Nameexact_genome_1512568488_43_796_0
Workunit2575262
Created6 Dec 2017, 17:04:11 UTC
Sent6 Dec 2017, 17:08:43 UTC
Report deadline9 Dec 2017, 16:40:49 UTC
Received6 Dec 2017, 18:39:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 30 min 43 sec
CPU time1 hours 30 min 40 sec
Validate stateValid
Credit745.16
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.97 MB
Peak swap size151.48 MB
Peak disk usage1.37 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0563828684, output_fired_time: 0.0000000000, propagate_forward_time: 3.7615728378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757491112
validation[          , genome   796] predictions:    9443/  10000 (94.43%), best:    9448/10000 (94.48%), error:      1944.99463, best error:      1891.15015 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 49.4159278870s, input_fired_time: 0.4518517852, output_fired_time: 0.4156332314, propagate_forward_time: 18.6785755157, propagate_backward_time: 27.7879047394, weight_update_time: 0.1043743715, other_time: 2.0819625854
epoch time: 4.1735382080s, input_fired_time: 0.0552821383, output_fired_time: 0.0000000000, propagate_forward_time: 3.7467770576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714790344
validation[          , genome   796] predictions:    9459/  10000 (94.59%), best:    9459/10000 (94.59%), error:      1873.86072, best error:      1873.86072 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 49.4438514709s, input_fired_time: 0.4530435503, output_fired_time: 0.4167270660, propagate_forward_time: 18.7290973663, propagate_backward_time: 27.7721347809, weight_update_time: 0.1033833176, other_time: 2.0728492737
epoch time: 4.1506266594s, input_fired_time: 0.0554431416, output_fired_time: 0.0000000000, propagate_forward_time: 3.7233839035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717994690
validation[          , genome   796] predictions:    9458/  10000 (94.58%), best:    9459/10000 (94.59%), error:      1884.35254, best error:      1873.86072 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 49.2778587341s, input_fired_time: 0.4521314800, output_fired_time: 0.4078137875, propagate_forward_time: 18.5364665985, propagate_backward_time: 27.8131484985, weight_update_time: 0.1030702293, other_time: 2.0682964325
epoch time: 4.1643614769s, input_fired_time: 0.0558673404, output_fired_time: 0.0000000000, propagate_forward_time: 3.7381246090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703696728
validation[          , genome   796] predictions:    9483/  10000 (94.83%), best:    9483/10000 (94.83%), error:      1818.02954, best error:      1818.02954 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 49.2223320007s, input_fired_time: 0.4466459751, output_fired_time: 0.4111348093, propagate_forward_time: 18.5684814453, propagate_backward_time: 27.7555580139, weight_update_time: 0.1035883278, other_time: 2.0405082703
epoch time: 4.1514172554s, input_fired_time: 0.0554482900, output_fired_time: 0.0000000000, propagate_forward_time: 3.7301445007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658246994
validation[          , genome   796] predictions:    9500/  10000 (95.00%), best:    9483/10000 (94.83%), error:      1827.93799, best error:      1818.02954 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 49.2118797302s, input_fired_time: 0.4484182596, output_fired_time: 0.4089374840, propagate_forward_time: 18.5366878510, propagate_backward_time: 27.7431068420, weight_update_time: 0.1027114093, other_time: 2.0747280121
epoch time: 4.0919628143s, input_fired_time: 0.0552107804, output_fired_time: 0.0000000000, propagate_forward_time: 3.6676480770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691041470
validation[          , genome   796] predictions:    9481/  10000 (94.81%), best:    9481/10000 (94.81%), error:      1799.48621, best error:      1799.48621 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 49.2240371704s, input_fired_time: 0.4524971247, output_fired_time: 0.4067332149, propagate_forward_time: 18.5163249969, propagate_backward_time: 27.7763290405, weight_update_time: 0.1029467210, other_time: 2.0721530914
epoch time: 4.0939192772s, input_fired_time: 0.0570919253, output_fired_time: 0.0000000000, propagate_forward_time: 3.6645064354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723211288
validation[          , genome   796] predictions:    9499/  10000 (94.99%), best:    9481/10000 (94.81%), error:      1804.51831, best error:      1799.48621 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 49.5248069763s, input_fired_time: 0.4505946040, output_fired_time: 0.4144894481, propagate_forward_time: 18.7376403809, propagate_backward_time: 27.8772048950, weight_update_time: 0.1026619226, other_time: 2.0448760986
epoch time: 4.1358108521s, input_fired_time: 0.0555589087, output_fired_time: 0.0000000000, propagate_forward_time: 3.7138807774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663713932
validation[          , genome   796] predictions:    9504/  10000 (95.04%), best:    9481/10000 (94.81%), error:      1803.32043, best error:      1799.48621 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 49.3071556091s, input_fired_time: 0.4520233870, output_fired_time: 0.4087645411, propagate_forward_time: 18.5600185394, propagate_backward_time: 27.8011817932, weight_update_time: 0.1026755646, other_time: 2.0851688385
epoch time: 4.2123055458s, input_fired_time: 0.0569718964, output_fired_time: 0.0000000000, propagate_forward_time: 3.7717216015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836119175
validation[          , genome   796] predictions:    9454/  10000 (94.54%), best:    9481/10000 (94.81%), error:      1845.49011, best error:      1799.48621 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 49.5130348206s, input_fired_time: 0.4559757710, output_fired_time: 0.4153288901, propagate_forward_time: 18.7234039307, propagate_backward_time: 27.8374061584, weight_update_time: 0.1037100255, other_time: 2.0809211731
epoch time: 4.1399607658s, input_fired_time: 0.0556413606, output_fired_time: 0.0000000000, propagate_forward_time: 3.7177882195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665313721
validation[          , genome   796] predictions:    9464/  10000 (94.64%), best:    9481/10000 (94.81%), error:      1809.28552, best error:      1799.48621 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 49.2300529480s, input_fired_time: 0.4440822303, output_fired_time: 0.4126886129, propagate_forward_time: 18.5921192169, propagate_backward_time: 27.7660369873, weight_update_time: 0.1014491841, other_time: 2.0151271820
epoch time: 4.1538014412s, input_fired_time: 0.0554559380, output_fired_time: 0.0000000000, propagate_forward_time: 3.7287187576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696265221
validation[          , genome   796] predictions:    9519/  10000 (95.19%), best:    9519/10000 (95.19%), error:      1762.68372, best error:      1762.68372 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 49.1743698120s, input_fired_time: 0.4512395561, output_fired_time: 0.4078697562, propagate_forward_time: 18.5092201233, propagate_backward_time: 27.7303600311, weight_update_time: 0.1036361754, other_time: 2.0756778717
epoch time: 4.1250686646s, input_fired_time: 0.0559523553, output_fired_time: 0.0000000000, propagate_forward_time: 3.6922636032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768525124
validation[          , genome   796] predictions:    9483/  10000 (94.83%), best:    9519/10000 (95.19%), error:      1789.94067, best error:      1762.68372 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 49.5456619263s, input_fired_time: 0.4564834237, output_fired_time: 0.4157072306, propagate_forward_time: 18.7455310822, propagate_backward_time: 27.8478012085, weight_update_time: 0.1031633243, other_time: 2.0801410675
epoch time: 4.1897568703s, input_fired_time: 0.0559322610, output_fired_time: 0.0000000000, propagate_forward_time: 3.7607347965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730900288
validation[          , genome   796] predictions:    9514/  10000 (95.14%), best:    9514/10000 (95.14%), error:      1729.21448, best error:      1729.21448 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 49.2846221924s, input_fired_time: 0.4452261925, output_fired_time: 0.4115182161, propagate_forward_time: 18.6332893372, propagate_backward_time: 27.7726840973, weight_update_time: 0.1019604802, other_time: 2.0219058990
epoch time: 4.1369938850s, input_fired_time: 0.0556597263, output_fired_time: 0.0000000000, propagate_forward_time: 3.7146475315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666865826
validation[          , genome   796] predictions:    9485/  10000 (94.85%), best:    9514/10000 (95.14%), error:      1816.18054, best error:      1729.21448 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 49.3740882874s, input_fired_time: 0.4485817850, output_fired_time: 0.4159628749, propagate_forward_time: 18.6651782990, propagate_backward_time: 27.8058795929, weight_update_time: 0.1020352393, other_time: 2.0384864807
epoch time: 4.1588325500s, input_fired_time: 0.0546426699, output_fired_time: 0.0000000000, propagate_forward_time: 3.7416064739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625833988
validation[          , genome   796] predictions:    9471/  10000 (94.71%), best:    9514/10000 (95.14%), error:      1821.25012, best error:      1729.21448 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 49.4464950562s, input_fired_time: 0.4503136575, output_fired_time: 0.4122786820, propagate_forward_time: 18.7259712219, propagate_backward_time: 27.8200454712, weight_update_time: 0.1031287834, other_time: 2.0378875732
epoch time: 4.1941080093s, input_fired_time: 0.0559480488, output_fired_time: 0.0000000000, propagate_forward_time: 3.7706367970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675229549
validation[          , genome   796] predictions:    9489/  10000 (94.89%), best:    9514/10000 (95.14%), error:      1780.19385, best error:      1729.21448 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 49.2817611694s, input_fired_time: 0.4470257759, output_fired_time: 0.4120150208, propagate_forward_time: 18.6120300293, propagate_backward_time: 27.7903575897, weight_update_time: 0.1019211859, other_time: 2.0203342438
epoch time: 4.1795182228s, input_fired_time: 0.0558164716, output_fired_time: 0.0000000000, propagate_forward_time: 3.7546799183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690216541
validation[          , genome   796] predictions:    9458/  10000 (94.58%), best:    9514/10000 (95.14%), error:      1853.61304, best error:      1729.21448 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 49.3549728394s, input_fired_time: 0.4551274776, output_fired_time: 0.4137489796, propagate_forward_time: 18.6512584686, propagate_backward_time: 27.7592792511, weight_update_time: 0.1042884514, other_time: 2.0755577087
epoch time: 4.0826020241s, input_fired_time: 0.0567669049, output_fired_time: 0.0000000000, propagate_forward_time: 3.6567449570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690900803
validation[          , genome   796] predictions:    9504/  10000 (95.04%), best:    9514/10000 (95.14%), error:      1755.12622, best error:      1729.21448 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 49.2445716858s, input_fired_time: 0.4466390610, output_fired_time: 0.4147218466, propagate_forward_time: 18.6713962555, propagate_backward_time: 27.6931915283, weight_update_time: 0.1026144326, other_time: 2.0186214447
epoch time: 4.1545734406s, input_fired_time: 0.0553572699, output_fired_time: 0.0000000000, propagate_forward_time: 3.7330319881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661839962
validation[          , genome   796] predictions:    9472/  10000 (94.72%), best:    9514/10000 (95.14%), error:      1829.74890, best error:      1729.21448 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 49.1659202576s, input_fired_time: 0.4451645315, output_fired_time: 0.4098519385, propagate_forward_time: 18.5225353241, propagate_backward_time: 27.7808609009, weight_update_time: 0.1013154984, other_time: 2.0075092316
epoch time: 4.1149139404s, input_fired_time: 0.0558626056, output_fired_time: 0.0000000000, propagate_forward_time: 3.6917285919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673229218
validation[          , genome   796] predictions:    9506/  10000 (95.06%), best:    9506/10000 (95.06%), error:      1712.95593, best error:      1712.95593 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 49.4513931274s, input_fired_time: 0.4564099014, output_fired_time: 0.4181255698, propagate_forward_time: 18.7639389038, propagate_backward_time: 27.7352848053, weight_update_time: 0.1045597270, other_time: 2.0776348114
epoch time: 4.1777024269s, input_fired_time: 0.0559339374, output_fired_time: 0.0000000000, propagate_forward_time: 3.7488319874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729364872
validation[          , genome   796] predictions:    9485/  10000 (94.85%), best:    9506/10000 (95.06%), error:      1751.70618, best error:      1712.95593 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 49.3510856628s, input_fired_time: 0.4520661235, output_fired_time: 0.4116731882, propagate_forward_time: 18.6324138641, propagate_backward_time: 27.7694225311, weight_update_time: 0.1024692208, other_time: 2.0855102539
epoch time: 4.1664681435s, input_fired_time: 0.0575639531, output_fired_time: 0.0000000000, propagate_forward_time: 3.7315657139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773386478
validation[          , genome   796] predictions:    9446/  10000 (94.46%), best:    9506/10000 (95.06%), error:      1881.12439, best error:      1712.95593 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 49.2266464233s, input_fired_time: 0.4458293319, output_fired_time: 0.4111857414, propagate_forward_time: 18.5541934967, propagate_backward_time: 27.7962684631, weight_update_time: 0.1018827632, other_time: 2.0191707611
epoch time: 4.1682486534s, input_fired_time: 0.0558480918, output_fired_time: 0.0000000000, propagate_forward_time: 3.7479329109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644676208
validation[          , genome   796] predictions:    9507/  10000 (95.07%), best:    9506/10000 (95.06%), error:      1737.68591, best error:      1712.95593 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 49.4710235596s, input_fired_time: 0.4563961625, output_fired_time: 0.4153171778, propagate_forward_time: 18.7104701996, propagate_backward_time: 27.8053245544, weight_update_time: 0.1046207547, other_time: 2.0835132599
epoch time: 4.1906380653s, input_fired_time: 0.0563572608, output_fired_time: 0.0000000000, propagate_forward_time: 3.7610068321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732738495
validation[          , genome   796] predictions:    9506/  10000 (95.06%), best:    9506/10000 (95.06%), error:      1710.81531, best error:      1710.81531 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 49.4474143982s, input_fired_time: 0.4548606277, output_fired_time: 0.4167945981, propagate_forward_time: 18.7531070709, propagate_backward_time: 27.7625293732, weight_update_time: 0.1031368822, other_time: 2.0601234436
epoch time: 4.1929359436s, input_fired_time: 0.0562295355, output_fired_time: 0.0000000000, propagate_forward_time: 3.7604684830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762378693
validation[          , genome   796] predictions:    9509/  10000 (95.09%), best:    9506/10000 (95.06%), error:      1750.10730, best error:      1710.81531 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 49.3081169128s, input_fired_time: 0.4545779824, output_fired_time: 0.4106242061, propagate_forward_time: 18.5795135498, propagate_backward_time: 27.7889156342, weight_update_time: 0.1042811871, other_time: 2.0744838715
epoch time: 4.1908512115s, input_fired_time: 0.0569450073, output_fired_time: 0.0000000000, propagate_forward_time: 3.7576653957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762409687
validation[          , genome   796] predictions:    9473/  10000 (94.73%), best:    9506/10000 (95.06%), error:      1780.86926, best error:      1710.81531 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 49.4558639526s, input_fired_time: 0.4550436437, output_fired_time: 0.4140649736, propagate_forward_time: 18.6804885864, propagate_backward_time: 27.8466567993, weight_update_time: 0.1034994498, other_time: 2.0596084595
epoch time: 4.1700739861s, input_fired_time: 0.0559873134, output_fired_time: 0.0000000000, propagate_forward_time: 3.7422990799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717875481
validation[          , genome   796] predictions:    9505/  10000 (95.05%), best:    9506/10000 (95.06%), error:      1756.79590, best error:      1710.81531 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 49.3955001831s, input_fired_time: 0.4576013982, output_fired_time: 0.4131694436, propagate_forward_time: 18.6432266235, propagate_backward_time: 27.8029384613, weight_update_time: 0.1036011875, other_time: 2.0785655975
epoch time: 4.1337275505s, input_fired_time: 0.0572500154, output_fired_time: 0.0000000000, propagate_forward_time: 3.7037599087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727176189
validation[          , genome   796] predictions:    9477/  10000 (94.77%), best:    9506/10000 (95.06%), error:      1788.43848, best error:      1710.81531 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 49.3389549255s, input_fired_time: 0.4543161392, output_fired_time: 0.4158180356, propagate_forward_time: 18.6858730316, propagate_backward_time: 27.7575244904, weight_update_time: 0.1028040648, other_time: 2.0254249573
epoch time: 4.1116886139s, input_fired_time: 0.0554072820, output_fired_time: 0.0000000000, propagate_forward_time: 3.6933650970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629164696
validation[          , genome   796] predictions:    9502/  10000 (95.02%), best:    9502/10000 (95.02%), error:      1707.88074, best error:      1707.88074 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 49.4939231873s, input_fired_time: 0.4512654245, output_fired_time: 0.4159590602, propagate_forward_time: 18.7616348267, propagate_backward_time: 27.8412628174, weight_update_time: 0.1030334011, other_time: 2.0237998962
epoch time: 4.1808810234s, input_fired_time: 0.0566742159, output_fired_time: 0.0000000000, propagate_forward_time: 3.7560172081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681898117
validation[          , genome   796] predictions:    9514/  10000 (95.14%), best:    9514/10000 (95.14%), error:      1685.85681, best error:      1685.85681 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 49.4627532959s, input_fired_time: 0.4579311013, output_fired_time: 0.4147055745, propagate_forward_time: 18.6910495758, propagate_backward_time: 27.8185043335, weight_update_time: 0.1033396870, other_time: 2.0805606842
epoch time: 4.1819109917s, input_fired_time: 0.0561411083, output_fired_time: 0.0000000000, propagate_forward_time: 3.7537937164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719763756
validation[          , genome   796] predictions:    9518/  10000 (95.18%), best:    9518/10000 (95.18%), error:      1681.50342, best error:      1681.50342 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 49.4976844788s, input_fired_time: 0.4486721158, output_fired_time: 0.4145819843, propagate_forward_time: 18.7831077576, propagate_backward_time: 27.8344211578, weight_update_time: 0.1019723937, other_time: 2.0169010162
epoch time: 4.1954150200s, input_fired_time: 0.0565793663, output_fired_time: 0.0000000000, propagate_forward_time: 3.7709012032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679342270
validation[          , genome   796] predictions:    9481/  10000 (94.81%), best:    9518/10000 (95.18%), error:      1754.71143, best error:      1681.50342 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 49.1905288696s, input_fired_time: 0.4508045614, output_fired_time: 0.4141589999, propagate_forward_time: 18.6487426758, propagate_backward_time: 27.6592407227, weight_update_time: 0.1026794314, other_time: 2.0175819397
epoch time: 4.1543345451s, input_fired_time: 0.0564772822, output_fired_time: 0.0000000000, propagate_forward_time: 3.7290201187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688373566
validation[          , genome   796] predictions:    9506/  10000 (95.06%), best:    9518/10000 (95.18%), error:      1707.89514, best error:      1681.50342 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 49.3045616150s, input_fired_time: 0.4559029639, output_fired_time: 0.4103568196, propagate_forward_time: 18.6383476257, propagate_backward_time: 27.7518768311, weight_update_time: 0.1026948839, other_time: 2.0480766296
epoch time: 4.1330332756s, input_fired_time: 0.0572914556, output_fired_time: 0.0000000000, propagate_forward_time: 3.7017617226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739800453
validation[          , genome   796] predictions:    9523/  10000 (95.23%), best:    9523/10000 (95.23%), error:      1678.00549, best error:      1678.00549 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 49.4929504395s, input_fired_time: 0.4530743957, output_fired_time: 0.4184777141, propagate_forward_time: 18.7742614746, propagate_backward_time: 27.8252716064, weight_update_time: 0.1031300277, other_time: 2.0218658447
epoch time: 4.1777014732s, input_fired_time: 0.0566472858, output_fired_time: 0.0000000000, propagate_forward_time: 3.7532033920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678507805
validation[          , genome   796] predictions:    9525/  10000 (95.25%), best:    9523/10000 (95.23%), error:      1678.26685, best error:      1678.00549 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 49.1771240234s, input_fired_time: 0.4488083124, output_fired_time: 0.4101017118, propagate_forward_time: 18.5672073364, propagate_backward_time: 27.7379493713, weight_update_time: 0.1014646292, other_time: 2.0130577087
epoch time: 4.1562571526s, input_fired_time: 0.0563854612, output_fired_time: 0.0000000000, propagate_forward_time: 3.7314877510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683838844
validation[          , genome   796] predictions:    9517/  10000 (95.17%), best:    9523/10000 (95.23%), error:      1678.49902, best error:      1678.00549 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 49.3832397461s, input_fired_time: 0.4522058368, output_fired_time: 0.4148625731, propagate_forward_time: 18.6999835968, propagate_backward_time: 27.7838935852, weight_update_time: 0.1024598181, other_time: 2.0322933197
epoch time: 4.1605067253s, input_fired_time: 0.0561590455, output_fired_time: 0.0000000000, propagate_forward_time: 3.7313270569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730206490
validation[          , genome   796] predictions:    9459/  10000 (94.59%), best:    9523/10000 (95.23%), error:      1842.33301, best error:      1678.00549 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 49.3849754333s, input_fired_time: 0.4561457038, output_fired_time: 0.4091923833, propagate_forward_time: 18.6047782898, propagate_backward_time: 27.8441429138, weight_update_time: 0.1030415520, other_time: 2.0707168579
epoch time: 4.1761307716s, input_fired_time: 0.0564110875, output_fired_time: 0.0000000000, propagate_forward_time: 3.7523808479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673386574
validation[          , genome   796] predictions:    9487/  10000 (94.87%), best:    9523/10000 (95.23%), error:      1723.67053, best error:      1678.00549 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 49.5603675842s, input_fired_time: 0.4623845816, output_fired_time: 0.4171003699, propagate_forward_time: 18.7742080688, propagate_backward_time: 27.8290252686, weight_update_time: 0.1053068340, other_time: 2.0776519775
epoch time: 4.1900949478s, input_fired_time: 0.0569851995, output_fired_time: 0.0000000000, propagate_forward_time: 3.7601161003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729934692
validation[          , genome   796] predictions:    9499/  10000 (94.99%), best:    9523/10000 (95.23%), error:      1745.05688, best error:      1678.00549 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 49.2636451721s, input_fired_time: 0.4559499323, output_fired_time: 0.4149725735, propagate_forward_time: 18.5939350128, propagate_backward_time: 27.7486305237, weight_update_time: 0.1041466072, other_time: 2.0501537323
epoch time: 4.1128187180s, input_fired_time: 0.0561962277, output_fired_time: 0.0000000000, propagate_forward_time: 3.6897439957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668785095
validation[          , genome   796] predictions:    9527/  10000 (95.27%), best:    9523/10000 (95.23%), error:      1698.15576, best error:      1678.00549 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 49.4618034363s, input_fired_time: 0.4547864795, output_fired_time: 0.4140073657, propagate_forward_time: 18.7046470642, propagate_backward_time: 27.8471984863, weight_update_time: 0.1031740010, other_time: 2.0411605835
epoch time: 4.1936116219s, input_fired_time: 0.0571111552, output_fired_time: 0.0000000000, propagate_forward_time: 3.7703588009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661415577
validation[          , genome   796] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1651.88916, best error:      1651.88916 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 49.4632644653s, input_fired_time: 0.4516125619, output_fired_time: 0.4160496294, propagate_forward_time: 18.7837753296, propagate_backward_time: 27.7968254089, weight_update_time: 0.1029924974, other_time: 2.0149993896
epoch time: 4.1800432205s, input_fired_time: 0.0569078326, output_fired_time: 0.0000000000, propagate_forward_time: 3.7568354607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663001060
validation[          , genome   796] predictions:    9517/  10000 (95.17%), best:    9529/10000 (95.29%), error:      1654.06458, best error:      1651.88916 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 49.2170372009s, input_fired_time: 0.4562247694, output_fired_time: 0.4097752571, propagate_forward_time: 18.5102653503, propagate_backward_time: 27.7614116669, weight_update_time: 0.1033665687, other_time: 2.0793590546
epoch time: 4.1490764618s, input_fired_time: 0.0569962673, output_fired_time: 0.0000000000, propagate_forward_time: 3.7133343220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787457943
validation[          , genome   796] predictions:    9551/  10000 (95.51%), best:    9551/10000 (95.51%), error:      1631.07544, best error:      1631.07544 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 49.4485740662s, input_fired_time: 0.4601063728, output_fired_time: 0.4155628979, propagate_forward_time: 18.6132373810, propagate_backward_time: 27.8826293945, weight_update_time: 0.1040257365, other_time: 2.0770397186
epoch time: 4.1181249619s, input_fired_time: 0.0572495908, output_fired_time: 0.0000000000, propagate_forward_time: 3.6858079433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750674725
validation[          , genome   796] predictions:    9450/  10000 (94.50%), best:    9551/10000 (95.51%), error:      1821.80115, best error:      1631.07544 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 49.3764991760s, input_fired_time: 0.4558623433, output_fired_time: 0.4159824252, propagate_forward_time: 18.6870346069, propagate_backward_time: 27.7933235168, weight_update_time: 0.1024260893, other_time: 2.0242958069
epoch time: 4.1720533371s, input_fired_time: 0.0581935868, output_fired_time: 0.0000000000, propagate_forward_time: 3.7391734123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746862411
validation[          , genome   796] predictions:    9527/  10000 (95.27%), best:    9551/10000 (95.51%), error:      1668.48181, best error:      1631.07544 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 49.2015151978s, input_fired_time: 0.4582691789, output_fired_time: 0.4097405672, propagate_forward_time: 18.4494400024, propagate_backward_time: 27.8059234619, weight_update_time: 0.1030002236, other_time: 2.0781402588
epoch time: 4.1195673943s, input_fired_time: 0.0577920415, output_fired_time: 0.0000000000, propagate_forward_time: 3.6907193661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710558414
validation[          , genome   796] predictions:    9521/  10000 (95.21%), best:    9551/10000 (95.51%), error:      1700.96838, best error:      1631.07544 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 49.2953796387s, input_fired_time: 0.4569364190, output_fired_time: 0.4114072323, propagate_forward_time: 18.4832859039, propagate_backward_time: 27.8661804199, weight_update_time: 0.1030091941, other_time: 2.0775699615
epoch time: 4.1258530617s, input_fired_time: 0.0573200472, output_fired_time: 0.0000000000, propagate_forward_time: 3.6952979565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732349873
validation[          , genome   796] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1628.47583, best error:      1628.47583 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 49.4197540283s, input_fired_time: 0.4600033462, output_fired_time: 0.4167722464, propagate_forward_time: 18.6990699768, propagate_backward_time: 27.7686233521, weight_update_time: 0.1033120304, other_time: 2.0752868652
epoch time: 4.1752777100s, input_fired_time: 0.0580996014, output_fired_time: 0.0000000000, propagate_forward_time: 3.7413043976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758735657
validation[          , genome   796] predictions:    9519/  10000 (95.19%), best:    9548/10000 (95.48%), error:      1698.72705, best error:      1628.47583 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 49.5620422363s, input_fired_time: 0.4550465047, output_fired_time: 0.4118305147, propagate_forward_time: 18.5792598724, propagate_backward_time: 28.0949687958, weight_update_time: 0.1013654247, other_time: 2.0209350586
epoch time: 4.1214647293s, input_fired_time: 0.0563051403, output_fired_time: 0.0000000000, propagate_forward_time: 3.7001504898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650093079
validation[          , genome   796] predictions:    9516/  10000 (95.16%), best:    9548/10000 (95.48%), error:      1721.24109, best error:      1628.47583 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 49.4942283630s, input_fired_time: 0.4554345310, output_fired_time: 0.4159389436, propagate_forward_time: 18.8040599823, propagate_backward_time: 27.8021697998, weight_update_time: 0.1031253114, other_time: 2.0166263580
epoch time: 4.1857228279s, input_fired_time: 0.0564777069, output_fired_time: 0.0000000000, propagate_forward_time: 3.7621514797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670938015
validation[          , genome   796] predictions:    9538/  10000 (95.38%), best:    9548/10000 (95.48%), error:      1644.52100, best error:      1628.47583 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 49.2434692383s, input_fired_time: 0.4526949823, output_fired_time: 0.4136613309, propagate_forward_time: 18.6525306702, propagate_backward_time: 27.7102069855, weight_update_time: 0.1029061079, other_time: 2.0143756866
epoch time: 4.1504111290s, input_fired_time: 0.0576045252, output_fired_time: 0.0000000000, propagate_forward_time: 3.7278733253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649334908
validation[          , genome   796] predictions:    9539/  10000 (95.39%), best:    9548/10000 (95.48%), error:      1658.79480, best error:      1628.47583 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 49.4845123291s, input_fired_time: 0.4626401365, output_fired_time: 0.4151950479, propagate_forward_time: 18.6838798523, propagate_backward_time: 27.8409156799, weight_update_time: 0.1031077430, other_time: 2.0818824768
epoch time: 4.1259565353s, input_fired_time: 0.0575934313, output_fired_time: 0.0000000000, propagate_forward_time: 3.6956121922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727509975
validation[          , genome   796] predictions:    9528/  10000 (95.28%), best:    9548/10000 (95.48%), error:      1704.81238, best error:      1628.47583 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 49.5176506042s, input_fired_time: 0.4627908766, output_fired_time: 0.4155858755, propagate_forward_time: 18.6967029572, propagate_backward_time: 27.8629627228, weight_update_time: 0.1035515293, other_time: 2.0796089172
epoch time: 4.1870207787s, input_fired_time: 0.0585502274, output_fired_time: 0.0000000000, propagate_forward_time: 3.7539541721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745162487
validation[          , genome   796] predictions:    9544/  10000 (95.44%), best:    9548/10000 (95.48%), error:      1634.18835, best error:      1628.47583 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 49.3436012268s, input_fired_time: 0.4613398015, output_fired_time: 0.4081046581, propagate_forward_time: 18.5080013275, propagate_backward_time: 27.8891048431, weight_update_time: 0.1028249934, other_time: 2.0770530701
epoch time: 4.1247839928s, input_fired_time: 0.0578181408, output_fired_time: 0.0000000000, propagate_forward_time: 3.6903777122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765883446
validation[          , genome   796] predictions:    9527/  10000 (95.27%), best:    9548/10000 (95.48%), error:      1676.31250, best error:      1628.47583 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 49.1531295776s, input_fired_time: 0.4542229772, output_fired_time: 0.4096457958, propagate_forward_time: 18.5625190735, propagate_backward_time: 27.7158718109, weight_update_time: 0.1023872495, other_time: 2.0108699799
epoch time: 4.1259379387s, input_fired_time: 0.0569411628, output_fired_time: 0.0000000000, propagate_forward_time: 3.7012116909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677852154
validation[          , genome   796] predictions:    9528/  10000 (95.28%), best:    9548/10000 (95.48%), error:      1651.14014, best error:      1628.47583 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 49.2980918884s, input_fired_time: 0.4552563429, output_fired_time: 0.4135470986, propagate_forward_time: 18.6378364563, propagate_backward_time: 27.7631092072, weight_update_time: 0.1027297974, other_time: 2.0283412933
epoch time: 4.1553769112s, input_fired_time: 0.0573307239, output_fired_time: 0.0000000000, propagate_forward_time: 3.7296285629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684177399
validation[          , genome   796] predictions:    9526/  10000 (95.26%), best:    9548/10000 (95.48%), error:      1675.98816, best error:      1628.47583 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 49.4503669739s, input_fired_time: 0.4643704593, output_fired_time: 0.4140401483, propagate_forward_time: 18.6937294006, propagate_backward_time: 27.7955989838, weight_update_time: 0.1046735719, other_time: 2.0826282501
epoch time: 4.1801500320s, input_fired_time: 0.0577322468, output_fired_time: 0.0000000000, propagate_forward_time: 3.7492353916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731825352
validation[          , genome   796] predictions:    9537/  10000 (95.37%), best:    9548/10000 (95.48%), error:      1636.72009, best error:      1628.47583 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 49.6220550537s, input_fired_time: 0.4672829807, output_fired_time: 0.4169436693, propagate_forward_time: 18.7917175293, propagate_backward_time: 27.8613815308, weight_update_time: 0.1040723771, other_time: 2.0847320557
epoch time: 4.1886253357s, input_fired_time: 0.0590795130, output_fired_time: 0.0000000000, propagate_forward_time: 3.7559704781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735752106
validation[          , genome   796] predictions:    9514/  10000 (95.14%), best:    9548/10000 (95.48%), error:      1691.19287, best error:      1628.47583 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 49.1828575134s, input_fired_time: 0.4549466968, output_fired_time: 0.4099623859, propagate_forward_time: 18.5707321167, propagate_backward_time: 27.7276859283, weight_update_time: 0.1012783572, other_time: 2.0195293427
epoch time: 4.1329455376s, input_fired_time: 0.0571308173, output_fired_time: 0.0000000000, propagate_forward_time: 3.7092561722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665585518
validation[          , genome   796] predictions:    9516/  10000 (95.16%), best:    9548/10000 (95.48%), error:      1699.57288, best error:      1628.47583 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 49.2239379883s, input_fired_time: 0.4596017897, output_fired_time: 0.4119506478, propagate_forward_time: 18.5027770996, propagate_backward_time: 27.7951660156, weight_update_time: 0.1031411886, other_time: 2.0544433594
epoch time: 4.1054415703s, input_fired_time: 0.0573409945, output_fired_time: 0.0000000000, propagate_forward_time: 3.6830577850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650426865
validation[          , genome   796] predictions:    9539/  10000 (95.39%), best:    9548/10000 (95.48%), error:      1664.90198, best error:      1628.47583 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 49.4412422180s, input_fired_time: 0.4633732438, output_fired_time: 0.4143956006, propagate_forward_time: 18.6764411926, propagate_backward_time: 27.8063583374, weight_update_time: 0.1038352326, other_time: 2.0806732178
epoch time: 4.1573052406s, input_fired_time: 0.0591803193, output_fired_time: 0.0000000000, propagate_forward_time: 3.7245182991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736066818
validation[          , genome   796] predictions:    9537/  10000 (95.37%), best:    9548/10000 (95.48%), error:      1644.13611, best error:      1628.47583 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 49.3846206665s, input_fired_time: 0.4579167068, output_fired_time: 0.4150103033, propagate_forward_time: 18.6960544586, propagate_backward_time: 27.7837066650, weight_update_time: 0.1031625122, other_time: 2.0319347382
epoch time: 4.1194839478s, input_fired_time: 0.0574511811, output_fired_time: 0.0000000000, propagate_forward_time: 3.6945245266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675081730
validation[          , genome   796] predictions:    9544/  10000 (95.44%), best:    9544/10000 (95.44%), error:      1625.63074, best error:      1625.63074 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 49.2281532288s, input_fired_time: 0.4541214108, output_fired_time: 0.4096358120, propagate_forward_time: 18.5569801331, propagate_backward_time: 27.7993717194, weight_update_time: 0.1027100608, other_time: 2.0080432892
epoch time: 4.1129732132s, input_fired_time: 0.0573482588, output_fired_time: 0.0000000000, propagate_forward_time: 3.6894574165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661675453
validation[          , genome   796] predictions:    9537/  10000 (95.37%), best:    9544/10000 (95.44%), error:      1649.54846, best error:      1625.63074 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 49.4889488220s, input_fired_time: 0.4700333178, output_fired_time: 0.4171870649, propagate_forward_time: 18.7312660217, propagate_backward_time: 27.7866516113, weight_update_time: 0.1035187542, other_time: 2.0838127136
epoch time: 4.1871910095s, input_fired_time: 0.0581811778, output_fired_time: 0.0000000000, propagate_forward_time: 3.7517995834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772101402
validation[          , genome   796] predictions:    9504/  10000 (95.04%), best:    9544/10000 (95.44%), error:      1744.27429, best error:      1625.63074 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 49.1881408691s, input_fired_time: 0.4608886838, output_fired_time: 0.4116878211, propagate_forward_time: 18.5631790161, propagate_backward_time: 27.7068996429, weight_update_time: 0.1030283421, other_time: 2.0454883575
epoch time: 4.1543388367s, input_fired_time: 0.0572683550, output_fired_time: 0.0000000000, propagate_forward_time: 3.7316915989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653790951
validation[          , genome   796] predictions:    9512/  10000 (95.12%), best:    9544/10000 (95.44%), error:      1670.76990, best error:      1625.63074 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 49.3531646729s, input_fired_time: 0.4623429179, output_fired_time: 0.4121735096, propagate_forward_time: 18.6284313202, propagate_backward_time: 27.7759857178, weight_update_time: 0.1029134840, other_time: 2.0742321014
epoch time: 4.1905422211s, input_fired_time: 0.0586062297, output_fired_time: 0.0000000000, propagate_forward_time: 3.7573800087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745560646
validation[          , genome   796] predictions:    9516/  10000 (95.16%), best:    9544/10000 (95.44%), error:      1667.23730, best error:      1625.63074 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 49.3339118958s, input_fired_time: 0.4597353637, output_fired_time: 0.4150360823, propagate_forward_time: 18.6705608368, propagate_backward_time: 27.7637825012, weight_update_time: 0.1028420627, other_time: 2.0247974396
epoch time: 4.1288123131s, input_fired_time: 0.0587416068, output_fired_time: 0.0000000000, propagate_forward_time: 3.7024092674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676614761
validation[          , genome   796] predictions:    9533/  10000 (95.33%), best:    9544/10000 (95.44%), error:      1632.67358, best error:      1625.63074 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 49.5334091187s, input_fired_time: 0.4602797627, output_fired_time: 0.4148294926, propagate_forward_time: 18.7089118958, propagate_backward_time: 27.8899021149, weight_update_time: 0.1041000634, other_time: 2.0594844818
epoch time: 4.1710462570s, input_fired_time: 0.0579526648, output_fired_time: 0.0000000000, propagate_forward_time: 3.7380738258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750195503
validation[          , genome   796] predictions:    9520/  10000 (95.20%), best:    9544/10000 (95.44%), error:      1694.05542, best error:      1625.63074 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 49.3701591492s, input_fired_time: 0.4565860629, output_fired_time: 0.4153590500, propagate_forward_time: 18.6516342163, propagate_backward_time: 27.8329296112, weight_update_time: 0.1020138487, other_time: 2.0136508942
epoch time: 4.1145000458s, input_fired_time: 0.0585553981, output_fired_time: 0.0000000000, propagate_forward_time: 3.6842997074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716447353
validation[          , genome   796] predictions:    9532/  10000 (95.32%), best:    9544/10000 (95.44%), error:      1674.71973, best error:      1625.63074 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 49.2028770447s, input_fired_time: 0.4628010392, output_fired_time: 0.4088952839, propagate_forward_time: 18.4834442139, propagate_backward_time: 27.7781848907, weight_update_time: 0.1026203856, other_time: 2.0695514679
epoch time: 4.1137175560s, input_fired_time: 0.0593998581, output_fired_time: 0.0000000000, propagate_forward_time: 3.6836912632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706262112
validation[          , genome   796] predictions:    9536/  10000 (95.36%), best:    9544/10000 (95.44%), error:      1639.83118, best error:      1625.63074 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 49.3241043091s, input_fired_time: 0.4681539536, output_fired_time: 0.4109959602, propagate_forward_time: 18.6145954132, propagate_backward_time: 27.7515907288, weight_update_time: 0.1034204364, other_time: 2.0787677765
epoch time: 4.1219587326s, input_fired_time: 0.0589308478, output_fired_time: 0.0000000000, propagate_forward_time: 3.6912419796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717858791
validation[          , genome   796] predictions:    9535/  10000 (95.35%), best:    9535/10000 (95.35%), error:      1623.17920, best error:      1623.17920 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 49.2929382324s, input_fired_time: 0.4659993052, output_fired_time: 0.4142014980, propagate_forward_time: 18.6633892059, propagate_backward_time: 27.6729907990, weight_update_time: 0.1025358066, other_time: 2.0763587952
epoch time: 4.1365971565s, input_fired_time: 0.0585404448, output_fired_time: 0.0000000000, propagate_forward_time: 3.7073032856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707535267
validation[          , genome   796] predictions:    9520/  10000 (95.20%), best:    9535/10000 (95.35%), error:      1681.06091, best error:      1623.17920 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 49.2875633240s, input_fired_time: 0.4596109688, output_fired_time: 0.4146390557, propagate_forward_time: 18.6225490570, propagate_backward_time: 27.7642250061, weight_update_time: 0.1033991575, other_time: 2.0265407562
epoch time: 4.1065964699s, input_fired_time: 0.0587715432, output_fired_time: 0.0000000000, propagate_forward_time: 3.6827697754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650550842
validation[          , genome   796] predictions:    9525/  10000 (95.25%), best:    9535/10000 (95.35%), error:      1652.92444, best error:      1623.17920 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 49.4213829041s, input_fired_time: 0.4687565863, output_fired_time: 0.4124766290, propagate_forward_time: 18.6662158966, propagate_backward_time: 27.7989215851, weight_update_time: 0.1025935858, other_time: 2.0750122070
epoch time: 4.1795692444s, input_fired_time: 0.0589539446, output_fired_time: 0.0000000000, propagate_forward_time: 3.7463748455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742406368
validation[          , genome   796] predictions:    9543/  10000 (95.43%), best:    9535/10000 (95.35%), error:      1624.06665, best error:      1623.17920 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 49.2732582092s, input_fired_time: 0.4660306871, output_fired_time: 0.4126645625, propagate_forward_time: 18.5143890381, propagate_backward_time: 27.8052597046, weight_update_time: 0.1035890654, other_time: 2.0749130249
epoch time: 4.1459493637s, input_fired_time: 0.0579205789, output_fired_time: 0.0000000000, propagate_forward_time: 3.7243673801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636615276
validation[          , genome   796] predictions:    9532/  10000 (95.32%), best:    9532/10000 (95.32%), error:      1617.13330, best error:      1617.13330 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 49.4132232666s, input_fired_time: 0.4663341045, output_fired_time: 0.4123080373, propagate_forward_time: 18.6267719269, propagate_backward_time: 27.8263626099, weight_update_time: 0.1038635001, other_time: 2.0814456940
epoch time: 4.1521925926s, input_fired_time: 0.0589120500, output_fired_time: 0.0000000000, propagate_forward_time: 3.7228996754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703806400
validation[          , genome   796] predictions:    9544/  10000 (95.44%), best:    9532/10000 (95.32%), error:      1618.97302, best error:      1617.13330 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 49.5255355835s, input_fired_time: 0.4605183899, output_fired_time: 0.4162533283, propagate_forward_time: 18.7809638977, propagate_backward_time: 27.8458385468, weight_update_time: 0.1035606414, other_time: 2.0219631195
epoch time: 4.1773481369s, input_fired_time: 0.0581154414, output_fired_time: 0.0000000000, propagate_forward_time: 3.7504386902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687939644
validation[          , genome   796] predictions:    9518/  10000 (95.18%), best:    9532/10000 (95.32%), error:      1659.88831, best error:      1617.13330 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 49.3702163696s, input_fired_time: 0.4661403596, output_fired_time: 0.4115560651, propagate_forward_time: 18.6164608002, propagate_backward_time: 27.8015766144, weight_update_time: 0.1029664129, other_time: 2.0744819641
epoch time: 4.1749930382s, input_fired_time: 0.0595749915, output_fired_time: 0.0000000000, propagate_forward_time: 3.7391550541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762629032
validation[          , genome   796] predictions:    9533/  10000 (95.33%), best:    9532/10000 (95.32%), error:      1621.21533, best error:      1617.13330 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 49.3978157043s, input_fired_time: 0.4660126567, output_fired_time: 0.4133370519, propagate_forward_time: 18.5940990448, propagate_backward_time: 27.8450336456, weight_update_time: 0.1026319712, other_time: 2.0793342590
epoch time: 4.1868653297s, input_fired_time: 0.0591931194, output_fired_time: 0.0000000000, propagate_forward_time: 3.7539424896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737297058
validation[          , genome   796] predictions:    9514/  10000 (95.14%), best:    9532/10000 (95.32%), error:      1671.43860, best error:      1617.13330 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 49.2844924927s, input_fired_time: 0.4663226604, output_fired_time: 0.4108078778, propagate_forward_time: 18.5235900879, propagate_backward_time: 27.8133506775, weight_update_time: 0.1029834971, other_time: 2.0704193115
epoch time: 4.1498956680s, input_fired_time: 0.0586771369, output_fired_time: 0.0000000000, propagate_forward_time: 3.7192180157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720004559
validation[          , genome   796] predictions:    9517/  10000 (95.17%), best:    9532/10000 (95.32%), error:      1671.40552, best error:      1617.13330 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 49.4636764526s, input_fired_time: 0.4720330238, output_fired_time: 0.4156326950, propagate_forward_time: 18.7174510956, propagate_backward_time: 27.7833309174, weight_update_time: 0.1043538526, other_time: 2.0752258301
epoch time: 4.1896739006s, input_fired_time: 0.0598235838, output_fired_time: 0.0000000000, propagate_forward_time: 3.7562227249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736276627
validation[          , genome   796] predictions:    9478/  10000 (94.78%), best:    9532/10000 (95.32%), error:      1813.65918, best error:      1617.13330 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 49.3758125305s, input_fired_time: 0.4606019557, output_fired_time: 0.4165710211, propagate_forward_time: 18.7538890839, propagate_backward_time: 27.7286281586, weight_update_time: 0.1032304540, other_time: 2.0161209106
epoch time: 4.1805410385s, input_fired_time: 0.0580620058, output_fired_time: 0.0000000000, propagate_forward_time: 3.7557935715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666853905
validation[          , genome   796] predictions:    9533/  10000 (95.33%), best:    9532/10000 (95.32%), error:      1671.94226, best error:      1617.13330 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 49.2912216187s, input_fired_time: 0.4658433795, output_fired_time: 0.4083963633, propagate_forward_time: 18.4932746887, propagate_backward_time: 27.8476982117, weight_update_time: 0.1029172987, other_time: 2.0760078430
epoch time: 4.1135544777s, input_fired_time: 0.0591397099, output_fired_time: 0.0000000000, propagate_forward_time: 3.6826183796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717963696
validation[          , genome   796] predictions:    9531/  10000 (95.31%), best:    9532/10000 (95.32%), error:      1625.36633, best error:      1617.13330 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 49.3641433716s, input_fired_time: 0.4662291408, output_fired_time: 0.4112620056, propagate_forward_time: 18.6239643097, propagate_backward_time: 27.7926673889, weight_update_time: 0.1034841835, other_time: 2.0700206757
epoch time: 4.1753163338s, input_fired_time: 0.0587924458, output_fired_time: 0.0000000000, propagate_forward_time: 3.7407553196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757684231
validation[          , genome   796] predictions:    9544/  10000 (95.44%), best:    9532/10000 (95.32%), error:      1628.83435, best error:      1617.13330 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 49.2871856689s, input_fired_time: 0.4672826231, output_fired_time: 0.4107372165, propagate_forward_time: 18.5362415314, propagate_backward_time: 27.7979679108, weight_update_time: 0.1032517478, other_time: 2.0749588013
epoch time: 4.1463184357s, input_fired_time: 0.0592597574, output_fired_time: 0.0000000000, propagate_forward_time: 3.7136948109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733637333
validation[          , genome   796] predictions:    9534/  10000 (95.34%), best:    9532/10000 (95.32%), error:      1633.97229, best error:      1617.13330 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 49.3218460083s, input_fired_time: 0.4621846676, output_fired_time: 0.4131138921, propagate_forward_time: 18.6465244293, propagate_backward_time: 27.7814064026, weight_update_time: 0.1017192304, other_time: 2.0186176300
epoch time: 4.1583595276s, input_fired_time: 0.0592704229, output_fired_time: 0.0000000000, propagate_forward_time: 3.7267799377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723092079
validation[          , genome   796] predictions:    9513/  10000 (95.13%), best:    9532/10000 (95.32%), error:      1717.02332, best error:      1617.13330 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 49.2093582153s, input_fired_time: 0.4647774100, output_fired_time: 0.4095809460, propagate_forward_time: 18.4543495178, propagate_backward_time: 27.8163757324, weight_update_time: 0.1024738997, other_time: 2.0642738342
epoch time: 4.1337022781s, input_fired_time: 0.0580235794, output_fired_time: 0.0000000000, propagate_forward_time: 3.7101125717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655662537
validation[          , genome   796] predictions:    9556/  10000 (95.56%), best:    9556/10000 (95.56%), error:      1611.11853, best error:      1611.11853 on epoch:   100, 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: 20.7758216858s, input_fired_time: 0.2949652374, output_fired_time: 0.0000000000, propagate_forward_time: 18.5693931580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9114627838
best training[          , genome   796] predictions:   48393/  50000 (96.79%), best:    9556/10000 (95.56%), error:      5954.72998, best error:      1611.11853 on epoch:   100, 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: 4.1875905991s, input_fired_time: 0.0594946742, output_fired_time: 0.0000000000, propagate_forward_time: 3.7527558804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753402233
   testing[          , genome   796] predictions:    9579/  10000 (95.79%), best:    9556/10000 (95.56%), error:      1449.54065, best error:      1611.11853 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:39:32 (2528): called boinc_finish(0)

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