Nameexact_genome_1512568488_43_6648_1
Workunit2604554
Created7 Dec 2017, 21:07:44 UTC
Sent7 Dec 2017, 21:14:07 UTC
Report deadline16 Dec 2017, 17:13:55 UTC
Received8 Dec 2017, 0:10:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53788
Run time2 hours 40 min 49 sec
CPU time2 hours 38 min 36 sec
Validate stateValid
Credit2,208.30
Device peak FLOPS3.80 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 87.8032836914s, input_fired_time: 0.9390133023, output_fired_time: 0.5762205124, propagate_forward_time: 35.5318984985, propagate_backward_time: 48.6275558472, weight_update_time: 0.1127224937, other_time: 2.1286010742
epoch time: 7.5041937828s, input_fired_time: 0.0985058621, output_fired_time: 0.0000000000, propagate_forward_time: 7.0372495651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684382439
validation[          , genome  6648] predictions:    9708/  10000 (97.08%), best:    9742/10000 (97.42%), error:       946.29816, best error:       872.92218 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 87.8025512695s, input_fired_time: 0.9409545064, output_fired_time: 0.5759268999, propagate_forward_time: 35.4867324829, propagate_backward_time: 48.6384124756, weight_update_time: 0.1118956730, other_time: 2.1605224609
epoch time: 7.5573344231s, input_fired_time: 0.0969423354, output_fired_time: 0.0000000000, propagate_forward_time: 7.1060061455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543858528
validation[          , genome  6648] predictions:    9740/  10000 (97.40%), best:    9742/10000 (97.42%), error:       877.05963, best error:       872.92218 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.8035049438s, input_fired_time: 0.9122939110, output_fired_time: 0.5753403902, propagate_forward_time: 35.2391204834, propagate_backward_time: 47.9493370056, weight_update_time: 0.1124705896, other_time: 2.1274147034
epoch time: 7.5247349739s, input_fired_time: 0.0997693092, output_fired_time: 0.0000000000, propagate_forward_time: 7.0586781502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662877083
validation[          , genome  6648] predictions:    9715/  10000 (97.15%), best:    9742/10000 (97.42%), error:       950.01660, best error:       872.92218 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 87.1024932861s, input_fired_time: 0.9269616604, output_fired_time: 0.5771698356, propagate_forward_time: 35.3412780762, propagate_backward_time: 48.0512390137, weight_update_time: 0.1126420945, other_time: 2.2058410645
epoch time: 7.5669713020s, input_fired_time: 0.1103831604, output_fired_time: 0.0000000000, propagate_forward_time: 7.0838561058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727321625
validation[          , genome  6648] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       861.44141, best error:       861.44141 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 87.3197937012s, input_fired_time: 0.9162293673, output_fired_time: 0.5766233802, propagate_forward_time: 35.2293853760, propagate_backward_time: 48.4633750916, weight_update_time: 0.1119494662, other_time: 2.1341819763
epoch time: 7.5860047340s, input_fired_time: 0.0949251503, output_fired_time: 0.0000000000, propagate_forward_time: 7.1294713020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616085052
validation[          , genome  6648] predictions:    9661/  10000 (96.61%), best:    9747/10000 (97.47%), error:      1071.86365, best error:       861.44141 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 86.9332427979s, input_fired_time: 0.9159821868, output_fired_time: 0.5833056569, propagate_forward_time: 35.1495475769, propagate_backward_time: 48.1844596863, weight_update_time: 0.1113706082, other_time: 2.0999450684
epoch time: 7.5460600853s, input_fired_time: 0.0944965407, output_fired_time: 0.0000000000, propagate_forward_time: 7.0979199409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536434174
validation[          , genome  6648] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       809.45148, best error:       809.45148 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 86.1454544067s, input_fired_time: 0.9215793610, output_fired_time: 0.5664521456, propagate_forward_time: 34.8209533691, propagate_backward_time: 47.7106056213, weight_update_time: 0.1120734364, other_time: 2.1258659363
epoch time: 7.3587498665s, input_fired_time: 0.0953484178, output_fired_time: 0.0000000000, propagate_forward_time: 6.9094099998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539915085
validation[          , genome  6648] predictions:    9731/  10000 (97.31%), best:    9760/10000 (97.60%), error:       928.33545, best error:       809.45148 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 87.1145782471s, input_fired_time: 0.9462527633, output_fired_time: 0.5768668652, propagate_forward_time: 35.2558555603, propagate_backward_time: 48.2335624695, weight_update_time: 0.1123261079, other_time: 2.1020431519
epoch time: 7.4888195992s, input_fired_time: 0.0946774036, output_fired_time: 0.0000000000, propagate_forward_time: 7.0399103165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542318344
validation[          , genome  6648] predictions:    9727/  10000 (97.27%), best:    9760/10000 (97.60%), error:       918.46875, best error:       809.45148 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 87.8998794556s, input_fired_time: 0.9212204814, output_fired_time: 0.5797112584, propagate_forward_time: 35.5084037781, propagate_backward_time: 48.7173843384, weight_update_time: 0.1117306277, other_time: 2.1731605530
epoch time: 7.4542140961s, input_fired_time: 0.0955923647, output_fired_time: 0.0000000000, propagate_forward_time: 7.0019121170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567094803
validation[          , genome  6648] predictions:    9708/  10000 (97.08%), best:    9760/10000 (97.60%), error:       909.77313, best error:       809.45148 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 87.1061782837s, input_fired_time: 0.9327766299, output_fired_time: 0.5713989139, propagate_forward_time: 35.1927909851, propagate_backward_time: 48.2803077698, weight_update_time: 0.1196342856, other_time: 2.1289062500
epoch time: 7.5609712601s, input_fired_time: 0.1008174866, output_fired_time: 0.0000000000, propagate_forward_time: 7.0927171707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674364090
validation[          , genome  6648] predictions:    9744/  10000 (97.44%), best:    9760/10000 (97.60%), error:       879.01593, best error:       809.45148 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 88.4659729004s, input_fired_time: 0.9472489953, output_fired_time: 0.5830605030, propagate_forward_time: 35.7669487000, propagate_backward_time: 49.0028228760, weight_update_time: 0.1137430966, other_time: 2.1658897400
epoch time: 7.5390229225s, input_fired_time: 0.0968656540, output_fired_time: 0.0000000000, propagate_forward_time: 7.0743618011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677954674
validation[          , genome  6648] predictions:    9663/  10000 (96.63%), best:    9760/10000 (97.60%), error:      1091.68982, best error:       809.45148 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 87.6225204468s, input_fired_time: 0.9361581802, output_fired_time: 0.5718182325, propagate_forward_time: 35.4737205505, propagate_backward_time: 48.5084533691, weight_update_time: 0.1121377274, other_time: 2.1323738098
epoch time: 7.4922590256s, input_fired_time: 0.0963636488, output_fired_time: 0.0000000000, propagate_forward_time: 7.0397906303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561048508
validation[          , genome  6648] predictions:    9706/  10000 (97.06%), best:    9760/10000 (97.60%), error:       922.78162, best error:       809.45148 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 87.1545104980s, input_fired_time: 0.9266996384, output_fired_time: 0.5817965269, propagate_forward_time: 35.3312339783, propagate_backward_time: 48.2047042847, weight_update_time: 0.1123628020, other_time: 2.1100807190
epoch time: 7.5096225739s, input_fired_time: 0.0946518555, output_fired_time: 0.0000000000, propagate_forward_time: 7.0506196022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643512726
validation[          , genome  6648] predictions:    9742/  10000 (97.42%), best:    9760/10000 (97.60%), error:       849.65424, best error:       809.45148 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 87.4447097778s, input_fired_time: 0.9423599243, output_fired_time: 0.5695940256, propagate_forward_time: 35.3564567566, propagate_backward_time: 48.4424057007, weight_update_time: 0.1125102043, other_time: 2.1338920593
epoch time: 7.4903111458s, input_fired_time: 0.0960446820, output_fired_time: 0.0000000000, propagate_forward_time: 7.0418429375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524236679
validation[          , genome  6648] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       781.04034, best error:       781.04034 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 87.2018661499s, input_fired_time: 0.9212606549, output_fired_time: 0.5676063299, propagate_forward_time: 35.4524688721, propagate_backward_time: 48.1717987061, weight_update_time: 0.1105300710, other_time: 2.0887374878
epoch time: 7.4405126572s, input_fired_time: 0.0935810655, output_fired_time: 0.0000000000, propagate_forward_time: 6.9975137711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494176865
validation[          , genome  6648] predictions:    9728/  10000 (97.28%), best:    9755/10000 (97.55%), error:       908.16589, best error:       781.04034 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 87.0472564697s, input_fired_time: 0.9140610695, output_fired_time: 0.5668126345, propagate_forward_time: 35.2811470032, propagate_backward_time: 48.1931076050, weight_update_time: 0.1088563204, other_time: 2.0921287537
epoch time: 7.4568414688s, input_fired_time: 0.1018774733, output_fired_time: 0.0000000000, propagate_forward_time: 7.0072240829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477396965
validation[          , genome  6648] predictions:    9708/  10000 (97.08%), best:    9755/10000 (97.55%), error:       918.19293, best error:       781.04034 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 86.5743179321s, input_fired_time: 0.9345706105, output_fired_time: 0.5731908679, propagate_forward_time: 35.0745658875, propagate_backward_time: 47.8989601135, weight_update_time: 0.1273178160, other_time: 2.0930328369
epoch time: 7.5741834641s, input_fired_time: 0.0939338505, output_fired_time: 0.0000000000, propagate_forward_time: 7.1228404045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574090004
validation[          , genome  6648] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       762.20062, best error:       762.20062 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 86.9015502930s, input_fired_time: 0.9068116546, output_fired_time: 0.5654685497, propagate_forward_time: 35.1487693787, propagate_backward_time: 48.2110252380, weight_update_time: 0.1086350232, other_time: 2.0694732666
epoch time: 7.3612594604s, input_fired_time: 0.0931958854, output_fired_time: 0.0000000000, propagate_forward_time: 6.9211935997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468699455
validation[          , genome  6648] predictions:    9697/  10000 (96.97%), best:    9779/10000 (97.79%), error:       960.25317, best error:       762.20062 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 86.7655487061s, input_fired_time: 0.9151461124, output_fired_time: 0.5680757165, propagate_forward_time: 35.1195945740, propagate_backward_time: 48.0731086731, weight_update_time: 0.1095776111, other_time: 2.0896224976
epoch time: 7.6148896217s, input_fired_time: 0.0941798389, output_fired_time: 0.0000000000, propagate_forward_time: 7.1663517952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543581963
validation[          , genome  6648] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       712.94696, best error:       712.94696 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 87.5250396729s, input_fired_time: 0.9096443057, output_fired_time: 0.5826047063, propagate_forward_time: 35.3583831787, propagate_backward_time: 48.6087417603, weight_update_time: 0.1109614447, other_time: 2.0656661987
epoch time: 7.5029244423s, input_fired_time: 0.0944495499, output_fired_time: 0.0000000000, propagate_forward_time: 7.0530495644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554253578
validation[          , genome  6648] predictions:    9734/  10000 (97.34%), best:    9781/10000 (97.81%), error:       896.65778, best error:       712.94696 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 87.1529159546s, input_fired_time: 0.9178502560, output_fired_time: 0.5665411353, propagate_forward_time: 35.3867530823, propagate_backward_time: 48.1780166626, weight_update_time: 0.1100665629, other_time: 2.1037559509
epoch time: 7.5710635185s, input_fired_time: 0.1010574847, output_fired_time: 0.0000000000, propagate_forward_time: 7.1090788841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609271049
validation[          , genome  6648] predictions:    9754/  10000 (97.54%), best:    9781/10000 (97.81%), error:       807.82330, best error:       712.94696 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 87.5697555542s, input_fired_time: 0.9135016799, output_fired_time: 0.5748612285, propagate_forward_time: 35.4907722473, propagate_backward_time: 48.4940872192, weight_update_time: 0.1093809530, other_time: 2.0965385437
epoch time: 7.3589096069s, input_fired_time: 0.0920949802, output_fired_time: 0.0000000000, propagate_forward_time: 6.9195780754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472366333
validation[          , genome  6648] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       772.86438, best error:       712.94696 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 87.5146789551s, input_fired_time: 0.9072422981, output_fired_time: 0.5850930214, propagate_forward_time: 35.4477005005, propagate_backward_time: 48.4301071167, weight_update_time: 0.1286186427, other_time: 2.1445388794
epoch time: 7.5599222183s, input_fired_time: 0.0958014652, output_fired_time: 0.0000000000, propagate_forward_time: 7.1077117920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564090729
validation[          , genome  6648] predictions:    9768/  10000 (97.68%), best:    9781/10000 (97.81%), error:       789.72424, best error:       712.94696 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 87.4628372192s, input_fired_time: 0.9306547046, output_fired_time: 0.5739390254, propagate_forward_time: 35.3952369690, propagate_backward_time: 48.4656791687, weight_update_time: 0.1116227582, other_time: 2.0973281860
epoch time: 7.4979028702s, input_fired_time: 0.1118182018, output_fired_time: 0.0000000000, propagate_forward_time: 6.9952812195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908033371
validation[          , genome  6648] predictions:    9703/  10000 (97.03%), best:    9781/10000 (97.81%), error:       948.98462, best error:       712.94696 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 87.2431411743s, input_fired_time: 0.9183888435, output_fired_time: 0.5694406033, propagate_forward_time: 35.3590621948, propagate_backward_time: 48.2766342163, weight_update_time: 0.1104891896, other_time: 2.1196136475
epoch time: 7.4567766190s, input_fired_time: 0.0942220017, output_fired_time: 0.0000000000, propagate_forward_time: 7.0131945610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493599892
validation[          , genome  6648] predictions:    9757/  10000 (97.57%), best:    9781/10000 (97.81%), error:       780.98059, best error:       712.94696 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 86.9475631714s, input_fired_time: 0.9074671865, output_fired_time: 0.5635827184, propagate_forward_time: 35.2532539368, propagate_backward_time: 48.1261100769, weight_update_time: 0.1103382632, other_time: 2.0971450806
epoch time: 7.4209361076s, input_fired_time: 0.0944666862, output_fired_time: 0.0000000000, propagate_forward_time: 6.9770717621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493976593
validation[          , genome  6648] predictions:    9731/  10000 (97.31%), best:    9781/10000 (97.81%), error:       882.17450, best error:       712.94696 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 86.8557128906s, input_fired_time: 0.9079502225, output_fired_time: 0.5638080239, propagate_forward_time: 35.1722450256, propagate_backward_time: 48.0834846497, weight_update_time: 0.1403049082, other_time: 2.1282272339
epoch time: 7.5168838501s, input_fired_time: 0.0983798727, output_fired_time: 0.0000000000, propagate_forward_time: 7.0676178932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508858681
validation[          , genome  6648] predictions:    9731/  10000 (97.31%), best:    9781/10000 (97.81%), error:       876.87976, best error:       712.94696 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 87.3882217407s, input_fired_time: 0.9213138819, output_fired_time: 0.5700836182, propagate_forward_time: 35.4530944824, propagate_backward_time: 48.3272743225, weight_update_time: 0.1257054806, other_time: 2.1164588928
epoch time: 7.4989757538s, input_fired_time: 0.0949408635, output_fired_time: 0.0000000000, propagate_forward_time: 7.0561823845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478527069
validation[          , genome  6648] predictions:    9756/  10000 (97.56%), best:    9781/10000 (97.81%), error:       850.84808, best error:       712.94696 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 86.8309326172s, input_fired_time: 0.9094837904, output_fired_time: 0.5652289391, propagate_forward_time: 35.1998863220, propagate_backward_time: 48.0841979980, weight_update_time: 0.1089200899, other_time: 2.0721321106
epoch time: 7.5057702065s, input_fired_time: 0.0954394713, output_fired_time: 0.0000000000, propagate_forward_time: 7.0534405708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568902016
validation[          , genome  6648] predictions:    9741/  10000 (97.41%), best:    9781/10000 (97.81%), error:       776.82990, best error:       712.94696 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 87.6641693115s, input_fired_time: 0.9235424399, output_fired_time: 0.5885655284, propagate_forward_time: 35.4420509338, propagate_backward_time: 48.5668449402, weight_update_time: 0.1091716811, other_time: 2.1431655884
epoch time: 7.5190730095s, input_fired_time: 0.0946283713, output_fired_time: 0.0000000000, propagate_forward_time: 7.0725216866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519229889
validation[          , genome  6648] predictions:    9676/  10000 (96.76%), best:    9781/10000 (97.81%), error:       999.23309, best error:       712.94696 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 87.8672561646s, input_fired_time: 0.9284299016, output_fired_time: 0.5839442015, propagate_forward_time: 35.5219535828, propagate_backward_time: 48.7168846130, weight_update_time: 0.1196690425, other_time: 2.1160430908
epoch time: 7.4059357643s, input_fired_time: 0.0943007916, output_fired_time: 0.0000000000, propagate_forward_time: 6.9609045982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507304192
validation[          , genome  6648] predictions:    9738/  10000 (97.38%), best:    9781/10000 (97.81%), error:       833.72382, best error:       712.94696 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 86.9555358887s, input_fired_time: 0.9124501944, output_fired_time: 0.5656327009, propagate_forward_time: 35.1720275879, propagate_backward_time: 48.2159919739, weight_update_time: 0.1104660779, other_time: 2.0894279480
epoch time: 7.5318059921s, input_fired_time: 0.0945525616, output_fired_time: 0.0000000000, propagate_forward_time: 7.0832843781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539690971
validation[          , genome  6648] predictions:    9788/  10000 (97.88%), best:    9781/10000 (97.81%), error:       754.75177, best error:       712.94696 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 87.2891998291s, input_fired_time: 0.9578927755, output_fired_time: 0.5953276753, propagate_forward_time: 35.3388481140, propagate_backward_time: 48.2486839294, weight_update_time: 0.1193465889, other_time: 2.1484451294
epoch time: 7.4476385117s, input_fired_time: 0.0961381122, output_fired_time: 0.0000000000, propagate_forward_time: 6.9992141724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522863388
validation[          , genome  6648] predictions:    9774/  10000 (97.74%), best:    9781/10000 (97.81%), error:       727.80878, best error:       712.94696 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 87.9354858398s, input_fired_time: 0.9220502377, output_fired_time: 0.5820000768, propagate_forward_time: 35.5131607056, propagate_backward_time: 48.7939720154, weight_update_time: 0.1105563492, other_time: 2.1243019104
epoch time: 7.4565539360s, input_fired_time: 0.0958130658, output_fired_time: 0.0000000000, propagate_forward_time: 7.0103220940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504185677
validation[          , genome  6648] predictions:    9749/  10000 (97.49%), best:    9781/10000 (97.81%), error:       881.92065, best error:       712.94696 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.7522659302s, input_fired_time: 0.9125403166, output_fired_time: 0.5642536283, propagate_forward_time: 35.1313247681, propagate_backward_time: 48.0683288574, weight_update_time: 0.1100702286, other_time: 2.0758209229
epoch time: 7.4824724197s, input_fired_time: 0.0988104790, output_fired_time: 0.0000000000, propagate_forward_time: 7.0354657173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481960297
validation[          , genome  6648] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       680.49097, best error:       680.49097 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 87.2068176270s, input_fired_time: 0.9373970628, output_fired_time: 0.5661435127, propagate_forward_time: 35.3688011169, propagate_backward_time: 48.2665634155, weight_update_time: 0.1086620092, other_time: 2.0679054260
epoch time: 7.4806852341s, input_fired_time: 0.0946788862, output_fired_time: 0.0000000000, propagate_forward_time: 7.0360627174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499436378
validation[          , genome  6648] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       802.68427, best error:       680.49097 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 86.7805786133s, input_fired_time: 0.9237338901, output_fired_time: 0.5682132840, propagate_forward_time: 35.1012229919, propagate_backward_time: 48.1176605225, weight_update_time: 0.1079110503, other_time: 2.0697441101
epoch time: 7.4457163811s, input_fired_time: 0.0959970355, output_fired_time: 0.0000000000, propagate_forward_time: 6.9949183464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548011780
validation[          , genome  6648] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       753.28705, best error:       680.49097 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 87.3861083984s, input_fired_time: 0.9395329952, output_fired_time: 0.5664797425, propagate_forward_time: 35.3307762146, propagate_backward_time: 48.4247665405, weight_update_time: 0.1108407453, other_time: 2.1245536804
epoch time: 7.5327510834s, input_fired_time: 0.1048104838, output_fired_time: 0.0000000000, propagate_forward_time: 7.0519242287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760161400
validation[          , genome  6648] predictions:    9765/  10000 (97.65%), best:    9776/10000 (97.76%), error:       769.33588, best error:       680.49097 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 86.7244033813s, input_fired_time: 0.9136326909, output_fired_time: 0.5644144416, propagate_forward_time: 35.1702079773, propagate_backward_time: 48.0029640198, weight_update_time: 0.1086906567, other_time: 2.0731811523
epoch time: 7.4060120583s, input_fired_time: 0.1043129787, output_fired_time: 0.0000000000, propagate_forward_time: 6.9512052536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504939079
validation[          , genome  6648] predictions:    9785/  10000 (97.85%), best:    9776/10000 (97.76%), error:       683.99652, best error:       680.49097 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 87.0731658936s, input_fired_time: 0.9137840867, output_fired_time: 0.5657390356, propagate_forward_time: 35.2936553955, propagate_backward_time: 48.2180709839, weight_update_time: 0.1086197570, other_time: 2.0819091797
epoch time: 7.3522748947s, input_fired_time: 0.0943116620, output_fired_time: 0.0000000000, propagate_forward_time: 6.9113378525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466253281
validation[          , genome  6648] predictions:    9793/  10000 (97.93%), best:    9776/10000 (97.76%), error:       707.05945, best error:       680.49097 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.7208862305s, input_fired_time: 0.9338530302, output_fired_time: 0.5734290481, propagate_forward_time: 35.6189041138, propagate_backward_time: 48.5209388733, weight_update_time: 0.1090096161, other_time: 2.0737648010
epoch time: 7.5831813812s, input_fired_time: 0.0977612659, output_fired_time: 0.0000000000, propagate_forward_time: 7.1306829453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547372818
validation[          , genome  6648] predictions:    9739/  10000 (97.39%), best:    9776/10000 (97.76%), error:       842.28754, best error:       680.49097 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 86.9542922974s, input_fired_time: 0.9168915749, output_fired_time: 0.5692510605, propagate_forward_time: 35.1674232483, propagate_backward_time: 48.2233963013, weight_update_time: 0.1089557931, other_time: 2.0773277283
epoch time: 7.4769768715s, input_fired_time: 0.0951392129, output_fired_time: 0.0000000000, propagate_forward_time: 7.0343337059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475041389
validation[          , genome  6648] predictions:    9766/  10000 (97.66%), best:    9776/10000 (97.76%), error:       759.93518, best error:       680.49097 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 87.0889587402s, input_fired_time: 0.9429737926, output_fired_time: 0.5727753043, propagate_forward_time: 35.1651954651, propagate_backward_time: 48.3311958313, weight_update_time: 0.1133635491, other_time: 2.0768203735
epoch time: 7.7054023743s, input_fired_time: 0.1221016794, output_fired_time: 0.0000000000, propagate_forward_time: 7.2260293961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572711945
validation[          , genome  6648] predictions:    9780/  10000 (97.80%), best:    9776/10000 (97.76%), error:       734.33582, best error:       680.49097 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 87.3064956665s, input_fired_time: 0.9268466234, output_fired_time: 0.5884668231, propagate_forward_time: 35.3772888184, propagate_backward_time: 48.3161544800, weight_update_time: 0.1091202050, other_time: 2.0977325439
epoch time: 7.4794363976s, input_fired_time: 0.0960547030, output_fired_time: 0.0000000000, propagate_forward_time: 7.0328793526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505024910
validation[          , genome  6648] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       794.92542, best error:       680.49097 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 87.3483963013s, input_fired_time: 0.9421283007, output_fired_time: 0.5809872746, propagate_forward_time: 35.4182815552, propagate_backward_time: 48.3179283142, weight_update_time: 0.1091402024, other_time: 2.0890693665
epoch time: 7.5189003944s, input_fired_time: 0.1036734134, output_fired_time: 0.0000000000, propagate_forward_time: 7.0573420525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578848839
validation[          , genome  6648] predictions:    9784/  10000 (97.84%), best:    9776/10000 (97.76%), error:       687.37726, best error:       680.49097 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 86.9142074585s, input_fired_time: 0.9209777117, output_fired_time: 0.5696453452, propagate_forward_time: 35.2510604858, propagate_backward_time: 48.1174163818, weight_update_time: 0.1089531332, other_time: 2.0551071167
epoch time: 7.3640060425s, input_fired_time: 0.0942710266, output_fired_time: 0.0000000000, propagate_forward_time: 6.9253792763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443555832
validation[          , genome  6648] predictions:    9745/  10000 (97.45%), best:    9776/10000 (97.76%), error:       781.76727, best error:       680.49097 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 87.9792480469s, input_fired_time: 0.9282161593, output_fired_time: 0.5779592991, propagate_forward_time: 35.6253623962, propagate_backward_time: 48.7432441711, weight_update_time: 0.1257743537, other_time: 2.1044692993
epoch time: 7.5151033401s, input_fired_time: 0.0945267305, output_fired_time: 0.0000000000, propagate_forward_time: 7.0763916969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441848755
validation[          , genome  6648] predictions:    9788/  10000 (97.88%), best:    9776/10000 (97.76%), error:       746.05499, best error:       680.49097 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 86.7374725342s, input_fired_time: 0.9643110633, output_fired_time: 0.5646189451, propagate_forward_time: 35.1252632141, propagate_backward_time: 48.0091857910, weight_update_time: 0.1136236042, other_time: 2.0740928650
epoch time: 7.4396295547s, input_fired_time: 0.0955440104, output_fired_time: 0.0000000000, propagate_forward_time: 6.9963226318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477630615
validation[          , genome  6648] predictions:    9780/  10000 (97.80%), best:    9776/10000 (97.76%), error:       722.83569, best error:       680.49097 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 86.8733825684s, input_fired_time: 0.9189969301, output_fired_time: 0.5655105710, propagate_forward_time: 35.1696510315, propagate_backward_time: 48.0967330933, weight_update_time: 0.1098524258, other_time: 2.1224861145
epoch time: 7.6543493271s, input_fired_time: 0.0975626558, output_fired_time: 0.0000000000, propagate_forward_time: 7.1920185089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647680283
validation[          , genome  6648] predictions:    9720/  10000 (97.20%), best:    9776/10000 (97.76%), error:       883.38934, best error:       680.49097 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 87.5483016968s, input_fired_time: 0.9339921474, output_fired_time: 0.5693193078, propagate_forward_time: 35.4087219238, propagate_backward_time: 48.4819145203, weight_update_time: 0.1109188572, other_time: 2.1543540955
epoch time: 7.6986546516s, input_fired_time: 0.1049516723, output_fired_time: 0.0000000000, propagate_forward_time: 7.2362885475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574142456
validation[          , genome  6648] predictions:    9785/  10000 (97.85%), best:    9776/10000 (97.76%), error:       685.95117, best error:       680.49097 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 86.9089584351s, input_fired_time: 0.9294771552, output_fired_time: 0.5847209096, propagate_forward_time: 35.2282791138, propagate_backward_time: 48.0836181641, weight_update_time: 0.1089692935, other_time: 2.0828628540
epoch time: 7.5323596001s, input_fired_time: 0.0979427695, output_fired_time: 0.0000000000, propagate_forward_time: 7.0835666656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508501053
validation[          , genome  6648] predictions:    9782/  10000 (97.82%), best:    9776/10000 (97.76%), error:       750.75372, best error:       680.49097 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 87.2226715088s, input_fired_time: 0.9159970284, output_fired_time: 0.5674963593, propagate_forward_time: 35.3682098389, propagate_backward_time: 48.2892684937, weight_update_time: 0.1101597846, other_time: 2.0816955566
epoch time: 7.3856244087s, input_fired_time: 0.0954095572, output_fired_time: 0.0000000000, propagate_forward_time: 6.9409246445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492903709
validation[          , genome  6648] predictions:    9773/  10000 (97.73%), best:    9776/10000 (97.76%), error:       743.47357, best error:       680.49097 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 87.3786087036s, input_fired_time: 0.9246945977, output_fired_time: 0.5781412125, propagate_forward_time: 35.4477119446, propagate_backward_time: 48.3464965820, weight_update_time: 0.1083744466, other_time: 2.0815620422
epoch time: 7.3952455521s, input_fired_time: 0.0957118720, output_fired_time: 0.0000000000, propagate_forward_time: 6.9513573647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481764793
validation[          , genome  6648] predictions:    9791/  10000 (97.91%), best:    9776/10000 (97.76%), error:       703.06500, best error:       680.49097 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 87.9925689697s, input_fired_time: 0.9582424164, output_fired_time: 0.5681173801, propagate_forward_time: 35.6846809387, propagate_backward_time: 48.6671409607, weight_update_time: 0.1269609332, other_time: 2.1143875122
epoch time: 7.3824853897s, input_fired_time: 0.0956270024, output_fired_time: 0.0000000000, propagate_forward_time: 6.9418935776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449649811
validation[          , genome  6648] predictions:    9769/  10000 (97.69%), best:    9776/10000 (97.76%), error:       749.38879, best error:       680.49097 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 87.2974548340s, input_fired_time: 0.9397946596, output_fired_time: 0.5737283230, propagate_forward_time: 35.3207817078, propagate_backward_time: 48.3846740723, weight_update_time: 0.1096110791, other_time: 2.0784721375
epoch time: 7.8011713028s, input_fired_time: 0.1110178381, output_fired_time: 0.0000000000, propagate_forward_time: 7.3299517632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602018356
validation[          , genome  6648] predictions:    9784/  10000 (97.84%), best:    9776/10000 (97.76%), error:       737.43945, best error:       680.49097 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 87.6850433350s, input_fired_time: 0.9551210403, output_fired_time: 0.5801687837, propagate_forward_time: 35.4791603088, propagate_backward_time: 48.5589332581, weight_update_time: 0.1116384938, other_time: 2.1116561890
epoch time: 7.5333986282s, input_fired_time: 0.1099804193, output_fired_time: 0.0000000000, propagate_forward_time: 7.0488080978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746099472
validation[          , genome  6648] predictions:    9772/  10000 (97.72%), best:    9776/10000 (97.76%), error:       726.95032, best error:       680.49097 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 89.1294937134s, input_fired_time: 0.9578887820, output_fired_time: 0.5861818194, propagate_forward_time: 36.0402946472, propagate_backward_time: 49.3837471008, weight_update_time: 0.1115054414, other_time: 2.1613845825
epoch time: 7.4620432854s, input_fired_time: 0.1007277444, output_fired_time: 0.0000000000, propagate_forward_time: 7.0041394234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571763039
validation[          , genome  6648] predictions:    9637/  10000 (96.37%), best:    9776/10000 (97.76%), error:      1235.48157, best error:       680.49097 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 87.4334411621s, input_fired_time: 0.9494736195, output_fired_time: 0.5779747963, propagate_forward_time: 35.3484039307, propagate_backward_time: 48.4318313599, weight_update_time: 0.1119508520, other_time: 2.1257629395
epoch time: 7.6918554306s, input_fired_time: 0.1090665236, output_fired_time: 0.0000000000, propagate_forward_time: 7.2226943970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600945473
validation[          , genome  6648] predictions:    9777/  10000 (97.77%), best:    9776/10000 (97.76%), error:       745.93500, best error:       680.49097 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 87.5979232788s, input_fired_time: 0.9389784336, output_fired_time: 0.5665577650, propagate_forward_time: 35.5304603577, propagate_backward_time: 48.4406089783, weight_update_time: 0.1110375151, other_time: 2.1213150024
epoch time: 7.5285396576s, input_fired_time: 0.0990218744, output_fired_time: 0.0000000000, propagate_forward_time: 7.0778727531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516449928
validation[          , genome  6648] predictions:    9796/  10000 (97.96%), best:    9776/10000 (97.76%), error:       702.77148, best error:       680.49097 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 87.3450775146s, input_fired_time: 0.9332020879, output_fired_time: 0.5745065212, propagate_forward_time: 35.2554359436, propagate_backward_time: 48.4800682068, weight_update_time: 0.1092431918, other_time: 2.1018600464
epoch time: 7.5184369087s, input_fired_time: 0.0968281031, output_fired_time: 0.0000000000, propagate_forward_time: 7.0718240738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497848511
validation[          , genome  6648] predictions:    9771/  10000 (97.71%), best:    9776/10000 (97.76%), error:       768.35034, best error:       680.49097 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 86.7765121460s, input_fired_time: 0.9404650927, output_fired_time: 0.5668329000, propagate_forward_time: 35.1249237061, propagate_backward_time: 48.0638961792, weight_update_time: 0.1098080501, other_time: 2.0803909302
epoch time: 7.5023097992s, input_fired_time: 0.0972764716, output_fired_time: 0.0000000000, propagate_forward_time: 7.0535440445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514890671
validation[          , genome  6648] predictions:    9768/  10000 (97.68%), best:    9776/10000 (97.76%), error:       763.11786, best error:       680.49097 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 87.3922882080s, input_fired_time: 0.9211853147, output_fired_time: 0.5742419362, propagate_forward_time: 35.4484100342, propagate_backward_time: 48.3419609070, weight_update_time: 0.1249977276, other_time: 2.1064872742
epoch time: 7.4326033592s, input_fired_time: 0.0973002464, output_fired_time: 0.0000000000, propagate_forward_time: 6.9905982018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447051048
validation[          , genome  6648] predictions:    9748/  10000 (97.48%), best:    9776/10000 (97.76%), error:       835.81641, best error:       680.49097 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 88.7065963745s, input_fired_time: 0.9725518823, output_fired_time: 0.5974563360, propagate_forward_time: 35.7203788757, propagate_backward_time: 49.2377166748, weight_update_time: 0.1224404499, other_time: 2.1784934998
epoch time: 7.4411358833s, input_fired_time: 0.0982832313, output_fired_time: 0.0000000000, propagate_forward_time: 6.9919304848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509221077
validation[          , genome  6648] predictions:    9763/  10000 (97.63%), best:    9776/10000 (97.76%), error:       755.20880, best error:       680.49097 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 87.5260848999s, input_fired_time: 0.9519704580, output_fired_time: 0.5739054680, propagate_forward_time: 35.3793601990, propagate_backward_time: 48.4929504395, weight_update_time: 0.1156332418, other_time: 2.1278953552
epoch time: 7.4967107773s, input_fired_time: 0.0995737687, output_fired_time: 0.0000000000, propagate_forward_time: 7.0452604294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518767357
validation[          , genome  6648] predictions:    9787/  10000 (97.87%), best:    9776/10000 (97.76%), error:       692.40015, best error:       680.49097 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 87.7257690430s, input_fired_time: 0.9606446624, output_fired_time: 0.5714184642, propagate_forward_time: 35.4687232971, propagate_backward_time: 48.5922470093, weight_update_time: 0.1183498949, other_time: 2.1327323914
epoch time: 7.5360746384s, input_fired_time: 0.1020639539, output_fired_time: 0.0000000000, propagate_forward_time: 7.0748829842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591275215
validation[          , genome  6648] predictions:    9762/  10000 (97.62%), best:    9776/10000 (97.76%), error:       762.79773, best error:       680.49097 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 88.5023117065s, input_fired_time: 0.9481258392, output_fired_time: 0.5866811872, propagate_forward_time: 35.8474769592, propagate_backward_time: 48.9875450134, weight_update_time: 0.1201828644, other_time: 2.1324844360
epoch time: 7.7345752716s, input_fired_time: 0.1008920297, output_fired_time: 0.0000000000, propagate_forward_time: 7.2723708153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613123894
validation[          , genome  6648] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       726.71173, best error:       680.49097 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 88.0417938232s, input_fired_time: 0.9395262003, output_fired_time: 0.5714543462, propagate_forward_time: 35.5408706665, propagate_backward_time: 48.8706626892, weight_update_time: 0.1116379127, other_time: 2.1192741394
epoch time: 7.4595346451s, input_fired_time: 0.1012087986, output_fired_time: 0.0000000000, propagate_forward_time: 6.9953155518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630104065
validation[          , genome  6648] predictions:    9782/  10000 (97.82%), best:    9776/10000 (97.76%), error:       717.23792, best error:       680.49097 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 87.3918457031s, input_fired_time: 0.9381679893, output_fired_time: 0.5692967176, propagate_forward_time: 35.3972816467, propagate_backward_time: 48.3797111511, weight_update_time: 0.1120870188, other_time: 2.1073837280
epoch time: 7.4065165520s, input_fired_time: 0.0988426208, output_fired_time: 0.0000000000, propagate_forward_time: 6.9554619789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522119522
validation[          , genome  6648] predictions:    9778/  10000 (97.78%), best:    9776/10000 (97.76%), error:       731.12335, best error:       680.49097 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 88.0133132935s, input_fired_time: 0.9679676890, output_fired_time: 0.5998078585, propagate_forward_time: 35.5631103516, propagate_backward_time: 48.7378654480, weight_update_time: 0.1120847538, other_time: 2.1445655823
epoch time: 7.5976748466s, input_fired_time: 0.1030893773, output_fired_time: 0.0000000000, propagate_forward_time: 7.1333189011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612666130
validation[          , genome  6648] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       667.95477, best error:       667.95477 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.5396804810s, input_fired_time: 0.9569135308, output_fired_time: 0.5811787844, propagate_forward_time: 35.8896713257, propagate_backward_time: 48.9538803101, weight_update_time: 0.1125338674, other_time: 2.1580352783
epoch time: 7.5702419281s, input_fired_time: 0.1003139615, output_fired_time: 0.0000000000, propagate_forward_time: 7.1141505241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557772636
validation[          , genome  6648] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       763.03577, best error:       667.95477 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 88.1686477661s, input_fired_time: 0.9745503068, output_fired_time: 0.5739530325, propagate_forward_time: 35.6186141968, propagate_backward_time: 48.8572387695, weight_update_time: 0.1133713722, other_time: 2.1442947388
epoch time: 7.6739697456s, input_fired_time: 0.1011881977, output_fired_time: 0.0000000000, propagate_forward_time: 7.1973567009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754248619
validation[          , genome  6648] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       646.85083, best error:       646.85083 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 87.8909912109s, input_fired_time: 0.9548192024, output_fired_time: 0.5919889212, propagate_forward_time: 35.5243072510, propagate_backward_time: 48.7099418640, weight_update_time: 0.1105138212, other_time: 2.1099357605
epoch time: 7.6304488182s, input_fired_time: 0.0995445400, output_fired_time: 0.0000000000, propagate_forward_time: 7.1624526978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684515953
validation[          , genome  6648] predictions:    9799/  10000 (97.99%), best:    9805/10000 (98.05%), error:       691.26270, best error:       646.85083 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 88.6007232666s, input_fired_time: 0.9848574996, output_fired_time: 0.5982191563, propagate_forward_time: 35.9763717651, propagate_backward_time: 48.9075965881, weight_update_time: 0.1117283031, other_time: 2.1336784363
epoch time: 7.3996424675s, input_fired_time: 0.1000677422, output_fired_time: 0.0000000000, propagate_forward_time: 6.9496912956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498835564
validation[          , genome  6648] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       707.17194, best error:       646.85083 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 89.3786163330s, input_fired_time: 0.9598074555, output_fired_time: 0.5865177512, propagate_forward_time: 36.0614891052, propagate_backward_time: 49.6154632568, weight_update_time: 0.1113103032, other_time: 2.1553382874
epoch time: 7.4187226295s, input_fired_time: 0.1036284193, output_fired_time: 0.0000000000, propagate_forward_time: 6.9651794434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499145508
validation[          , genome  6648] predictions:    9787/  10000 (97.87%), best:    9805/10000 (98.05%), error:       703.61835, best error:       646.85083 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 87.9311447144s, input_fired_time: 0.9878845215, output_fired_time: 0.5816817284, propagate_forward_time: 35.6704521179, propagate_backward_time: 48.5797309875, weight_update_time: 0.1104443297, other_time: 2.1113967896
epoch time: 7.5306992531s, input_fired_time: 0.0997921452, output_fired_time: 0.0000000000, propagate_forward_time: 7.0732212067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576860428
validation[          , genome  6648] predictions:    9744/  10000 (97.44%), best:    9805/10000 (98.05%), error:       839.67731, best error:       646.85083 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 88.3748626709s, input_fired_time: 0.9483120441, output_fired_time: 0.5747017860, propagate_forward_time: 35.7219123840, propagate_backward_time: 48.9816017151, weight_update_time: 0.1189231649, other_time: 2.1483383179
epoch time: 7.5331263542s, input_fired_time: 0.1022077799, output_fired_time: 0.0000000000, propagate_forward_time: 7.0806822777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502364159
validation[          , genome  6648] predictions:    9787/  10000 (97.87%), best:    9805/10000 (98.05%), error:       727.48364, best error:       646.85083 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 87.3767013550s, input_fired_time: 0.9296324253, output_fired_time: 0.5681645870, propagate_forward_time: 35.2836494446, propagate_backward_time: 48.5036201477, weight_update_time: 0.1150546595, other_time: 2.0916366577
epoch time: 7.5012454987s, input_fired_time: 0.0994982943, output_fired_time: 0.0000000000, propagate_forward_time: 7.0386314392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631157875
validation[          , genome  6648] predictions:    9780/  10000 (97.80%), best:    9805/10000 (98.05%), error:       710.25372, best error:       646.85083 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 87.0067367554s, input_fired_time: 0.9359706044, output_fired_time: 0.5701704025, propagate_forward_time: 35.1738052368, propagate_backward_time: 48.2459907532, weight_update_time: 0.1097753718, other_time: 2.0807991028
epoch time: 7.5170793533s, input_fired_time: 0.1082861647, output_fired_time: 0.0000000000, propagate_forward_time: 7.0404567719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683362007
validation[          , genome  6648] predictions:    9787/  10000 (97.87%), best:    9805/10000 (98.05%), error:       714.27991, best error:       646.85083 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 87.5867233276s, input_fired_time: 0.9311409593, output_fired_time: 0.5745077133, propagate_forward_time: 35.4712219238, propagate_backward_time: 48.5325317383, weight_update_time: 0.1086608246, other_time: 2.0773162842
epoch time: 7.9346551895s, input_fired_time: 0.1079485789, output_fired_time: 0.0000000000, propagate_forward_time: 7.4719519615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547544479
validation[          , genome  6648] predictions:    9781/  10000 (97.81%), best:    9805/10000 (98.05%), error:       754.12189, best error:       646.85083 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 87.5467605591s, input_fired_time: 0.9593922496, output_fired_time: 0.5725154281, propagate_forward_time: 35.5035552979, propagate_backward_time: 48.4142532349, weight_update_time: 0.1091194600, other_time: 2.0970458984
epoch time: 7.9236340523s, input_fired_time: 0.1083696932, output_fired_time: 0.0000000000, propagate_forward_time: 7.4424910545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727731705
validation[          , genome  6648] predictions:    9784/  10000 (97.84%), best:    9805/10000 (98.05%), error:       714.94916, best error:       646.85083 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 87.8550262451s, input_fired_time: 0.9587656856, output_fired_time: 0.5858132839, propagate_forward_time: 35.5397033691, propagate_backward_time: 48.6415214539, weight_update_time: 0.1121239886, other_time: 2.1292228699
epoch time: 7.3667492867s, input_fired_time: 0.0974844173, output_fired_time: 0.0000000000, propagate_forward_time: 6.9241266251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451380730
validation[          , genome  6648] predictions:    9803/  10000 (98.03%), best:    9805/10000 (98.05%), error:       675.29224, best error:       646.85083 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 86.7045822144s, input_fired_time: 0.9355180264, output_fired_time: 0.5669265389, propagate_forward_time: 35.1600074768, propagate_backward_time: 47.9793930054, weight_update_time: 0.1087353751, other_time: 2.0627403259
epoch time: 7.5148386955s, input_fired_time: 0.1013860181, output_fired_time: 0.0000000000, propagate_forward_time: 7.0598878860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535647392
validation[          , genome  6648] predictions:    9797/  10000 (97.97%), best:    9805/10000 (98.05%), error:       678.25397, best error:       646.85083 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 87.6833496094s, input_fired_time: 0.9415471554, output_fired_time: 0.5721210837, propagate_forward_time: 35.5740737915, propagate_backward_time: 48.4966812134, weight_update_time: 0.1094949767, other_time: 2.0989303589
epoch time: 7.7263226509s, input_fired_time: 0.1040750667, output_fired_time: 0.0000000000, propagate_forward_time: 7.2493247986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729228973
validation[          , genome  6648] predictions:    9728/  10000 (97.28%), best:    9805/10000 (98.05%), error:       888.48132, best error:       646.85083 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 87.9281311035s, input_fired_time: 0.9858383536, output_fired_time: 0.5842196941, propagate_forward_time: 35.6388740540, propagate_backward_time: 48.5975265503, weight_update_time: 0.1109532565, other_time: 2.1216697693
epoch time: 7.7142472267s, input_fired_time: 0.1015330628, output_fired_time: 0.0000000000, propagate_forward_time: 7.2461242676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665900230
validation[          , genome  6648] predictions:    9784/  10000 (97.84%), best:    9805/10000 (98.05%), error:       721.61292, best error:       646.85083 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 87.4686508179s, input_fired_time: 0.9301456809, output_fired_time: 0.5833239555, propagate_forward_time: 35.3052406311, propagate_backward_time: 48.5918388367, weight_update_time: 0.1093117520, other_time: 2.0581054688
epoch time: 7.7654619217s, input_fired_time: 0.0994916558, output_fired_time: 0.0000000000, propagate_forward_time: 7.2944097519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715605736
validation[          , genome  6648] predictions:    9784/  10000 (97.84%), best:    9805/10000 (98.05%), error:       711.88599, best error:       646.85083 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 87.1237792969s, input_fired_time: 0.9227776527, output_fired_time: 0.5661187768, propagate_forward_time: 35.2604675293, propagate_backward_time: 48.3022994995, weight_update_time: 0.1098512635, other_time: 2.0721206665
epoch time: 7.5562853813s, input_fired_time: 0.0984456316, output_fired_time: 0.0000000000, propagate_forward_time: 7.1006884575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571515083
validation[          , genome  6648] predictions:    9739/  10000 (97.39%), best:    9805/10000 (98.05%), error:       845.59393, best error:       646.85083 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 86.7774276733s, input_fired_time: 0.9229214191, output_fired_time: 0.5639348030, propagate_forward_time: 35.2434997559, propagate_backward_time: 47.9804496765, weight_update_time: 0.1091989577, other_time: 2.0666236877
epoch time: 7.4650540352s, input_fired_time: 0.0976341069, output_fired_time: 0.0000000000, propagate_forward_time: 7.0148334503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525862694
validation[          , genome  6648] predictions:    9787/  10000 (97.87%), best:    9805/10000 (98.05%), error:       701.70605, best error:       646.85083 on epoch:    84, 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: 37.8140983582s, input_fired_time: 0.5021020770, output_fired_time: 0.0000000000, propagate_forward_time: 35.4970626831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8149337769
best training[          , genome  6648] predictions:   49777/  50000 (99.55%), best:    9805/10000 (98.05%), error:      1114.19238, best error:       646.85083 on epoch:    84, 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: 7.6772232056s, input_fired_time: 0.0969225317, output_fired_time: 0.0000000000, propagate_forward_time: 7.2270622253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532385826
   testing[          , genome  6648] predictions:    9820/  10000 (98.20%), best:    9805/10000 (98.05%), error:       630.42828, best error:       646.85083 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:07:58 (16341): called boinc_finish(0)

</stderr_txt>
]]>