Nameexact_genome_1512568488_43_5400_0
Workunit2598266
Created7 Dec 2017, 14:34:19 UTC
Sent7 Dec 2017, 14:41:31 UTC
Report deadline11 Dec 2017, 9:04:34 UTC
Received7 Dec 2017, 21:21:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 8 min 29 sec
CPU time1 hours 8 min 26 sec
Validate stateValid
Credit941.50
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.74 MB
Peak swap size151.55 MB
Peak disk usage1.04 MB

Stderr output

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

epoch time: 35.9458007812s, input_fired_time: 0.4920836985, output_fired_time: 0.3178475201, propagate_forward_time: 13.9238471985, propagate_backward_time: 19.7929420471, weight_update_time: 0.0622303113, other_time: 1.4190788269
epoch time: 3.0721542835s, input_fired_time: 0.0500990525, output_fired_time: 0.0000000000, propagate_forward_time: 2.7833969593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2386581898
validation[          , genome  5400] predictions:    9636/  10000 (96.36%), best:    9658/10000 (96.58%), error:      1232.53625, best error:      1194.25244 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 35.8481674194s, input_fired_time: 0.4881756306, output_fired_time: 0.3165415227, propagate_forward_time: 13.8994417191, propagate_backward_time: 19.7435760498, weight_update_time: 0.0615982115, other_time: 1.4004364014
epoch time: 3.0765583515s, input_fired_time: 0.0501833595, output_fired_time: 0.0000000000, propagate_forward_time: 2.7858853340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2404897213
validation[          , genome  5400] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1191.48218, best error:      1191.48218 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 35.9109420776s, input_fired_time: 0.4903701246, output_fired_time: 0.3177118003, propagate_forward_time: 13.9208965302, propagate_backward_time: 19.7757167816, weight_update_time: 0.0617195331, other_time: 1.4062461853
epoch time: 3.0736129284s, input_fired_time: 0.0501250215, output_fired_time: 0.0000000000, propagate_forward_time: 2.7833094597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2401783466
validation[          , genome  5400] predictions:    9626/  10000 (96.26%), best:    9665/10000 (96.65%), error:      1254.21851, best error:      1191.48218 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 35.8857154846s, input_fired_time: 0.4903393090, output_fired_time: 0.3167915642, propagate_forward_time: 13.9104633331, propagate_backward_time: 19.7662887573, weight_update_time: 0.0616573282, other_time: 1.4018306732
epoch time: 3.0835359097s, input_fired_time: 0.0525801331, output_fired_time: 0.0000000000, propagate_forward_time: 2.7843990326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2465567589
validation[          , genome  5400] predictions:    9639/  10000 (96.39%), best:    9665/10000 (96.65%), error:      1226.40381, best error:      1191.48218 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 35.9537277222s, input_fired_time: 0.4917008877, output_fired_time: 0.3188931048, propagate_forward_time: 13.9387226105, propagate_backward_time: 19.7917098999, weight_update_time: 0.0619307049, other_time: 1.4127025604
epoch time: 3.0745275021s, input_fired_time: 0.0501623750, output_fired_time: 0.0000000000, propagate_forward_time: 2.7840080261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2403571606
validation[          , genome  5400] predictions:    9641/  10000 (96.41%), best:    9665/10000 (96.65%), error:      1207.01196, best error:      1191.48218 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 35.9378700256s, input_fired_time: 0.4925098419, output_fired_time: 0.3187927306, propagate_forward_time: 13.9289426804, propagate_backward_time: 19.7628135681, weight_update_time: 0.0619462505, other_time: 1.4348068237
epoch time: 3.0814476013s, input_fired_time: 0.0510990992, output_fired_time: 0.0000000000, propagate_forward_time: 2.7868225574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2435259819
validation[          , genome  5400] predictions:    9592/  10000 (95.92%), best:    9665/10000 (96.65%), error:      1318.74646, best error:      1191.48218 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 37.9939308167s, input_fired_time: 0.5103960037, output_fired_time: 0.3341690898, propagate_forward_time: 14.7598333359, propagate_backward_time: 20.8678455353, weight_update_time: 0.0648970380, other_time: 1.5216884613
epoch time: 3.1180729866s, input_fired_time: 0.0535067581, output_fired_time: 0.0000000000, propagate_forward_time: 2.7993156910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652504444
validation[          , genome  5400] predictions:    9591/  10000 (95.91%), best:    9665/10000 (96.65%), error:      1330.34375, best error:      1191.48218 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 37.0192985535s, input_fired_time: 0.5034778118, output_fired_time: 0.3268258870, propagate_forward_time: 14.3334493637, propagate_backward_time: 20.3570709229, weight_update_time: 0.0634324849, other_time: 1.4984741211
epoch time: 3.0959725380s, input_fired_time: 0.0515839718, output_fired_time: 0.0000000000, propagate_forward_time: 2.7939355373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2504529953
validation[          , genome  5400] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1147.95337, best error:      1147.95337 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 36.0062332153s, input_fired_time: 0.4957453907, output_fired_time: 0.3190781474, propagate_forward_time: 13.9334859848, propagate_backward_time: 19.8018169403, weight_update_time: 0.0620599389, other_time: 1.4561061859
epoch time: 3.3898520470s, input_fired_time: 0.0549914725, output_fired_time: 0.0000000000, propagate_forward_time: 3.0694532394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654073238
validation[          , genome  5400] predictions:    9636/  10000 (96.36%), best:    9662/10000 (96.62%), error:      1226.34351, best error:      1147.95337 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 36.5341567993s, input_fired_time: 0.5124376416, output_fired_time: 0.3230242431, propagate_forward_time: 14.1494531631, propagate_backward_time: 20.0599403381, weight_update_time: 0.0626343116, other_time: 1.4893035889
epoch time: 3.2822389603s, input_fired_time: 0.0545245335, output_fired_time: 0.0000000000, propagate_forward_time: 2.9590780735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686364651
validation[          , genome  5400] predictions:    9629/  10000 (96.29%), best:    9662/10000 (96.62%), error:      1248.81946, best error:      1147.95337 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 35.9523315430s, input_fired_time: 0.4976320863, output_fired_time: 0.3187108338, propagate_forward_time: 13.9173440933, propagate_backward_time: 19.7908439636, weight_update_time: 0.0615541376, other_time: 1.4278030396
epoch time: 3.2929294109s, input_fired_time: 0.0536857359, output_fired_time: 0.0000000000, propagate_forward_time: 2.9829349518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2563087940
validation[          , genome  5400] predictions:    9632/  10000 (96.32%), best:    9662/10000 (96.62%), error:      1264.72595, best error:      1147.95337 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 35.9377021790s, input_fired_time: 0.4936142266, output_fired_time: 0.3189411759, propagate_forward_time: 13.9072790146, propagate_backward_time: 19.8065261841, weight_update_time: 0.0617280044, other_time: 1.4113388062
epoch time: 3.0737209320s, input_fired_time: 0.0512086377, output_fired_time: 0.0000000000, propagate_forward_time: 2.7833096981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392024994
validation[          , genome  5400] predictions:    9641/  10000 (96.41%), best:    9662/10000 (96.62%), error:      1251.58887, best error:      1147.95337 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 38.8252372742s, input_fired_time: 0.5115839839, output_fired_time: 0.3386772871, propagate_forward_time: 15.0693550110, propagate_backward_time: 21.4437274933, weight_update_time: 0.0639184192, other_time: 1.4618930817
epoch time: 3.0909366608s, input_fired_time: 0.0531207360, output_fired_time: 0.0000000000, propagate_forward_time: 2.7878899574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2499258518
validation[          , genome  5400] predictions:    9646/  10000 (96.46%), best:    9662/10000 (96.62%), error:      1188.52539, best error:      1147.95337 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 40.4145278931s, input_fired_time: 0.5243686438, output_fired_time: 0.3515154719, propagate_forward_time: 15.8050508499, propagate_backward_time: 22.1963939667, weight_update_time: 0.0673661903, other_time: 1.5371990204
epoch time: 3.1770532131s, input_fired_time: 0.0518672206, output_fired_time: 0.0000000000, propagate_forward_time: 2.8760535717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2491323948
validation[          , genome  5400] predictions:    9666/  10000 (96.66%), best:    9662/10000 (96.62%), error:      1191.88171, best error:      1147.95337 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 37.4299774170s, input_fired_time: 0.5042252541, output_fired_time: 0.3299233913, propagate_forward_time: 14.5342893600, propagate_backward_time: 20.6260471344, weight_update_time: 0.0636547953, other_time: 1.4354915619
epoch time: 3.4376978874s, input_fired_time: 0.0556477010, output_fired_time: 0.0000000000, propagate_forward_time: 3.1223764420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2596738338
validation[          , genome  5400] predictions:    9624/  10000 (96.24%), best:    9662/10000 (96.62%), error:      1280.13806, best error:      1147.95337 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 37.9747962952s, input_fired_time: 0.5089736581, output_fired_time: 0.3320793808, propagate_forward_time: 14.7677688599, propagate_backward_time: 20.8938999176, weight_update_time: 0.0648479760, other_time: 1.4720745087
epoch time: 3.0733146667s, input_fired_time: 0.0507614315, output_fired_time: 0.0000000000, propagate_forward_time: 2.7834718227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2390813828
validation[          , genome  5400] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1142.56970, best error:      1142.56970 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 37.1310348511s, input_fired_time: 0.5038691163, output_fired_time: 0.3261669278, propagate_forward_time: 14.4593181610, propagate_backward_time: 20.4225234985, weight_update_time: 0.0618211664, other_time: 1.4191570282
epoch time: 3.0708503723s, input_fired_time: 0.0503715239, output_fired_time: 0.0000000000, propagate_forward_time: 2.7826781273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2378008366
validation[          , genome  5400] predictions:    9636/  10000 (96.36%), best:    9661/10000 (96.61%), error:      1170.26172, best error:      1142.56970 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 35.8798789978s, input_fired_time: 0.4935417473, output_fired_time: 0.3163338304, propagate_forward_time: 13.9134168625, propagate_backward_time: 19.7656250000, weight_update_time: 0.0615056343, other_time: 1.3909606934
epoch time: 3.0726940632s, input_fired_time: 0.0502573550, output_fired_time: 0.0000000000, propagate_forward_time: 2.7840540409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2383825779
validation[          , genome  5400] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1129.76733, best error:      1129.76733 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 35.8798637390s, input_fired_time: 0.4968868494, output_fired_time: 0.3168314993, propagate_forward_time: 13.9097499847, propagate_backward_time: 19.7524280548, weight_update_time: 0.0619143322, other_time: 1.4039688110
epoch time: 3.0721776485s, input_fired_time: 0.0511326194, output_fired_time: 0.0000000000, propagate_forward_time: 2.7825222015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2385227680
validation[          , genome  5400] predictions:    9656/  10000 (96.56%), best:    9674/10000 (96.74%), error:      1205.88379, best error:      1129.76733 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 35.8277702332s, input_fired_time: 0.4939276874, output_fired_time: 0.3156895041, propagate_forward_time: 13.8966522217, propagate_backward_time: 19.7363491058, weight_update_time: 0.0613570996, other_time: 1.3851528168
epoch time: 3.0703961849s, input_fired_time: 0.0511359684, output_fired_time: 0.0000000000, propagate_forward_time: 2.7822625637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2369976044
validation[          , genome  5400] predictions:    9593/  10000 (95.93%), best:    9674/10000 (96.74%), error:      1332.79199, best error:      1129.76733 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 35.8234252930s, input_fired_time: 0.4925709069, output_fired_time: 0.3156000376, propagate_forward_time: 13.8960037231, propagate_backward_time: 19.7368259430, weight_update_time: 0.0612536669, other_time: 1.3824214935
epoch time: 3.0691211224s, input_fired_time: 0.0509796254, output_fired_time: 0.0000000000, propagate_forward_time: 2.7820847034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2360568047
validation[          , genome  5400] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1101.41406, best error:      1101.41406 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 36.9058876038s, input_fired_time: 0.5035113096, output_fired_time: 0.3237967491, propagate_forward_time: 14.3577508926, propagate_backward_time: 20.3008880615, weight_update_time: 0.0628500432, other_time: 1.4199447632
epoch time: 3.4307353497s, input_fired_time: 0.0570640527, output_fired_time: 0.0000000000, propagate_forward_time: 3.1039879322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2696833611
validation[          , genome  5400] predictions:    9651/  10000 (96.51%), best:    9660/10000 (96.60%), error:      1215.58948, best error:      1101.41406 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 39.2820587158s, input_fired_time: 0.5297703147, output_fired_time: 0.3423759937, propagate_forward_time: 15.2761793137, propagate_backward_time: 21.5284137726, weight_update_time: 0.0663883984, other_time: 1.6053180695
epoch time: 3.2931745052s, input_fired_time: 0.0547277816, output_fired_time: 0.0000000000, propagate_forward_time: 2.9737467766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646999359
validation[          , genome  5400] predictions:    9656/  10000 (96.56%), best:    9660/10000 (96.60%), error:      1114.78625, best error:      1101.41406 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 40.7270469666s, input_fired_time: 0.5338631272, output_fired_time: 0.3519005477, propagate_forward_time: 15.8949346542, propagate_backward_time: 22.3179321289, weight_update_time: 0.0676516593, other_time: 1.6284141541
epoch time: 3.3099920750s, input_fired_time: 0.0556883551, output_fired_time: 0.0000000000, propagate_forward_time: 2.9773333073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769703865
validation[          , genome  5400] predictions:    9589/  10000 (95.89%), best:    9660/10000 (96.60%), error:      1321.13074, best error:      1101.41406 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 39.6224594116s, input_fired_time: 0.5270149708, output_fired_time: 0.3436642885, propagate_forward_time: 15.4252586365, propagate_backward_time: 21.6850090027, weight_update_time: 0.0660064071, other_time: 1.6415100098
epoch time: 3.8312916756s, input_fired_time: 0.0606723577, output_fired_time: 0.0000000000, propagate_forward_time: 3.4678263664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027930260
validation[          , genome  5400] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1082.13940, best error:      1082.13940 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 39.2041053772s, input_fired_time: 0.5253953934, output_fired_time: 0.3407251537, propagate_forward_time: 15.2531185150, propagate_backward_time: 21.4843692780, weight_update_time: 0.0646562204, other_time: 1.6004981995
epoch time: 3.1455330849s, input_fired_time: 0.0531197600, output_fired_time: 0.0000000000, propagate_forward_time: 2.8412942886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2511191368
validation[          , genome  5400] predictions:    9647/  10000 (96.47%), best:    9693/10000 (96.93%), error:      1164.61804, best error:      1082.13940 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 38.5315933228s, input_fired_time: 0.5165357590, output_fired_time: 0.3364946842, propagate_forward_time: 15.0030088425, propagate_backward_time: 21.1928424835, weight_update_time: 0.0618022010, other_time: 1.4827098846
epoch time: 3.0796129704s, input_fired_time: 0.0520009138, output_fired_time: 0.0000000000, propagate_forward_time: 2.7871091366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2405028343
validation[          , genome  5400] predictions:    9659/  10000 (96.59%), best:    9693/10000 (96.93%), error:      1165.92651, best error:      1082.13940 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 35.8134994507s, input_fired_time: 0.4955352545, output_fired_time: 0.3151208162, propagate_forward_time: 13.9068870544, propagate_backward_time: 19.7374382019, weight_update_time: 0.0595158078, other_time: 1.3585166931
epoch time: 3.0699932575s, input_fired_time: 0.0515754595, output_fired_time: 0.0000000000, propagate_forward_time: 2.7816369534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2367808819
validation[          , genome  5400] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:      1070.46350, best error:      1070.46350 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 36.7674369812s, input_fired_time: 0.5038459301, output_fired_time: 0.3223424852, propagate_forward_time: 14.3049707413, propagate_backward_time: 20.2470874786, weight_update_time: 0.0609107055, other_time: 1.3891925812
epoch time: 3.0725023746s, input_fired_time: 0.0511237085, output_fired_time: 0.0000000000, propagate_forward_time: 2.7847883701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2365903854
validation[          , genome  5400] predictions:    9670/  10000 (96.70%), best:    9698/10000 (96.98%), error:      1116.70276, best error:      1070.46350 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 36.5666465759s, input_fired_time: 0.5021697283, output_fired_time: 0.3222664893, propagate_forward_time: 14.1742935181, propagate_backward_time: 20.1721057892, weight_update_time: 0.0607659481, other_time: 1.3958110809
epoch time: 3.0731534958s, input_fired_time: 0.0520805605, output_fired_time: 0.0000000000, propagate_forward_time: 2.7828402519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2382326126
validation[          , genome  5400] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1028.61938, best error:      1028.61938 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 36.0010719299s, input_fired_time: 0.4982190430, output_fired_time: 0.3162598610, propagate_forward_time: 13.9740695953, propagate_backward_time: 19.8486957550, weight_update_time: 0.0597245581, other_time: 1.3638267517
epoch time: 3.0751624107s, input_fired_time: 0.0515366159, output_fired_time: 0.0000000000, propagate_forward_time: 2.7855870724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2380387783
validation[          , genome  5400] predictions:    9624/  10000 (96.24%), best:    9703/10000 (97.03%), error:      1239.26526, best error:      1028.61938 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 36.0088195801s, input_fired_time: 0.4983774424, output_fired_time: 0.3174385428, propagate_forward_time: 13.9687414169, propagate_backward_time: 19.8522529602, weight_update_time: 0.0597307608, other_time: 1.3720054626
epoch time: 3.0748717785s, input_fired_time: 0.0521067195, output_fired_time: 0.0000000000, propagate_forward_time: 2.7846007347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2381644249
validation[          , genome  5400] predictions:    9689/  10000 (96.89%), best:    9703/10000 (97.03%), error:      1054.62646, best error:      1028.61938 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 36.7491493225s, input_fired_time: 0.5080572963, output_fired_time: 0.3229804635, propagate_forward_time: 14.2718954086, propagate_backward_time: 20.2405700684, weight_update_time: 0.0606107004, other_time: 1.4056472778
epoch time: 3.0761272907s, input_fired_time: 0.0528264977, output_fired_time: 0.0000000000, propagate_forward_time: 2.7843420506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2389588356
validation[          , genome  5400] predictions:    9649/  10000 (96.49%), best:    9703/10000 (97.03%), error:      1183.76733, best error:      1028.61938 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 35.9157218933s, input_fired_time: 0.5019049644, output_fired_time: 0.3174750209, propagate_forward_time: 13.9236431122, propagate_backward_time: 19.7880878448, weight_update_time: 0.0598667599, other_time: 1.3846130371
epoch time: 3.0766987801s, input_fired_time: 0.0529912673, output_fired_time: 0.0000000000, propagate_forward_time: 2.7841618061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2395458221
validation[          , genome  5400] predictions:    9570/  10000 (95.70%), best:    9703/10000 (97.03%), error:      1408.64441, best error:      1028.61938 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 35.8868751526s, input_fired_time: 0.5006108880, output_fired_time: 0.3168506920, propagate_forward_time: 13.9179315567, propagate_backward_time: 19.7750530243, weight_update_time: 0.0601422861, other_time: 1.3764286041
epoch time: 3.0782885551s, input_fired_time: 0.0539942980, output_fired_time: 0.0000000000, propagate_forward_time: 2.7842454910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2400488853
validation[          , genome  5400] predictions:    9636/  10000 (96.36%), best:    9703/10000 (97.03%), error:      1223.26245, best error:      1028.61938 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 35.8712654114s, input_fired_time: 0.5017142296, output_fired_time: 0.3161361814, propagate_forward_time: 13.9120416641, propagate_backward_time: 19.7698078156, weight_update_time: 0.0603464134, other_time: 1.3715686798
epoch time: 3.0837445259s, input_fired_time: 0.0545139909, output_fired_time: 0.0000000000, propagate_forward_time: 2.7830390930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2461915016
validation[          , genome  5400] predictions:    9667/  10000 (96.67%), best:    9703/10000 (97.03%), error:      1085.15210, best error:      1028.61938 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 35.8522491455s, input_fired_time: 0.4990726113, output_fired_time: 0.3154614866, propagate_forward_time: 13.9060869217, propagate_backward_time: 19.7690887451, weight_update_time: 0.0606575720, other_time: 1.3625411987
epoch time: 3.0805382729s, input_fired_time: 0.0527551025, output_fired_time: 0.0000000000, propagate_forward_time: 2.7860903740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2416927814
validation[          , genome  5400] predictions:    9587/  10000 (95.87%), best:    9703/10000 (97.03%), error:      1294.19238, best error:      1028.61938 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 35.8846549988s, input_fired_time: 0.5028966069, output_fired_time: 0.3162936866, propagate_forward_time: 13.9153223038, propagate_backward_time: 19.7754135132, weight_update_time: 0.0603578016, other_time: 1.3747329712
epoch time: 3.0768673420s, input_fired_time: 0.0529261380, output_fired_time: 0.0000000000, propagate_forward_time: 2.7837166786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2402245998
validation[          , genome  5400] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1024.86414, best error:      1024.86414 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 36.1681900024s, input_fired_time: 0.5030062795, output_fired_time: 0.3235592842, propagate_forward_time: 14.0343980789, propagate_backward_time: 19.9166030884, weight_update_time: 0.0606244281, other_time: 1.3906250000
epoch time: 3.0842053890s, input_fired_time: 0.0556341708, output_fired_time: 0.0000000000, propagate_forward_time: 2.7837970257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2447741032
validation[          , genome  5400] predictions:    9605/  10000 (96.05%), best:    9680/10000 (96.80%), error:      1286.66565, best error:      1024.86414 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 36.1795272827s, input_fired_time: 0.5050648451, output_fired_time: 0.3186931610, propagate_forward_time: 14.0412702560, propagate_backward_time: 19.9410591125, weight_update_time: 0.0602480434, other_time: 1.3734359741
epoch time: 3.0722956657s, input_fired_time: 0.0530316420, output_fired_time: 0.0000000000, propagate_forward_time: 2.7827355862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2365283966
validation[          , genome  5400] predictions:    9690/  10000 (96.90%), best:    9680/10000 (96.80%), error:      1091.02734, best error:      1024.86414 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 35.8410110474s, input_fired_time: 0.5024594665, output_fired_time: 0.3148919046, propagate_forward_time: 13.9111957550, propagate_backward_time: 19.7389354706, weight_update_time: 0.0599469952, other_time: 1.3735275269
epoch time: 3.0728702545s, input_fired_time: 0.0519007556, output_fired_time: 0.0000000000, propagate_forward_time: 2.7832448483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2377245426
validation[          , genome  5400] predictions:    9629/  10000 (96.29%), best:    9680/10000 (96.80%), error:      1178.52148, best error:      1024.86414 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 36.4189643860s, input_fired_time: 0.5089428425, output_fired_time: 0.3193919063, propagate_forward_time: 14.1472702026, propagate_backward_time: 20.0650234222, weight_update_time: 0.0607153289, other_time: 1.3783359528
epoch time: 3.0725278854s, input_fired_time: 0.0526386499, output_fired_time: 0.0000000000, propagate_forward_time: 2.7826960087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2371933460
validation[          , genome  5400] predictions:    9583/  10000 (95.83%), best:    9680/10000 (96.80%), error:      1320.05359, best error:      1024.86414 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 38.8317031860s, input_fired_time: 0.5289782286, output_fired_time: 0.3360074461, propagate_forward_time: 15.1351537704, propagate_backward_time: 21.3836364746, weight_update_time: 0.0640988499, other_time: 1.4479293823
epoch time: 3.1409904957s, input_fired_time: 0.0540252551, output_fired_time: 0.0000000000, propagate_forward_time: 2.8405137062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2464516163
validation[          , genome  5400] predictions:    9670/  10000 (96.70%), best:    9680/10000 (96.80%), error:      1091.84790, best error:      1024.86414 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 38.8924179077s, input_fired_time: 0.5243290663, output_fired_time: 0.3368428648, propagate_forward_time: 15.1657485962, propagate_backward_time: 21.4232044220, weight_update_time: 0.0635920018, other_time: 1.4422931671
epoch time: 3.0741086006s, input_fired_time: 0.0517608970, output_fired_time: 0.0000000000, propagate_forward_time: 2.7861447334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2362029552
validation[          , genome  5400] predictions:    9655/  10000 (96.55%), best:    9680/10000 (96.80%), error:      1172.65503, best error:      1024.86414 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 36.8559875488s, input_fired_time: 0.5070742369, output_fired_time: 0.3223180175, propagate_forward_time: 14.3663988113, propagate_backward_time: 20.2924041748, weight_update_time: 0.0589306243, other_time: 1.3677940369
epoch time: 3.3702852726s, input_fired_time: 0.0562269203, output_fired_time: 0.0000000000, propagate_forward_time: 3.0582785606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2557797432
validation[          , genome  5400] predictions:    9679/  10000 (96.79%), best:    9680/10000 (96.80%), error:      1072.42395, best error:      1024.86414 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 40.9422531128s, input_fired_time: 0.5414151549, output_fired_time: 0.3521014154, propagate_forward_time: 16.0250244141, propagate_backward_time: 22.5205249786, weight_update_time: 0.0651155189, other_time: 1.5031871796
epoch time: 3.5106868744s, input_fired_time: 0.0587818511, output_fired_time: 0.0000000000, propagate_forward_time: 3.1867825985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2651224136
validation[          , genome  5400] predictions:    9635/  10000 (96.35%), best:    9680/10000 (96.80%), error:      1213.49573, best error:      1024.86414 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 38.8538818359s, input_fired_time: 0.5274793506, output_fired_time: 0.3369190097, propagate_forward_time: 15.1221656799, propagate_backward_time: 21.4154338837, weight_update_time: 0.0636894628, other_time: 1.4518833160
epoch time: 3.8187556267s, input_fired_time: 0.0629996136, output_fired_time: 0.0000000000, propagate_forward_time: 3.4671225548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886333466
validation[          , genome  5400] predictions:    9657/  10000 (96.57%), best:    9680/10000 (96.80%), error:      1086.59998, best error:      1024.86414 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 39.6150360107s, input_fired_time: 0.5322481990, output_fired_time: 0.3429653049, propagate_forward_time: 15.4619493484, propagate_backward_time: 21.8217468262, weight_update_time: 0.0631229058, other_time: 1.4561271667
epoch time: 3.0710556507s, input_fired_time: 0.0530710742, output_fired_time: 0.0000000000, propagate_forward_time: 2.7803447247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2376399040
validation[          , genome  5400] predictions:    9582/  10000 (95.82%), best:    9680/10000 (96.80%), error:      1352.82410, best error:      1024.86414 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 36.6748657227s, input_fired_time: 0.5052632689, output_fired_time: 0.3210029602, propagate_forward_time: 14.2856788635, propagate_backward_time: 20.2085609436, weight_update_time: 0.0585625060, other_time: 1.3543586731
epoch time: 3.0683763027s, input_fired_time: 0.0514533520, output_fired_time: 0.0000000000, propagate_forward_time: 2.7805333138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2363896370
validation[          , genome  5400] predictions:    9653/  10000 (96.53%), best:    9680/10000 (96.80%), error:      1118.23987, best error:      1024.86414 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 36.1836204529s, input_fired_time: 0.5029360652, output_fired_time: 0.3174672127, propagate_forward_time: 14.0691099167, propagate_backward_time: 19.9562034607, weight_update_time: 0.0578393787, other_time: 1.3379020691
epoch time: 3.1442949772s, input_fired_time: 0.0536099188, output_fired_time: 0.0000000000, propagate_forward_time: 2.8484854698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2421996593
validation[          , genome  5400] predictions:    9678/  10000 (96.78%), best:    9680/10000 (96.80%), error:      1082.60425, best error:      1024.86414 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 36.1802177429s, input_fired_time: 0.5051164627, output_fired_time: 0.3182705641, propagate_forward_time: 14.0738191605, propagate_backward_time: 19.9495048523, weight_update_time: 0.0575456843, other_time: 1.3335075378
epoch time: 3.0744462013s, input_fired_time: 0.0537673086, output_fired_time: 0.0000000000, propagate_forward_time: 2.7824971676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2381818295
validation[          , genome  5400] predictions:    9684/  10000 (96.84%), best:    9680/10000 (96.80%), error:      1060.29016, best error:      1024.86414 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 36.7522392273s, input_fired_time: 0.5080689788, output_fired_time: 0.3223202229, propagate_forward_time: 14.3092174530, propagate_backward_time: 20.2558555603, weight_update_time: 0.0586128496, other_time: 1.3567790985
epoch time: 3.1278464794s, input_fired_time: 0.0535227768, output_fired_time: 0.0000000000, propagate_forward_time: 2.8338639736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2404596806
validation[          , genome  5400] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1023.78534, best error:      1023.78534 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 38.5183372498s, input_fired_time: 0.5267021060, output_fired_time: 0.3362047374, propagate_forward_time: 15.0075788498, propagate_backward_time: 21.2200279236, weight_update_time: 0.0618100353, other_time: 1.4278221130
epoch time: 4.0576157570s, input_fired_time: 0.0651397780, output_fired_time: 0.0000000000, propagate_forward_time: 3.6890347004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034412861
validation[          , genome  5400] predictions:    9594/  10000 (95.94%), best:    9697/10000 (96.97%), error:      1391.00232, best error:      1023.78534 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 36.5565528870s, input_fired_time: 0.5126802921, output_fired_time: 0.3202919066, propagate_forward_time: 14.1919221878, propagate_backward_time: 20.1362895966, weight_update_time: 0.0610838719, other_time: 1.3953685760
epoch time: 3.0926074982s, input_fired_time: 0.0546462052, output_fired_time: 0.0000000000, propagate_forward_time: 2.7941830158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2437782288
validation[          , genome  5400] predictions:    9654/  10000 (96.54%), best:    9697/10000 (96.97%), error:      1145.08447, best error:      1023.78534 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 37.5408821106s, input_fired_time: 0.5181600451, output_fired_time: 0.3291872442, propagate_forward_time: 14.5980367661, propagate_backward_time: 20.6886329651, weight_update_time: 0.0600846782, other_time: 1.4068641663
epoch time: 3.0776159763s, input_fired_time: 0.0521224029, output_fired_time: 0.0000000000, propagate_forward_time: 2.7845511436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2409424782
validation[          , genome  5400] predictions:    9654/  10000 (96.54%), best:    9697/10000 (96.97%), error:      1176.26929, best error:      1023.78534 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 37.8518905640s, input_fired_time: 0.5269014835, output_fired_time: 0.3302931190, propagate_forward_time: 14.7186794281, propagate_backward_time: 20.8452148438, weight_update_time: 0.0628279746, other_time: 1.4308032990
epoch time: 3.0937538147s, input_fired_time: 0.0551688187, output_fired_time: 0.0000000000, propagate_forward_time: 2.7917959690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2467889786
validation[          , genome  5400] predictions:    9673/  10000 (96.73%), best:    9697/10000 (96.97%), error:      1113.61169, best error:      1023.78534 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 41.4448547363s, input_fired_time: 0.5498799682, output_fired_time: 0.3559081852, propagate_forward_time: 16.1970081329, propagate_backward_time: 22.8142738342, weight_update_time: 0.0669870600, other_time: 1.5277843475
epoch time: 4.0916485786s, input_fired_time: 0.0664745793, output_fired_time: 0.0000000000, propagate_forward_time: 3.7233572006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018169403
validation[          , genome  5400] predictions:    9637/  10000 (96.37%), best:    9697/10000 (96.97%), error:      1227.08972, best error:      1023.78534 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 40.7945289612s, input_fired_time: 0.5430353284, output_fired_time: 0.3516290784, propagate_forward_time: 15.9682617188, propagate_backward_time: 22.4233322144, weight_update_time: 0.0653052926, other_time: 1.5082740784
epoch time: 3.4451177120s, input_fired_time: 0.0603882894, output_fired_time: 0.0000000000, propagate_forward_time: 3.1177511215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669782639
validation[          , genome  5400] predictions:    9611/  10000 (96.11%), best:    9697/10000 (96.97%), error:      1303.10059, best error:      1023.78534 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 37.3638458252s, input_fired_time: 0.5187855363, output_fired_time: 0.3273983896, propagate_forward_time: 14.4879703522, propagate_backward_time: 20.6180381775, weight_update_time: 0.0616039857, other_time: 1.4116497040
epoch time: 3.6893072128s, input_fired_time: 0.0629153103, output_fired_time: 0.0000000000, propagate_forward_time: 3.3483309746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2780609131
validation[          , genome  5400] predictions:    9685/  10000 (96.85%), best:    9697/10000 (96.97%), error:      1100.38599, best error:      1023.78534 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 36.0412483215s, input_fired_time: 0.5105923414, output_fired_time: 0.3180486560, propagate_forward_time: 13.9751424789, propagate_backward_time: 19.8670101166, weight_update_time: 0.0596081503, other_time: 1.3704509735
epoch time: 3.0894000530s, input_fired_time: 0.0556553639, output_fired_time: 0.0000000000, propagate_forward_time: 2.7860064507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2477381229
validation[          , genome  5400] predictions:    9650/  10000 (96.50%), best:    9697/10000 (96.97%), error:      1159.70325, best error:      1023.78534 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 37.1349754333s, input_fired_time: 0.5181220174, output_fired_time: 0.3245713711, propagate_forward_time: 14.4123506546, propagate_backward_time: 20.4860572815, weight_update_time: 0.0601318926, other_time: 1.3938751221
epoch time: 3.0785558224s, input_fired_time: 0.0549823903, output_fired_time: 0.0000000000, propagate_forward_time: 2.7825741768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2409992218
validation[          , genome  5400] predictions:    9594/  10000 (95.94%), best:    9697/10000 (96.97%), error:      1354.94360, best error:      1023.78534 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 37.2196006775s, input_fired_time: 0.5155620575, output_fired_time: 0.3262585700, propagate_forward_time: 14.4823465347, propagate_backward_time: 20.4963703156, weight_update_time: 0.0596123710, other_time: 1.3990650177
epoch time: 3.3014712334s, input_fired_time: 0.0562621802, output_fired_time: 0.0000000000, propagate_forward_time: 2.9920589924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2531499863
validation[          , genome  5400] predictions:    9680/  10000 (96.80%), best:    9697/10000 (96.97%), error:      1051.79395, best error:      1023.78534 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 37.6777687073s, input_fired_time: 0.5233699083, output_fired_time: 0.3292926848, propagate_forward_time: 14.6608362198, propagate_backward_time: 20.7446708679, weight_update_time: 0.0599297881, other_time: 1.4196014404
epoch time: 3.1301815510s, input_fired_time: 0.0547616184, output_fired_time: 0.0000000000, propagate_forward_time: 2.8309965134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2444233894
validation[          , genome  5400] predictions:    9664/  10000 (96.64%), best:    9697/10000 (96.97%), error:      1136.74475, best error:      1023.78534 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 38.2505149841s, input_fired_time: 0.5264070630, output_fired_time: 0.3334963620, propagate_forward_time: 14.8924036026, propagate_backward_time: 21.0542125702, weight_update_time: 0.0630407259, other_time: 1.4439983368
epoch time: 3.0794966221s, input_fired_time: 0.0538332090, output_fired_time: 0.0000000000, propagate_forward_time: 2.7869384289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2387249470
validation[          , genome  5400] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1130.75769, best error:      1023.78534 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 39.0132865906s, input_fired_time: 0.5344620943, output_fired_time: 0.3388215303, propagate_forward_time: 15.2376260757, propagate_backward_time: 21.4452686310, weight_update_time: 0.0643828735, other_time: 1.4571094513
epoch time: 3.1334376335s, input_fired_time: 0.0554622635, output_fired_time: 0.0000000000, propagate_forward_time: 2.8349525928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2430226803
validation[          , genome  5400] predictions:    9682/  10000 (96.82%), best:    9697/10000 (96.97%), error:      1048.19006, best error:      1023.78534 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 36.9032669067s, input_fired_time: 0.5181384087, output_fired_time: 0.3243319988, propagate_forward_time: 14.3409814835, propagate_backward_time: 20.3265457153, weight_update_time: 0.0589797720, other_time: 1.3932685852
epoch time: 3.2420818806s, input_fired_time: 0.0577487200, output_fired_time: 0.0000000000, propagate_forward_time: 2.9347047806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2496283054
validation[          , genome  5400] predictions:    9664/  10000 (96.64%), best:    9697/10000 (96.97%), error:      1147.56384, best error:      1023.78534 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 36.9531021118s, input_fired_time: 0.5170866251, output_fired_time: 0.3259406686, propagate_forward_time: 14.3772850037, propagate_backward_time: 20.3652095795, weight_update_time: 0.0588075481, other_time: 1.3675823212
epoch time: 3.1335585117s, input_fired_time: 0.0541970357, output_fired_time: 0.0000000000, propagate_forward_time: 2.8384065628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2409548759
validation[          , genome  5400] predictions:    9675/  10000 (96.75%), best:    9697/10000 (96.97%), error:      1078.90015, best error:      1023.78534 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 37.0456047058s, input_fired_time: 0.5149269700, output_fired_time: 0.3244636059, propagate_forward_time: 14.4181995392, propagate_backward_time: 20.4155750275, weight_update_time: 0.0590369441, other_time: 1.3724403381
epoch time: 3.1285424232s, input_fired_time: 0.0540060997, output_fired_time: 0.0000000000, propagate_forward_time: 2.8338527679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2406835556
validation[          , genome  5400] predictions:    9689/  10000 (96.89%), best:    9697/10000 (96.97%), error:      1071.77930, best error:      1023.78534 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 37.2564239502s, input_fired_time: 0.5181245804, output_fired_time: 0.3274662197, propagate_forward_time: 14.4624261856, propagate_backward_time: 20.5616397858, weight_update_time: 0.0602009632, other_time: 1.3867702484
epoch time: 3.7197787762s, input_fired_time: 0.0628336743, output_fired_time: 0.0000000000, propagate_forward_time: 3.3724989891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2844460011
validation[          , genome  5400] predictions:    9657/  10000 (96.57%), best:    9697/10000 (96.97%), error:      1138.36731, best error:      1023.78534 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 36.8663635254s, input_fired_time: 0.5164470077, output_fired_time: 0.3228939176, propagate_forward_time: 14.3297414780, propagate_backward_time: 20.3076438904, weight_update_time: 0.0603060685, other_time: 1.3896369934
epoch time: 3.0905730724s, input_fired_time: 0.0545406379, output_fired_time: 0.0000000000, propagate_forward_time: 2.7945487499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2414836884
validation[          , genome  5400] predictions:    9668/  10000 (96.68%), best:    9697/10000 (96.97%), error:      1071.74658, best error:      1023.78534 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 35.9674797058s, input_fired_time: 0.5099221468, output_fired_time: 0.3163264692, propagate_forward_time: 13.9788808823, propagate_backward_time: 19.8207283020, weight_update_time: 0.0571515299, other_time: 1.3416213989
epoch time: 3.0782823563s, input_fired_time: 0.0552045852, output_fired_time: 0.0000000000, propagate_forward_time: 2.7822391987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2408385277
validation[          , genome  5400] predictions:    9681/  10000 (96.81%), best:    9697/10000 (96.97%), error:      1075.18005, best error:      1023.78534 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 36.6694755554s, input_fired_time: 0.5195623636, output_fired_time: 0.3235972822, propagate_forward_time: 14.2480745316, propagate_backward_time: 20.1897048950, weight_update_time: 0.0598728806, other_time: 1.3885383606
epoch time: 3.1369736195s, input_fired_time: 0.0563063435, output_fired_time: 0.0000000000, propagate_forward_time: 2.8349139690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2457532883
validation[          , genome  5400] predictions:    9663/  10000 (96.63%), best:    9697/10000 (96.97%), error:      1105.52625, best error:      1023.78534 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 37.5746765137s, input_fired_time: 0.5246587396, output_fired_time: 0.3308975399, propagate_forward_time: 14.6024713516, propagate_backward_time: 20.6950874329, weight_update_time: 0.0604261383, other_time: 1.4215621948
epoch time: 3.1206531525s, input_fired_time: 0.0554866716, output_fired_time: 0.0000000000, propagate_forward_time: 2.8223183155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2428481579
validation[          , genome  5400] predictions:    9658/  10000 (96.58%), best:    9697/10000 (96.97%), error:      1158.64844, best error:      1023.78534 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 36.9690666199s, input_fired_time: 0.5198584199, output_fired_time: 0.3287277222, propagate_forward_time: 14.3651790619, propagate_backward_time: 20.3689212799, weight_update_time: 0.0585776977, other_time: 1.3863792419
epoch time: 3.2705254555s, input_fired_time: 0.0562867709, output_fired_time: 0.0000000000, propagate_forward_time: 2.9622724056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2519662380
validation[          , genome  5400] predictions:    9663/  10000 (96.63%), best:    9697/10000 (96.97%), error:      1117.36658, best error:      1023.78534 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 40.1896362305s, input_fired_time: 0.5469341874, output_fired_time: 0.3484909534, propagate_forward_time: 15.6744918823, propagate_backward_time: 22.1264114380, weight_update_time: 0.0647116229, other_time: 1.4933052063
epoch time: 3.0955603123s, input_fired_time: 0.0588733926, output_fired_time: 0.0000000000, propagate_forward_time: 2.7912883759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2453985214
validation[          , genome  5400] predictions:    9704/  10000 (97.04%), best:    9697/10000 (96.97%), error:      1030.33289, best error:      1023.78534 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 36.3438873291s, input_fired_time: 0.5177547932, output_fired_time: 0.3254071176, propagate_forward_time: 14.0851402283, propagate_backward_time: 20.0397338867, weight_update_time: 0.0586649366, other_time: 1.3758506775
epoch time: 3.1052980423s, input_fired_time: 0.0543263629, output_fired_time: 0.0000000000, propagate_forward_time: 2.8069894314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2439823151
validation[          , genome  5400] predictions:    9613/  10000 (96.13%), best:    9697/10000 (96.97%), error:      1255.98523, best error:      1023.78534 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 38.8655548096s, input_fired_time: 0.5323246717, output_fired_time: 0.3398783207, propagate_forward_time: 15.1437807083, propagate_backward_time: 21.3986167908, weight_update_time: 0.0627145171, other_time: 1.4509544373
epoch time: 3.6597220898s, input_fired_time: 0.0616871677, output_fired_time: 0.0000000000, propagate_forward_time: 3.3266363144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713985443
validation[          , genome  5400] predictions:    9609/  10000 (96.09%), best:    9697/10000 (96.97%), error:      1267.93213, best error:      1023.78534 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 39.1039924622s, input_fired_time: 0.5358250141, output_fired_time: 0.3404874504, propagate_forward_time: 15.2152328491, propagate_backward_time: 21.5595169067, weight_update_time: 0.0624179617, other_time: 1.4529304504
epoch time: 3.0835525990s, input_fired_time: 0.0547876395, output_fired_time: 0.0000000000, propagate_forward_time: 2.7893226147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2394423485
validation[          , genome  5400] predictions:    9665/  10000 (96.65%), best:    9697/10000 (96.97%), error:      1116.99573, best error:      1023.78534 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 37.1382713318s, input_fired_time: 0.5245810151, output_fired_time: 0.3271088898, propagate_forward_time: 14.4164724350, propagate_backward_time: 20.4585342407, weight_update_time: 0.0590591170, other_time: 1.4115715027
epoch time: 3.2624995708s, input_fired_time: 0.0571744069, output_fired_time: 0.0000000000, propagate_forward_time: 2.9531455040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2521796227
validation[          , genome  5400] predictions:    9671/  10000 (96.71%), best:    9697/10000 (96.97%), error:      1076.17859, best error:      1023.78534 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 37.2544860840s, input_fired_time: 0.5241097808, output_fired_time: 0.3270160854, propagate_forward_time: 14.4977731705, propagate_backward_time: 20.5179100037, weight_update_time: 0.0592768006, other_time: 1.3876800537
epoch time: 3.4536962509s, input_fired_time: 0.0602218397, output_fired_time: 0.0000000000, propagate_forward_time: 3.1271960735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662782669
validation[          , genome  5400] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1127.16138, best error:      1023.78534 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 37.8339118958s, input_fired_time: 0.5322738290, output_fired_time: 0.3318932056, propagate_forward_time: 14.7323179245, propagate_backward_time: 20.7903366089, weight_update_time: 0.0618089177, other_time: 1.4470901489
epoch time: 3.0898725986s, input_fired_time: 0.0551300384, output_fired_time: 0.0000000000, propagate_forward_time: 2.7913086414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2434339523
validation[          , genome  5400] predictions:    9588/  10000 (95.88%), best:    9697/10000 (96.97%), error:      1341.85144, best error:      1023.78534 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 35.9522590637s, input_fired_time: 0.5149685740, output_fired_time: 0.3198933303, propagate_forward_time: 13.9425306320, propagate_backward_time: 19.7984638214, weight_update_time: 0.0574451797, other_time: 1.3764019012
epoch time: 3.7221970558s, input_fired_time: 0.0628866628, output_fired_time: 0.0000000000, propagate_forward_time: 3.3787603378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805500031
validation[          , genome  5400] predictions:    9658/  10000 (96.58%), best:    9697/10000 (96.97%), error:      1128.36072, best error:      1023.78534 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 36.3323707581s, input_fired_time: 0.5145403743, output_fired_time: 0.3208109438, propagate_forward_time: 14.0821104050, propagate_backward_time: 20.0250320435, weight_update_time: 0.0600530207, other_time: 1.3898735046
epoch time: 3.0951147079s, input_fired_time: 0.0564300381, output_fired_time: 0.0000000000, propagate_forward_time: 2.7923467159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2463378906
validation[          , genome  5400] predictions:    9666/  10000 (96.66%), best:    9697/10000 (96.97%), error:      1075.70605, best error:      1023.78534 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 36.3557891846s, input_fired_time: 0.5176181197, output_fired_time: 0.3217165172, propagate_forward_time: 14.1067419052, propagate_backward_time: 20.0050163269, weight_update_time: 0.0606529042, other_time: 1.4046974182
epoch time: 3.0768620968s, input_fired_time: 0.0542466417, output_fired_time: 0.0000000000, propagate_forward_time: 2.7832558155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2393596172
validation[          , genome  5400] predictions:    9616/  10000 (96.16%), best:    9697/10000 (96.97%), error:      1245.84265, best error:      1023.78534 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 35.9615325928s, input_fired_time: 0.5114378929, output_fired_time: 0.3168224096, propagate_forward_time: 13.9504137039, propagate_backward_time: 19.8327407837, weight_update_time: 0.0594092272, other_time: 1.3501205444
epoch time: 3.1046354771s, input_fired_time: 0.0568413138, output_fired_time: 0.0000000000, propagate_forward_time: 2.8097436428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2380504608
validation[          , genome  5400] predictions:    9663/  10000 (96.63%), best:    9697/10000 (96.97%), error:      1128.30225, best error:      1023.78534 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 36.1238861084s, input_fired_time: 0.5136048198, output_fired_time: 0.3196749687, propagate_forward_time: 14.0313301086, propagate_backward_time: 19.9165039062, weight_update_time: 0.0575491115, other_time: 1.3427734375
epoch time: 3.1873934269s, input_fired_time: 0.0555170625, output_fired_time: 0.0000000000, propagate_forward_time: 2.8874623775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2444140911
validation[          , genome  5400] predictions:    9673/  10000 (96.73%), best:    9697/10000 (96.97%), error:      1084.72925, best error:      1023.78534 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 36.7468681335s, input_fired_time: 0.5152044892, output_fired_time: 0.3223666847, propagate_forward_time: 14.2389287949, propagate_backward_time: 20.3138275146, weight_update_time: 0.0586835854, other_time: 1.3565406799
epoch time: 3.1649558544s, input_fired_time: 0.0561280362, output_fired_time: 0.0000000000, propagate_forward_time: 2.8638515472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2449762821
validation[          , genome  5400] predictions:    9670/  10000 (96.70%), best:    9697/10000 (96.97%), error:      1066.90076, best error:      1023.78534 on epoch:    65, 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: 15.4751901627s, input_fired_time: 0.2684850395, output_fired_time: 0.0000000000, propagate_forward_time: 13.9831008911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2236042023
best training[          , genome  5400] predictions:   49158/  50000 (98.32%), best:    9697/10000 (96.97%), error:      3106.95679, best error:      1023.78534 on epoch:    65, 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: 3.0818598270s, input_fired_time: 0.0523207374, output_fired_time: 0.0000000000, propagate_forward_time: 2.7828559875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2466831207
   testing[          , genome  5400] predictions:    9718/  10000 (97.18%), best:    9697/10000 (96.97%), error:       932.18097, best error:      1023.78534 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:21:19 (5464): called boinc_finish(0)

</stderr_txt>
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