Nameexact_genome_1512568488_41_5411_0
Workunit2598323
Created7 Dec 2017, 14:42:14 UTC
Sent7 Dec 2017, 14:44:21 UTC
Report deadline12 Dec 2017, 0:48:04 UTC
Received7 Dec 2017, 21:52:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 20 min 46 sec
CPU time1 hours 20 min 43 sec
Validate stateValid
Credit1,104.82
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.41 MB
Peak swap size151.23 MB
Peak disk usage1.02 MB

Stderr output

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

epoch time: 43.1210098267s, input_fired_time: 0.3870322704, output_fired_time: 0.2525200844, propagate_forward_time: 17.4717273712, propagate_backward_time: 23.6954689026, weight_update_time: 0.0616176687, other_time: 1.3142604828
epoch time: 3.7139616013s, input_fired_time: 0.0396543555, output_fired_time: 0.0000000000, propagate_forward_time: 3.4480109215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2262964249
validation[          , genome  5411] predictions:    9561/  10000 (95.61%), best:    9629/10000 (96.29%), error:      1425.33008, best error:      1303.96387 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 43.1812095642s, input_fired_time: 0.3903312385, output_fired_time: 0.2491316348, propagate_forward_time: 17.5364513397, propagate_backward_time: 23.6948661804, weight_update_time: 0.0624437146, other_time: 1.3104305267
epoch time: 3.8183574677s, input_fired_time: 0.0401188880, output_fired_time: 0.0000000000, propagate_forward_time: 3.5466606617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2315778732
validation[          , genome  5411] predictions:    9589/  10000 (95.89%), best:    9629/10000 (96.29%), error:      1401.95618, best error:      1303.96387 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 43.3430900574s, input_fired_time: 0.3905685246, output_fired_time: 0.2544263303, propagate_forward_time: 17.6182632446, propagate_backward_time: 23.7703361511, weight_update_time: 0.0623327419, other_time: 1.3094978333
epoch time: 3.7141532898s, input_fired_time: 0.0398177579, output_fired_time: 0.0000000000, propagate_forward_time: 3.4486260414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2257094383
validation[          , genome  5411] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1244.38916, best error:      1244.38916 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 42.5669059753s, input_fired_time: 0.3866087198, output_fired_time: 0.2454956770, propagate_forward_time: 17.2819461823, propagate_backward_time: 23.3638916016, weight_update_time: 0.0613643751, other_time: 1.2889652252
epoch time: 3.9132924080s, input_fired_time: 0.0416657925, output_fired_time: 0.0000000000, propagate_forward_time: 3.6345689297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2370576859
validation[          , genome  5411] predictions:    9524/  10000 (95.24%), best:    9641/10000 (96.41%), error:      1552.99084, best error:      1244.38916 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 43.4124374390s, input_fired_time: 0.3942562938, output_fired_time: 0.2555986643, propagate_forward_time: 17.6410789490, propagate_backward_time: 23.8009567261, weight_update_time: 0.0625341609, other_time: 1.3205451965
epoch time: 3.7284910679s, input_fired_time: 0.0399999917, output_fired_time: 0.0000000000, propagate_forward_time: 3.4617438316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2267472744
validation[          , genome  5411] predictions:    9576/  10000 (95.76%), best:    9641/10000 (96.41%), error:      1391.48682, best error:      1244.38916 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 44.1247634888s, input_fired_time: 0.3983626068, output_fired_time: 0.2560262084, propagate_forward_time: 17.9521770477, propagate_backward_time: 24.1847000122, weight_update_time: 0.0629527345, other_time: 1.3334980011
epoch time: 3.7627754211s, input_fired_time: 0.0405537747, output_fired_time: 0.0000000000, propagate_forward_time: 3.4941909313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2280306816
validation[          , genome  5411] predictions:    9624/  10000 (96.24%), best:    9641/10000 (96.41%), error:      1272.06494, best error:      1244.38916 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 44.1080856323s, input_fired_time: 0.3986190557, output_fired_time: 0.2564596534, propagate_forward_time: 17.9637641907, propagate_backward_time: 24.1585960388, weight_update_time: 0.0630549490, other_time: 1.3306465149
epoch time: 3.7747654915s, input_fired_time: 0.0399871804, output_fired_time: 0.0000000000, propagate_forward_time: 3.5052521229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2295262814
validation[          , genome  5411] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1226.81421, best error:      1226.81421 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 43.4914474487s, input_fired_time: 0.4005207717, output_fired_time: 0.2541252673, propagate_forward_time: 17.6696910858, propagate_backward_time: 23.8560829163, weight_update_time: 0.0622842237, other_time: 1.3110294342
epoch time: 3.8424999714s, input_fired_time: 0.0406544432, output_fired_time: 0.0000000000, propagate_forward_time: 3.5716528893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2301926613
validation[          , genome  5411] predictions:    9631/  10000 (96.31%), best:    9638/10000 (96.38%), error:      1271.08630, best error:      1226.81421 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 44.1993713379s, input_fired_time: 0.3992234766, output_fired_time: 0.2569259107, propagate_forward_time: 17.9172229767, propagate_backward_time: 24.2944564819, weight_update_time: 0.0635944903, other_time: 1.3315410614
epoch time: 3.8062071800s, input_fired_time: 0.0410248227, output_fired_time: 0.0000000000, propagate_forward_time: 3.5352261066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2299561501
validation[          , genome  5411] predictions:    9614/  10000 (96.14%), best:    9638/10000 (96.38%), error:      1337.89917, best error:      1226.81421 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 44.4868469238s, input_fired_time: 0.4122926295, output_fired_time: 0.2564674616, propagate_forward_time: 18.0752601624, propagate_backward_time: 24.3939952850, weight_update_time: 0.0632711723, other_time: 1.3488330841
epoch time: 3.7827088833s, input_fired_time: 0.0405921303, output_fired_time: 0.0000000000, propagate_forward_time: 3.5123147964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2298018932
validation[          , genome  5411] predictions:    9629/  10000 (96.29%), best:    9638/10000 (96.38%), error:      1324.79749, best error:      1226.81421 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 44.5987434387s, input_fired_time: 0.4042902887, output_fired_time: 0.2525167465, propagate_forward_time: 18.1505603790, propagate_backward_time: 24.4575424194, weight_update_time: 0.0636512488, other_time: 1.3338336945
epoch time: 3.7834346294s, input_fired_time: 0.0410007983, output_fired_time: 0.0000000000, propagate_forward_time: 3.5134351254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2289986610
validation[          , genome  5411] predictions:    9613/  10000 (96.13%), best:    9638/10000 (96.38%), error:      1288.35156, best error:      1226.81421 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 44.9073143005s, input_fired_time: 0.4064618647, output_fired_time: 0.2535519302, propagate_forward_time: 18.2382984161, propagate_backward_time: 24.6753311157, weight_update_time: 0.0640810207, other_time: 1.3336696625
epoch time: 3.8663396835s, input_fired_time: 0.0416471139, output_fired_time: 0.0000000000, propagate_forward_time: 3.5918524265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2328400612
validation[          , genome  5411] predictions:    9637/  10000 (96.37%), best:    9638/10000 (96.38%), error:      1238.81396, best error:      1226.81421 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 44.8527565002s, input_fired_time: 0.4059510529, output_fired_time: 0.2547476888, propagate_forward_time: 18.1906814575, propagate_backward_time: 24.6724205017, weight_update_time: 0.0639400184, other_time: 1.3289527893
epoch time: 3.8269085884s, input_fired_time: 0.0419058055, output_fired_time: 0.0000000000, propagate_forward_time: 3.5501008034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2349019051
validation[          , genome  5411] predictions:    9624/  10000 (96.24%), best:    9638/10000 (96.38%), error:      1252.85730, best error:      1226.81421 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 45.0675964355s, input_fired_time: 0.4079706073, output_fired_time: 0.2541756928, propagate_forward_time: 18.3021144867, propagate_backward_time: 24.7425498962, weight_update_time: 0.0645149574, other_time: 1.3607845306
epoch time: 3.9130113125s, input_fired_time: 0.0421328172, output_fired_time: 0.0000000000, propagate_forward_time: 3.6343629360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2365155220
validation[          , genome  5411] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1203.37561, best error:      1203.37561 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 44.4430847168s, input_fired_time: 0.4056589007, output_fired_time: 0.2520178258, propagate_forward_time: 18.0519676208, propagate_backward_time: 24.4053001404, weight_update_time: 0.0636119470, other_time: 1.3281402588
epoch time: 3.7908883095s, input_fired_time: 0.0416105576, output_fired_time: 0.0000000000, propagate_forward_time: 3.5194244385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2298533916
validation[          , genome  5411] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1193.53223, best error:      1193.53223 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 45.1021232605s, input_fired_time: 0.4077588022, output_fired_time: 0.2561479509, propagate_forward_time: 18.3172016144, propagate_backward_time: 24.7765674591, weight_update_time: 0.0632620007, other_time: 1.3444442749
epoch time: 3.7146275043s, input_fired_time: 0.0398038588, output_fired_time: 0.0000000000, propagate_forward_time: 3.4487659931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2260577679
validation[          , genome  5411] predictions:    9479/  10000 (94.79%), best:    9643/10000 (96.43%), error:      1693.18152, best error:      1193.53223 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 42.5589141846s, input_fired_time: 0.3903236091, output_fired_time: 0.2417243868, propagate_forward_time: 17.2796363831, propagate_backward_time: 23.3697032928, weight_update_time: 0.0582010373, other_time: 1.2775249481
epoch time: 3.7392189503s, input_fired_time: 0.0409094095, output_fired_time: 0.0000000000, propagate_forward_time: 3.4694201946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2288892269
validation[          , genome  5411] predictions:    9660/  10000 (96.60%), best:    9643/10000 (96.43%), error:      1206.48523, best error:      1193.53223 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 42.9781379700s, input_fired_time: 0.3956519365, output_fired_time: 0.2440498769, propagate_forward_time: 17.4580955505, propagate_backward_time: 23.5869960785, weight_update_time: 0.0595819689, other_time: 1.2933444977
epoch time: 3.9404547215s, input_fired_time: 0.0427730456, output_fired_time: 0.0000000000, propagate_forward_time: 3.6615328789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2361488342
validation[          , genome  5411] predictions:    9627/  10000 (96.27%), best:    9643/10000 (96.43%), error:      1283.51965, best error:      1193.53223 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 45.2753868103s, input_fired_time: 0.4061372876, output_fired_time: 0.2583378851, propagate_forward_time: 18.4252948761, propagate_backward_time: 24.8437824249, weight_update_time: 0.0632985607, other_time: 1.3418350220
epoch time: 3.7728140354s, input_fired_time: 0.0412056558, output_fired_time: 0.0000000000, propagate_forward_time: 3.5022182465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2293901443
validation[          , genome  5411] predictions:    9647/  10000 (96.47%), best:    9643/10000 (96.43%), error:      1234.38367, best error:      1193.53223 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 43.7528076172s, input_fired_time: 0.3978491724, output_fired_time: 0.2525469363, propagate_forward_time: 17.7365970612, propagate_backward_time: 24.0318927765, weight_update_time: 0.0625582412, other_time: 1.3339195251
epoch time: 3.7493798733s, input_fired_time: 0.0404024050, output_fired_time: 0.0000000000, propagate_forward_time: 3.4835283756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2254490852
validation[          , genome  5411] predictions:    9627/  10000 (96.27%), best:    9643/10000 (96.43%), error:      1273.17480, best error:      1193.53223 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 43.9827194214s, input_fired_time: 0.3988951743, output_fired_time: 0.2559990585, propagate_forward_time: 17.8869819641, propagate_backward_time: 24.1355705261, weight_update_time: 0.0616324618, other_time: 1.3052711487
epoch time: 3.7959647179s, input_fired_time: 0.0404877067, output_fired_time: 0.0000000000, propagate_forward_time: 3.5264482498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2290287018
validation[          , genome  5411] predictions:    9637/  10000 (96.37%), best:    9643/10000 (96.43%), error:      1218.16284, best error:      1193.53223 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 43.4993629456s, input_fired_time: 0.3936851025, output_fired_time: 0.2510300577, propagate_forward_time: 17.6606025696, propagate_backward_time: 23.9134330750, weight_update_time: 0.0595613830, other_time: 1.2806129456
epoch time: 5.1543650627s, input_fired_time: 0.0520833395, output_fired_time: 0.0000000000, propagate_forward_time: 4.8088808060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934007645
validation[          , genome  5411] predictions:    9548/  10000 (95.48%), best:    9643/10000 (96.43%), error:      1465.66406, best error:      1193.53223 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 44.6552467346s, input_fired_time: 0.4013742507, output_fired_time: 0.2565425038, propagate_forward_time: 18.1417675018, propagate_backward_time: 24.5433292389, weight_update_time: 0.0610655546, other_time: 1.3122329712
epoch time: 3.8666012287s, input_fired_time: 0.0418084636, output_fired_time: 0.0000000000, propagate_forward_time: 3.5937047005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2310881615
validation[          , genome  5411] predictions:    9593/  10000 (95.93%), best:    9643/10000 (96.43%), error:      1334.25134, best error:      1193.53223 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 45.4926414490s, input_fired_time: 0.4072701931, output_fired_time: 0.2596441805, propagate_forward_time: 18.4706554413, propagate_backward_time: 25.0234069824, weight_update_time: 0.0625139177, other_time: 1.3316669464
epoch time: 4.5211939812s, input_fired_time: 0.0466784537, output_fired_time: 0.0000000000, propagate_forward_time: 4.2099142075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646012306
validation[          , genome  5411] predictions:    9604/  10000 (96.04%), best:    9643/10000 (96.43%), error:      1342.33716, best error:      1193.53223 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 43.5116996765s, input_fired_time: 0.3946343362, output_fired_time: 0.2541334927, propagate_forward_time: 17.6678447723, propagate_backward_time: 23.9286441803, weight_update_time: 0.0597989969, other_time: 1.2664413452
epoch time: 3.7910375595s, input_fired_time: 0.0407569446, output_fired_time: 0.0000000000, propagate_forward_time: 3.5223107338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2279698849
validation[          , genome  5411] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1188.83240, best error:      1188.83240 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 44.3993988037s, input_fired_time: 0.3979554772, output_fired_time: 0.2563937604, propagate_forward_time: 18.0173625946, propagate_backward_time: 24.4407386780, weight_update_time: 0.0605795123, other_time: 1.2869472504
epoch time: 3.8400630951s, input_fired_time: 0.0412988514, output_fired_time: 0.0000000000, propagate_forward_time: 3.5691921711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2295720577
validation[          , genome  5411] predictions:    9610/  10000 (96.10%), best:    9655/10000 (96.55%), error:      1291.81470, best error:      1188.83240 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 42.8923797607s, input_fired_time: 0.3906608224, output_fired_time: 0.2525608242, propagate_forward_time: 17.4257678986, propagate_backward_time: 23.5650520325, weight_update_time: 0.0586502440, other_time: 1.2583408356
epoch time: 3.7602019310s, input_fired_time: 0.0406711288, output_fired_time: 0.0000000000, propagate_forward_time: 3.4932403564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2262904644
validation[          , genome  5411] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1095.49084, best error:      1095.49084 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 42.9066658020s, input_fired_time: 0.3912591934, output_fired_time: 0.2536828518, propagate_forward_time: 17.3953990936, propagate_backward_time: 23.5790328979, weight_update_time: 0.0585488230, other_time: 1.2872943878
epoch time: 3.8024566174s, input_fired_time: 0.0411846526, output_fired_time: 0.0000000000, propagate_forward_time: 3.5261154175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2351565361
validation[          , genome  5411] predictions:    9637/  10000 (96.37%), best:    9693/10000 (96.93%), error:      1210.50513, best error:      1095.49084 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 43.4850807190s, input_fired_time: 0.3943740726, output_fired_time: 0.2549393177, propagate_forward_time: 17.6697864532, propagate_backward_time: 23.9134140015, weight_update_time: 0.0590254217, other_time: 1.2525653839
epoch time: 3.9522607327s, input_fired_time: 0.0428685248, output_fired_time: 0.0000000000, propagate_forward_time: 3.6765096188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2328824997
validation[          , genome  5411] predictions:    9654/  10000 (96.54%), best:    9693/10000 (96.93%), error:      1198.27100, best error:      1095.49084 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 43.2757377625s, input_fired_time: 0.3949989974, output_fired_time: 0.2540081143, propagate_forward_time: 17.5613803864, propagate_backward_time: 23.7945156097, weight_update_time: 0.0592030436, other_time: 1.2708320618
epoch time: 3.7369935513s, input_fired_time: 0.0407449082, output_fired_time: 0.0000000000, propagate_forward_time: 3.4693734646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2268750668
validation[          , genome  5411] predictions:    9654/  10000 (96.54%), best:    9693/10000 (96.93%), error:      1160.21143, best error:      1095.49084 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 43.2935180664s, input_fired_time: 0.3952523172, output_fired_time: 0.2498223186, propagate_forward_time: 17.5900344849, propagate_backward_time: 23.7881793976, weight_update_time: 0.0590781234, other_time: 1.2702312469
epoch time: 3.7285473347s, input_fired_time: 0.0411704145, output_fired_time: 0.0000000000, propagate_forward_time: 3.4620599747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2253170013
validation[          , genome  5411] predictions:    9624/  10000 (96.24%), best:    9693/10000 (96.93%), error:      1253.00684, best error:      1095.49084 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 43.0242538452s, input_fired_time: 0.3940680027, output_fired_time: 0.2526918650, propagate_forward_time: 17.4760150909, propagate_backward_time: 23.6388263702, weight_update_time: 0.0588606670, other_time: 1.2626495361
epoch time: 3.7914471626s, input_fired_time: 0.0408631936, output_fired_time: 0.0000000000, propagate_forward_time: 3.5207426548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2298412323
validation[          , genome  5411] predictions:    9583/  10000 (95.83%), best:    9693/10000 (96.93%), error:      1364.52502, best error:      1095.49084 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 44.0535621643s, input_fired_time: 0.3993822336, output_fired_time: 0.2572823167, propagate_forward_time: 17.9169445038, propagate_backward_time: 24.1845645905, weight_update_time: 0.0600193180, other_time: 1.2953872681
epoch time: 3.9095323086s, input_fired_time: 0.0424180999, output_fired_time: 0.0000000000, propagate_forward_time: 3.6322073936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2349069118
validation[          , genome  5411] predictions:    9659/  10000 (96.59%), best:    9693/10000 (96.93%), error:      1113.84961, best error:      1095.49084 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 42.8996734619s, input_fired_time: 0.3940869570, output_fired_time: 0.2493964732, propagate_forward_time: 17.4244785309, propagate_backward_time: 23.5608997345, weight_update_time: 0.0587084107, other_time: 1.2708091736
epoch time: 3.7669067383s, input_fired_time: 0.0406029671, output_fired_time: 0.0000000000, propagate_forward_time: 3.5002720356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2260317802
validation[          , genome  5411] predictions:    9687/  10000 (96.87%), best:    9693/10000 (96.93%), error:      1100.41992, best error:      1095.49084 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 42.6484260559s, input_fired_time: 0.3912586570, output_fired_time: 0.2469827384, propagate_forward_time: 17.3154010773, propagate_backward_time: 23.4390907288, weight_update_time: 0.0584774278, other_time: 1.2556934357
epoch time: 3.8270025253s, input_fired_time: 0.0414546020, output_fired_time: 0.0000000000, propagate_forward_time: 3.5572381020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2283098698
validation[          , genome  5411] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:      1058.32239, best error:      1058.32239 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 43.3848342896s, input_fired_time: 0.3950513005, output_fired_time: 0.2496588677, propagate_forward_time: 17.5991420746, propagate_backward_time: 23.8799400330, weight_update_time: 0.0595299378, other_time: 1.2610416412
epoch time: 3.7749557495s, input_fired_time: 0.0412972681, output_fired_time: 0.0000000000, propagate_forward_time: 3.5078814030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2257771492
validation[          , genome  5411] predictions:    9650/  10000 (96.50%), best:    9701/10000 (97.01%), error:      1170.46692, best error:      1058.32239 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 43.6767578125s, input_fired_time: 0.3980929852, output_fired_time: 0.2528737485, propagate_forward_time: 17.8020381927, propagate_backward_time: 23.9564266205, weight_update_time: 0.0595261380, other_time: 1.2673263550
epoch time: 3.9040524960s, input_fired_time: 0.0428457335, output_fired_time: 0.0000000000, propagate_forward_time: 3.6302082539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2309985161
validation[          , genome  5411] predictions:    9637/  10000 (96.37%), best:    9701/10000 (97.01%), error:      1177.58264, best error:      1058.32239 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 43.7649841309s, input_fired_time: 0.3987888098, output_fired_time: 0.2508532107, propagate_forward_time: 17.7809009552, propagate_backward_time: 24.0528182983, weight_update_time: 0.0599381961, other_time: 1.2816219330
epoch time: 3.7516314983s, input_fired_time: 0.0407914445, output_fired_time: 0.0000000000, propagate_forward_time: 3.4873232841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2235167027
validation[          , genome  5411] predictions:    9676/  10000 (96.76%), best:    9701/10000 (97.01%), error:      1105.23840, best error:      1058.32239 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 43.4822235107s, input_fired_time: 0.3966051638, output_fired_time: 0.2505989671, propagate_forward_time: 17.6236209869, propagate_backward_time: 23.9550991058, weight_update_time: 0.0592900217, other_time: 1.2562980652
epoch time: 3.7102596760s, input_fired_time: 0.0410009623, output_fired_time: 0.0000000000, propagate_forward_time: 3.4478950500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2213635445
validation[          , genome  5411] predictions:    9635/  10000 (96.35%), best:    9701/10000 (97.01%), error:      1203.15295, best error:      1058.32239 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 43.7071495056s, input_fired_time: 0.3973921835, output_fired_time: 0.2517374754, propagate_forward_time: 17.7433776855, propagate_backward_time: 24.0472450256, weight_update_time: 0.0597085208, other_time: 1.2673988342
epoch time: 3.7812705040s, input_fired_time: 0.0415105224, output_fired_time: 0.0000000000, propagate_forward_time: 3.5139191151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2258408070
validation[          , genome  5411] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:      1054.41003, best error:      1054.41003 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 43.9391441345s, input_fired_time: 0.4001500010, output_fired_time: 0.2548013926, propagate_forward_time: 17.8985080719, propagate_backward_time: 24.1208648682, weight_update_time: 0.0599456094, other_time: 1.2648181915
epoch time: 3.8471734524s, input_fired_time: 0.0419600978, output_fired_time: 0.0000000000, propagate_forward_time: 3.5751848221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2300286293
validation[          , genome  5411] predictions:    9658/  10000 (96.58%), best:    9689/10000 (96.89%), error:      1154.92419, best error:      1054.41003 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 43.6393013000s, input_fired_time: 0.4022250473, output_fired_time: 0.2512539327, propagate_forward_time: 17.7535800934, propagate_backward_time: 23.9469814301, weight_update_time: 0.0597583503, other_time: 1.2852592468
epoch time: 3.9025468826s, input_fired_time: 0.0431451313, output_fired_time: 0.0000000000, propagate_forward_time: 3.6241068840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2352948189
validation[          , genome  5411] predictions:    9668/  10000 (96.68%), best:    9689/10000 (96.89%), error:      1163.53101, best error:      1054.41003 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 45.2838630676s, input_fired_time: 0.4111393392, output_fired_time: 0.2578076720, propagate_forward_time: 18.4113025665, propagate_backward_time: 24.8777580261, weight_update_time: 0.0623750128, other_time: 1.3258533478
epoch time: 3.7189552784s, input_fired_time: 0.0423401631, output_fired_time: 0.0000000000, propagate_forward_time: 3.4486460686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2279689312
validation[          , genome  5411] predictions:    9677/  10000 (96.77%), best:    9689/10000 (96.89%), error:      1116.35254, best error:      1054.41003 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 44.0281906128s, input_fired_time: 0.4032730758, output_fired_time: 0.2516189814, propagate_forward_time: 17.9387760162, propagate_backward_time: 24.1588859558, weight_update_time: 0.0602930114, other_time: 1.2756366730
epoch time: 3.7124824524s, input_fired_time: 0.0412682220, output_fired_time: 0.0000000000, propagate_forward_time: 3.4484372139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2227771282
validation[          , genome  5411] predictions:    9661/  10000 (96.61%), best:    9689/10000 (96.89%), error:      1132.03699, best error:      1054.41003 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 43.9280166626s, input_fired_time: 0.4023891091, output_fired_time: 0.2516326904, propagate_forward_time: 17.8932628632, propagate_backward_time: 24.1102828979, weight_update_time: 0.0602991395, other_time: 1.2704486847
epoch time: 4.5175652504s, input_fired_time: 0.0475388058, output_fired_time: 0.0000000000, propagate_forward_time: 4.2087950706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612314224
validation[          , genome  5411] predictions:    9672/  10000 (96.72%), best:    9689/10000 (96.89%), error:      1104.21680, best error:      1054.41003 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 44.1446838379s, input_fired_time: 0.4047125876, output_fired_time: 0.2532744706, propagate_forward_time: 18.0433578491, propagate_backward_time: 24.1700210571, weight_update_time: 0.0604601316, other_time: 1.2733192444
epoch time: 3.8247945309s, input_fired_time: 0.0421092957, output_fired_time: 0.0000000000, propagate_forward_time: 3.5537090302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2289762497
validation[          , genome  5411] predictions:    9693/  10000 (96.93%), best:    9689/10000 (96.89%), error:      1078.12598, best error:      1054.41003 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 43.7220840454s, input_fired_time: 0.4012749195, output_fired_time: 0.2526674569, propagate_forward_time: 17.7631072998, propagate_backward_time: 24.0317955017, weight_update_time: 0.0601642616, other_time: 1.2732391357
epoch time: 3.7338583469s, input_fired_time: 0.0411130600, output_fired_time: 0.0000000000, propagate_forward_time: 3.4692080021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2235372066
validation[          , genome  5411] predictions:    9653/  10000 (96.53%), best:    9689/10000 (96.89%), error:      1143.49390, best error:      1054.41003 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 43.6537361145s, input_fired_time: 0.4006046355, output_fired_time: 0.2519845665, propagate_forward_time: 17.7231674194, propagate_backward_time: 23.9949569702, weight_update_time: 0.0599174127, other_time: 1.2830238342
epoch time: 3.7731137276s, input_fired_time: 0.0423437208, output_fired_time: 0.0000000000, propagate_forward_time: 3.5018243790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2289457321
validation[          , genome  5411] predictions:    9614/  10000 (96.14%), best:    9689/10000 (96.89%), error:      1297.11462, best error:      1054.41003 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 44.1481246948s, input_fired_time: 0.4035769999, output_fired_time: 0.2570820451, propagate_forward_time: 17.9731998444, propagate_backward_time: 24.2300472260, weight_update_time: 0.0603280663, other_time: 1.2842178345
epoch time: 3.7782301903s, input_fired_time: 0.0422800444, output_fired_time: 0.0000000000, propagate_forward_time: 3.5094015598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2265486717
validation[          , genome  5411] predictions:    9681/  10000 (96.81%), best:    9689/10000 (96.89%), error:      1072.73865, best error:      1054.41003 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 44.3178405762s, input_fired_time: 0.4123577178, output_fired_time: 0.2535417080, propagate_forward_time: 17.9638423920, propagate_backward_time: 24.3902873993, weight_update_time: 0.0603161342, other_time: 1.2978134155
epoch time: 3.8874707222s, input_fired_time: 0.0430142842, output_fired_time: 0.0000000000, propagate_forward_time: 3.6091196537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2353367805
validation[          , genome  5411] predictions:    9683/  10000 (96.83%), best:    9689/10000 (96.89%), error:      1111.00403, best error:      1054.41003 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 44.3333320618s, input_fired_time: 0.4100672305, output_fired_time: 0.2514793873, propagate_forward_time: 18.0221214294, propagate_backward_time: 24.3327922821, weight_update_time: 0.0608682707, other_time: 1.3168697357
epoch time: 4.0256481171s, input_fired_time: 0.0439694189, output_fired_time: 0.0000000000, propagate_forward_time: 3.7435500622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2381286621
validation[          , genome  5411] predictions:    9663/  10000 (96.63%), best:    9689/10000 (96.89%), error:      1110.86462, best error:      1054.41003 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 43.9468879700s, input_fired_time: 0.4067167640, output_fired_time: 0.2510879636, propagate_forward_time: 17.8187980652, propagate_backward_time: 24.1632823944, weight_update_time: 0.0602368787, other_time: 1.3070049286
epoch time: 3.7775039673s, input_fired_time: 0.0420628823, output_fired_time: 0.0000000000, propagate_forward_time: 3.5067501068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2286908627
validation[          , genome  5411] predictions:    9655/  10000 (96.55%), best:    9689/10000 (96.89%), error:      1155.61609, best error:      1054.41003 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 44.7654838562s, input_fired_time: 0.4093769491, output_fired_time: 0.2576194704, propagate_forward_time: 18.1989650726, propagate_backward_time: 24.5916824341, weight_update_time: 0.0613150150, other_time: 1.3078403473
epoch time: 3.7192058563s, input_fired_time: 0.0420069322, output_fired_time: 0.0000000000, propagate_forward_time: 3.4515347481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2256641388
validation[          , genome  5411] predictions:    9643/  10000 (96.43%), best:    9689/10000 (96.89%), error:      1210.30957, best error:      1054.41003 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 42.7087821960s, input_fired_time: 0.4022842348, output_fired_time: 0.2492525578, propagate_forward_time: 17.3583774567, propagate_backward_time: 23.4359226227, weight_update_time: 0.0587710328, other_time: 1.2629470825
epoch time: 3.8073112965s, input_fired_time: 0.0423354805, output_fired_time: 0.0000000000, propagate_forward_time: 3.5346388817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2303369045
validation[          , genome  5411] predictions:    9666/  10000 (96.66%), best:    9689/10000 (96.89%), error:      1099.74561, best error:      1054.41003 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 43.1222991943s, input_fired_time: 0.4012729228, output_fired_time: 0.2541383207, propagate_forward_time: 17.5098114014, propagate_backward_time: 23.6843700409, weight_update_time: 0.0593255982, other_time: 1.2727069855
epoch time: 3.7969272137s, input_fired_time: 0.0418274477, output_fired_time: 0.0000000000, propagate_forward_time: 3.5267903805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2283093929
validation[          , genome  5411] predictions:    9629/  10000 (96.29%), best:    9689/10000 (96.89%), error:      1248.77869, best error:      1054.41003 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 44.2498779297s, input_fired_time: 0.4097788930, output_fired_time: 0.2574351430, propagate_forward_time: 17.9785289764, propagate_backward_time: 24.2867584229, weight_update_time: 0.0608372837, other_time: 1.3173770905
epoch time: 4.0886960030s, input_fired_time: 0.0459204838, output_fired_time: 0.0000000000, propagate_forward_time: 3.7963323593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2464432716
validation[          , genome  5411] predictions:    9648/  10000 (96.48%), best:    9689/10000 (96.89%), error:      1158.77747, best error:      1054.41003 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 43.8554191589s, input_fired_time: 0.4050242007, output_fired_time: 0.2503328621, propagate_forward_time: 17.8130054474, propagate_backward_time: 24.1026992798, weight_update_time: 0.0597971380, other_time: 1.2843570709
epoch time: 3.7168884277s, input_fired_time: 0.0416510291, output_fired_time: 0.0000000000, propagate_forward_time: 3.4504961967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2247412205
validation[          , genome  5411] predictions:    9608/  10000 (96.08%), best:    9689/10000 (96.89%), error:      1322.01282, best error:      1054.41003 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 44.3642578125s, input_fired_time: 0.4097482264, output_fired_time: 0.2526324987, propagate_forward_time: 17.9971885681, propagate_backward_time: 24.3938865662, weight_update_time: 0.0611890331, other_time: 1.3108024597
epoch time: 3.8132994175s, input_fired_time: 0.0430031866, output_fired_time: 0.0000000000, propagate_forward_time: 3.5418691635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2284271717
validation[          , genome  5411] predictions:    9706/  10000 (97.06%), best:    9689/10000 (96.89%), error:      1073.54846, best error:      1054.41003 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 42.7256851196s, input_fired_time: 0.4000254571, output_fired_time: 0.2465110421, propagate_forward_time: 17.3577651978, propagate_backward_time: 23.4575138092, weight_update_time: 0.0587260723, other_time: 1.2638721466
epoch time: 3.8099548817s, input_fired_time: 0.0426956825, output_fired_time: 0.0000000000, propagate_forward_time: 3.5336678028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2335913181
validation[          , genome  5411] predictions:    9643/  10000 (96.43%), best:    9689/10000 (96.89%), error:      1173.30774, best error:      1054.41003 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 42.8318061829s, input_fired_time: 0.4000900984, output_fired_time: 0.2451296002, propagate_forward_time: 17.3937625885, propagate_backward_time: 23.5252780914, weight_update_time: 0.0590025000, other_time: 1.2675476074
epoch time: 3.7397184372s, input_fired_time: 0.0419786982, output_fired_time: 0.0000000000, propagate_forward_time: 3.4706120491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2271277905
validation[          , genome  5411] predictions:    9643/  10000 (96.43%), best:    9689/10000 (96.89%), error:      1164.71387, best error:      1054.41003 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 42.9210433960s, input_fired_time: 0.3997313678, output_fired_time: 0.2489127368, propagate_forward_time: 17.4046039581, propagate_backward_time: 23.5984363556, weight_update_time: 0.0588648394, other_time: 1.2693595886
epoch time: 3.7254030704s, input_fired_time: 0.0422730483, output_fired_time: 0.0000000000, propagate_forward_time: 3.4574830532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2256469727
validation[          , genome  5411] predictions:    9646/  10000 (96.46%), best:    9689/10000 (96.89%), error:      1191.59424, best error:      1054.41003 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 42.8890762329s, input_fired_time: 0.4007884264, output_fired_time: 0.2519851625, propagate_forward_time: 17.3648166656, propagate_backward_time: 23.5841598511, weight_update_time: 0.0592819527, other_time: 1.2873287201
epoch time: 3.7793967724s, input_fired_time: 0.0429481827, output_fired_time: 0.0000000000, propagate_forward_time: 3.5015761852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2348723412
validation[          , genome  5411] predictions:    9643/  10000 (96.43%), best:    9689/10000 (96.89%), error:      1192.10022, best error:      1054.41003 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 42.8143577576s, input_fired_time: 0.4017185867, output_fired_time: 0.2485337108, propagate_forward_time: 17.3750591278, propagate_backward_time: 23.5035285950, weight_update_time: 0.0589549616, other_time: 1.2855167389
epoch time: 3.7411081791s, input_fired_time: 0.0431986228, output_fired_time: 0.0000000000, propagate_forward_time: 3.4707348347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2271747589
validation[          , genome  5411] predictions:    9660/  10000 (96.60%), best:    9689/10000 (96.89%), error:      1114.44116, best error:      1054.41003 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 43.2020225525s, input_fired_time: 0.4036130607, output_fired_time: 0.2483870983, propagate_forward_time: 17.5254497528, propagate_backward_time: 23.7543735504, weight_update_time: 0.0593277477, other_time: 1.2701988220
epoch time: 3.7172131538s, input_fired_time: 0.0422379225, output_fired_time: 0.0000000000, propagate_forward_time: 3.4503509998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2246241570
validation[          , genome  5411] predictions:    9661/  10000 (96.61%), best:    9689/10000 (96.89%), error:      1132.28003, best error:      1054.41003 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 44.1040344238s, input_fired_time: 0.4110833704, output_fired_time: 0.2517825961, propagate_forward_time: 17.8929576874, propagate_backward_time: 24.2456245422, weight_update_time: 0.0607206486, other_time: 1.3025875092
epoch time: 4.0050640106s, input_fired_time: 0.0446268991, output_fired_time: 0.0000000000, propagate_forward_time: 3.7205281258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2399089336
validation[          , genome  5411] predictions:    9663/  10000 (96.63%), best:    9689/10000 (96.89%), error:      1096.82117, best error:      1054.41003 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 44.7791099548s, input_fired_time: 0.4148247838, output_fired_time: 0.2573994994, propagate_forward_time: 18.2045383453, propagate_backward_time: 24.5873451233, weight_update_time: 0.0615460835, other_time: 1.3150005341
epoch time: 3.9639770985s, input_fired_time: 0.0446517840, output_fired_time: 0.0000000000, propagate_forward_time: 3.6820504665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2372748852
validation[          , genome  5411] predictions:    9683/  10000 (96.83%), best:    9689/10000 (96.89%), error:      1082.66272, best error:      1054.41003 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 44.2130775452s, input_fired_time: 0.4152170420, output_fired_time: 0.2512290776, propagate_forward_time: 17.9436149597, propagate_backward_time: 24.2928295135, weight_update_time: 0.0606402494, other_time: 1.3101863861
epoch time: 3.9012632370s, input_fired_time: 0.0448697768, output_fired_time: 0.0000000000, propagate_forward_time: 3.6204733849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2359201908
validation[          , genome  5411] predictions:    9608/  10000 (96.08%), best:    9689/10000 (96.89%), error:      1259.33203, best error:      1054.41003 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 44.0148124695s, input_fired_time: 0.4117370248, output_fired_time: 0.2513598800, propagate_forward_time: 17.8611316681, propagate_backward_time: 24.1872272491, weight_update_time: 0.0606106892, other_time: 1.3033599854
epoch time: 3.9672267437s, input_fired_time: 0.0445686094, output_fired_time: 0.0000000000, propagate_forward_time: 3.6858298779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2368283272
validation[          , genome  5411] predictions:    9652/  10000 (96.52%), best:    9689/10000 (96.89%), error:      1201.38818, best error:      1054.41003 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 43.1747589111s, input_fired_time: 0.4099720120, output_fired_time: 0.2462099493, propagate_forward_time: 17.5099868774, propagate_backward_time: 23.6876754761, weight_update_time: 0.0614096373, other_time: 1.3209152222
epoch time: 3.7178170681s, input_fired_time: 0.0426960960, output_fired_time: 0.0000000000, propagate_forward_time: 3.4491236210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2259974480
validation[          , genome  5411] predictions:    9653/  10000 (96.53%), best:    9689/10000 (96.89%), error:      1146.37488, best error:      1054.41003 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 43.7498817444s, input_fired_time: 0.4096458554, output_fired_time: 0.2523117363, propagate_forward_time: 17.8220329285, propagate_backward_time: 23.9823532104, weight_update_time: 0.0601123720, other_time: 1.2835388184
epoch time: 4.0734395981s, input_fired_time: 0.0458038040, output_fired_time: 0.0000000000, propagate_forward_time: 3.7875916958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2400438786
validation[          , genome  5411] predictions:    9625/  10000 (96.25%), best:    9689/10000 (96.89%), error:      1294.59692, best error:      1054.41003 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 43.9882392883s, input_fired_time: 0.4094639421, output_fired_time: 0.2530741096, propagate_forward_time: 17.8622455597, propagate_backward_time: 24.1802577972, weight_update_time: 0.0610734858, other_time: 1.2831954956
epoch time: 3.7222194672s, input_fired_time: 0.0434168205, output_fired_time: 0.0000000000, propagate_forward_time: 3.4511590004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2276437283
validation[          , genome  5411] predictions:    9640/  10000 (96.40%), best:    9689/10000 (96.89%), error:      1149.97534, best error:      1054.41003 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 43.4088058472s, input_fired_time: 0.4070290327, output_fired_time: 0.2511660457, propagate_forward_time: 17.6612586975, propagate_backward_time: 23.8347892761, weight_update_time: 0.0594766252, other_time: 1.2545623779
epoch time: 3.7124404907s, input_fired_time: 0.0431792140, output_fired_time: 0.0000000000, propagate_forward_time: 3.4480423927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2212188244
validation[          , genome  5411] predictions:    9683/  10000 (96.83%), best:    9689/10000 (96.89%), error:      1102.65686, best error:      1054.41003 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 43.4740142822s, input_fired_time: 0.4064303935, output_fired_time: 0.2533085048, propagate_forward_time: 17.6677608490, propagate_backward_time: 23.8934040070, weight_update_time: 0.0595759451, other_time: 1.2531127930
epoch time: 4.0613474846s, input_fired_time: 0.0452549718, output_fired_time: 0.0000000000, propagate_forward_time: 3.7754688263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2406234741
validation[          , genome  5411] predictions:    9668/  10000 (96.68%), best:    9689/10000 (96.89%), error:      1142.80554, best error:      1054.41003 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 42.8902435303s, input_fired_time: 0.4047874808, output_fired_time: 0.2498027235, propagate_forward_time: 17.4284191132, propagate_backward_time: 23.5717029572, weight_update_time: 0.0585328899, other_time: 1.2355308533
epoch time: 3.7518692017s, input_fired_time: 0.0434181727, output_fired_time: 0.0000000000, propagate_forward_time: 3.4839818478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2244691849
validation[          , genome  5411] predictions:    9671/  10000 (96.71%), best:    9689/10000 (96.89%), error:      1097.96448, best error:      1054.41003 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 43.1898956299s, input_fired_time: 0.4058116674, output_fired_time: 0.2517929077, propagate_forward_time: 17.5262527466, propagate_backward_time: 23.7527427673, weight_update_time: 0.0589237623, other_time: 1.2532958984
epoch time: 3.7856128216s, input_fired_time: 0.0437751673, output_fired_time: 0.0000000000, propagate_forward_time: 3.5122294426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2296082973
validation[          , genome  5411] predictions:    9627/  10000 (96.27%), best:    9689/10000 (96.89%), error:      1193.51672, best error:      1054.41003 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 43.1735801697s, input_fired_time: 0.4074214995, output_fired_time: 0.2537438273, propagate_forward_time: 17.5158195496, propagate_backward_time: 23.7344226837, weight_update_time: 0.0591485165, other_time: 1.2621746063
epoch time: 3.7108263969s, input_fired_time: 0.0421061851, output_fired_time: 0.0000000000, propagate_forward_time: 3.4471359253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2215843201
validation[          , genome  5411] predictions:    9646/  10000 (96.46%), best:    9689/10000 (96.89%), error:      1156.60913, best error:      1054.41003 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 43.6553649902s, input_fired_time: 0.4087156653, output_fired_time: 0.2509911954, propagate_forward_time: 17.7594757080, propagate_backward_time: 23.9655113220, weight_update_time: 0.0597256981, other_time: 1.2706718445
epoch time: 3.8782827854s, input_fired_time: 0.0447674915, output_fired_time: 0.0000000000, propagate_forward_time: 3.6028742790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2306411266
validation[          , genome  5411] predictions:    9681/  10000 (96.81%), best:    9689/10000 (96.89%), error:      1082.37561, best error:      1054.41003 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 44.0019569397s, input_fired_time: 0.4114249647, output_fired_time: 0.2515080571, propagate_forward_time: 17.8586978912, propagate_backward_time: 24.2033805847, weight_update_time: 0.0601456389, other_time: 1.2769451141
epoch time: 3.7538166046s, input_fired_time: 0.0437926911, output_fired_time: 0.0000000000, propagate_forward_time: 3.4841828346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2258410454
validation[          , genome  5411] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1044.43896, best error:      1044.43896 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 47.0866394043s, input_fired_time: 0.4289331734, output_fired_time: 0.2635114491, propagate_forward_time: 19.1741676331, propagate_backward_time: 25.8496799469, weight_update_time: 0.0643232986, other_time: 1.3703479767
epoch time: 3.7742900848s, input_fired_time: 0.0438277647, output_fired_time: 0.0000000000, propagate_forward_time: 3.5043103695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2261519432
validation[          , genome  5411] predictions:    9681/  10000 (96.81%), best:    9682/10000 (96.82%), error:      1102.20898, best error:      1044.43896 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 44.3812217712s, input_fired_time: 0.4131865501, output_fired_time: 0.2577005625, propagate_forward_time: 17.9876365662, propagate_backward_time: 24.4212894440, weight_update_time: 0.0609587729, other_time: 1.3014087677
epoch time: 3.7633447647s, input_fired_time: 0.0450196490, output_fired_time: 0.0000000000, propagate_forward_time: 3.4845154285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2338097095
validation[          , genome  5411] predictions:    9581/  10000 (95.81%), best:    9682/10000 (96.82%), error:      1375.38501, best error:      1044.43896 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 44.1898651123s, input_fired_time: 0.4142848253, output_fired_time: 0.2545626462, propagate_forward_time: 17.9106407166, propagate_backward_time: 24.3063850403, weight_update_time: 0.0606258474, other_time: 1.3039932251
epoch time: 3.8974230289s, input_fired_time: 0.0448524356, output_fired_time: 0.0000000000, propagate_forward_time: 3.6204137802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2321567535
validation[          , genome  5411] predictions:    9707/  10000 (97.07%), best:    9682/10000 (96.82%), error:      1054.40918, best error:      1044.43896 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 44.7128829956s, input_fired_time: 0.4186115861, output_fired_time: 0.2536078393, propagate_forward_time: 18.1908779144, propagate_backward_time: 24.5402317047, weight_update_time: 0.0615145229, other_time: 1.3095512390
epoch time: 3.7669215202s, input_fired_time: 0.0437754877, output_fired_time: 0.0000000000, propagate_forward_time: 3.4964420795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2267038822
validation[          , genome  5411] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1026.93066, best error:      1026.93066 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 44.5277214050s, input_fired_time: 0.4170278013, output_fired_time: 0.2535530031, propagate_forward_time: 18.0727901459, propagate_backward_time: 24.4782066345, weight_update_time: 0.0612849668, other_time: 1.3061466217
epoch time: 3.8476147652s, input_fired_time: 0.0437445380, output_fired_time: 0.0000000000, propagate_forward_time: 3.5724072456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2314629555
validation[          , genome  5411] predictions:    9653/  10000 (96.53%), best:    9695/10000 (96.95%), error:      1207.41711, best error:      1026.93066 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 43.8952789307s, input_fired_time: 0.4114518464, output_fired_time: 0.2511547208, propagate_forward_time: 17.7959518433, propagate_backward_time: 24.1623115540, weight_update_time: 0.0602324419, other_time: 1.2744064331
epoch time: 3.8619792461s, input_fired_time: 0.0443328805, output_fired_time: 0.0000000000, propagate_forward_time: 3.5878787041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2297675610
validation[          , genome  5411] predictions:    9662/  10000 (96.62%), best:    9695/10000 (96.95%), error:      1137.10156, best error:      1026.93066 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 44.9608688354s, input_fired_time: 0.4177138209, output_fired_time: 0.2592250407, propagate_forward_time: 18.3078937531, propagate_backward_time: 24.6809082031, weight_update_time: 0.0614386611, other_time: 1.2951297760
epoch time: 4.0244503021s, input_fired_time: 0.0455198027, output_fired_time: 0.0000000000, propagate_forward_time: 3.7378895283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2410409451
validation[          , genome  5411] predictions:    9662/  10000 (96.62%), best:    9695/10000 (96.95%), error:      1104.16052, best error:      1026.93066 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 44.0402030945s, input_fired_time: 0.4133468866, output_fired_time: 0.2526656985, propagate_forward_time: 17.9303531647, propagate_backward_time: 24.1698856354, weight_update_time: 0.0605115518, other_time: 1.2739524841
epoch time: 3.7662572861s, input_fired_time: 0.0431747995, output_fired_time: 0.0000000000, propagate_forward_time: 3.4984667301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2246158123
validation[          , genome  5411] predictions:    9662/  10000 (96.62%), best:    9695/10000 (96.95%), error:      1135.47327, best error:      1026.93066 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 43.3161201477s, input_fired_time: 0.4084192812, output_fired_time: 0.2481506765, propagate_forward_time: 17.5645427704, propagate_backward_time: 23.8342018127, weight_update_time: 0.0596191138, other_time: 1.2608051300
epoch time: 3.7614994049s, input_fired_time: 0.0440984592, output_fired_time: 0.0000000000, propagate_forward_time: 3.4920852184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2253158092
validation[          , genome  5411] predictions:    9670/  10000 (96.70%), best:    9695/10000 (96.95%), error:      1120.19055, best error:      1026.93066 on epoch:    95, 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: 19.3708629608s, input_fired_time: 0.2257679105, output_fired_time: 0.0000000000, propagate_forward_time: 17.9582500458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1868457794
best training[          , genome  5411] predictions:   49368/  50000 (98.74%), best:    9695/10000 (96.95%), error:      2489.49097, best error:      1026.93066 on epoch:    95, 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: 3.9515450001s, input_fired_time: 0.0445255078, output_fired_time: 0.0000000000, propagate_forward_time: 3.6652698517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2417495251
   testing[          , genome  5411] predictions:    9717/  10000 (97.17%), best:    9695/10000 (96.95%), error:       941.81049, best error:      1026.93066 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:51:54 (5481): called boinc_finish(0)

</stderr_txt>
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