Nameexact_genome_1512568488_45_2993_0
Workunit2586200
Created7 Dec 2017, 2:30:55 UTC
Sent7 Dec 2017, 2:33:21 UTC
Report deadline10 Dec 2017, 1:53:41 UTC
Received7 Dec 2017, 4:10:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 36 min 48 sec
CPU time1 hours 36 min 45 sec
Validate stateValid
Credit743.11
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.72 MB
Peak swap size150.49 MB
Peak disk usage0.91 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 52.9918899536s, input_fired_time: 0.4245228469, output_fired_time: 0.3032739162, propagate_forward_time: 20.6313114166, propagate_backward_time: 29.5666084290, weight_update_time: 0.0908154324, other_time: 2.0661754608
epoch time: 4.5501055717s, input_fired_time: 0.0471661426, output_fired_time: 0.0000000000, propagate_forward_time: 4.1279087067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750305176
validation[          , genome  2993] predictions:    9435/  10000 (94.35%), best:    9435/10000 (94.35%), error:      1894.87561, best error:      1894.87561 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.8492240906s, input_fired_time: 0.4211801291, output_fired_time: 0.2946829796, propagate_forward_time: 20.6648826599, propagate_backward_time: 29.4476966858, weight_update_time: 0.0902055278, other_time: 2.0207824707
epoch time: 4.5465307236s, input_fired_time: 0.0472891070, output_fired_time: 0.0000000000, propagate_forward_time: 4.1269083023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723335266
validation[          , genome  2993] predictions:    9439/  10000 (94.39%), best:    9435/10000 (94.35%), error:      1904.17334, best error:      1894.87561 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.0109901428s, input_fired_time: 0.4258920550, output_fired_time: 0.3031216264, propagate_forward_time: 20.6319694519, propagate_backward_time: 29.6058540344, weight_update_time: 0.0909279734, other_time: 2.0441513062
epoch time: 4.3566770554s, input_fired_time: 0.0451964997, output_fired_time: 0.0000000000, propagate_forward_time: 3.9486243725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628561497
validation[          , genome  2993] predictions:    9427/  10000 (94.27%), best:    9435/10000 (94.35%), error:      1972.21094, best error:      1894.87561 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 53.5755844116s, input_fired_time: 0.4315873086, output_fired_time: 0.3075084686, propagate_forward_time: 20.8036518097, propagate_backward_time: 29.9335498810, weight_update_time: 0.0919256583, other_time: 2.0992870331
epoch time: 4.5593605042s, input_fired_time: 0.0473122485, output_fired_time: 0.0000000000, propagate_forward_time: 4.1378402710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742079735
validation[          , genome  2993] predictions:    9448/  10000 (94.48%), best:    9448/10000 (94.48%), error:      1870.03931, best error:      1870.03931 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 53.1647071838s, input_fired_time: 0.4283770919, output_fired_time: 0.3039070964, propagate_forward_time: 20.6789989471, propagate_backward_time: 29.6940574646, weight_update_time: 0.0909819305, other_time: 2.0593700409
epoch time: 4.5675644875s, input_fired_time: 0.0476647280, output_fired_time: 0.0000000000, propagate_forward_time: 4.1441402435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3757596016
validation[          , genome  2993] predictions:    9448/  10000 (94.48%), best:    9448/10000 (94.48%), error:      1887.92273, best error:      1870.03931 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.2456321716s, input_fired_time: 0.4283819199, output_fired_time: 0.3046062589, propagate_forward_time: 20.7390422821, propagate_backward_time: 29.7369403839, weight_update_time: 0.0908556134, other_time: 2.0366592407
epoch time: 4.5660018921s, input_fired_time: 0.0474302843, output_fired_time: 0.0000000000, propagate_forward_time: 4.1426539421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759174347
validation[          , genome  2993] predictions:    9365/  10000 (93.65%), best:    9448/10000 (94.48%), error:      2147.72583, best error:      1870.03931 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 53.2497367859s, input_fired_time: 0.4272944927, output_fired_time: 0.3051782846, propagate_forward_time: 20.7316608429, propagate_backward_time: 29.7492675781, weight_update_time: 0.0905453563, other_time: 2.0363330841
epoch time: 4.5667395592s, input_fired_time: 0.0475282036, output_fired_time: 0.0000000000, propagate_forward_time: 4.1446127892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745985031
validation[          , genome  2993] predictions:    9446/  10000 (94.46%), best:    9448/10000 (94.48%), error:      1885.63184, best error:      1870.03931 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.2326240540s, input_fired_time: 0.4264455736, output_fired_time: 0.3046748042, propagate_forward_time: 20.7101268768, propagate_backward_time: 29.7534580231, weight_update_time: 0.0907842293, other_time: 2.0379180908
epoch time: 4.5651836395s, input_fired_time: 0.0473925769, output_fired_time: 0.0000000000, propagate_forward_time: 4.1424078941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753833771
validation[          , genome  2993] predictions:    9462/  10000 (94.62%), best:    9462/10000 (94.62%), error:      1842.85803, best error:      1842.85803 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.9059906006s, input_fired_time: 0.4256143868, output_fired_time: 0.3011585474, propagate_forward_time: 20.6149845123, propagate_backward_time: 29.5313949585, weight_update_time: 0.0909337699, other_time: 2.0328388214
epoch time: 4.5411190987s, input_fired_time: 0.0473754294, output_fired_time: 0.0000000000, propagate_forward_time: 4.1187872887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749566078
validation[          , genome  2993] predictions:    9473/  10000 (94.73%), best:    9473/10000 (94.73%), error:      1834.50439, best error:      1834.50439 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.9162979126s, input_fired_time: 0.4282224476, output_fired_time: 0.3036698103, propagate_forward_time: 20.6121234894, propagate_backward_time: 29.5364265442, weight_update_time: 0.0909275860, other_time: 2.0358562469
epoch time: 4.5428118706s, input_fired_time: 0.0472541749, output_fired_time: 0.0000000000, propagate_forward_time: 4.1204447746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751130104
validation[          , genome  2993] predictions:    9467/  10000 (94.67%), best:    9467/10000 (94.67%), error:      1812.01978, best error:      1812.01978 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.8702697754s, input_fired_time: 0.4265137315, output_fired_time: 0.3035166562, propagate_forward_time: 20.5967292786, propagate_backward_time: 29.5100860596, weight_update_time: 0.0909952894, other_time: 2.0334243774
epoch time: 4.5079045296s, input_fired_time: 0.0465954021, output_fired_time: 0.0000000000, propagate_forward_time: 4.0895438194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717651367
validation[          , genome  2993] predictions:    9477/  10000 (94.77%), best:    9477/10000 (94.77%), error:      1793.33337, best error:      1793.33337 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.3614921570s, input_fired_time: 0.4274452031, output_fired_time: 0.3057966232, propagate_forward_time: 20.6619625092, propagate_backward_time: 29.9249629974, weight_update_time: 0.0913905874, other_time: 2.0413246155
epoch time: 4.5545530319s, input_fired_time: 0.0478866324, output_fired_time: 0.0000000000, propagate_forward_time: 4.1285204887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781456947
validation[          , genome  2993] predictions:    9466/  10000 (94.66%), best:    9477/10000 (94.77%), error:      1883.33813, best error:      1793.33337 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 53.3417434692s, input_fired_time: 0.4281617403, output_fired_time: 0.3042020202, propagate_forward_time: 20.6404590607, propagate_backward_time: 29.9237060547, weight_update_time: 0.0916423649, other_time: 2.0452136993
epoch time: 4.5573925972s, input_fired_time: 0.0478841066, output_fired_time: 0.0000000000, propagate_forward_time: 4.1322927475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772158623
validation[          , genome  2993] predictions:    9443/  10000 (94.43%), best:    9477/10000 (94.77%), error:      1855.73975, best error:      1793.33337 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 53.1182250977s, input_fired_time: 0.4285168052, output_fired_time: 0.3042025864, propagate_forward_time: 20.6079883575, propagate_backward_time: 29.7383785248, weight_update_time: 0.0910670534, other_time: 2.0391387939
epoch time: 4.5479907990s, input_fired_time: 0.0475839227, output_fired_time: 0.0000000000, propagate_forward_time: 4.1289849281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714218140
validation[          , genome  2993] predictions:    9475/  10000 (94.75%), best:    9475/10000 (94.75%), error:      1743.11267, best error:      1743.11267 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 53.0506820679s, input_fired_time: 0.4281240404, output_fired_time: 0.3048389554, propagate_forward_time: 20.6396083832, propagate_backward_time: 29.6391773224, weight_update_time: 0.0909896940, other_time: 2.0389328003
epoch time: 4.5478982925s, input_fired_time: 0.0475539267, output_fired_time: 0.0000000000, propagate_forward_time: 4.1270942688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732500076
validation[          , genome  2993] predictions:    9435/  10000 (94.35%), best:    9475/10000 (94.75%), error:      1888.18103, best error:      1743.11267 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.9059371948s, input_fired_time: 0.4240800738, output_fired_time: 0.2966346145, propagate_forward_time: 20.6581840515, propagate_backward_time: 29.5032444000, weight_update_time: 0.0906854495, other_time: 2.0237941742
epoch time: 4.5443205833s, input_fired_time: 0.0475022458, output_fired_time: 0.0000000000, propagate_forward_time: 4.1231169701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737015724
validation[          , genome  2993] predictions:    9489/  10000 (94.89%), best:    9475/10000 (94.75%), error:      1761.66492, best error:      1743.11267 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.9332427979s, input_fired_time: 0.4277425110, output_fired_time: 0.3027780652, propagate_forward_time: 20.6169052124, propagate_backward_time: 29.5540218353, weight_update_time: 0.0905948058, other_time: 2.0317974091
epoch time: 4.5445227623s, input_fired_time: 0.0477941670, output_fired_time: 0.0000000000, propagate_forward_time: 4.1239371300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727912903
validation[          , genome  2993] predictions:    9472/  10000 (94.72%), best:    9475/10000 (94.75%), error:      1829.92041, best error:      1743.11267 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.9742927551s, input_fired_time: 0.4282258451, output_fired_time: 0.3030523062, propagate_forward_time: 20.6338138580, propagate_backward_time: 29.5776481628, weight_update_time: 0.0910598040, other_time: 2.0315532684
epoch time: 4.5875134468s, input_fired_time: 0.0508761965, output_fired_time: 0.0000000000, propagate_forward_time: 4.1557021141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809351921
validation[          , genome  2993] predictions:    9490/  10000 (94.90%), best:    9475/10000 (94.75%), error:      1745.24500, best error:      1743.11267 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 53.2839508057s, input_fired_time: 0.4317328930, output_fired_time: 0.3039299846, propagate_forward_time: 20.6805591583, propagate_backward_time: 29.8070888519, weight_update_time: 0.0911434963, other_time: 2.0606422424
epoch time: 4.5480217934s, input_fired_time: 0.0478705205, output_fired_time: 0.0000000000, propagate_forward_time: 4.1207423210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794088364
validation[          , genome  2993] predictions:    9475/  10000 (94.75%), best:    9475/10000 (94.75%), error:      1797.21143, best error:      1743.11267 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.1634368896s, input_fired_time: 0.4283407629, output_fired_time: 0.3013452590, propagate_forward_time: 20.5984020233, propagate_backward_time: 29.7828960419, weight_update_time: 0.0906679034, other_time: 2.0524520874
epoch time: 4.5481123924s, input_fired_time: 0.0480124578, output_fired_time: 0.0000000000, propagate_forward_time: 4.1203541756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797459602
validation[          , genome  2993] predictions:    9499/  10000 (94.99%), best:    9499/10000 (94.99%), error:      1736.25525, best error:      1736.25525 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.3865203857s, input_fired_time: 0.4332975745, output_fired_time: 0.3076587021, propagate_forward_time: 20.7409152985, propagate_backward_time: 29.8528690338, weight_update_time: 0.0918201134, other_time: 2.0517807007
epoch time: 4.5632972717s, input_fired_time: 0.0479436927, output_fired_time: 0.0000000000, propagate_forward_time: 4.1377153397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776383400
validation[          , genome  2993] predictions:    9481/  10000 (94.81%), best:    9499/10000 (94.99%), error:      1738.42090, best error:      1736.25525 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.0505599976s, input_fired_time: 0.4305154979, output_fired_time: 0.3034082651, propagate_forward_time: 20.6276206970, propagate_backward_time: 29.6243133545, weight_update_time: 0.0908883065, other_time: 2.0647010803
epoch time: 4.5508999825s, input_fired_time: 0.0480529740, output_fired_time: 0.0000000000, propagate_forward_time: 4.1269917488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758554459
validation[          , genome  2993] predictions:    9502/  10000 (95.02%), best:    9499/10000 (94.99%), error:      1741.22363, best error:      1736.25525 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.9749374390s, input_fired_time: 0.4302574396, output_fired_time: 0.3029309511, propagate_forward_time: 20.6175327301, propagate_backward_time: 29.5675029755, weight_update_time: 0.0909323394, other_time: 2.0567131042
epoch time: 4.5479865074s, input_fired_time: 0.0484854281, output_fired_time: 0.0000000000, propagate_forward_time: 4.1241130829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753881454
validation[          , genome  2993] predictions:    9486/  10000 (94.86%), best:    9499/10000 (94.99%), error:      1796.55127, best error:      1736.25525 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.9484596252s, input_fired_time: 0.4274190366, output_fired_time: 0.2997186780, propagate_forward_time: 20.6647205353, propagate_backward_time: 29.5304698944, weight_update_time: 0.0908107236, other_time: 2.0261344910
epoch time: 4.5607514381s, input_fired_time: 0.0482202657, output_fired_time: 0.0000000000, propagate_forward_time: 4.1449003220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676309586
validation[          , genome  2993] predictions:    9469/  10000 (94.69%), best:    9499/10000 (94.99%), error:      1815.60535, best error:      1736.25525 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 53.0065269470s, input_fired_time: 0.4282071292, output_fired_time: 0.2989470661, propagate_forward_time: 20.6902256012, propagate_backward_time: 29.5603141785, weight_update_time: 0.0907351002, other_time: 2.0288333893
epoch time: 4.5677332878s, input_fired_time: 0.0480977260, output_fired_time: 0.0000000000, propagate_forward_time: 4.1449561119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746795654
validation[          , genome  2993] predictions:    9406/  10000 (94.06%), best:    9499/10000 (94.99%), error:      2021.13611, best error:      1736.25525 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 53.2186393738s, input_fired_time: 0.4308931828, output_fired_time: 0.3044880033, propagate_forward_time: 20.7266998291, propagate_backward_time: 29.7207431793, weight_update_time: 0.0909147561, other_time: 2.0358142853
epoch time: 4.5662808418s, input_fired_time: 0.0482386947, output_fired_time: 0.0000000000, propagate_forward_time: 4.1422004700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758416176
validation[          , genome  2993] predictions:    9466/  10000 (94.66%), best:    9499/10000 (94.99%), error:      1832.47107, best error:      1736.25525 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 53.3476219177s, input_fired_time: 0.4331810474, output_fired_time: 0.3085371852, propagate_forward_time: 20.7424869537, propagate_backward_time: 29.7966308594, weight_update_time: 0.0944753364, other_time: 2.0667858124
epoch time: 4.4305047989s, input_fired_time: 0.0471745804, output_fired_time: 0.0000000000, propagate_forward_time: 4.0138206482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695096970
validation[          , genome  2993] predictions:    9439/  10000 (94.39%), best:    9499/10000 (94.99%), error:      1932.43909, best error:      1736.25525 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.2131271362s, input_fired_time: 0.4354842305, output_fired_time: 0.3055405021, propagate_forward_time: 20.7167587280, propagate_backward_time: 29.6915149689, weight_update_time: 0.0909654498, other_time: 2.0638256073
epoch time: 4.5666751862s, input_fired_time: 0.0483179018, output_fired_time: 0.0000000000, propagate_forward_time: 4.1430168152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753404617
validation[          , genome  2993] predictions:    9481/  10000 (94.81%), best:    9499/10000 (94.99%), error:      1765.21301, best error:      1736.25525 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.2206153870s, input_fired_time: 0.4309076369, output_fired_time: 0.3048207164, propagate_forward_time: 20.7300548553, propagate_backward_time: 29.7151985168, weight_update_time: 0.0909659415, other_time: 2.0396327972
epoch time: 4.5664644241s, input_fired_time: 0.0482962988, output_fired_time: 0.0000000000, propagate_forward_time: 4.1432228088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749451637
validation[          , genome  2993] predictions:    9518/  10000 (95.18%), best:    9518/10000 (95.18%), error:      1696.36072, best error:      1696.36072 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.2090835571s, input_fired_time: 0.4311965406, output_fired_time: 0.3049579561, propagate_forward_time: 20.7232685089, propagate_backward_time: 29.7107582092, weight_update_time: 0.0912087709, other_time: 2.0389003754
epoch time: 4.4525589943s, input_fired_time: 0.0474247001, output_fired_time: 0.0000000000, propagate_forward_time: 4.0371799469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679542542
validation[          , genome  2993] predictions:    9509/  10000 (95.09%), best:    9518/10000 (95.18%), error:      1710.22363, best error:      1696.36072 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.9951171875s, input_fired_time: 0.4313079417, output_fired_time: 0.3033743799, propagate_forward_time: 20.6456813812, propagate_backward_time: 29.5822448730, weight_update_time: 0.0910168812, other_time: 2.0325069427
epoch time: 4.5473647118s, input_fired_time: 0.0481405221, output_fired_time: 0.0000000000, propagate_forward_time: 4.1250195503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742046356
validation[          , genome  2993] predictions:    9461/  10000 (94.61%), best:    9518/10000 (95.18%), error:      1809.64795, best error:      1696.36072 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.0346107483s, input_fired_time: 0.4297443628, output_fired_time: 0.3038082421, propagate_forward_time: 20.6555671692, propagate_backward_time: 29.6154556274, weight_update_time: 0.0905454084, other_time: 2.0300331116
epoch time: 4.5574140549s, input_fired_time: 0.0483915247, output_fired_time: 0.0000000000, propagate_forward_time: 4.1347174644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743052483
validation[          , genome  2993] predictions:    9526/  10000 (95.26%), best:    9526/10000 (95.26%), error:      1671.11902, best error:      1671.11902 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 53.1103820801s, input_fired_time: 0.4322443902, output_fired_time: 0.3037342429, propagate_forward_time: 20.6766681671, propagate_backward_time: 29.6657657623, weight_update_time: 0.0909342915, other_time: 2.0319709778
epoch time: 4.5560817719s, input_fired_time: 0.0482802428, output_fired_time: 0.0000000000, propagate_forward_time: 4.1334977150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743038177
validation[          , genome  2993] predictions:    9483/  10000 (94.83%), best:    9526/10000 (95.26%), error:      1800.94153, best error:      1671.11902 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.1127548218s, input_fired_time: 0.4314067066, output_fired_time: 0.3044503033, propagate_forward_time: 20.6791973114, propagate_backward_time: 29.6652374268, weight_update_time: 0.0907610580, other_time: 2.0324611664
epoch time: 4.5573558807s, input_fired_time: 0.0482970774, output_fired_time: 0.0000000000, propagate_forward_time: 4.1345529556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745059967
validation[          , genome  2993] predictions:    9492/  10000 (94.92%), best:    9526/10000 (95.26%), error:      1715.30371, best error:      1671.11902 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.1269989014s, input_fired_time: 0.4313538373, output_fired_time: 0.3042304516, propagate_forward_time: 20.6765766144, propagate_backward_time: 29.6803646088, weight_update_time: 0.0909655914, other_time: 2.0344734192
epoch time: 4.5585618019s, input_fired_time: 0.0486672558, output_fired_time: 0.0000000000, propagate_forward_time: 4.1349520683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749423027
validation[          , genome  2993] predictions:    9519/  10000 (95.19%), best:    9519/10000 (95.19%), error:      1667.21057, best error:      1667.21057 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.0077018738s, input_fired_time: 0.4323509634, output_fired_time: 0.3042721152, propagate_forward_time: 20.6504325867, propagate_backward_time: 29.5841407776, weight_update_time: 0.0907415748, other_time: 2.0365066528
epoch time: 4.5489306450s, input_fired_time: 0.0480578393, output_fired_time: 0.0000000000, propagate_forward_time: 4.1241793633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766932487
validation[          , genome  2993] predictions:    9474/  10000 (94.74%), best:    9519/10000 (95.19%), error:      1800.79749, best error:      1667.21057 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.7328948975s, input_fired_time: 0.4290466309, output_fired_time: 0.2970560193, propagate_forward_time: 20.5838279724, propagate_backward_time: 29.3995075226, weight_update_time: 0.0903392360, other_time: 2.0234584808
epoch time: 4.5648198128s, input_fired_time: 0.0487764552, output_fired_time: 0.0000000000, propagate_forward_time: 4.1443934441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716497421
validation[          , genome  2993] predictions:    9501/  10000 (95.01%), best:    9519/10000 (95.19%), error:      1706.39038, best error:      1667.21057 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.1555519104s, input_fired_time: 0.4340137541, output_fired_time: 0.3056573272, propagate_forward_time: 20.6903610229, propagate_backward_time: 29.6811676025, weight_update_time: 0.0912448019, other_time: 2.0443534851
epoch time: 4.5633387566s, input_fired_time: 0.0489448458, output_fired_time: 0.0000000000, propagate_forward_time: 4.1410508156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733429909
validation[          , genome  2993] predictions:    9354/  10000 (93.54%), best:    9519/10000 (95.19%), error:      2073.48291, best error:      1667.21057 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 53.1705398560s, input_fired_time: 0.4343563914, output_fired_time: 0.3048012257, propagate_forward_time: 20.6958198547, propagate_backward_time: 29.6892223358, weight_update_time: 0.0910561830, other_time: 2.0463390350
epoch time: 4.5629377365s, input_fired_time: 0.0485004224, output_fired_time: 0.0000000000, propagate_forward_time: 4.1388750076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755621910
validation[          , genome  2993] predictions:    9491/  10000 (94.91%), best:    9519/10000 (95.19%), error:      1745.77441, best error:      1667.21057 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 53.1413383484s, input_fired_time: 0.4336309135, output_fired_time: 0.3048830032, propagate_forward_time: 20.6869773865, propagate_backward_time: 29.6862277985, weight_update_time: 0.0911251977, other_time: 2.0296192169
epoch time: 4.5592632294s, input_fired_time: 0.0485840216, output_fired_time: 0.0000000000, propagate_forward_time: 4.1375761032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731031418
validation[          , genome  2993] predictions:    9492/  10000 (94.92%), best:    9519/10000 (95.19%), error:      1747.98413, best error:      1667.21057 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.1251068115s, input_fired_time: 0.4341711998, output_fired_time: 0.3047968745, propagate_forward_time: 20.6947860718, propagate_backward_time: 29.6843223572, weight_update_time: 0.0910049900, other_time: 2.0070304871
epoch time: 4.5546016693s, input_fired_time: 0.0486381724, output_fired_time: 0.0000000000, propagate_forward_time: 4.1365828514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693804741
validation[          , genome  2993] predictions:    9508/  10000 (95.08%), best:    9519/10000 (95.19%), error:      1770.37280, best error:      1667.21057 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.1337318420s, input_fired_time: 0.4354344904, output_fired_time: 0.3050469160, propagate_forward_time: 20.6944942474, propagate_backward_time: 29.6912727356, weight_update_time: 0.0910654292, other_time: 2.0074825287
epoch time: 4.5575194359s, input_fired_time: 0.0490420461, output_fired_time: 0.0000000000, propagate_forward_time: 4.1391248703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693523407
validation[          , genome  2993] predictions:    9482/  10000 (94.82%), best:    9519/10000 (95.19%), error:      1777.16431, best error:      1667.21057 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.0312614441s, input_fired_time: 0.4328664243, output_fired_time: 0.3007479906, propagate_forward_time: 20.6810626984, propagate_backward_time: 29.6210670471, weight_update_time: 0.0908675119, other_time: 1.9955196381
epoch time: 4.5521740913s, input_fired_time: 0.0488652736, output_fired_time: 0.0000000000, propagate_forward_time: 4.1408047676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625040054
validation[          , genome  2993] predictions:    9470/  10000 (94.70%), best:    9519/10000 (95.19%), error:      1872.20581, best error:      1667.21057 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.0715675354s, input_fired_time: 0.4343414605, output_fired_time: 0.3028585911, propagate_forward_time: 20.6896343231, propagate_backward_time: 29.6421375275, weight_update_time: 0.0910396427, other_time: 2.0025939941
epoch time: 4.5551328659s, input_fired_time: 0.0491319597, output_fired_time: 0.0000000000, propagate_forward_time: 4.1360487938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699522018
validation[          , genome  2993] predictions:    9482/  10000 (94.82%), best:    9519/10000 (95.19%), error:      1767.53821, best error:      1667.21057 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.1355667114s, input_fired_time: 0.4363013506, output_fired_time: 0.3054629862, propagate_forward_time: 20.6946887970, propagate_backward_time: 29.6908740997, weight_update_time: 0.0912587643, other_time: 2.0082397461
epoch time: 4.5567364693s, input_fired_time: 0.0493477695, output_fired_time: 0.0000000000, propagate_forward_time: 4.1375966072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697919846
validation[          , genome  2993] predictions:    9518/  10000 (95.18%), best:    9518/10000 (95.18%), error:      1652.64783, best error:      1652.64783 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 53.1091575623s, input_fired_time: 0.4358277023, output_fired_time: 0.3046140671, propagate_forward_time: 20.6867351532, propagate_backward_time: 29.6776523590, weight_update_time: 0.0910918415, other_time: 2.0043258667
epoch time: 4.5672173500s, input_fired_time: 0.0492487922, output_fired_time: 0.0000000000, propagate_forward_time: 4.1494712830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684973717
validation[          , genome  2993] predictions:    9558/  10000 (95.58%), best:    9558/10000 (95.58%), error:      1616.16748, best error:      1616.16748 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.2271156311s, input_fired_time: 0.4378696084, output_fired_time: 0.3048866987, propagate_forward_time: 20.7340393066, propagate_backward_time: 29.7442207336, weight_update_time: 0.0912859738, other_time: 2.0060997009
epoch time: 4.5652089119s, input_fired_time: 0.0491324179, output_fired_time: 0.0000000000, propagate_forward_time: 4.1464748383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696017265
validation[          , genome  2993] predictions:    9493/  10000 (94.93%), best:    9558/10000 (95.58%), error:      1773.49634, best error:      1616.16748 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.2026329041s, input_fired_time: 0.4361365139, output_fired_time: 0.3049844205, propagate_forward_time: 20.7256774902, propagate_backward_time: 29.7302894592, weight_update_time: 0.0907654092, other_time: 2.0055427551
epoch time: 4.5614652634s, input_fired_time: 0.0490194373, output_fired_time: 0.0000000000, propagate_forward_time: 4.1420931816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703527451
validation[          , genome  2993] predictions:    9460/  10000 (94.60%), best:    9558/10000 (95.58%), error:      1816.04468, best error:      1616.16748 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 52.5088348389s, input_fired_time: 0.4327916801, output_fired_time: 0.3002489209, propagate_forward_time: 20.4349136353, propagate_backward_time: 29.3488807678, weight_update_time: 0.0901316181, other_time: 1.9920005798
epoch time: 4.5400652885s, input_fired_time: 0.0489507988, output_fired_time: 0.0000000000, propagate_forward_time: 4.1229009628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682136536
validation[          , genome  2993] predictions:    9460/  10000 (94.60%), best:    9558/10000 (95.58%), error:      1813.74573, best error:      1616.16748 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.8864097595s, input_fired_time: 0.4351502061, output_fired_time: 0.3025623858, propagate_forward_time: 20.6104316711, propagate_backward_time: 29.5385208130, weight_update_time: 0.0907670707, other_time: 1.9997444153
epoch time: 4.5433444977s, input_fired_time: 0.0491025336, output_fired_time: 0.0000000000, propagate_forward_time: 4.1267924309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674497604
validation[          , genome  2993] predictions:    9520/  10000 (95.20%), best:    9558/10000 (95.58%), error:      1660.05469, best error:      1616.16748 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.8330421448s, input_fired_time: 0.4350140393, output_fired_time: 0.3042002320, propagate_forward_time: 20.5598258972, propagate_backward_time: 29.5418777466, weight_update_time: 0.0907521322, other_time: 1.9921264648
epoch time: 4.5530266762s, input_fired_time: 0.0487741120, output_fired_time: 0.0000000000, propagate_forward_time: 4.1355118752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687405586
validation[          , genome  2993] predictions:    9476/  10000 (94.76%), best:    9558/10000 (95.58%), error:      1794.07703, best error:      1616.16748 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 50.7346305847s, input_fired_time: 0.4246498942, output_fired_time: 0.2926456630, propagate_forward_time: 19.7741680145, propagate_backward_time: 28.3012619019, weight_update_time: 0.0873287469, other_time: 1.9419078827
epoch time: 4.5229725838s, input_fired_time: 0.0489678532, output_fired_time: 0.0000000000, propagate_forward_time: 4.1075291634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664755821
validation[          , genome  2993] predictions:    9508/  10000 (95.08%), best:    9558/10000 (95.58%), error:      1678.57812, best error:      1616.16748 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.7538604736s, input_fired_time: 0.4332892895, output_fired_time: 0.3020499945, propagate_forward_time: 20.5454406738, propagate_backward_time: 29.4797401428, weight_update_time: 0.0903834403, other_time: 1.9933395386
epoch time: 4.5202341080s, input_fired_time: 0.0488884114, output_fired_time: 0.0000000000, propagate_forward_time: 4.1112532616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600926399
validation[          , genome  2993] predictions:    9534/  10000 (95.34%), best:    9558/10000 (95.58%), error:      1647.01978, best error:      1616.16748 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 52.4608001709s, input_fired_time: 0.4329082370, output_fired_time: 0.3015196919, propagate_forward_time: 20.4216728210, propagate_backward_time: 29.3150691986, weight_update_time: 0.0900661498, other_time: 1.9896297455
epoch time: 4.5219001770s, input_fired_time: 0.0487713292, output_fired_time: 0.0000000000, propagate_forward_time: 4.1046319008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684968948
validation[          , genome  2993] predictions:    9524/  10000 (95.24%), best:    9558/10000 (95.58%), error:      1657.08179, best error:      1616.16748 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 52.5329055786s, input_fired_time: 0.4281381369, output_fired_time: 0.2924259901, propagate_forward_time: 20.5561504364, propagate_backward_time: 29.2779617310, weight_update_time: 0.0901480541, other_time: 1.9782276154
epoch time: 4.5213718414s, input_fired_time: 0.0493140444, output_fired_time: 0.0000000000, propagate_forward_time: 4.1053028107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667550087
validation[          , genome  2993] predictions:    9523/  10000 (95.23%), best:    9558/10000 (95.58%), error:      1663.31750, best error:      1616.16748 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.2973937988s, input_fired_time: 0.4316102266, output_fired_time: 0.2955447733, propagate_forward_time: 20.4220390320, propagate_backward_time: 29.1708965302, weight_update_time: 0.0898156911, other_time: 1.9773044586
epoch time: 4.5101346970s, input_fired_time: 0.0488249846, output_fired_time: 0.0000000000, propagate_forward_time: 4.0938882828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674216270
validation[          , genome  2993] predictions:    9513/  10000 (95.13%), best:    9558/10000 (95.58%), error:      1645.73596, best error:      1616.16748 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 52.5776672363s, input_fired_time: 0.4338781536, output_fired_time: 0.3016774058, propagate_forward_time: 20.4664306641, propagate_backward_time: 29.3855762482, weight_update_time: 0.0901300982, other_time: 1.9901027679
epoch time: 4.5059061050s, input_fired_time: 0.0490731932, output_fired_time: 0.0000000000, propagate_forward_time: 4.0905051231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663277626
validation[          , genome  2993] predictions:    9536/  10000 (95.36%), best:    9558/10000 (95.58%), error:      1636.83911, best error:      1616.16748 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.5806961060s, input_fired_time: 0.4355606139, output_fired_time: 0.3021016419, propagate_forward_time: 20.4658164978, propagate_backward_time: 29.3889560699, weight_update_time: 0.0904362127, other_time: 1.9882602692
epoch time: 3.9377598763s, input_fired_time: 0.0450067855, output_fired_time: 0.0000000000, propagate_forward_time: 3.5553302765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374228477
validation[          , genome  2993] predictions:    9513/  10000 (95.13%), best:    9558/10000 (95.58%), error:      1637.48364, best error:      1616.16748 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 49.7894515991s, input_fired_time: 0.4204873741, output_fired_time: 0.2886133790, propagate_forward_time: 19.3446846008, propagate_backward_time: 27.8098144531, weight_update_time: 0.0860422850, other_time: 1.9258537292
epoch time: 4.5313906670s, input_fired_time: 0.0492085181, output_fired_time: 0.0000000000, propagate_forward_time: 4.1150941849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670878410
validation[          , genome  2993] predictions:    9408/  10000 (94.08%), best:    9558/10000 (95.58%), error:      1980.80042, best error:      1616.16748 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 52.8058853149s, input_fired_time: 0.4362972081, output_fired_time: 0.3042190969, propagate_forward_time: 20.5399818420, propagate_backward_time: 29.5350933075, weight_update_time: 0.0910816193, other_time: 1.9902935028
epoch time: 4.5292782784s, input_fired_time: 0.0494628549, output_fired_time: 0.0000000000, propagate_forward_time: 4.1132111549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666043282
validation[          , genome  2993] predictions:    9457/  10000 (94.57%), best:    9558/10000 (95.58%), error:      1806.95459, best error:      1616.16748 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 52.2660293579s, input_fired_time: 0.4334763885, output_fired_time: 0.3017620444, propagate_forward_time: 20.3471088409, propagate_backward_time: 29.2074794769, weight_update_time: 0.0898265094, other_time: 1.9762039185
epoch time: 4.5232996941s, input_fired_time: 0.0490252934, output_fired_time: 0.0000000000, propagate_forward_time: 4.1090493202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652253151
validation[          , genome  2993] predictions:    9533/  10000 (95.33%), best:    9558/10000 (95.58%), error:      1641.26379, best error:      1616.16748 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 50.4892463684s, input_fired_time: 0.4244818389, output_fired_time: 0.2913851142, propagate_forward_time: 19.6612968445, propagate_backward_time: 28.1748676300, weight_update_time: 0.0873723105, other_time: 1.9372158051
epoch time: 4.2537317276s, input_fired_time: 0.0477291271, output_fired_time: 0.0000000000, propagate_forward_time: 3.8529801369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530225754
validation[          , genome  2993] predictions:    9501/  10000 (95.01%), best:    9558/10000 (95.58%), error:      1693.37000, best error:      1616.16748 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.0079345703s, input_fired_time: 0.4340823293, output_fired_time: 0.2997457981, propagate_forward_time: 20.2649707794, propagate_backward_time: 29.0407886505, weight_update_time: 0.0899876952, other_time: 1.9683456421
epoch time: 4.5089054108s, input_fired_time: 0.0493267886, output_fired_time: 0.0000000000, propagate_forward_time: 4.0955972672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639812469
validation[          , genome  2993] predictions:    9529/  10000 (95.29%), best:    9558/10000 (95.58%), error:      1634.29358, best error:      1616.16748 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.1121826172s, input_fired_time: 0.4338380098, output_fired_time: 0.2996207476, propagate_forward_time: 20.2960376740, propagate_backward_time: 29.1102676392, weight_update_time: 0.0895173475, other_time: 1.9724178314
epoch time: 4.5273032188s, input_fired_time: 0.0491387285, output_fired_time: 0.0000000000, propagate_forward_time: 4.1122908592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658738136
validation[          , genome  2993] predictions:    9522/  10000 (95.22%), best:    9558/10000 (95.58%), error:      1652.47974, best error:      1616.16748 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.8868408203s, input_fired_time: 0.4365735650, output_fired_time: 0.3050249219, propagate_forward_time: 20.5659008026, propagate_backward_time: 29.5907669067, weight_update_time: 0.0909439698, other_time: 1.9885768890
epoch time: 4.5276107788s, input_fired_time: 0.0493187755, output_fired_time: 0.0000000000, propagate_forward_time: 4.1127667427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655252457
validation[          , genome  2993] predictions:    9513/  10000 (95.13%), best:    9558/10000 (95.58%), error:      1696.72363, best error:      1616.16748 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 52.6177673340s, input_fired_time: 0.4366700053, output_fired_time: 0.3004049957, propagate_forward_time: 20.4842014313, propagate_backward_time: 29.4101715088, weight_update_time: 0.0902726948, other_time: 1.9863224030
epoch time: 4.5227518082s, input_fired_time: 0.0497567840, output_fired_time: 0.0000000000, propagate_forward_time: 4.1059999466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669948578
validation[          , genome  2993] predictions:    9500/  10000 (95.00%), best:    9558/10000 (95.58%), error:      1738.80823, best error:      1616.16748 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.9708023071s, input_fired_time: 0.4333862960, output_fired_time: 0.2985671461, propagate_forward_time: 20.2503528595, propagate_backward_time: 29.0147514343, weight_update_time: 0.0893342271, other_time: 1.9737415314
epoch time: 4.5197296143s, input_fired_time: 0.0490842685, output_fired_time: 0.0000000000, propagate_forward_time: 4.1054697037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651757240
validation[          , genome  2993] predictions:    9509/  10000 (95.09%), best:    9558/10000 (95.58%), error:      1710.44531, best error:      1616.16748 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.7245254517s, input_fired_time: 0.4308961630, output_fired_time: 0.2968734503, propagate_forward_time: 20.1556854248, propagate_backward_time: 28.8819675446, weight_update_time: 0.0885122120, other_time: 1.9591007233
epoch time: 4.5215659142s, input_fired_time: 0.0498489924, output_fired_time: 0.0000000000, propagate_forward_time: 4.1070308685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646860123
validation[          , genome  2993] predictions:    9506/  10000 (95.06%), best:    9558/10000 (95.58%), error:      1688.30188, best error:      1616.16748 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.4235000610s, input_fired_time: 0.4312320650, output_fired_time: 0.2949396670, propagate_forward_time: 20.0147266388, propagate_backward_time: 28.7246627808, weight_update_time: 0.0881788656, other_time: 1.9579372406
epoch time: 4.5021681786s, input_fired_time: 0.0494566262, output_fired_time: 0.0000000000, propagate_forward_time: 4.0885362625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641753197
validation[          , genome  2993] predictions:    9525/  10000 (95.25%), best:    9558/10000 (95.58%), error:      1649.26697, best error:      1616.16748 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.4734573364s, input_fired_time: 0.4329907596, output_fired_time: 0.2974104583, propagate_forward_time: 20.4762954712, propagate_backward_time: 29.2916679382, weight_update_time: 0.0900415853, other_time: 1.9750938416
epoch time: 4.5105571747s, input_fired_time: 0.0490151048, output_fired_time: 0.0000000000, propagate_forward_time: 4.1029834747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585586548
validation[          , genome  2993] predictions:    9436/  10000 (94.36%), best:    9558/10000 (95.58%), error:      1873.63611, best error:      1616.16748 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.5210723877s, input_fired_time: 0.4257888794, output_fired_time: 0.2893260419, propagate_forward_time: 19.6883831024, propagate_backward_time: 28.1796951294, weight_update_time: 0.0870510414, other_time: 1.9378795624
epoch time: 4.5168628693s, input_fired_time: 0.0497418493, output_fired_time: 0.0000000000, propagate_forward_time: 4.1000638008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670573235
validation[          , genome  2993] predictions:    9515/  10000 (95.15%), best:    9558/10000 (95.58%), error:      1663.43054, best error:      1616.16748 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.9924087524s, input_fired_time: 0.4279272854, output_fired_time: 0.2940547764, propagate_forward_time: 19.8699874878, propagate_backward_time: 28.4501552582, weight_update_time: 0.0880652443, other_time: 1.9502811432
epoch time: 4.1152458191s, input_fired_time: 0.0464407951, output_fired_time: 0.0000000000, propagate_forward_time: 3.7233369350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454682827
validation[          , genome  2993] predictions:    9533/  10000 (95.33%), best:    9558/10000 (95.58%), error:      1621.66663, best error:      1616.16748 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 52.5792503357s, input_fired_time: 0.4377031326, output_fired_time: 0.3019953370, propagate_forward_time: 20.4716758728, propagate_backward_time: 29.3810844421, weight_update_time: 0.0906850472, other_time: 1.9867935181
epoch time: 4.5044212341s, input_fired_time: 0.0497474372, output_fired_time: 0.0000000000, propagate_forward_time: 4.0874304771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672432899
validation[          , genome  2993] predictions:    9516/  10000 (95.16%), best:    9558/10000 (95.58%), error:      1645.99170, best error:      1616.16748 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.9239578247s, input_fired_time: 0.4325719178, output_fired_time: 0.2974891663, propagate_forward_time: 20.2240905762, propagate_backward_time: 29.0015830994, weight_update_time: 0.0891853273, other_time: 1.9682235718
epoch time: 4.5155925751s, input_fired_time: 0.0499457084, output_fired_time: 0.0000000000, propagate_forward_time: 4.1030859947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625607491
validation[          , genome  2993] predictions:    9504/  10000 (95.04%), best:    9558/10000 (95.58%), error:      1696.44983, best error:      1616.16748 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 52.5513992310s, input_fired_time: 0.4371578395, output_fired_time: 0.3005871773, propagate_forward_time: 20.4756546021, propagate_backward_time: 29.3535575867, weight_update_time: 0.0903563574, other_time: 1.9844436646
epoch time: 4.5117516518s, input_fired_time: 0.0498695374, output_fired_time: 0.0000000000, propagate_forward_time: 4.0970401764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648419380
validation[          , genome  2993] predictions:    9496/  10000 (94.96%), best:    9558/10000 (95.58%), error:      1761.98499, best error:      1616.16748 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.3264579773s, input_fired_time: 0.4321281314, output_fired_time: 0.2938103974, propagate_forward_time: 20.4466896057, propagate_backward_time: 29.1906261444, weight_update_time: 0.0900308490, other_time: 1.9632015228
epoch time: 4.5160079002s, input_fired_time: 0.0500469767, output_fired_time: 0.0000000000, propagate_forward_time: 4.1008090973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651518822
validation[          , genome  2993] predictions:    9520/  10000 (95.20%), best:    9558/10000 (95.58%), error:      1655.40625, best error:      1616.16748 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 51.8990936279s, input_fired_time: 0.4338031411, output_fired_time: 0.2964008152, propagate_forward_time: 20.1669712067, propagate_backward_time: 29.0318412781, weight_update_time: 0.0891409665, other_time: 1.9700756073
epoch time: 4.4276409149s, input_fired_time: 0.0493646599, output_fired_time: 0.0000000000, propagate_forward_time: 4.0182180405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600583076
validation[          , genome  2993] predictions:    9511/  10000 (95.11%), best:    9558/10000 (95.58%), error:      1686.42224, best error:      1616.16748 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.6520385742s, input_fired_time: 0.4387829602, output_fired_time: 0.3024414480, propagate_forward_time: 20.5130596161, propagate_backward_time: 29.4122772217, weight_update_time: 0.0906376913, other_time: 1.9854793549
epoch time: 4.3447895050s, input_fired_time: 0.0488475785, output_fired_time: 0.0000000000, propagate_forward_time: 3.9381215572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578202724
validation[          , genome  2993] predictions:    9501/  10000 (95.01%), best:    9558/10000 (95.58%), error:      1714.07031, best error:      1616.16748 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 52.6384735107s, input_fired_time: 0.4381683171, output_fired_time: 0.3000513017, propagate_forward_time: 20.4259071350, propagate_backward_time: 29.4820575714, weight_update_time: 0.0907736346, other_time: 1.9922885895
epoch time: 4.4838919640s, input_fired_time: 0.0497451313, output_fired_time: 0.0000000000, propagate_forward_time: 4.0715622902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625845909
validation[          , genome  2993] predictions:    9522/  10000 (95.22%), best:    9558/10000 (95.58%), error:      1656.14966, best error:      1616.16748 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 52.5636329651s, input_fired_time: 0.4390437603, output_fired_time: 0.3007012606, propagate_forward_time: 20.4268703461, propagate_backward_time: 29.4059829712, weight_update_time: 0.0904703587, other_time: 1.9910335541
epoch time: 4.5236215591s, input_fired_time: 0.0500823781, output_fired_time: 0.0000000000, propagate_forward_time: 4.1077938080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657455444
validation[          , genome  2993] predictions:    9530/  10000 (95.30%), best:    9558/10000 (95.58%), error:      1643.62317, best error:      1616.16748 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 51.7010650635s, input_fired_time: 0.4345153272, output_fired_time: 0.2980909348, propagate_forward_time: 20.1244449615, propagate_backward_time: 28.8810119629, weight_update_time: 0.0889711827, other_time: 1.9629993439
epoch time: 4.5121688843s, input_fired_time: 0.0496681295, output_fired_time: 0.0000000000, propagate_forward_time: 4.0974025726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650979996
validation[          , genome  2993] predictions:    9511/  10000 (95.11%), best:    9558/10000 (95.58%), error:      1707.16284, best error:      1616.16748 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.9741287231s, input_fired_time: 0.4357513785, output_fired_time: 0.2994895577, propagate_forward_time: 20.2296733856, propagate_backward_time: 29.0438880920, weight_update_time: 0.0897491425, other_time: 1.9653263092
epoch time: 4.3141336441s, input_fired_time: 0.0486442558, output_fired_time: 0.0000000000, propagate_forward_time: 3.9091560841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563334942
validation[          , genome  2993] predictions:    9517/  10000 (95.17%), best:    9558/10000 (95.58%), error:      1659.59009, best error:      1616.16748 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 49.7031250000s, input_fired_time: 0.4236594737, output_fired_time: 0.2869053185, propagate_forward_time: 19.3441677094, propagate_backward_time: 27.7310619354, weight_update_time: 0.0852867216, other_time: 1.9173278809
epoch time: 3.5334446430s, input_fired_time: 0.0432131551, output_fired_time: 0.0000000000, propagate_forward_time: 3.1749656200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152658939
validation[          , genome  2993] predictions:    9501/  10000 (95.01%), best:    9558/10000 (95.58%), error:      1673.71436, best error:      1616.16748 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 52.5380401611s, input_fired_time: 0.4364553392, output_fired_time: 0.2945912480, propagate_forward_time: 20.5087490082, propagate_backward_time: 29.3205432892, weight_update_time: 0.0907058939, other_time: 1.9777030945
epoch time: 4.4455995560s, input_fired_time: 0.0494785495, output_fired_time: 0.0000000000, propagate_forward_time: 4.0354104042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607106209
validation[          , genome  2993] predictions:    9459/  10000 (94.59%), best:    9558/10000 (95.58%), error:      1829.46252, best error:      1616.16748 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.2342185974s, input_fired_time: 0.4384455979, output_fired_time: 0.3014042079, propagate_forward_time: 20.3268585205, propagate_backward_time: 29.1879825592, weight_update_time: 0.0901246965, other_time: 1.9795284271
epoch time: 4.5132179260s, input_fired_time: 0.0503220595, output_fired_time: 0.0000000000, propagate_forward_time: 4.0967602730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661355972
validation[          , genome  2993] predictions:    9509/  10000 (95.09%), best:    9558/10000 (95.58%), error:      1680.24915, best error:      1616.16748 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.6770095825s, input_fired_time: 0.4405966401, output_fired_time: 0.3031409979, propagate_forward_time: 20.4947185516, propagate_backward_time: 29.4479446411, weight_update_time: 0.0908487290, other_time: 1.9906063080
epoch time: 4.5120801926s, input_fired_time: 0.0504934900, output_fired_time: 0.0000000000, propagate_forward_time: 4.0958852768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657011986
validation[          , genome  2993] predictions:    9474/  10000 (94.74%), best:    9558/10000 (95.58%), error:      1749.24622, best error:      1616.16748 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.6918716431s, input_fired_time: 0.4411225915, output_fired_time: 0.3036255240, propagate_forward_time: 20.4966812134, propagate_backward_time: 29.4587135315, weight_update_time: 0.0909375325, other_time: 1.9917259216
epoch time: 4.5162401199s, input_fired_time: 0.0502788499, output_fired_time: 0.0000000000, propagate_forward_time: 4.1005716324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653898239
validation[          , genome  2993] predictions:    9516/  10000 (95.16%), best:    9558/10000 (95.58%), error:      1692.53369, best error:      1616.16748 on epoch:    59, 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: 22.6038436890s, input_fired_time: 0.2475600988, output_fired_time: 0.0000000000, propagate_forward_time: 20.4896316528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8666515350
best training[          , genome  2993] predictions:   48306/  50000 (96.61%), best:    9558/10000 (95.58%), error:      6210.05322, best error:      1616.16748 on epoch:    59, 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: 4.5126457214s, input_fired_time: 0.0479697995, output_fired_time: 0.0000000000, propagate_forward_time: 4.0985536575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661222458
   testing[          , genome  2993] predictions:    9564/  10000 (95.64%), best:    9558/10000 (95.58%), error:      1484.75305, best error:      1616.16748 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:10:15 (70372): called boinc_finish(0)

</stderr_txt>
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