation[          , genome  7079] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       797.08893, best error:       749.63531 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 200.5057373047s, input_fired_time: 1.7299803495, output_fired_time: 1.7247978449, propagate_forward_time: 75.7755279541, propagate_backward_time: 117.5554199219, weight_update_time: 0.2498473078, other_time: 3.7200164795
epoch time: 15.9925508499s, input_fired_time: 0.2150153518, output_fired_time: 0.0000000000, propagate_forward_time: 15.1220436096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6554918289
validation[          , genome  7079] predictions:    9735/  10000 (97.35%), best:    9778/10000 (97.78%), error:       837.02356, best error:       749.63531 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 202.3958892822s, input_fired_time: 1.7400995493, output_fired_time: 1.7333977222, propagate_forward_time: 76.4100723267, propagate_backward_time: 118.7236862183, weight_update_time: 0.2507443428, other_time: 3.7886352539
epoch time: 16.4771785736s, input_fired_time: 0.2208591551, output_fired_time: 0.0000000000, propagate_forward_time: 15.5919809341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643381119
validation[          , genome  7079] predictions:    9749/  10000 (97.49%), best:    9778/10000 (97.78%), error:       791.84570, best error:       749.63531 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 201.0459594727s, input_fired_time: 1.7357970476, output_fired_time: 1.7251334190, propagate_forward_time: 75.9935531616, propagate_backward_time: 117.7849960327, weight_update_time: 0.2513196468, other_time: 3.8064880371
epoch time: 16.1177330017s, input_fired_time: 0.2178820372, output_fired_time: 0.0000000000, propagate_forward_time: 15.2231693268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6766815186
validation[          , genome  7079] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       743.72083, best error:       743.72083 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 202.1831359863s, input_fired_time: 1.7362281084, output_fired_time: 1.7269628048, propagate_forward_time: 76.3358459473, propagate_backward_time: 118.6368331909, weight_update_time: 0.2515206039, other_time: 3.7472763062
epoch time: 16.7689399719s, input_fired_time: 0.2234391123, output_fired_time: 0.0000000000, propagate_forward_time: 15.8753213882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6701803207
validation[          , genome  7079] predictions:    9708/  10000 (97.08%), best:    9773/10000 (97.73%), error:       950.48688, best error:       743.72083 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 202.4471282959s, input_fired_time: 1.7522858381, output_fired_time: 1.7460644245, propagate_forward_time: 76.9782409668, propagate_backward_time: 118.2194900513, weight_update_time: 0.2505228519, other_time: 3.7510452271
epoch time: 16.0738773346s, input_fired_time: 0.2159699053, output_fired_time: 0.0000000000, propagate_forward_time: 15.1930694580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6648378372
validation[          , genome  7079] predictions:    9721/  10000 (97.21%), best:    9773/10000 (97.73%), error:       924.29004, best error:       743.72083 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 199.9807434082s, input_fired_time: 1.7352128029, output_fired_time: 1.7100813389, propagate_forward_time: 75.8260421753, propagate_backward_time: 116.9945602417, weight_update_time: 0.2495072484, other_time: 3.7148437500
epoch time: 15.4438962936s, input_fired_time: 0.2114706337, output_fired_time: 0.0000000000, propagate_forward_time: 14.5940189362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6384067535
validation[          , genome  7079] predictions:    9752/  10000 (97.52%), best:    9773/10000 (97.73%), error:       827.97784, best error:       743.72083 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 201.5468597412s, input_fired_time: 1.7425694466, output_fired_time: 1.7286655903, propagate_forward_time: 76.3812103271, propagate_backward_time: 117.9737548828, weight_update_time: 0.2511620820, other_time: 3.7206573486
epoch time: 15.8178358078s, input_fired_time: 0.2161805034, output_fired_time: 0.0000000000, propagate_forward_time: 14.7991256714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8025293350
validation[          , genome  7079] predictions:    9767/  10000 (97.67%), best:    9773/10000 (97.73%), error:       803.66858, best error:       743.72083 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 201.8525543213s, input_fired_time: 1.7388910055, output_fired_time: 1.7158871889, propagate_forward_time: 76.1246185303, propagate_backward_time: 118.4691009521, weight_update_time: 0.2518861294, other_time: 3.8040618896
epoch time: 16.5742568970s, input_fired_time: 0.2206842452, output_fired_time: 0.0000000000, propagate_forward_time: 15.6570215225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6965513229
validation[          , genome  7079] predictions:    9743/  10000 (97.43%), best:    9773/10000 (97.73%), error:       815.32825, best error:       743.72083 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 203.4792022705s, input_fired_time: 1.7625586987, output_fired_time: 1.7498182058, propagate_forward_time: 76.9683303833, propagate_backward_time: 119.1533508301, weight_update_time: 0.2534130216, other_time: 3.8451461792
epoch time: 16.2385787964s, input_fired_time: 0.2188637704, output_fired_time: 0.0000000000, propagate_forward_time: 15.3617649078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6579494476
validation[          , genome  7079] predictions:    9768/  10000 (97.68%), best:    9773/10000 (97.73%), error:       775.44696, best error:       743.72083 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 202.4316101074s, input_fired_time: 1.7459571362, output_fired_time: 1.7437578440, propagate_forward_time: 76.5178298950, propagate_backward_time: 118.6586380005, weight_update_time: 0.2527358532, other_time: 3.7654266357
epoch time: 14.5706415176s, input_fired_time: 0.2028157860, output_fired_time: 0.0000000000, propagate_forward_time: 13.6629600525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7048654556
validation[          , genome  7079] predictions:    9758/  10000 (97.58%), best:    9773/10000 (97.73%), error:       801.29266, best error:       743.72083 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 200.2726593018s, input_fired_time: 1.7362275124, output_fired_time: 1.7272884846, propagate_forward_time: 75.6138992310, propagate_backward_time: 117.4163131714, weight_update_time: 0.2495339811, other_time: 3.7789306641
epoch time: 16.5114917755s, input_fired_time: 0.2227918804, output_fired_time: 0.0000000000, propagate_forward_time: 15.5903692245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6983308792
validation[          , genome  7079] predictions:    9744/  10000 (97.44%), best:    9773/10000 (97.73%), error:       811.99390, best error:       743.72083 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 200.2668914795s, input_fired_time: 1.7346841097, output_fired_time: 1.7126748562, propagate_forward_time: 75.7361755371, propagate_backward_time: 117.3466110229, weight_update_time: 0.2488882840, other_time: 3.7367477417
epoch time: 16.4208850861s, input_fired_time: 0.2229275852, output_fired_time: 0.0000000000, propagate_forward_time: 15.3849992752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8129587173
validation[          , genome  7079] predictions:    9781/  10000 (97.81%), best:    9773/10000 (97.73%), error:       768.59137, best error:       743.72083 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 203.1127014160s, input_fired_time: 1.7526270151, output_fired_time: 1.7501635551, propagate_forward_time: 76.7239456177, propagate_backward_time: 119.0601654053, weight_update_time: 0.2532667518, other_time: 3.8257980347
epoch time: 16.6304130554s, input_fired_time: 0.2242138237, output_fired_time: 0.0000000000, propagate_forward_time: 15.7026033401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7035951614
validation[          , genome  7079] predictions:    9750/  10000 (97.50%), best:    9773/10000 (97.73%), error:       799.17560, best error:       743.72083 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 203.1743774414s, input_fired_time: 1.7487214804, output_fired_time: 1.7249519825, propagate_forward_time: 76.9283142090, propagate_backward_time: 119.0456542969, weight_update_time: 0.2517078817, other_time: 3.7267456055
epoch time: 15.9223117828s, input_fired_time: 0.2169805020, output_fired_time: 0.0000000000, propagate_forward_time: 14.9371852875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7681455612
validation[          , genome  7079] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       738.60938, best error:       738.60938 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 203.2773132324s, input_fired_time: 1.7525924444, output_fired_time: 1.7371805906, propagate_forward_time: 76.8974838257, propagate_backward_time: 119.1272354126, weight_update_time: 0.2529816628, other_time: 3.7628173828
epoch time: 15.7537240982s, input_fired_time: 0.2147985995, output_fired_time: 0.0000000000, propagate_forward_time: 14.8449859619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6939392090
validation[          , genome  7079] predictions:    9756/  10000 (97.56%), best:    9781/10000 (97.81%), error:       795.84808, best error:       738.60938 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 199.5139007568s, input_fired_time: 1.7334020138, output_fired_time: 1.7024210691, propagate_forward_time: 75.6308212280, propagate_backward_time: 116.7237243652, weight_update_time: 0.2502668500, other_time: 3.7235336304
epoch time: 16.4281120300s, input_fired_time: 0.2229120284, output_fired_time: 0.0000000000, propagate_forward_time: 15.4545783997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7506217957
validation[          , genome  7079] predictions:    9764/  10000 (97.64%), best:    9781/10000 (97.81%), error:       816.43146, best error:       738.60938 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 200.1707000732s, input_fired_time: 1.7440168858, output_fired_time: 1.7265626192, propagate_forward_time: 76.1414947510, propagate_backward_time: 116.7492446899, weight_update_time: 0.2494603246, other_time: 3.8093795776
epoch time: 15.7217998505s, input_fired_time: 0.2150522918, output_fired_time: 0.0000000000, propagate_forward_time: 14.7493066788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7574405670
validation[          , genome  7079] predictions:    9766/  10000 (97.66%), best:    9781/10000 (97.81%), error:       783.23230, best error:       738.60938 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 200.1219635010s, input_fired_time: 1.7363331318, output_fired_time: 1.7093292475, propagate_forward_time: 75.8773651123, propagate_backward_time: 117.0445022583, weight_update_time: 0.2490476817, other_time: 3.7544326782
epoch time: 16.2485904694s, input_fired_time: 0.2196940780, output_fired_time: 0.0000000000, propagate_forward_time: 15.3667459488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621503830
validation[          , genome  7079] predictions:    9758/  10000 (97.58%), best:    9781/10000 (97.81%), error:       790.88336, best error:       738.60938 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 203.1981964111s, input_fired_time: 1.7594512701, output_fired_time: 1.7483897209, propagate_forward_time: 76.8291931152, propagate_backward_time: 119.0366668701, weight_update_time: 0.2521272302, other_time: 3.8245086670
epoch time: 16.5920753479s, input_fired_time: 0.2240788341, output_fired_time: 0.0000000000, propagate_forward_time: 15.7050695419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629266739
validation[          , genome  7079] predictions:    9765/  10000 (97.65%), best:    9781/10000 (97.81%), error:       783.53094, best error:       738.60938 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 202.3596191406s, input_fired_time: 1.7590525150, output_fired_time: 1.7336802483, propagate_forward_time: 76.4915237427, propagate_backward_time: 118.5066680908, weight_update_time: 0.2532929778, other_time: 3.8687057495
epoch time: 14.9504909515s, input_fired_time: 0.2059113234, output_fired_time: 0.0000000000, propagate_forward_time: 14.1278562546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167230606
validation[          , genome  7079] predictions:    9760/  10000 (97.60%), best:    9781/10000 (97.81%), error:       792.02551, best error:       738.60938 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 202.3549804688s, input_fired_time: 1.7574173212, output_fired_time: 1.7365255356, propagate_forward_time: 76.7325897217, propagate_backward_time: 118.3926620483, weight_update_time: 0.2510218918, other_time: 3.7357864380
epoch time: 15.6679859161s, input_fired_time: 0.2140470147, output_fired_time: 0.0000000000, propagate_forward_time: 14.8010606766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528778076
validation[          , genome  7079] predictions:    9743/  10000 (97.43%), best:    9781/10000 (97.81%), error:       905.36951, best error:       738.60938 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 203.5011596680s, input_fired_time: 1.7606798410, output_fired_time: 1.7281895876, propagate_forward_time: 77.0655593872, propagate_backward_time: 119.2348251343, weight_update_time: 0.2531293929, other_time: 3.7118988037
epoch time: 16.5382308960s, input_fired_time: 0.2225505263, output_fired_time: 0.0000000000, propagate_forward_time: 15.6503677368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6653118134
validation[          , genome  7079] predictions:    9776/  10000 (97.76%), best:    9781/10000 (97.81%), error:       749.53455, best error:       738.60938 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 201.3469696045s, input_fired_time: 1.7529708147, output_fired_time: 1.7184849977, propagate_forward_time: 76.6205062866, propagate_backward_time: 117.5083694458, weight_update_time: 0.2502787411, other_time: 3.7466278076
epoch time: 15.6352329254s, input_fired_time: 0.2138574123, output_fired_time: 0.0000000000, propagate_forward_time: 14.7618103027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6595649719
validation[          , genome  7079] predictions:    9754/  10000 (97.54%), best:    9781/10000 (97.81%), error:       792.93494, best error:       738.60938 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 200.2311553955s, input_fired_time: 1.7401300669, output_fired_time: 1.7056083679, propagate_forward_time: 75.6878128052, propagate_backward_time: 117.3314971924, weight_update_time: 0.2490058392, other_time: 3.7661056519
epoch time: 16.6688861847s, input_fired_time: 0.2271998674, output_fired_time: 0.0000000000, propagate_forward_time: 15.7024374008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7392492294
validation[          , genome  7079] predictions:    9759/  10000 (97.59%), best:    9781/10000 (97.81%), error:       788.94714, best error:       738.60938 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 202.8318328857s, input_fired_time: 1.7584780455, output_fired_time: 1.7319308519, propagate_forward_time: 76.6225585938, propagate_backward_time: 118.8252563477, weight_update_time: 0.2522251308, other_time: 3.8936004639
epoch time: 16.4821949005s, input_fired_time: 0.2253005952, output_fired_time: 0.0000000000, propagate_forward_time: 15.5374994278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7193956375
validation[          , genome  7079] predictions:    9760/  10000 (97.60%), best:    9781/10000 (97.81%), error:       807.47656, best error:       738.60938 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 199.0119323730s, input_fired_time: 1.7427743673, output_fired_time: 1.6999778748, propagate_forward_time: 75.3158340454, propagate_backward_time: 116.3807907104, weight_update_time: 0.2492164224, other_time: 3.8725585938
epoch time: 16.5769939423s, input_fired_time: 0.2242137790, output_fired_time: 0.0000000000, propagate_forward_time: 15.6847085953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6680707932
validation[          , genome  7079] predictions:    9731/  10000 (97.31%), best:    9781/10000 (97.81%), error:       860.10291, best error:       738.60938 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 201.7488250732s, input_fired_time: 1.7475644350, output_fired_time: 1.7243853807, propagate_forward_time: 76.0424270630, propagate_backward_time: 118.4160079956, weight_update_time: 0.2507034838, other_time: 3.8184509277
epoch time: 16.2655544281s, input_fired_time: 0.2207532376, output_fired_time: 0.0000000000, propagate_forward_time: 15.3825273514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622743607
validation[          , genome  7079] predictions:    9721/  10000 (97.21%), best:    9781/10000 (97.81%), error:       873.10272, best error:       738.60938 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 200.8741149902s, input_fired_time: 1.7521041632, output_fired_time: 1.7134003639, propagate_forward_time: 76.1794128418, propagate_backward_time: 117.4545211792, weight_update_time: 0.2514581382, other_time: 3.7746810913
epoch time: 16.3535957336s, input_fired_time: 0.2234560549, output_fired_time: 0.0000000000, propagate_forward_time: 15.3671550751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7629852295
validation[          , genome  7079] predictions:    9752/  10000 (97.52%), best:    9781/10000 (97.81%), error:       828.46515, best error:       738.60938 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 202.4268341064s, input_fired_time: 1.7552736998, output_fired_time: 1.7350857258, propagate_forward_time: 76.3613281250, propagate_backward_time: 118.7504882813, weight_update_time: 0.2528105676, other_time: 3.8246459961
epoch time: 16.3826045990s, input_fired_time: 0.2218288779, output_fired_time: 0.0000000000, propagate_forward_time: 15.4923686981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6684074402
validation[          , genome  7079] predictions:    9751/  10000 (97.51%), best:    9781/10000 (97.81%), error:       773.32080, best error:       738.60938 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 202.9111480713s, input_fired_time: 1.7629455328, output_fired_time: 1.7407451868, propagate_forward_time: 76.5490798950, propagate_backward_time: 118.9749984741, weight_update_time: 0.2520601153, other_time: 3.8833923340
epoch time: 16.0159931183s, input_fired_time: 0.2202711403, output_fired_time: 0.0000000000, propagate_forward_time: 15.1350955963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6606264114
validation[          , genome  7079] predictions:    9765/  10000 (97.65%), best:    9781/10000 (97.81%), error:       759.53467, best error:       738.60938 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 199.7946472168s, input_fired_time: 1.7418491840, output_fired_time: 1.7139021158, propagate_forward_time: 75.2785415649, propagate_backward_time: 117.3284225464, weight_update_time: 0.2490122616, other_time: 3.7319335938
epoch time: 14.7855272293s, input_fired_time: 0.2076973915, output_fired_time: 0.0000000000, propagate_forward_time: 13.9333391190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6444902420
validation[          , genome  7079] predictions:    9740/  10000 (97.40%), best:    9781/10000 (97.81%), error:       863.75714, best error:       738.60938 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 202.8163146973s, input_fired_time: 1.7651404142, output_fired_time: 1.7401188612, propagate_forward_time: 76.6974716187, propagate_backward_time: 118.8277893066, weight_update_time: 0.2523208261, other_time: 3.7858047485
epoch time: 16.6751213074s, input_fired_time: 0.2251216173, output_fired_time: 0.0000000000, propagate_forward_time: 15.7771835327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6728153229
validation[          , genome  7079] predictions:    9769/  10000 (97.69%), best:    9781/10000 (97.81%), error:       770.09839, best error:       738.60938 on epoch:    82, 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: 79.0058822632s, input_fired_time: 1.0789283514, output_fired_time: 0.0000000000, propagate_forward_time: 74.4099655151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5169906616
best training[          , genome  7079] predictions:   49666/  50000 (99.33%), best:    9781/10000 (97.81%), error:      1361.66687, best error:       738.60938 on epoch:    82, 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: 16.3510932922s, input_fired_time: 0.2206499279, output_fired_time: 0.0000000000, propagate_forward_time: 15.4249849319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7054586411
   testing[          , genome  7079] predictions:    9798/  10000 (97.98%), best:    9781/10000 (97.81%), error:       677.16571, best error:       738.60938 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:07:19 (3852): called boinc_finish(0)

</stderr_txt>
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