Nameexact_genome_1512568488_45_1499_0
Workunit2578706
Created6 Dec 2017, 19:40:01 UTC
Sent6 Dec 2017, 19:41:47 UTC
Report deadline8 Dec 2017, 21:34:15 UTC
Received6 Dec 2017, 20:50:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 8 min 39 sec
CPU time1 hours 8 min 20 sec
Validate stateValid
Credit519.53
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.67 MB
Peak swap size155.48 MB
Peak disk usage1.36 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0581575893, output_fired_time: 0.0000000000, propagate_forward_time: 2.7356035709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385280609
validation[          , genome  1499] predictions:    9256/  10000 (92.56%), best:    9270/10000 (92.70%), error:      2350.04663, best error:      2327.70337 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 37.3594360352s, input_fired_time: 0.4324077368, output_fired_time: 0.3732413650, propagate_forward_time: 13.5316371918, propagate_backward_time: 20.3789806366, weight_update_time: 0.1147783622, other_time: 2.6431694031
epoch time: 3.1461882591s, input_fired_time: 0.0524288081, output_fired_time: 0.0000000000, propagate_forward_time: 2.6892971992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044623375
validation[          , genome  1499] predictions:    9292/  10000 (92.92%), best:    9292/10000 (92.92%), error:      2310.25562, best error:      2310.25562 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 37.6228446960s, input_fired_time: 0.4440738559, output_fired_time: 0.3813340664, propagate_forward_time: 13.6626243591, propagate_backward_time: 20.4447517395, weight_update_time: 0.1166938022, other_time: 2.6900634766
epoch time: 3.2239873409s, input_fired_time: 0.0539417565, output_fired_time: 0.0000000000, propagate_forward_time: 2.7471106052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229350090
validation[          , genome  1499] predictions:    9271/  10000 (92.71%), best:    9292/10000 (92.92%), error:      2336.17798, best error:      2310.25562 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 37.5731239319s, input_fired_time: 0.4361850917, output_fired_time: 0.3770083785, propagate_forward_time: 13.6225509644, propagate_backward_time: 20.5026931763, weight_update_time: 0.1144732237, other_time: 2.6346893311
epoch time: 3.2042868137s, input_fired_time: 0.0550574102, output_fired_time: 0.0000000000, propagate_forward_time: 2.7242298126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249994755
validation[          , genome  1499] predictions:    9267/  10000 (92.67%), best:    9267/10000 (92.67%), error:      2294.07324, best error:      2294.07324 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 36.8853073120s, input_fired_time: 0.4323677719, output_fired_time: 0.3706345260, propagate_forward_time: 13.3442783356, propagate_backward_time: 20.1122627258, weight_update_time: 0.1133238152, other_time: 2.6257610321
epoch time: 3.3315241337s, input_fired_time: 0.0643015578, output_fired_time: 0.0000000000, propagate_forward_time: 2.7839987278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832239151
validation[          , genome  1499] predictions:    9268/  10000 (92.68%), best:    9267/10000 (92.67%), error:      2363.86328, best error:      2294.07324 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 37.4711952209s, input_fired_time: 0.4270829856, output_fired_time: 0.3735370040, propagate_forward_time: 13.6344623566, propagate_backward_time: 20.4627418518, weight_update_time: 0.1121466979, other_time: 2.5733737946
epoch time: 3.1703045368s, input_fired_time: 0.0527795218, output_fired_time: 0.0000000000, propagate_forward_time: 2.7026722431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148528576
validation[          , genome  1499] predictions:    9185/  10000 (91.85%), best:    9267/10000 (92.67%), error:      2568.32642, best error:      2294.07324 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 37.5888519287s, input_fired_time: 0.4316514432, output_fired_time: 0.3760579824, propagate_forward_time: 13.6517057419, propagate_backward_time: 20.5088901520, weight_update_time: 0.1140626073, other_time: 2.6205463409
epoch time: 3.2665672302s, input_fired_time: 0.0621859804, output_fired_time: 0.0000000000, propagate_forward_time: 2.7330060005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713752270
validation[          , genome  1499] predictions:    9321/  10000 (93.21%), best:    9321/10000 (93.21%), error:      2216.40771, best error:      2216.40771 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 37.1548614502s, input_fired_time: 0.4242380857, output_fired_time: 0.3681504130, propagate_forward_time: 13.5120277405, propagate_backward_time: 20.3354511261, weight_update_time: 0.1102035940, other_time: 2.5149974823
epoch time: 3.2413077354s, input_fired_time: 0.0559447035, output_fired_time: 0.0000000000, propagate_forward_time: 2.7516953945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336676598
validation[          , genome  1499] predictions:    9315/  10000 (93.15%), best:    9315/10000 (93.15%), error:      2183.78857, best error:      2183.78857 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 36.6494979858s, input_fired_time: 0.4318689108, output_fired_time: 0.3691387773, propagate_forward_time: 13.2492675781, propagate_backward_time: 19.9615097046, weight_update_time: 0.1142485365, other_time: 2.6377105713
epoch time: 3.2788147926s, input_fired_time: 0.0603791326, output_fired_time: 0.0000000000, propagate_forward_time: 2.7503652573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4680705070
validation[          , genome  1499] predictions:    9231/  10000 (92.31%), best:    9315/10000 (93.15%), error:      2428.95410, best error:      2183.78857 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 37.1352310181s, input_fired_time: 0.4270491004, output_fired_time: 0.3732631803, propagate_forward_time: 13.4551811218, propagate_backward_time: 20.2982635498, weight_update_time: 0.1124927700, other_time: 2.5814743042
epoch time: 3.2365214825s, input_fired_time: 0.0580838472, output_fired_time: 0.0000000000, propagate_forward_time: 2.7262823582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521553516
validation[          , genome  1499] predictions:    9262/  10000 (92.62%), best:    9315/10000 (93.15%), error:      2406.45947, best error:      2183.78857 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 37.4774971008s, input_fired_time: 0.4376976192, output_fired_time: 0.3750376701, propagate_forward_time: 13.5226240158, propagate_backward_time: 20.3983154297, weight_update_time: 0.1174833104, other_time: 2.7438201904
epoch time: 3.1946465969s, input_fired_time: 0.0537441224, output_fired_time: 0.0000000000, propagate_forward_time: 2.7190270424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218754768
validation[          , genome  1499] predictions:    9281/  10000 (92.81%), best:    9315/10000 (93.15%), error:      2263.92896, best error:      2183.78857 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 36.9617385864s, input_fired_time: 0.4212112427, output_fired_time: 0.3670146167, propagate_forward_time: 13.4154214859, propagate_backward_time: 20.2322731018, weight_update_time: 0.1093138009, other_time: 2.5258178711
epoch time: 3.1325392723s, input_fired_time: 0.0538583063, output_fired_time: 0.0000000000, propagate_forward_time: 2.6648569107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138240814
validation[          , genome  1499] predictions:    9328/  10000 (93.28%), best:    9328/10000 (93.28%), error:      2171.16284, best error:      2171.16284 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 37.0660438538s, input_fired_time: 0.4243021011, output_fired_time: 0.3678624034, propagate_forward_time: 13.4721326828, propagate_backward_time: 20.2579250336, weight_update_time: 0.1113351062, other_time: 2.5438213348
epoch time: 3.1441893578s, input_fired_time: 0.0524446592, output_fired_time: 0.0000000000, propagate_forward_time: 2.6898601055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018845558
validation[          , genome  1499] predictions:    9311/  10000 (93.11%), best:    9328/10000 (93.28%), error:      2194.37354, best error:      2171.16284 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 37.4195861816s, input_fired_time: 0.4324067533, output_fired_time: 0.3757252097, propagate_forward_time: 13.5618228912, propagate_backward_time: 20.4331855774, weight_update_time: 0.1138598770, other_time: 2.6164455414
epoch time: 3.2345144749s, input_fired_time: 0.0558136255, output_fired_time: 0.0000000000, propagate_forward_time: 2.7460882664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326126575
validation[          , genome  1499] predictions:    9295/  10000 (92.95%), best:    9328/10000 (93.28%), error:      2256.20117, best error:      2171.16284 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 36.8719787598s, input_fired_time: 0.4219931662, output_fired_time: 0.3647142053, propagate_forward_time: 13.3830795288, propagate_backward_time: 20.1565685272, weight_update_time: 0.1104170978, other_time: 2.5456218719
epoch time: 3.2500760555s, input_fired_time: 0.0584458262, output_fired_time: 0.0000000000, propagate_forward_time: 2.7541677952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374623299
validation[          , genome  1499] predictions:    9307/  10000 (93.07%), best:    9328/10000 (93.28%), error:      2197.05078, best error:      2171.16284 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 37.3200225830s, input_fired_time: 0.4347637594, output_fired_time: 0.3750701547, propagate_forward_time: 13.5492277145, propagate_backward_time: 20.3571300507, weight_update_time: 0.1130421758, other_time: 2.6038303375
epoch time: 3.1793904305s, input_fired_time: 0.0533713847, output_fired_time: 0.0000000000, propagate_forward_time: 2.7142562866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117627144
validation[          , genome  1499] predictions:    9301/  10000 (93.01%), best:    9328/10000 (93.28%), error:      2230.89014, best error:      2171.16284 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 37.0826148987s, input_fired_time: 0.4256941676, output_fired_time: 0.3684254587, propagate_forward_time: 13.4812021255, propagate_backward_time: 20.2837657928, weight_update_time: 0.1101222262, other_time: 2.5235271454
epoch time: 3.2357800007s, input_fired_time: 0.0566241406, output_fired_time: 0.0000000000, propagate_forward_time: 2.7395648956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395909309
validation[          , genome  1499] predictions:    9332/  10000 (93.32%), best:    9328/10000 (93.28%), error:      2175.01465, best error:      2171.16284 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 37.3146629333s, input_fired_time: 0.4253354669, output_fired_time: 0.3727520406, propagate_forward_time: 13.5858783722, propagate_backward_time: 20.4118747711, weight_update_time: 0.1099967808, other_time: 2.5188217163
epoch time: 2.9839491844s, input_fired_time: 0.0518369153, output_fired_time: 0.0000000000, propagate_forward_time: 2.5346121788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975000381
validation[          , genome  1499] predictions:    9302/  10000 (93.02%), best:    9328/10000 (93.28%), error:      2198.63721, best error:      2171.16284 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 37.5456657410s, input_fired_time: 0.4320495427, output_fired_time: 0.3748460412, propagate_forward_time: 13.6312599182, propagate_backward_time: 20.5149288177, weight_update_time: 0.1129172593, other_time: 2.5925807953
epoch time: 3.1886556149s, input_fired_time: 0.0549591035, output_fired_time: 0.0000000000, propagate_forward_time: 2.7095630169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241335392
validation[          , genome  1499] predictions:    9315/  10000 (93.15%), best:    9328/10000 (93.28%), error:      2192.31055, best error:      2171.16284 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 37.4742546082s, input_fired_time: 0.4306412041, output_fired_time: 0.3735179305, propagate_forward_time: 13.6245632172, propagate_backward_time: 20.4768676758, weight_update_time: 0.1113156900, other_time: 2.5686664581
epoch time: 3.1927084923s, input_fired_time: 0.0530109629, output_fired_time: 0.0000000000, propagate_forward_time: 2.7294993401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101982117
validation[          , genome  1499] predictions:    9328/  10000 (93.28%), best:    9328/10000 (93.28%), error:      2167.07617, best error:      2167.07617 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 37.3338356018s, input_fired_time: 0.4312219024, output_fired_time: 0.3734435737, propagate_forward_time: 13.5440378189, propagate_backward_time: 20.3955230713, weight_update_time: 0.1131707132, other_time: 2.5896110535
epoch time: 3.1663553715s, input_fired_time: 0.0542520434, output_fired_time: 0.0000000000, propagate_forward_time: 2.6945071220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175961018
validation[          , genome  1499] predictions:    9329/  10000 (93.29%), best:    9329/10000 (93.29%), error:      2126.64380, best error:      2126.64380 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 37.2330589294s, input_fired_time: 0.4356246293, output_fired_time: 0.3714792728, propagate_forward_time: 13.5089139938, propagate_backward_time: 20.2910137177, weight_update_time: 0.1134728268, other_time: 2.6260280609
epoch time: 3.1865870953s, input_fired_time: 0.0532961413, output_fired_time: 0.0000000000, propagate_forward_time: 2.7246582508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086327553
validation[          , genome  1499] predictions:    9316/  10000 (93.16%), best:    9329/10000 (93.29%), error:      2175.62061, best error:      2126.64380 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 37.5850906372s, input_fired_time: 0.4384071827, output_fired_time: 0.3758414388, propagate_forward_time: 13.5979471207, propagate_backward_time: 20.4265842438, weight_update_time: 0.1164705530, other_time: 2.7463092804
epoch time: 3.2122066021s, input_fired_time: 0.0563998520, output_fired_time: 0.0000000000, propagate_forward_time: 2.7211008072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347059727
validation[          , genome  1499] predictions:    9330/  10000 (93.30%), best:    9329/10000 (93.29%), error:      2135.12109, best error:      2126.64380 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 37.0352210999s, input_fired_time: 0.4232150912, output_fired_time: 0.3680897355, propagate_forward_time: 13.3615694046, propagate_backward_time: 20.3381900787, weight_update_time: 0.1098139808, other_time: 2.5441570282
epoch time: 3.2469069958s, input_fired_time: 0.0567930639, output_fired_time: 0.0000000000, propagate_forward_time: 2.7453207970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447932243
validation[          , genome  1499] predictions:    9336/  10000 (93.36%), best:    9336/10000 (93.36%), error:      2119.42798, best error:      2119.42798 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 37.3890914917s, input_fired_time: 0.4290297925, output_fired_time: 0.3720701337, propagate_forward_time: 13.5814161301, propagate_backward_time: 20.4257793427, weight_update_time: 0.1129228994, other_time: 2.5807933807
epoch time: 3.2171258926s, input_fired_time: 0.0569794476, output_fired_time: 0.0000000000, propagate_forward_time: 2.7295570374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305894375
validation[          , genome  1499] predictions:    9334/  10000 (93.34%), best:    9334/10000 (93.34%), error:      2097.51807, best error:      2097.51807 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 37.3000411987s, input_fired_time: 0.4330240786, output_fired_time: 0.3717670441, propagate_forward_time: 13.5520076752, propagate_backward_time: 20.3926010132, weight_update_time: 0.1107821763, other_time: 2.5506381989
epoch time: 3.1718177795s, input_fired_time: 0.0545822643, output_fired_time: 0.0000000000, propagate_forward_time: 2.6930603981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241750240
validation[          , genome  1499] predictions:    9320/  10000 (93.20%), best:    9334/10000 (93.34%), error:      2185.80664, best error:      2097.51807 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 37.1619720459s, input_fired_time: 0.4327159524, output_fired_time: 0.3719744980, propagate_forward_time: 13.4960346222, propagate_backward_time: 20.2643680573, weight_update_time: 0.1131112725, other_time: 2.5968780518
epoch time: 3.2025260925s, input_fired_time: 0.0568017960, output_fired_time: 0.0000000000, propagate_forward_time: 2.7115750313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341492653
validation[          , genome  1499] predictions:    9347/  10000 (93.47%), best:    9347/10000 (93.47%), error:      2049.81982, best error:      2049.81982 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 37.3113784790s, input_fired_time: 0.4303298295, output_fired_time: 0.3695149422, propagate_forward_time: 13.5645141602, propagate_backward_time: 20.3971233368, weight_update_time: 0.1110218540, other_time: 2.5498981476
epoch time: 3.2033643723s, input_fired_time: 0.0531097725, output_fired_time: 0.0000000000, propagate_forward_time: 2.7362427711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4140117168
validation[          , genome  1499] predictions:    9276/  10000 (92.76%), best:    9347/10000 (93.47%), error:      2233.88574, best error:      2049.81982 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 37.1059303284s, input_fired_time: 0.4277756214, output_fired_time: 0.3705048561, propagate_forward_time: 13.4874086380, propagate_backward_time: 20.2925300598, weight_update_time: 0.1114498675, other_time: 2.5277099609
epoch time: 3.1401662827s, input_fired_time: 0.0533258319, output_fired_time: 0.0000000000, propagate_forward_time: 2.6750726700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117677212
validation[          , genome  1499] predictions:    9293/  10000 (92.93%), best:    9347/10000 (93.47%), error:      2178.99512, best error:      2049.81982 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 37.2891082764s, input_fired_time: 0.4235822558, output_fired_time: 0.3698339462, propagate_forward_time: 13.5757532120, propagate_backward_time: 20.4055576324, weight_update_time: 0.1101611406, other_time: 2.5143795013
epoch time: 3.2207977772s, input_fired_time: 0.0547082312, output_fired_time: 0.0000000000, propagate_forward_time: 2.7456462383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204432964
validation[          , genome  1499] predictions:    9346/  10000 (93.46%), best:    9347/10000 (93.47%), error:      2059.77002, best error:      2049.81982 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 37.5010757446s, input_fired_time: 0.4321816266, output_fired_time: 0.3722127676, propagate_forward_time: 13.6335573196, propagate_backward_time: 20.4772891998, weight_update_time: 0.1126596853, other_time: 2.5858364105
epoch time: 3.2076318264s, input_fired_time: 0.0543482937, output_fired_time: 0.0000000000, propagate_forward_time: 2.7365441322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4167394638
validation[          , genome  1499] predictions:    9350/  10000 (93.50%), best:    9347/10000 (93.47%), error:      2068.62012, best error:      2049.81982 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 37.4894599915s, input_fired_time: 0.4286294580, output_fired_time: 0.3732886910, propagate_forward_time: 13.6071863174, propagate_backward_time: 20.5099964142, weight_update_time: 0.1120755300, other_time: 2.5703601837
epoch time: 3.2035584450s, input_fired_time: 0.0525972471, output_fired_time: 0.0000000000, propagate_forward_time: 2.7481088638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028522968
validation[          , genome  1499] predictions:    9319/  10000 (93.19%), best:    9347/10000 (93.47%), error:      2146.76343, best error:      2049.81982 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 37.1176490784s, input_fired_time: 0.4205958843, output_fired_time: 0.3679023981, propagate_forward_time: 13.4832649231, propagate_backward_time: 20.3632373810, weight_update_time: 0.1086020768, other_time: 2.4826488495
epoch time: 3.2157471180s, input_fired_time: 0.0566840433, output_fired_time: 0.0000000000, propagate_forward_time: 2.7209162712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381468296
validation[          , genome  1499] predictions:    9344/  10000 (93.44%), best:    9347/10000 (93.47%), error:      2116.65454, best error:      2049.81982 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 37.1963806152s, input_fired_time: 0.4193423390, output_fired_time: 0.3666779399, propagate_forward_time: 13.6081924438, propagate_backward_time: 20.3984966278, weight_update_time: 0.1066502854, other_time: 2.4036731720
epoch time: 3.1723506451s, input_fired_time: 0.0532817841, output_fired_time: 0.0000000000, propagate_forward_time: 2.7119300365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071388245
validation[          , genome  1499] predictions:    9317/  10000 (93.17%), best:    9347/10000 (93.47%), error:      2165.06934, best error:      2049.81982 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 37.2859687805s, input_fired_time: 0.4226889014, output_fired_time: 0.3679345846, propagate_forward_time: 13.6409406662, propagate_backward_time: 20.4192066193, weight_update_time: 0.1088340431, other_time: 2.4351978302
epoch time: 3.1761670113s, input_fired_time: 0.0527523719, output_fired_time: 0.0000000000, propagate_forward_time: 2.7168221474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065926075
validation[          , genome  1499] predictions:    9298/  10000 (92.98%), best:    9347/10000 (93.47%), error:      2239.85474, best error:      2049.81982 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 37.2211074829s, input_fired_time: 0.4206266999, output_fired_time: 0.3667094707, propagate_forward_time: 13.5772686005, propagate_backward_time: 20.4107341766, weight_update_time: 0.1070158854, other_time: 2.4457664490
epoch time: 3.2178304195s, input_fired_time: 0.0553251766, output_fired_time: 0.0000000000, propagate_forward_time: 2.7396473885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228577614
validation[          , genome  1499] predictions:    9309/  10000 (93.09%), best:    9347/10000 (93.47%), error:      2122.50610, best error:      2049.81982 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 37.4602584839s, input_fired_time: 0.4235455990, output_fired_time: 0.3698249161, propagate_forward_time: 13.6622142792, propagate_backward_time: 20.5363826752, weight_update_time: 0.1084408164, other_time: 2.4682922363
epoch time: 3.0900583267s, input_fired_time: 0.0527872033, output_fired_time: 0.0000000000, propagate_forward_time: 2.6229581833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143128395
validation[          , genome  1499] predictions:    9333/  10000 (93.33%), best:    9347/10000 (93.47%), error:      2127.53320, best error:      2049.81982 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 37.2820281982s, input_fired_time: 0.4233701527, output_fired_time: 0.3683393598, propagate_forward_time: 13.5995817184, propagate_backward_time: 20.4321479797, weight_update_time: 0.1082564890, other_time: 2.4585876465
epoch time: 3.1856532097s, input_fired_time: 0.0541163422, output_fired_time: 0.0000000000, propagate_forward_time: 2.7237839699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4077529907
validation[          , genome  1499] predictions:    9336/  10000 (93.36%), best:    9347/10000 (93.47%), error:      2175.57056, best error:      2049.81982 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 37.0298919678s, input_fired_time: 0.4221324623, output_fired_time: 0.3654353023, propagate_forward_time: 13.5405273438, propagate_backward_time: 20.3061466217, weight_update_time: 0.1062033027, other_time: 2.3956508636
epoch time: 3.1854791641s, input_fired_time: 0.0546990000, output_fired_time: 0.0000000000, propagate_forward_time: 2.7094793320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213008881
validation[          , genome  1499] predictions:    9335/  10000 (93.35%), best:    9347/10000 (93.47%), error:      2074.49170, best error:      2049.81982 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 36.6835327148s, input_fired_time: 0.4166155756, output_fired_time: 0.3625791073, propagate_forward_time: 13.3150901794, propagate_backward_time: 20.1546001434, weight_update_time: 0.1057072058, other_time: 2.4346485138
epoch time: 3.2242908478s, input_fired_time: 0.0550015941, output_fired_time: 0.0000000000, propagate_forward_time: 2.7453877926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239015579
validation[          , genome  1499] predictions:    9339/  10000 (93.39%), best:    9347/10000 (93.47%), error:      2102.52173, best error:      2049.81982 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 35.6072273254s, input_fired_time: 0.4077998102, output_fired_time: 0.3508616090, propagate_forward_time: 12.9734363556, propagate_backward_time: 19.5602378845, weight_update_time: 0.1027995944, other_time: 2.3148937225
epoch time: 3.1997470856s, input_fired_time: 0.0542781539, output_fired_time: 0.0000000000, propagate_forward_time: 2.7274940014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179749489
validation[          , genome  1499] predictions:    9334/  10000 (93.34%), best:    9347/10000 (93.47%), error:      2095.27539, best error:      2049.81982 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 37.2393302917s, input_fired_time: 0.4209991992, output_fired_time: 0.3678026199, propagate_forward_time: 13.5907764435, propagate_backward_time: 20.4621009827, weight_update_time: 0.1068607420, other_time: 2.3976535797
epoch time: 3.0950260162s, input_fired_time: 0.0528936945, output_fired_time: 0.0000000000, propagate_forward_time: 2.6442110538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979213238
validation[          , genome  1499] predictions:    9303/  10000 (93.03%), best:    9347/10000 (93.47%), error:      2197.78467, best error:      2049.81982 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 37.3120307922s, input_fired_time: 0.4204322696, output_fired_time: 0.3672903180, propagate_forward_time: 13.6389141083, propagate_backward_time: 20.4696063995, weight_update_time: 0.1076364443, other_time: 2.4157867432
epoch time: 3.2050814629s, input_fired_time: 0.0549729206, output_fired_time: 0.0000000000, propagate_forward_time: 2.7331995964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169089794
validation[          , genome  1499] predictions:    9342/  10000 (93.42%), best:    9347/10000 (93.47%), error:      2111.63818, best error:      2049.81982 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 37.2722053528s, input_fired_time: 0.4189282358, output_fired_time: 0.3679576516, propagate_forward_time: 13.6338720322, propagate_backward_time: 20.4922580719, weight_update_time: 0.1063861400, other_time: 2.3591861725
epoch time: 3.1957688332s, input_fired_time: 0.0555868149, output_fired_time: 0.0000000000, propagate_forward_time: 2.7208142281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193677902
validation[          , genome  1499] predictions:    9331/  10000 (93.31%), best:    9347/10000 (93.47%), error:      2171.90210, best error:      2049.81982 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 35.7463951111s, input_fired_time: 0.4119736850, output_fired_time: 0.3544537127, propagate_forward_time: 12.9724750519, propagate_backward_time: 19.6404628754, weight_update_time: 0.1034852043, other_time: 2.3670310974
epoch time: 3.1717057228s, input_fired_time: 0.0533995442, output_fired_time: 0.0000000000, propagate_forward_time: 2.7102866173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080195427
validation[          , genome  1499] predictions:    9362/  10000 (93.62%), best:    9347/10000 (93.47%), error:      2073.94189, best error:      2049.81982 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 37.4392585754s, input_fired_time: 0.4242911339, output_fired_time: 0.3700215816, propagate_forward_time: 13.7011175156, propagate_backward_time: 20.4998569489, weight_update_time: 0.1080788374, other_time: 2.4439716339
epoch time: 3.1987287998s, input_fired_time: 0.0550226048, output_fired_time: 0.0000000000, propagate_forward_time: 2.7282249928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154810905
validation[          , genome  1499] predictions:    9297/  10000 (92.97%), best:    9347/10000 (93.47%), error:      2206.59497, best error:      2049.81982 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 36.8788146973s, input_fired_time: 0.4187592268, output_fired_time: 0.3643092513, propagate_forward_time: 13.4574251175, propagate_backward_time: 20.2435684204, weight_update_time: 0.1056197062, other_time: 2.3947563171
epoch time: 3.1657385826s, input_fired_time: 0.0540298149, output_fired_time: 0.0000000000, propagate_forward_time: 2.7036309242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080779552
validation[          , genome  1499] predictions:    9356/  10000 (93.56%), best:    9347/10000 (93.47%), error:      2086.58765, best error:      2049.81982 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 37.3513298035s, input_fired_time: 0.4247839749, output_fired_time: 0.3685317636, propagate_forward_time: 13.6545391083, propagate_backward_time: 20.4837684631, weight_update_time: 0.1080460399, other_time: 2.4197063446
epoch time: 3.1155843735s, input_fired_time: 0.0541501381, output_fired_time: 0.0000000000, propagate_forward_time: 2.6602952480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011390209
validation[          , genome  1499] predictions:    9325/  10000 (93.25%), best:    9347/10000 (93.47%), error:      2131.06274, best error:      2049.81982 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 36.8627204895s, input_fired_time: 0.4194073081, output_fired_time: 0.3658072948, propagate_forward_time: 13.4174070358, propagate_backward_time: 20.2556266785, weight_update_time: 0.1063077822, other_time: 2.4044723511
epoch time: 3.1030378342s, input_fired_time: 0.0528947189, output_fired_time: 0.0000000000, propagate_forward_time: 2.6517832279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983597755
validation[          , genome  1499] predictions:    9365/  10000 (93.65%), best:    9365/10000 (93.65%), error:      2032.26868, best error:      2032.26868 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 37.1890983582s, input_fired_time: 0.4248751402, output_fired_time: 0.3678249121, propagate_forward_time: 13.5756273270, propagate_backward_time: 20.3611049652, weight_update_time: 0.1079876795, other_time: 2.4596691132
epoch time: 3.1748325825s, input_fired_time: 0.0548336580, output_fired_time: 0.0000000000, propagate_forward_time: 2.7105653286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094336033
validation[          , genome  1499] predictions:    9324/  10000 (93.24%), best:    9365/10000 (93.65%), error:      2159.79614, best error:      2032.26868 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 36.9262580872s, input_fired_time: 0.4220978022, output_fired_time: 0.3639067709, propagate_forward_time: 13.4716253281, propagate_backward_time: 20.2819709778, weight_update_time: 0.1057589352, other_time: 2.3866577148
epoch time: 3.1984593868s, input_fired_time: 0.0537676848, output_fired_time: 0.0000000000, propagate_forward_time: 2.7444188595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002728462
validation[          , genome  1499] predictions:    9363/  10000 (93.63%), best:    9365/10000 (93.65%), error:      2041.97314, best error:      2032.26868 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 37.1092720032s, input_fired_time: 0.4213095009, output_fired_time: 0.3651403785, propagate_forward_time: 13.5437078476, propagate_backward_time: 20.3775005341, weight_update_time: 0.1062750518, other_time: 2.4016132355
epoch time: 3.2109510899s, input_fired_time: 0.0548469611, output_fired_time: 0.0000000000, propagate_forward_time: 2.7409324646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151716232
validation[          , genome  1499] predictions:    9334/  10000 (93.34%), best:    9365/10000 (93.65%), error:      2149.02319, best error:      2032.26868 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 37.1696205139s, input_fired_time: 0.4200914800, output_fired_time: 0.3670385480, propagate_forward_time: 13.5900306702, propagate_backward_time: 20.4022197723, weight_update_time: 0.1064122170, other_time: 2.3902416229
epoch time: 3.2003538609s, input_fired_time: 0.0554455034, output_fired_time: 0.0000000000, propagate_forward_time: 2.7240700722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208383560
validation[          , genome  1499] predictions:    9312/  10000 (93.12%), best:    9365/10000 (93.65%), error:      2163.39014, best error:      2032.26868 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 37.3877792358s, input_fired_time: 0.4255141318, output_fired_time: 0.3685812056, propagate_forward_time: 13.6315708160, propagate_backward_time: 20.5228557587, weight_update_time: 0.1083471105, other_time: 2.4392585754
epoch time: 3.0906066895s, input_fired_time: 0.0535444394, output_fired_time: 0.0000000000, propagate_forward_time: 2.6321136951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049484730
validation[          , genome  1499] predictions:    9336/  10000 (93.36%), best:    9365/10000 (93.65%), error:      2137.24829, best error:      2032.26868 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 36.5574836731s, input_fired_time: 0.4182057679, output_fired_time: 0.3603432178, propagate_forward_time: 13.3635406494, propagate_backward_time: 20.0789051056, weight_update_time: 0.1043836921, other_time: 2.3364887238
epoch time: 3.2051656246s, input_fired_time: 0.0549447536, output_fired_time: 0.0000000000, propagate_forward_time: 2.7297768593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204440117
validation[          , genome  1499] predictions:    9311/  10000 (93.11%), best:    9365/10000 (93.65%), error:      2143.61475, best error:      2032.26868 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 37.2086524963s, input_fired_time: 0.4272205532, output_fired_time: 0.3675941825, propagate_forward_time: 13.5549402237, propagate_backward_time: 20.3911914825, weight_update_time: 0.1078940481, other_time: 2.4677066803
epoch time: 3.2264120579s, input_fired_time: 0.0562263168, output_fired_time: 0.0000000000, propagate_forward_time: 2.7482180595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219677448
validation[          , genome  1499] predictions:    9270/  10000 (92.70%), best:    9365/10000 (93.65%), error:      2352.76050, best error:      2032.26868 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 36.5103950500s, input_fired_time: 0.4207865596, output_fired_time: 0.3592441678, propagate_forward_time: 13.3059129715, propagate_backward_time: 20.0408134460, weight_update_time: 0.1052197963, other_time: 2.3836364746
epoch time: 3.2153773308s, input_fired_time: 0.0562790371, output_fired_time: 0.0000000000, propagate_forward_time: 2.7420279980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170703888
validation[          , genome  1499] predictions:    9343/  10000 (93.43%), best:    9365/10000 (93.65%), error:      2093.77295, best error:      2032.26868 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 37.1702194214s, input_fired_time: 0.4247723222, output_fired_time: 0.3663638532, propagate_forward_time: 13.5912399292, propagate_backward_time: 20.3907279968, weight_update_time: 0.1068402752, other_time: 2.3971138000
epoch time: 3.2324852943s, input_fired_time: 0.0549616627, output_fired_time: 0.0000000000, propagate_forward_time: 2.7611970901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163265228
validation[          , genome  1499] predictions:    9260/  10000 (92.60%), best:    9365/10000 (93.65%), error:      2440.45142, best error:      2032.26868 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 37.3876380920s, input_fired_time: 0.4229688644, output_fired_time: 0.3694165647, propagate_forward_time: 13.6822605133, propagate_backward_time: 20.5103092194, weight_update_time: 0.1067025363, other_time: 2.4026832581
epoch time: 3.1240963936s, input_fired_time: 0.0540236682, output_fired_time: 0.0000000000, propagate_forward_time: 2.6749691963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951034546
validation[          , genome  1499] predictions:    9359/  10000 (93.59%), best:    9365/10000 (93.65%), error:      2059.25439, best error:      2032.26868 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 36.9556655884s, input_fired_time: 0.4207116067, output_fired_time: 0.3653526902, propagate_forward_time: 13.4933605194, propagate_backward_time: 20.3223648071, weight_update_time: 0.1052054539, other_time: 2.3538761139
epoch time: 3.1250722408s, input_fired_time: 0.0530534387, output_fired_time: 0.0000000000, propagate_forward_time: 2.6754107475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966081142
validation[          , genome  1499] predictions:    9321/  10000 (93.21%), best:    9365/10000 (93.65%), error:      2153.06567, best error:      2032.26868 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 36.7838287354s, input_fired_time: 0.4222386181, output_fired_time: 0.3622326851, propagate_forward_time: 13.3958673477, propagate_backward_time: 20.1809406281, weight_update_time: 0.1064905897, other_time: 2.4225521088
epoch time: 3.1833498478s, input_fired_time: 0.0543708168, output_fired_time: 0.0000000000, propagate_forward_time: 2.7269573212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020216465
validation[          , genome  1499] predictions:    9333/  10000 (93.33%), best:    9365/10000 (93.65%), error:      2138.67456, best error:      2032.26868 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 37.2269554138s, input_fired_time: 0.4249020815, output_fired_time: 0.3668040633, propagate_forward_time: 13.5995187759, propagate_backward_time: 20.4488029480, weight_update_time: 0.1062944978, other_time: 2.3869285583
epoch time: 3.1934771538s, input_fired_time: 0.0550359078, output_fired_time: 0.0000000000, propagate_forward_time: 2.7300255299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4084157944
validation[          , genome  1499] predictions:    9367/  10000 (93.67%), best:    9365/10000 (93.65%), error:      2044.53247, best error:      2032.26868 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 37.1729507446s, input_fired_time: 0.4271891117, output_fired_time: 0.3662697673, propagate_forward_time: 13.5651969910, propagate_backward_time: 20.3763465881, weight_update_time: 0.1071060002, other_time: 2.4379501343
epoch time: 3.2027440071s, input_fired_time: 0.0555453449, output_fired_time: 0.0000000000, propagate_forward_time: 2.7255117893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216868877
validation[          , genome  1499] predictions:    9336/  10000 (93.36%), best:    9365/10000 (93.65%), error:      2127.29517, best error:      2032.26868 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 37.2893905640s, input_fired_time: 0.4230802357, output_fired_time: 0.3661143780, propagate_forward_time: 13.6391220093, propagate_backward_time: 20.4842662811, weight_update_time: 0.1059473008, other_time: 2.3768062592
epoch time: 3.2011437416s, input_fired_time: 0.0555683970, output_fired_time: 0.0000000000, propagate_forward_time: 2.7443430424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012322426
validation[          , genome  1499] predictions:    9342/  10000 (93.42%), best:    9365/10000 (93.65%), error:      2073.44263, best error:      2032.26868 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 36.8451080322s, input_fired_time: 0.4228858352, output_fired_time: 0.3633706570, propagate_forward_time: 13.4181365967, propagate_backward_time: 20.2598876953, weight_update_time: 0.1050369665, other_time: 2.3808288574
epoch time: 3.1938438416s, input_fired_time: 0.0564177781, output_fired_time: 0.0000000000, propagate_forward_time: 2.7198655605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175605774
validation[          , genome  1499] predictions:    9325/  10000 (93.25%), best:    9365/10000 (93.65%), error:      2175.00464, best error:      2032.26868 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 37.1569442749s, input_fired_time: 0.4267007709, output_fired_time: 0.3664241433, propagate_forward_time: 13.5637311935, propagate_backward_time: 20.3996334076, weight_update_time: 0.1061516702, other_time: 2.4004535675
epoch time: 3.0755066872s, input_fired_time: 0.0526284799, output_fired_time: 0.0000000000, propagate_forward_time: 2.6318871975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909909725
validation[          , genome  1499] predictions:    9337/  10000 (93.37%), best:    9365/10000 (93.65%), error:      2087.97485, best error:      2032.26868 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 37.0295066833s, input_fired_time: 0.4218108058, output_fired_time: 0.3640808463, propagate_forward_time: 13.5189838409, propagate_backward_time: 20.3297424316, weight_update_time: 0.1060169712, other_time: 2.3948879242
epoch time: 3.2013356686s, input_fired_time: 0.0542079955, output_fired_time: 0.0000000000, propagate_forward_time: 2.7497854233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973422050
validation[          , genome  1499] predictions:    9336/  10000 (93.36%), best:    9365/10000 (93.65%), error:      2148.26099, best error:      2032.26868 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 37.1356086731s, input_fired_time: 0.4218681753, output_fired_time: 0.3656390905, propagate_forward_time: 13.6291847229, propagate_backward_time: 20.3856983185, weight_update_time: 0.1053088754, other_time: 2.3332195282
epoch time: 3.2086491585s, input_fired_time: 0.0561151989, output_fired_time: 0.0000000000, propagate_forward_time: 2.7460207939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065132141
validation[          , genome  1499] predictions:    9323/  10000 (93.23%), best:    9365/10000 (93.65%), error:      2091.70703, best error:      2032.26868 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 37.3024940491s, input_fired_time: 0.4250094593, output_fired_time: 0.3664725125, propagate_forward_time: 13.5949039459, propagate_backward_time: 20.4939498901, weight_update_time: 0.1072678491, other_time: 2.4221553802
epoch time: 3.1693649292s, input_fired_time: 0.0536790974, output_fired_time: 0.0000000000, propagate_forward_time: 2.7240307331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916552067
validation[          , genome  1499] predictions:    9364/  10000 (93.64%), best:    9365/10000 (93.65%), error:      2075.21411, best error:      2032.26868 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 36.8535423279s, input_fired_time: 0.4205008745, output_fired_time: 0.3628632426, propagate_forward_time: 13.4794635773, propagate_backward_time: 20.2405319214, weight_update_time: 0.1051870510, other_time: 2.3501834869
epoch time: 3.0941348076s, input_fired_time: 0.0536243357, output_fired_time: 0.0000000000, propagate_forward_time: 2.6543118954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861985207
validation[          , genome  1499] predictions:    9344/  10000 (93.44%), best:    9365/10000 (93.65%), error:      2109.23364, best error:      2032.26868 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 37.3261604309s, input_fired_time: 0.4256139696, output_fired_time: 0.3681242466, propagate_forward_time: 13.6683139801, propagate_backward_time: 20.5022106171, weight_update_time: 0.1058096290, other_time: 2.3618965149
epoch time: 3.1617486477s, input_fired_time: 0.0561868697, output_fired_time: 0.0000000000, propagate_forward_time: 2.6823887825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231729507
validation[          , genome  1499] predictions:    9337/  10000 (93.37%), best:    9365/10000 (93.65%), error:      2118.33130, best error:      2032.26868 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 37.3279838562s, input_fired_time: 0.4294168949, output_fired_time: 0.3687152863, propagate_forward_time: 13.6292829514, propagate_backward_time: 20.4867801666, weight_update_time: 0.1066989675, other_time: 2.4137897491
epoch time: 3.2215833664s, input_fired_time: 0.0555141121, output_fired_time: 0.0000000000, propagate_forward_time: 2.7605142593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055550098
validation[          , genome  1499] predictions:    9365/  10000 (93.65%), best:    9365/10000 (93.65%), error:      2062.68652, best error:      2032.26868 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 37.2033119202s, input_fired_time: 0.4248365462, output_fired_time: 0.3660618663, propagate_forward_time: 13.6194362640, propagate_backward_time: 20.4158515930, weight_update_time: 0.1055018976, other_time: 2.3771266937
epoch time: 3.1848151684s, input_fired_time: 0.0535106733, output_fired_time: 0.0000000000, propagate_forward_time: 2.7326207161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986837864
validation[          , genome  1499] predictions:    9334/  10000 (93.34%), best:    9365/10000 (93.65%), error:      2112.47241, best error:      2032.26868 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 36.9758758545s, input_fired_time: 0.4234133363, output_fired_time: 0.3637647629, propagate_forward_time: 13.5299320221, propagate_backward_time: 20.2949008942, weight_update_time: 0.1050185561, other_time: 2.3638648987
epoch time: 3.2373929024s, input_fired_time: 0.0559134707, output_fired_time: 0.0000000000, propagate_forward_time: 2.7667200565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147593975
validation[          , genome  1499] predictions:    9293/  10000 (92.93%), best:    9365/10000 (93.65%), error:      2208.56226, best error:      2032.26868 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 37.2264366150s, input_fired_time: 0.4255036116, output_fired_time: 0.3657675683, propagate_forward_time: 13.6079921722, propagate_backward_time: 20.4362678528, weight_update_time: 0.1061137617, other_time: 2.3909053802
epoch time: 3.1984548569s, input_fired_time: 0.0539832301, output_fired_time: 0.0000000000, propagate_forward_time: 2.7529540062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915176392
validation[          , genome  1499] predictions:    9338/  10000 (93.38%), best:    9365/10000 (93.65%), error:      2078.31738, best error:      2032.26868 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 37.2210159302s, input_fired_time: 0.4258663058, output_fired_time: 0.3655414283, propagate_forward_time: 13.6198387146, propagate_backward_time: 20.4511871338, weight_update_time: 0.1055367440, other_time: 2.3585853577
epoch time: 3.2080628872s, input_fired_time: 0.0547102690, output_fired_time: 0.0000000000, propagate_forward_time: 2.7490868568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042658806
validation[          , genome  1499] predictions:    9326/  10000 (93.26%), best:    9365/10000 (93.65%), error:      2157.67285, best error:      2032.26868 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 37.0205039978s, input_fired_time: 0.4239978492, output_fired_time: 0.3640510142, propagate_forward_time: 13.5236454010, propagate_backward_time: 20.3669414520, weight_update_time: 0.1047902331, other_time: 2.3418693542
epoch time: 3.1810190678s, input_fired_time: 0.0547148772, output_fired_time: 0.0000000000, propagate_forward_time: 2.7187902927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075138569
validation[          , genome  1499] predictions:    9302/  10000 (93.02%), best:    9365/10000 (93.65%), error:      2294.24170, best error:      2032.26868 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 36.9949455261s, input_fired_time: 0.4251423180, output_fired_time: 0.3641731143, propagate_forward_time: 13.5303964615, propagate_backward_time: 20.3132820129, weight_update_time: 0.1050933450, other_time: 2.3619499207
epoch time: 3.2077147961s, input_fired_time: 0.0553589724, output_fired_time: 0.0000000000, propagate_forward_time: 2.7420547009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103012085
validation[          , genome  1499] predictions:    9323/  10000 (93.23%), best:    9365/10000 (93.65%), error:      2223.25342, best error:      2032.26868 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 37.0638198853s, input_fired_time: 0.4253451228, output_fired_time: 0.3640186489, propagate_forward_time: 13.5602626801, propagate_backward_time: 20.3492679596, weight_update_time: 0.1055438519, other_time: 2.3649253845
epoch time: 3.2203207016s, input_fired_time: 0.0549063757, output_fired_time: 0.0000000000, propagate_forward_time: 2.7591872215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062271118
validation[          , genome  1499] predictions:    9332/  10000 (93.32%), best:    9365/10000 (93.65%), error:      2160.61694, best error:      2032.26868 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 37.3114776611s, input_fired_time: 0.4256116152, output_fired_time: 0.3659666181, propagate_forward_time: 13.6399641037, propagate_backward_time: 20.5104331970, weight_update_time: 0.1058987379, other_time: 2.3694992065
epoch time: 3.1535120010s, input_fired_time: 0.0540390462, output_fired_time: 0.0000000000, propagate_forward_time: 2.7070155144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924574852
validation[          , genome  1499] predictions:    9340/  10000 (93.40%), best:    9365/10000 (93.65%), error:      2121.85034, best error:      2032.26868 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 37.2277488708s, input_fired_time: 0.4246758223, output_fired_time: 0.3663107455, propagate_forward_time: 13.6540527344, propagate_backward_time: 20.4664230347, weight_update_time: 0.1048598439, other_time: 2.3162879944
epoch time: 3.1831898689s, input_fired_time: 0.0547824502, output_fired_time: 0.0000000000, propagate_forward_time: 2.7316257954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967816830
validation[          , genome  1499] predictions:    9321/  10000 (93.21%), best:    9365/10000 (93.65%), error:      2166.60083, best error:      2032.26868 on epoch:    62, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 36.8755760193s, input_fired_time: 0.4250204563, output_fired_time: 0.3626828194, propagate_forward_time: 13.4776544571, propagate_backward_time: 20.2425270081, weight_update_time: 0.1048573107, other_time: 2.3676910400
epoch time: 3.1927244663s, input_fired_time: 0.0569876470, output_fired_time: 0.0000000000, propagate_forward_time: 2.7198596001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158771038
validation[          , genome  1499] predictions:    9332/  10000 (93.32%), best:    9365/10000 (93.65%), error:      2087.86426, best error:      2032.26868 on epoch:    62, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 37.2338905334s, input_fired_time: 0.4267716110, output_fired_time: 0.3654450774, propagate_forward_time: 13.6392898560, propagate_backward_time: 20.4374141693, weight_update_time: 0.1056944132, other_time: 2.3649692535
epoch time: 3.2020552158s, input_fired_time: 0.0566625260, output_fired_time: 0.0000000000, propagate_forward_time: 2.7335586548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118340015
validation[          , genome  1499] predictions:    9330/  10000 (93.30%), best:    9365/10000 (93.65%), error:      2180.08862, best error:      2032.26868 on epoch:    62, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 36.9557228088s, input_fired_time: 0.4258113801, output_fired_time: 0.3636891246, propagate_forward_time: 13.5016698837, propagate_backward_time: 20.3293209076, weight_update_time: 0.1047293097, other_time: 2.3352298737
epoch time: 3.2207412720s, input_fired_time: 0.0564326383, output_fired_time: 0.0000000000, propagate_forward_time: 2.7579917908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063167572
validation[          , genome  1499] predictions:    9352/  10000 (93.52%), best:    9365/10000 (93.65%), error:      2089.52808, best error:      2032.26868 on epoch:    62, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 36.8259582520s, input_fired_time: 0.4225897491, output_fired_time: 0.3621754646, propagate_forward_time: 13.4834699631, propagate_backward_time: 20.2614860535, weight_update_time: 0.1036950499, other_time: 2.2962379456
epoch time: 3.1843836308s, input_fired_time: 0.0544773154, output_fired_time: 0.0000000000, propagate_forward_time: 2.7347187996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951876163
validation[          , genome  1499] predictions:    9310/  10000 (93.10%), best:    9365/10000 (93.65%), error:      2178.06787, best error:      2032.26868 on epoch:    62, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 37.0263481140s, input_fired_time: 0.4235956967, output_fired_time: 0.3629956245, propagate_forward_time: 13.5960874557, propagate_backward_time: 20.3364105225, weight_update_time: 0.1037969738, other_time: 2.3072586060
epoch time: 3.1647758484s, input_fired_time: 0.0551812984, output_fired_time: 0.0000000000, propagate_forward_time: 2.7073926926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022018909
validation[          , genome  1499] predictions:    9362/  10000 (93.62%), best:    9362/10000 (93.62%), error:      2015.45227, best error:      2015.45227 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 37.2317848206s, input_fired_time: 0.4257571101, output_fired_time: 0.3654019535, propagate_forward_time: 13.6709108353, propagate_backward_time: 20.4702510834, weight_update_time: 0.1044707075, other_time: 2.2994632721
epoch time: 3.1877739429s, input_fired_time: 0.0556262359, output_fired_time: 0.0000000000, propagate_forward_time: 2.7401034832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920443058
validation[          , genome  1499] predictions:    9364/  10000 (93.64%), best:    9362/10000 (93.62%), error:      2056.23413, best error:      2015.45227 on epoch:    99, 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: 14.0893268585s, input_fired_time: 0.2526995242, output_fired_time: 0.0000000000, propagate_forward_time: 11.9360828400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9005441666
best training[          , genome  1499] predictions:   47774/  50000 (95.55%), best:    9362/10000 (93.62%), error:      7838.55078, best error:      2015.45227 on epoch:    99, 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: 3.1438202858s, input_fired_time: 0.0546191372, output_fired_time: 0.0000000000, propagate_forward_time: 2.6956224442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935787678
   testing[          , genome  1499] predictions:    9440/  10000 (94.40%), best:    9362/10000 (93.62%), error:      1918.78455, best error:      2015.45227 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:50:28 (4616): called boinc_finish(0)

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