Nameexact_genome_1512568488_41_7101_0
Workunit2606813
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline15 Dec 2017, 8:22:51 UTC
Received8 Dec 2017, 15:46:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 55 min 29 sec
CPU time3 hours 54 min 27 sec
Validate stateValid
Credit1,837.22
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.95 MB
Peak swap size158.43 MB
Peak disk usage1.81 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
r_time: 0.5614709854
validation[          , genome  7101] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1054.53821, best error:      1054.53821 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 128.6348876953s, input_fired_time: 1.3383996487, output_fired_time: 1.1786464453, propagate_forward_time: 48.6697998047, propagate_backward_time: 74.3380661011, weight_update_time: 0.1442060322, other_time: 3.1099700928
epoch time: 10.3865222931s, input_fired_time: 0.1750732958, output_fired_time: 0.0000000000, propagate_forward_time: 9.6644563675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469923019
validation[          , genome  7101] predictions:    9651/  10000 (96.51%), best:    9658/10000 (96.58%), error:      1200.43005, best error:      1054.53821 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 126.5866470337s, input_fired_time: 1.3501365185, output_fired_time: 1.1810445786, propagate_forward_time: 47.7462882996, propagate_backward_time: 73.1827316284, weight_update_time: 0.1461259127, other_time: 3.1264419556
epoch time: 10.4889488220s, input_fired_time: 0.1843188703, output_fired_time: 0.0000000000, propagate_forward_time: 9.7425956726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620346069
validation[          , genome  7101] predictions:    9650/  10000 (96.50%), best:    9658/10000 (96.58%), error:      1138.86108, best error:      1054.53821 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 127.8047866821s, input_fired_time: 1.3589867353, output_fired_time: 1.1777427197, propagate_forward_time: 48.3560523987, propagate_backward_time: 73.7933120728, weight_update_time: 0.1505305171, other_time: 3.1186904907
epoch time: 10.3242006302s, input_fired_time: 0.1682871431, output_fired_time: 0.0000000000, propagate_forward_time: 9.6028556824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530576706
validation[          , genome  7101] predictions:    9680/  10000 (96.80%), best:    9658/10000 (96.58%), error:      1066.87170, best error:      1054.53821 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 128.3483276367s, input_fired_time: 1.3627796173, output_fired_time: 1.1950584650, propagate_forward_time: 48.4164581299, propagate_backward_time: 74.2711868286, weight_update_time: 0.1443018764, other_time: 3.1028442383
epoch time: 10.3393764496s, input_fired_time: 0.1712362468, output_fired_time: 0.0000000000, propagate_forward_time: 9.6293249130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388154984
validation[          , genome  7101] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       940.78204, best error:       940.78204 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 130.6232604980s, input_fired_time: 1.3588035107, output_fired_time: 1.1921631098, propagate_forward_time: 49.3086624146, propagate_backward_time: 75.6267471313, weight_update_time: 0.1459216028, other_time: 3.1368713379
epoch time: 10.4721984863s, input_fired_time: 0.1757647693, output_fired_time: 0.0000000000, propagate_forward_time: 9.7474498749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489835739
validation[          , genome  7101] predictions:    9487/  10000 (94.87%), best:    9712/10000 (97.12%), error:      1574.37317, best error:       940.78204 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 127.7936553955s, input_fired_time: 1.3309561014, output_fired_time: 1.1736208200, propagate_forward_time: 48.3056678772, propagate_backward_time: 73.9036636353, weight_update_time: 0.1449526846, other_time: 3.0797500610
epoch time: 10.5541858673s, input_fired_time: 0.1713417470, output_fired_time: 0.0000000000, propagate_forward_time: 9.8417634964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410804749
validation[          , genome  7101] predictions:    9700/  10000 (97.00%), best:    9712/10000 (97.12%), error:      1037.60352, best error:       940.78204 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 127.3500442505s, input_fired_time: 1.3460385799, output_fired_time: 1.1749333143, propagate_forward_time: 48.1349449158, propagate_backward_time: 73.6181640625, weight_update_time: 0.1469803005, other_time: 3.0759582520
epoch time: 10.4133310318s, input_fired_time: 0.1727386862, output_fired_time: 0.0000000000, propagate_forward_time: 9.6966714859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439205170
validation[          , genome  7101] predictions:    9565/  10000 (95.65%), best:    9712/10000 (97.12%), error:      1399.82593, best error:       940.78204 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 127.3194885254s, input_fired_time: 1.3423160315, output_fired_time: 1.1773728132, propagate_forward_time: 48.1771240234, propagate_backward_time: 73.5487899780, weight_update_time: 0.1479913890, other_time: 3.0738830566
epoch time: 10.2852020264s, input_fired_time: 0.1730696559, output_fired_time: 0.0000000000, propagate_forward_time: 9.5709142685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412178040
validation[          , genome  7101] predictions:    9663/  10000 (96.63%), best:    9712/10000 (97.12%), error:      1079.76941, best error:       940.78204 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 128.4767303467s, input_fired_time: 1.3535567522, output_fired_time: 1.1912355423, propagate_forward_time: 48.5360260010, propagate_backward_time: 74.2240524292, weight_update_time: 0.1542101055, other_time: 3.1718597412
epoch time: 10.5020771027s, input_fired_time: 0.1808553636, output_fired_time: 0.0000000000, propagate_forward_time: 9.7733325958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478887558
validation[          , genome  7101] predictions:    9698/  10000 (96.98%), best:    9712/10000 (97.12%), error:       944.65918, best error:       940.78204 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 127.5604553223s, input_fired_time: 1.3281315565, output_fired_time: 1.1757452488, propagate_forward_time: 48.2625503540, propagate_backward_time: 73.7702484131, weight_update_time: 0.1435962319, other_time: 3.0237808228
epoch time: 10.3690843582s, input_fired_time: 0.1697092801, output_fired_time: 0.0000000000, propagate_forward_time: 9.6599121094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394630432
validation[          , genome  7101] predictions:    9666/  10000 (96.66%), best:    9712/10000 (97.12%), error:      1060.28821, best error:       940.78204 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 127.8421783447s, input_fired_time: 1.3459804058, output_fired_time: 1.1834017038, propagate_forward_time: 48.3149261475, propagate_backward_time: 73.9245300293, weight_update_time: 0.1449463367, other_time: 3.0733413696
epoch time: 10.3089113235s, input_fired_time: 0.1758384258, output_fired_time: 0.0000000000, propagate_forward_time: 9.5918931961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411796570
validation[          , genome  7101] predictions:    9642/  10000 (96.42%), best:    9712/10000 (97.12%), error:      1199.17261, best error:       940.78204 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 128.3298034668s, input_fired_time: 1.3568338156, output_fired_time: 1.1838525534, propagate_forward_time: 48.5252647400, propagate_backward_time: 74.1275405884, weight_update_time: 0.1497453153, other_time: 3.1363143921
epoch time: 10.2937774658s, input_fired_time: 0.1750624925, output_fired_time: 0.0000000000, propagate_forward_time: 9.5725688934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461463928
validation[          , genome  7101] predictions:    9639/  10000 (96.39%), best:    9712/10000 (97.12%), error:      1101.01746, best error:       940.78204 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 127.4018707275s, input_fired_time: 1.3550783396, output_fired_time: 1.1899331808, propagate_forward_time: 48.1140365601, propagate_backward_time: 73.6123962402, weight_update_time: 0.1460394114, other_time: 3.1304244995
epoch time: 10.7660484314s, input_fired_time: 0.1826463640, output_fired_time: 0.0000000000, propagate_forward_time: 10.0249958038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5584058762
validation[          , genome  7101] predictions:    9696/  10000 (96.96%), best:    9712/10000 (97.12%), error:       995.46643, best error:       940.78204 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 129.5390167236s, input_fired_time: 1.3755847216, output_fired_time: 1.1963441372, propagate_forward_time: 48.9985389709, propagate_backward_time: 74.8713684082, weight_update_time: 0.1534733474, other_time: 3.0971832275
epoch time: 10.4935369492s, input_fired_time: 0.1704809666, output_fired_time: 0.0000000000, propagate_forward_time: 9.7865943909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364618301
validation[          , genome  7101] predictions:    9648/  10000 (96.48%), best:    9712/10000 (97.12%), error:      1116.58557, best error:       940.78204 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 128.2788696289s, input_fired_time: 1.3553857803, output_fired_time: 1.1995550394, propagate_forward_time: 48.4402008057, propagate_backward_time: 74.1742172241, weight_update_time: 0.1457083225, other_time: 3.1095123291
epoch time: 10.3958902359s, input_fired_time: 0.1701883525, output_fired_time: 0.0000000000, propagate_forward_time: 9.6898193359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358829498
validation[          , genome  7101] predictions:    9501/  10000 (95.01%), best:    9712/10000 (97.12%), error:      1684.00720, best error:       940.78204 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 126.5680694580s, input_fired_time: 1.3504931927, output_fired_time: 1.1698750257, propagate_forward_time: 47.7597503662, propagate_backward_time: 73.1719970703, weight_update_time: 0.1466753930, other_time: 3.1159515381
epoch time: 10.2925252914s, input_fired_time: 0.1770043373, output_fired_time: 0.0000000000, propagate_forward_time: 9.5677232742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477972031
validation[          , genome  7101] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       918.28845, best error:       918.28845 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 128.0564880371s, input_fired_time: 1.3488242626, output_fired_time: 1.1848403215, propagate_forward_time: 48.4297332764, propagate_backward_time: 74.0096740723, weight_update_time: 0.1477842033, other_time: 3.0834197998
epoch time: 10.6828527451s, input_fired_time: 0.1866667271, output_fired_time: 0.0000000000, propagate_forward_time: 9.9160442352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5801420212
validation[          , genome  7101] predictions:    9680/  10000 (96.80%), best:    9721/10000 (97.21%), error:      1051.52002, best error:       918.28845 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 130.0781707764s, input_fired_time: 1.3801435232, output_fired_time: 1.1827197075, propagate_forward_time: 49.1605186462, propagate_backward_time: 75.2305984497, weight_update_time: 0.1435687989, other_time: 3.1241989136
epoch time: 10.2938795090s, input_fired_time: 0.1765565574, output_fired_time: 0.0000000000, propagate_forward_time: 9.5736837387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436391830
validation[          , genome  7101] predictions:    9672/  10000 (96.72%), best:    9721/10000 (97.21%), error:      1060.10925, best error:       918.28845 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 129.2534790039s, input_fired_time: 1.3638561964, output_fired_time: 1.1956865788, propagate_forward_time: 48.7851486206, propagate_backward_time: 74.7712860107, weight_update_time: 0.1505231261, other_time: 3.1375045776
epoch time: 10.4105653763s, input_fired_time: 0.1737565398, output_fired_time: 0.0000000000, propagate_forward_time: 9.6786403656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581684113
validation[          , genome  7101] predictions:    9712/  10000 (97.12%), best:    9721/10000 (97.21%), error:      1002.43347, best error:       918.28845 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 128.1124267578s, input_fired_time: 1.3397461176, output_fired_time: 1.1989005804, propagate_forward_time: 48.3936882019, propagate_backward_time: 74.1423187256, weight_update_time: 0.1440165937, other_time: 3.0377807617
epoch time: 10.3785533905s, input_fired_time: 0.1714347452, output_fired_time: 0.0000000000, propagate_forward_time: 9.6685924530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385265350
validation[          , genome  7101] predictions:    9558/  10000 (95.58%), best:    9721/10000 (97.21%), error:      1361.68799, best error:       918.28845 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 128.8110656738s, input_fired_time: 1.3453912735, output_fired_time: 1.1933197975, propagate_forward_time: 48.8358421326, propagate_backward_time: 74.3648910522, weight_update_time: 0.1507386267, other_time: 3.0716171265
epoch time: 10.3815155029s, input_fired_time: 0.1717350334, output_fired_time: 0.0000000000, propagate_forward_time: 9.6745290756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352516174
validation[          , genome  7101] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       885.00067, best error:       885.00067 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 130.5683593750s, input_fired_time: 1.3650544882, output_fired_time: 1.2249752283, propagate_forward_time: 49.3654975891, propagate_backward_time: 75.4499588013, weight_update_time: 0.1428546607, other_time: 3.1628799438
epoch time: 10.3405618668s, input_fired_time: 0.1723541617, output_fired_time: 0.0000000000, propagate_forward_time: 9.6380624771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5301456451
validation[          , genome  7101] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       919.80719, best error:       885.00067 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 128.9175415039s, input_fired_time: 1.3673653603, output_fired_time: 1.1935945749, propagate_forward_time: 48.5740280151, propagate_backward_time: 74.6725616455, weight_update_time: 0.1456702650, other_time: 3.1099929810
epoch time: 10.4503030777s, input_fired_time: 0.1749006510, output_fired_time: 0.0000000000, propagate_forward_time: 9.7183246613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570774078
validation[          , genome  7101] predictions:    9692/  10000 (96.92%), best:    9736/10000 (97.36%), error:       985.19379, best error:       885.00067 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 127.8974380493s, input_fired_time: 1.3692953587, output_fired_time: 1.1673047543, propagate_forward_time: 48.2748985291, propagate_backward_time: 73.9308395386, weight_update_time: 0.1448326707, other_time: 3.1550979614
epoch time: 10.4611539841s, input_fired_time: 0.1746406555, output_fired_time: 0.0000000000, propagate_forward_time: 9.7396011353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469121933
validation[          , genome  7101] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       881.79156, best error:       881.79156 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 126.8751449585s, input_fired_time: 1.3526747227, output_fired_time: 1.1698660851, propagate_forward_time: 47.9439773560, propagate_backward_time: 73.3047485352, weight_update_time: 0.1452760845, other_time: 3.1038742065
epoch time: 10.3280315399s, input_fired_time: 0.1757357568, output_fired_time: 0.0000000000, propagate_forward_time: 9.5969104767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5553855896
validation[          , genome  7101] predictions:    9598/  10000 (95.98%), best:    9736/10000 (97.36%), error:      1313.16724, best error:       881.79156 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 128.2194213867s, input_fired_time: 1.3718931675, output_fired_time: 1.1852884293, propagate_forward_time: 48.5009841919, propagate_backward_time: 74.0605239868, weight_update_time: 0.1458076090, other_time: 3.1007308960
epoch time: 10.7036514282s, input_fired_time: 0.1867792308, output_fired_time: 0.0000000000, propagate_forward_time: 9.9639711380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529012680
validation[          , genome  7101] predictions:    9690/  10000 (96.90%), best:    9736/10000 (97.36%), error:      1014.97491, best error:       881.79156 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 128.5988769531s, input_fired_time: 1.3338711262, output_fired_time: 1.1976954937, propagate_forward_time: 48.6892929077, propagate_backward_time: 74.3146591187, weight_update_time: 0.1433472186, other_time: 3.0633621216
epoch time: 10.2973670959s, input_fired_time: 0.1744552404, output_fired_time: 0.0000000000, propagate_forward_time: 9.5874185562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354928970
validation[          , genome  7101] predictions:    9699/  10000 (96.99%), best:    9736/10000 (97.36%), error:       955.36792, best error:       881.79156 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 128.2328948975s, input_fired_time: 1.3314018250, output_fired_time: 1.1910310984, propagate_forward_time: 48.4659767151, propagate_backward_time: 74.1947631836, weight_update_time: 0.1421251893, other_time: 3.0497131348
epoch time: 10.3879356384s, input_fired_time: 0.1721260846, output_fired_time: 0.0000000000, propagate_forward_time: 9.6792297363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365800858
validation[          , genome  7101] predictions:    9731/  10000 (97.31%), best:    9736/10000 (97.36%), error:       899.72076, best error:       881.79156 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 127.9663238525s, input_fired_time: 1.3576326370, output_fired_time: 1.1803377867, propagate_forward_time: 48.4189376831, propagate_backward_time: 73.9268035889, weight_update_time: 0.1451517195, other_time: 3.0826110840
epoch time: 10.4014539719s, input_fired_time: 0.1747362912, output_fired_time: 0.0000000000, propagate_forward_time: 9.6723661423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543518066
validation[          , genome  7101] predictions:    9649/  10000 (96.49%), best:    9736/10000 (97.36%), error:      1113.72119, best error:       881.79156 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 127.6112136841s, input_fired_time: 1.3605276346, output_fired_time: 1.1835939884, propagate_forward_time: 48.2025222778, propagate_backward_time: 73.7411346436, weight_update_time: 0.1488378644, other_time: 3.1234359741
epoch time: 10.5920190811s, input_fired_time: 0.1810590923, output_fired_time: 0.0000000000, propagate_forward_time: 9.8612337112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5497264862
validation[          , genome  7101] predictions:    9684/  10000 (96.84%), best:    9736/10000 (97.36%), error:      1029.01428, best error:       881.79156 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 128.9537506104s, input_fired_time: 1.3555001020, output_fired_time: 1.2106230259, propagate_forward_time: 48.7832336426, propagate_backward_time: 74.4837493896, weight_update_time: 0.1441669017, other_time: 3.1206436157
epoch time: 10.3562402725s, input_fired_time: 0.1770954430, output_fired_time: 0.0000000000, propagate_forward_time: 9.6383752823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407695770
validation[          , genome  7101] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       858.15979, best error:       858.15979 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 127.8914566040s, input_fired_time: 1.3482198715, output_fired_time: 1.1779100895, propagate_forward_time: 48.3307991028, propagate_backward_time: 73.9438018799, weight_update_time: 0.1451958865, other_time: 3.0907287598
epoch time: 10.4703245163s, input_fired_time: 0.1734216213, output_fired_time: 0.0000000000, propagate_forward_time: 9.7625694275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343332291
validation[          , genome  7101] predictions:    9714/  10000 (97.14%), best:    9742/10000 (97.42%), error:       919.26697, best error:       858.15979 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 127.9512863159s, input_fired_time: 1.3517630100, output_fired_time: 1.1888906956, propagate_forward_time: 48.2838745117, propagate_backward_time: 74.0078201294, weight_update_time: 0.1458474100, other_time: 3.1189422607
epoch time: 10.4931211472s, input_fired_time: 0.1729285866, output_fired_time: 0.0000000000, propagate_forward_time: 9.7605142593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5596780777
validation[          , genome  7101] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       855.83478, best error:       855.83478 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 127.8325805664s, input_fired_time: 1.3548519611, output_fired_time: 1.1933021545, propagate_forward_time: 48.2830047607, propagate_backward_time: 73.9048385620, weight_update_time: 0.1452770978, other_time: 3.0965805054
epoch time: 10.5588827133s, input_fired_time: 0.1807908565, output_fired_time: 0.0000000000, propagate_forward_time: 9.8108520508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5672397614
validation[          , genome  7101] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       826.11279, best error:       826.11279 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 127.9012908936s, input_fired_time: 1.3556032181, output_fired_time: 1.1897463799, propagate_forward_time: 48.3483810425, propagate_backward_time: 73.8551559448, weight_update_time: 0.1460669190, other_time: 3.1524047852
epoch time: 10.3257627487s, input_fired_time: 0.1765356064, output_fired_time: 0.0000000000, propagate_forward_time: 9.6040954590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451316833
validation[          , genome  7101] predictions:    9677/  10000 (96.77%), best:    9745/10000 (97.45%), error:      1013.21893, best error:       826.11279 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 127.0900268555s, input_fired_time: 1.3566976786, output_fired_time: 1.1726032495, propagate_forward_time: 47.9908256531, propagate_backward_time: 73.4765167236, weight_update_time: 0.1447270960, other_time: 3.0933837891
epoch time: 10.3528633118s, input_fired_time: 0.1706533283, output_fired_time: 0.0000000000, propagate_forward_time: 9.6371135712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450963974
validation[          , genome  7101] predictions:    9716/  10000 (97.16%), best:    9745/10000 (97.45%), error:       915.47803, best error:       826.11279 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 128.8930664063s, input_fired_time: 1.3957556486, output_fired_time: 1.1996903419, propagate_forward_time: 48.7317276001, propagate_backward_time: 74.4663314819, weight_update_time: 0.1472117454, other_time: 3.0995635986
epoch time: 10.3925523758s, input_fired_time: 0.1721493751, output_fired_time: 0.0000000000, propagate_forward_time: 9.6783390045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420637131
validation[          , genome  7101] predictions:    9707/  10000 (97.07%), best:    9745/10000 (97.45%), error:       944.61011, best error:       826.11279 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 127.8369293213s, input_fired_time: 1.3742840290, output_fired_time: 1.1811156273, propagate_forward_time: 48.3574562073, propagate_backward_time: 73.7895660400, weight_update_time: 0.1470233947, other_time: 3.1345062256
epoch time: 10.4232473373s, input_fired_time: 0.1711452156, output_fired_time: 0.0000000000, propagate_forward_time: 9.7208166122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312852859
validation[          , genome  7101] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       886.60510, best error:       826.11279 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 128.3612365723s, input_fired_time: 1.3765530586, output_fired_time: 1.1929759979, propagate_forward_time: 48.4627227783, propagate_backward_time: 74.2072067261, weight_update_time: 0.1501303017, other_time: 3.1217727661
epoch time: 10.7583961487s, input_fired_time: 0.1835878491, output_fired_time: 0.0000000000, propagate_forward_time: 10.0137128830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610952377
validation[          , genome  7101] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       812.18854, best error:       812.18854 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 127.6523971558s, input_fired_time: 1.3513915539, output_fired_time: 1.1840413809, propagate_forward_time: 48.2445526123, propagate_backward_time: 73.7708969116, weight_update_time: 0.1468697041, other_time: 3.1015090942
epoch time: 10.4082031250s, input_fired_time: 0.1757881194, output_fired_time: 0.0000000000, propagate_forward_time: 9.6923789978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400362015
validation[          , genome  7101] predictions:    9715/  10000 (97.15%), best:    9740/10000 (97.40%), error:       923.56073, best error:       812.18854 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 127.7842712402s, input_fired_time: 1.3740274906, output_fired_time: 1.1869407892, propagate_forward_time: 48.4120864868, propagate_backward_time: 73.7560043335, weight_update_time: 0.1438984573, other_time: 3.0552062988
epoch time: 10.3671340942s, input_fired_time: 0.1805438101, output_fired_time: 0.0000000000, propagate_forward_time: 9.6476564407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389337540
validation[          , genome  7101] predictions:    9737/  10000 (97.37%), best:    9740/10000 (97.40%), error:       873.43384, best error:       812.18854 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 126.7892379761s, input_fired_time: 1.3569864035, output_fired_time: 1.1841943264, propagate_forward_time: 47.8730850220, propagate_backward_time: 73.2544708252, weight_update_time: 0.1459153146, other_time: 3.1204986572
epoch time: 10.4385452271s, input_fired_time: 0.1745656580, output_fired_time: 0.0000000000, propagate_forward_time: 9.7042665482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5597133636
validation[          , genome  7101] predictions:    9687/  10000 (96.87%), best:    9740/10000 (97.40%), error:      1034.00879, best error:       812.18854 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 129.2706909180s, input_fired_time: 1.3878763914, output_fired_time: 1.1919510365, propagate_forward_time: 48.6514053345, propagate_backward_time: 74.8621749878, weight_update_time: 0.1466026008, other_time: 3.1772842407
epoch time: 10.6749868393s, input_fired_time: 0.1883277595, output_fired_time: 0.0000000000, propagate_forward_time: 9.9249114990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617475510
validation[          , genome  7101] predictions:    9706/  10000 (97.06%), best:    9740/10000 (97.40%), error:       945.49823, best error:       812.18854 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 129.6896209717s, input_fired_time: 1.3773479462, output_fired_time: 1.2056826353, propagate_forward_time: 49.0780525208, propagate_backward_time: 74.9185333252, weight_update_time: 0.1440169811, other_time: 3.1100006104
epoch time: 10.3436679840s, input_fired_time: 0.1789432168, output_fired_time: 0.0000000000, propagate_forward_time: 9.6296863556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350379944
validation[          , genome  7101] predictions:    9671/  10000 (96.71%), best:    9740/10000 (97.40%), error:      1058.51660, best error:       812.18854 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 127.5480804443s, input_fired_time: 1.3654614687, output_fired_time: 1.1729615927, propagate_forward_time: 48.1949768066, propagate_backward_time: 73.7197570801, weight_update_time: 0.1446137726, other_time: 3.0949249268
epoch time: 10.4509363174s, input_fired_time: 0.1752630621, output_fired_time: 0.0000000000, propagate_forward_time: 9.7356138229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400590897
validation[          , genome  7101] predictions:    9696/  10000 (96.96%), best:    9740/10000 (97.40%), error:       973.50952, best error:       812.18854 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 127.8670043945s, input_fired_time: 1.3692668676, output_fired_time: 1.1965399981, propagate_forward_time: 48.2974395752, propagate_backward_time: 73.9061508179, weight_update_time: 0.1507065147, other_time: 3.0976028442
epoch time: 10.1573562622s, input_fired_time: 0.1730046719, output_fired_time: 0.0000000000, propagate_forward_time: 9.4524841309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318670273
validation[          , genome  7101] predictions:    9755/  10000 (97.55%), best:    9740/10000 (97.40%), error:       813.74188, best error:       812.18854 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 127.5993194580s, input_fired_time: 1.3761026859, output_fired_time: 1.1803435087, propagate_forward_time: 48.1785240173, propagate_backward_time: 73.7818374634, weight_update_time: 0.1511816084, other_time: 3.0825119019
epoch time: 10.3680849075s, input_fired_time: 0.1729743630, output_fired_time: 0.0000000000, propagate_forward_time: 9.6549444199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401659012
validation[          , genome  7101] predictions:    9723/  10000 (97.23%), best:    9740/10000 (97.40%), error:       860.26563, best error:       812.18854 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 128.3868713379s, input_fired_time: 1.3945577145, output_fired_time: 1.1836681366, propagate_forward_time: 48.4538192749, propagate_backward_time: 74.1908493042, weight_update_time: 0.1453720778, other_time: 3.1639785767
epoch time: 10.2527370453s, input_fired_time: 0.1770835519, output_fired_time: 0.0000000000, propagate_forward_time: 9.5315942764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440587997
validation[          , genome  7101] predictions:    9715/  10000 (97.15%), best:    9740/10000 (97.40%), error:       939.77576, best error:       812.18854 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 127.2108764648s, input_fired_time: 1.3685679436, output_fired_time: 1.1667611599, propagate_forward_time: 48.1048469543, propagate_backward_time: 73.4581909180, weight_update_time: 0.1486589015, other_time: 3.1125030518
epoch time: 10.7354764938s, input_fired_time: 0.1985833794, output_fired_time: 0.0000000000, propagate_forward_time: 9.9937725067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431203842
validation[          , genome  7101] predictions:    9721/  10000 (97.21%), best:    9740/10000 (97.40%), error:       884.84027, best error:       812.18854 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 127.9303436279s, input_fired_time: 1.3579064608, output_fired_time: 1.1939946413, propagate_forward_time: 48.3965187073, propagate_backward_time: 73.8810882568, weight_update_time: 0.1501352638, other_time: 3.1008300781
epoch time: 10.4432964325s, input_fired_time: 0.1724839360, output_fired_time: 0.0000000000, propagate_forward_time: 9.7128849030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579271317
validation[          , genome  7101] predictions:    9753/  10000 (97.53%), best:    9740/10000 (97.40%), error:       819.06232, best error:       812.18854 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 128.4933929443s, input_fired_time: 1.3905295134, output_fired_time: 1.1984282732, propagate_forward_time: 48.3327598572, propagate_backward_time: 74.3936920166, weight_update_time: 0.1525183469, other_time: 3.1779937744
epoch time: 10.4141921997s, input_fired_time: 0.1761652678, output_fired_time: 0.0000000000, propagate_forward_time: 9.6918926239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461339951
validation[          , genome  7101] predictions:    9712/  10000 (97.12%), best:    9740/10000 (97.40%), error:       920.35938, best error:       812.18854 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 130.1260528564s, input_fired_time: 1.3859840631, output_fired_time: 1.1971775293, propagate_forward_time: 49.3088340759, propagate_backward_time: 75.1252517700, weight_update_time: 0.1482676864, other_time: 3.1088027954
epoch time: 10.5997734070s, input_fired_time: 0.1744741648, output_fired_time: 0.0000000000, propagate_forward_time: 9.8815155029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437841415
validation[          , genome  7101] predictions:    9744/  10000 (97.44%), best:    9740/10000 (97.40%), error:       865.59894, best error:       812.18854 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 127.7254333496s, input_fired_time: 1.3606200218, output_fired_time: 1.1742848158, propagate_forward_time: 48.1504211426, propagate_backward_time: 73.8978347778, weight_update_time: 0.1461550891, other_time: 3.1422729492
epoch time: 10.3654689789s, input_fired_time: 0.1746581942, output_fired_time: 0.0000000000, propagate_forward_time: 9.6585083008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323028564
validation[          , genome  7101] predictions:    9669/  10000 (96.69%), best:    9740/10000 (97.40%), error:      1024.21179, best error:       812.18854 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 127.7109146118s, input_fired_time: 1.3756630421, output_fired_time: 1.1946094036, propagate_forward_time: 48.2989959717, propagate_backward_time: 73.7079162598, weight_update_time: 0.1466459036, other_time: 3.1337280273
epoch time: 10.3665895462s, input_fired_time: 0.1759615541, output_fired_time: 0.0000000000, propagate_forward_time: 9.6526060104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380220413
validation[          , genome  7101] predictions:    9706/  10000 (97.06%), best:    9740/10000 (97.40%), error:       920.92224, best error:       812.18854 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 127.8123016357s, input_fired_time: 1.3626257181, output_fired_time: 1.1820986271, propagate_forward_time: 48.2929916382, propagate_backward_time: 73.8850402832, weight_update_time: 0.1459508687, other_time: 3.0895462036
epoch time: 10.4827232361s, input_fired_time: 0.1770485342, output_fired_time: 0.0000000000, propagate_forward_time: 9.7536430359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520315170
validation[          , genome  7101] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       778.67670, best error:       778.67670 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 127.5525360107s, input_fired_time: 1.3737763166, output_fired_time: 1.1897282600, propagate_forward_time: 48.2463493347, propagate_backward_time: 73.6163330078, weight_update_time: 0.1466647238, other_time: 3.1263427734
epoch time: 10.6860542297s, input_fired_time: 0.1918508708, output_fired_time: 0.0000000000, propagate_forward_time: 9.9423255920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518779755
validation[          , genome  7101] predictions:    9708/  10000 (97.08%), best:    9759/10000 (97.59%), error:       927.62219, best error:       778.67670 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 128.2373962402s, input_fired_time: 1.3650727272, output_fired_time: 1.1784886122, propagate_forward_time: 48.4578247070, propagate_backward_time: 74.0972442627, weight_update_time: 0.1449666768, other_time: 3.1387634277
epoch time: 10.8773946762s, input_fired_time: 0.1939188093, output_fired_time: 0.0000000000, propagate_forward_time: 10.1034193039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5800561905
validation[          , genome  7101] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       890.77704, best error:       778.67670 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 128.8548431396s, input_fired_time: 1.3496485949, output_fired_time: 1.2040799856, propagate_forward_time: 48.7603302002, propagate_backward_time: 74.4841690063, weight_update_time: 0.1457027793, other_time: 3.0566177368
epoch time: 10.4617366791s, input_fired_time: 0.1832663417, output_fired_time: 0.0000000000, propagate_forward_time: 9.7356042862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428657532
validation[          , genome  7101] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       867.38794, best error:       778.67670 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 127.6637649536s, input_fired_time: 1.3581496477, output_fired_time: 1.1844536066, propagate_forward_time: 48.1982574463, propagate_backward_time: 73.8562393188, weight_update_time: 0.1440051198, other_time: 3.0666656494
epoch time: 10.4215621948s, input_fired_time: 0.1799759567, output_fired_time: 0.0000000000, propagate_forward_time: 9.7053680420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362186432
validation[          , genome  7101] predictions:    9735/  10000 (97.35%), best:    9759/10000 (97.59%), error:       837.03595, best error:       778.67670 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 128.2163238525s, input_fired_time: 1.3706271648, output_fired_time: 1.1822367907, propagate_forward_time: 48.4460563660, propagate_backward_time: 74.1440582275, weight_update_time: 0.1433342844, other_time: 3.0733489990
epoch time: 10.3713283539s, input_fired_time: 0.1739167720, output_fired_time: 0.0000000000, propagate_forward_time: 9.6609172821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364942551
validation[          , genome  7101] predictions:    9755/  10000 (97.55%), best:    9759/10000 (97.59%), error:       798.06366, best error:       778.67670 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 129.7002563477s, input_fired_time: 1.4058353901, output_fired_time: 1.1836930513, propagate_forward_time: 48.9726333618, propagate_backward_time: 75.0145721436, weight_update_time: 0.1533893943, other_time: 3.1235198975
epoch time: 10.2935228348s, input_fired_time: 0.1781001538, output_fired_time: 0.0000000000, propagate_forward_time: 9.5737638474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416584015
validation[          , genome  7101] predictions:    9733/  10000 (97.33%), best:    9759/10000 (97.59%), error:       865.45013, best error:       778.67670 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 127.7157440186s, input_fired_time: 1.3757592440, output_fired_time: 1.1808328629, propagate_forward_time: 48.2268486023, propagate_backward_time: 73.8214645386, weight_update_time: 0.1451329589, other_time: 3.1108322144
epoch time: 10.5087423325s, input_fired_time: 0.1787986159, output_fired_time: 0.0000000000, propagate_forward_time: 9.7938718796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360717773
validation[          , genome  7101] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       762.23828, best error:       762.23828 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 127.6927490234s, input_fired_time: 1.3597624302, output_fired_time: 1.1832901239, propagate_forward_time: 48.1722564697, propagate_backward_time: 73.8924179077, weight_update_time: 0.1502211541, other_time: 3.0850219727
epoch time: 10.3634042740s, input_fired_time: 0.1804127544, output_fired_time: 0.0000000000, propagate_forward_time: 9.6393871307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436048508
validation[          , genome  7101] predictions:    9757/  10000 (97.57%), best:    9761/10000 (97.61%), error:       800.46228, best error:       762.23828 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 127.0970916748s, input_fired_time: 1.3567247391, output_fired_time: 1.1713937521, propagate_forward_time: 48.0425567627, propagate_backward_time: 73.4108734131, weight_update_time: 0.1452333331, other_time: 3.1155395508
epoch time: 10.4390010834s, input_fired_time: 0.1842879653, output_fired_time: 0.0000000000, propagate_forward_time: 9.6815195084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5731935501
validation[          , genome  7101] predictions:    9686/  10000 (96.86%), best:    9761/10000 (97.61%), error:      1016.09875, best error:       762.23828 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 128.4985656738s, input_fired_time: 1.3650813103, output_fired_time: 1.1854807138, propagate_forward_time: 48.5706100464, propagate_backward_time: 74.2713241577, weight_update_time: 0.1450686306, other_time: 3.1060714722
epoch time: 10.4879341125s, input_fired_time: 0.1820668876, output_fired_time: 0.0000000000, propagate_forward_time: 9.7546072006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512599945
validation[          , genome  7101] predictions:    9717/  10000 (97.17%), best:    9761/10000 (97.61%), error:       957.65936, best error:       762.23828 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 127.5423660278s, input_fired_time: 1.3563467264, output_fired_time: 1.1901193857, propagate_forward_time: 48.1309700012, propagate_backward_time: 73.7415771484, weight_update_time: 0.1456297785, other_time: 3.1233520508
epoch time: 10.3667831421s, input_fired_time: 0.1733280867, output_fired_time: 0.0000000000, propagate_forward_time: 9.6549139023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5385408401
validation[          , genome  7101] predictions:    9740/  10000 (97.40%), best:    9761/10000 (97.61%), error:       814.85217, best error:       762.23828 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 128.5682067871s, input_fired_time: 1.3640174866, output_fired_time: 1.1785596609, propagate_forward_time: 48.6121597290, propagate_backward_time: 74.3269577026, weight_update_time: 0.1440282911, other_time: 3.0865173340
epoch time: 10.3753995895s, input_fired_time: 0.1781670153, output_fired_time: 0.0000000000, propagate_forward_time: 9.6616334915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355987549
validation[          , genome  7101] predictions:    9763/  10000 (97.63%), best:    9761/10000 (97.61%), error:       788.35864, best error:       762.23828 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 127.2151565552s, input_fired_time: 1.3803383112, output_fired_time: 1.1787379980, propagate_forward_time: 48.0373077393, propagate_backward_time: 73.4927902222, weight_update_time: 0.1466942430, other_time: 3.1259765625
epoch time: 10.3359317780s, input_fired_time: 0.1754853576, output_fired_time: 0.0000000000, propagate_forward_time: 9.6271543503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332918167
validation[          , genome  7101] predictions:    9732/  10000 (97.32%), best:    9761/10000 (97.61%), error:       872.47919, best error:       762.23828 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 129.5147247314s, input_fired_time: 1.3932265043, output_fired_time: 1.2047547102, propagate_forward_time: 48.9847946167, propagate_backward_time: 74.7824020386, weight_update_time: 0.1457239687, other_time: 3.1495513916
epoch time: 10.4379911423s, input_fired_time: 0.1775894463, output_fired_time: 0.0000000000, propagate_forward_time: 9.7035484314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5568532944
validation[          , genome  7101] predictions:    9755/  10000 (97.55%), best:    9761/10000 (97.61%), error:       820.01685, best error:       762.23828 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 127.7628936768s, input_fired_time: 1.3759250641, output_fired_time: 1.2039965391, propagate_forward_time: 48.2439918518, propagate_backward_time: 73.8551940918, weight_update_time: 0.1442925632, other_time: 3.0837860107
epoch time: 10.5044546127s, input_fired_time: 0.1756674796, output_fired_time: 0.0000000000, propagate_forward_time: 9.7759170532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528697968
validation[          , genome  7101] predictions:    9770/  10000 (97.70%), best:    9761/10000 (97.61%), error:       780.35278, best error:       762.23828 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 127.9273376465s, input_fired_time: 1.3528898954, output_fired_time: 1.1963853836, propagate_forward_time: 48.4105606079, propagate_backward_time: 73.8860778809, weight_update_time: 0.1443737149, other_time: 3.0814208984
epoch time: 10.4147920609s, input_fired_time: 0.1757164448, output_fired_time: 0.0000000000, propagate_forward_time: 9.6967372894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423383713
validation[          , genome  7101] predictions:    9708/  10000 (97.08%), best:    9761/10000 (97.61%), error:       911.22339, best error:       762.23828 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 128.4062194824s, input_fired_time: 1.3721597195, output_fired_time: 1.1867321730, propagate_forward_time: 48.5805282593, propagate_backward_time: 74.1356582642, weight_update_time: 0.1465586573, other_time: 3.1311416626
epoch time: 10.3263063431s, input_fired_time: 0.1733357459, output_fired_time: 0.0000000000, propagate_forward_time: 9.6172294617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357408524
validation[          , genome  7101] predictions:    9737/  10000 (97.37%), best:    9761/10000 (97.61%), error:       862.67987, best error:       762.23828 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 127.2774963379s, input_fired_time: 1.3546289206, output_fired_time: 1.1788543463, propagate_forward_time: 48.1453704834, propagate_backward_time: 73.5196762085, weight_update_time: 0.1450119168, other_time: 3.0789642334
epoch time: 10.3047132492s, input_fired_time: 0.1773179770, output_fired_time: 0.0000000000, propagate_forward_time: 9.5887880325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386075974
validation[          , genome  7101] predictions:    9726/  10000 (97.26%), best:    9761/10000 (97.61%), error:       897.48889, best error:       762.23828 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 128.5370025635s, input_fired_time: 1.3685883284, output_fired_time: 1.1931378841, propagate_forward_time: 48.5833740234, propagate_backward_time: 74.2614593506, weight_update_time: 0.1464271396, other_time: 3.1304397583
epoch time: 10.4427413940s, input_fired_time: 0.1890321225, output_fired_time: 0.0000000000, propagate_forward_time: 9.7058525085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478563309
validation[          , genome  7101] predictions:    9671/  10000 (96.71%), best:    9761/10000 (97.61%), error:      1064.99487, best error:       762.23828 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 127.0139694214s, input_fired_time: 1.3599622250, output_fired_time: 1.1703338623, propagate_forward_time: 48.0471343994, propagate_backward_time: 73.3640289307, weight_update_time: 0.1453435123, other_time: 3.0725097656
epoch time: 10.3873806000s, input_fired_time: 0.1755562127, output_fired_time: 0.0000000000, propagate_forward_time: 9.6746273041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371971130
validation[          , genome  7101] predictions:    9750/  10000 (97.50%), best:    9761/10000 (97.61%), error:       813.18774, best error:       762.23828 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 126.8461532593s, input_fired_time: 1.3731470108, output_fired_time: 1.1784852743, propagate_forward_time: 47.8828086853, propagate_backward_time: 73.2841796875, weight_update_time: 0.1472793370, other_time: 3.1275329590
epoch time: 10.3938570023s, input_fired_time: 0.1773847044, output_fired_time: 0.0000000000, propagate_forward_time: 9.6769666672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395059586
validation[          , genome  7101] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       745.32355, best error:       745.32355 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 128.0910186768s, input_fired_time: 1.3755052090, output_fired_time: 1.1812444925, propagate_forward_time: 48.4652481079, propagate_backward_time: 73.9508132935, weight_update_time: 0.1455087215, other_time: 3.1182098389
epoch time: 10.3637123108s, input_fired_time: 0.1746494621, output_fired_time: 0.0000000000, propagate_forward_time: 9.6543903351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346727371
validation[          , genome  7101] predictions:    9759/  10000 (97.59%), best:    9772/10000 (97.72%), error:       794.01270, best error:       745.32355 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 130.5266876221s, input_fired_time: 1.3895711899, output_fired_time: 1.2303334475, propagate_forward_time: 49.3130683899, propagate_backward_time: 75.4824218750, weight_update_time: 0.1444272548, other_time: 3.1112976074
epoch time: 10.3655624390s, input_fired_time: 0.1776138842, output_fired_time: 0.0000000000, propagate_forward_time: 9.6392469406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487012863
validation[          , genome  7101] predictions:    9759/  10000 (97.59%), best:    9772/10000 (97.72%), error:       771.19696, best error:       745.32355 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 127.3442230225s, input_fired_time: 1.3643815517, output_fired_time: 1.1783412695, propagate_forward_time: 48.1497459412, propagate_backward_time: 73.5664215088, weight_update_time: 0.1462564319, other_time: 3.0853271484
epoch time: 10.7407608032s, input_fired_time: 0.1991388798, output_fired_time: 0.0000000000, propagate_forward_time: 9.9641799927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774421692
validation[          , genome  7101] predictions:    9750/  10000 (97.50%), best:    9772/10000 (97.72%), error:       801.67242, best error:       745.32355 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 127.9520187378s, input_fired_time: 1.3799790144, output_fired_time: 1.2000713348, propagate_forward_time: 48.3624305725, propagate_backward_time: 73.8872375488, weight_update_time: 0.1474158913, other_time: 3.1222991943
epoch time: 10.3120498657s, input_fired_time: 0.1796889752, output_fired_time: 0.0000000000, propagate_forward_time: 9.5830535889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493068695
validation[          , genome  7101] predictions:    9750/  10000 (97.50%), best:    9772/10000 (97.72%), error:       806.60754, best error:       745.32355 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 128.6820526123s, input_fired_time: 1.3750563860, output_fired_time: 1.1899982691, propagate_forward_time: 48.6219825745, propagate_backward_time: 74.3806381226, weight_update_time: 0.1441437155, other_time: 3.1143875122
epoch time: 10.3485155106s, input_fired_time: 0.1738272905, output_fired_time: 0.0000000000, propagate_forward_time: 9.6299695969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447187424
validation[          , genome  7101] predictions:    9758/  10000 (97.58%), best:    9772/10000 (97.72%), error:       834.17480, best error:       745.32355 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 127.8562545776s, input_fired_time: 1.3856320381, output_fired_time: 1.1935999393, propagate_forward_time: 48.3421592712, propagate_backward_time: 73.8260116577, weight_update_time: 0.1526630968, other_time: 3.1088485718
epoch time: 10.7111845016s, input_fired_time: 0.1824087948, output_fired_time: 0.0000000000, propagate_forward_time: 9.9545345306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742416382
validation[          , genome  7101] predictions:    9756/  10000 (97.56%), best:    9772/10000 (97.72%), error:       836.10327, best error:       745.32355 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 127.6363601685s, input_fired_time: 1.3829511404, output_fired_time: 1.1665865183, propagate_forward_time: 48.3120574951, propagate_backward_time: 73.6689834595, weight_update_time: 0.1442683637, other_time: 3.1057815552
epoch time: 10.2589149475s, input_fired_time: 0.1782528609, output_fired_time: 0.0000000000, propagate_forward_time: 9.5389423370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5417194366
validation[          , genome  7101] predictions:    9743/  10000 (97.43%), best:    9772/10000 (97.72%), error:       867.89514, best error:       745.32355 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 127.1942520142s, input_fired_time: 1.3777441978, output_fired_time: 1.2049245834, propagate_forward_time: 48.0663528442, propagate_backward_time: 73.4101333618, weight_update_time: 0.1529687941, other_time: 3.1350936890
epoch time: 10.4032344818s, input_fired_time: 0.1758606583, output_fired_time: 0.0000000000, propagate_forward_time: 9.6899881363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373859406
validation[          , genome  7101] predictions:    9746/  10000 (97.46%), best:    9772/10000 (97.72%), error:       843.84961, best error:       745.32355 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 128.2242431641s, input_fired_time: 1.3828516006, output_fired_time: 1.1851958036, propagate_forward_time: 48.4095726013, propagate_backward_time: 74.1375579834, weight_update_time: 0.1511579156, other_time: 3.1090698242
epoch time: 10.4036035538s, input_fired_time: 0.1747348160, output_fired_time: 0.0000000000, propagate_forward_time: 9.6849880219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438804626
validation[          , genome  7101] predictions:    9763/  10000 (97.63%), best:    9772/10000 (97.72%), error:       781.67236, best error:       745.32355 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 126.9838180542s, input_fired_time: 1.3672007322, output_fired_time: 1.1718801260, propagate_forward_time: 47.9395065308, propagate_backward_time: 73.3870391846, weight_update_time: 0.1517366916, other_time: 3.1181869507
epoch time: 10.3635158539s, input_fired_time: 0.1817098707, output_fired_time: 0.0000000000, propagate_forward_time: 9.6348133087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469923019
validation[          , genome  7101] predictions:    9740/  10000 (97.40%), best:    9772/10000 (97.72%), error:       850.03223, best error:       745.32355 on epoch:    90, 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: 53.4928512573s, input_fired_time: 0.9026389718, output_fired_time: 0.0000000000, propagate_forward_time: 49.5927276611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9974861145
best training[          , genome  7101] predictions:   49572/  50000 (99.14%), best:    9772/10000 (97.72%), error:      1672.81616, best error:       745.32355 on epoch:    90, 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: 10.3547391891s, input_fired_time: 0.1764191538, output_fired_time: 0.0000000000, propagate_forward_time: 9.6346731186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436468124
   testing[          , genome  7101] predictions:    9776/  10000 (97.76%), best:    9772/10000 (97.72%), error:       728.70197, best error:       745.32355 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:37:34 (4688): called boinc_finish(0)

</stderr_txt>
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