Nameexact_genome_1512568488_43_4492_0
Workunit2593758
Created7 Dec 2017, 10:12:02 UTC
Sent7 Dec 2017, 10:17:33 UTC
Report deadline12 Dec 2017, 17:48:37 UTC
Received7 Dec 2017, 21:41:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 50 min 37 sec
CPU time2 hours 49 min 35 sec
Validate stateValid
Credit1,328.31
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.31 MB
Peak swap size156.62 MB
Peak disk usage1.57 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
time: 0.0000000000, propagate_forward_time: 6.8809947968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422369003
validation[          , genome  4492] predictions:    9526/  10000 (95.26%), best:    9606/10000 (96.06%), error:      1560.97778, best error:      1335.98926 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 92.3588409424s, input_fired_time: 0.8302324414, output_fired_time: 0.7300935984, propagate_forward_time: 34.8956413269, propagate_backward_time: 53.3309326172, weight_update_time: 0.1295421273, other_time: 2.5719413757
epoch time: 7.4603528976s, input_fired_time: 0.1047057733, output_fired_time: 0.0000000000, propagate_forward_time: 6.8992605209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4563865662
validation[          , genome  4492] predictions:    9503/  10000 (95.03%), best:    9606/10000 (96.06%), error:      1652.76111, best error:      1335.98926 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 92.8160781860s, input_fired_time: 0.8388226032, output_fired_time: 0.7262048125, propagate_forward_time: 35.0741767883, propagate_backward_time: 53.6001358032, weight_update_time: 0.1249803901, other_time: 2.5767402649
epoch time: 7.1749610901s, input_fired_time: 0.0996595770, output_fired_time: 0.0000000000, propagate_forward_time: 6.6331534386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421482086
validation[          , genome  4492] predictions:    9596/  10000 (95.96%), best:    9606/10000 (96.06%), error:      1362.59229, best error:      1335.98926 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 91.9660186768s, input_fired_time: 0.8244070411, output_fired_time: 0.7208664417, propagate_forward_time: 34.7061386108, propagate_backward_time: 53.1236953735, weight_update_time: 0.1257729232, other_time: 2.5909118652
epoch time: 7.5660924911s, input_fired_time: 0.1018260717, output_fired_time: 0.0000000000, propagate_forward_time: 7.0144271851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498391151
validation[          , genome  4492] predictions:    9599/  10000 (95.99%), best:    9606/10000 (96.06%), error:      1350.83557, best error:      1335.98926 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 93.7670974731s, input_fired_time: 0.8268282413, output_fired_time: 0.7435118556, propagate_forward_time: 35.3554954529, propagate_backward_time: 54.1788063049, weight_update_time: 0.1253487021, other_time: 2.6624526978
epoch time: 7.5880804062s, input_fired_time: 0.1062100828, output_fired_time: 0.0000000000, propagate_forward_time: 7.0292091370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526610374
validation[          , genome  4492] predictions:    9567/  10000 (95.67%), best:    9606/10000 (96.06%), error:      1403.55652, best error:      1335.98926 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 92.9662322998s, input_fired_time: 0.8147387505, output_fired_time: 0.7233510017, propagate_forward_time: 35.1270904541, propagate_backward_time: 53.7568206787, weight_update_time: 0.1234691516, other_time: 2.5442352295
epoch time: 7.6002154350s, input_fired_time: 0.1027827710, output_fired_time: 0.0000000000, propagate_forward_time: 7.0406179428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568147659
validation[          , genome  4492] predictions:    9546/  10000 (95.46%), best:    9606/10000 (96.06%), error:      1482.97974, best error:      1335.98926 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 92.1453399658s, input_fired_time: 0.8242037296, output_fired_time: 0.7333786488, propagate_forward_time: 34.7775764465, propagate_backward_time: 53.2162246704, weight_update_time: 0.1275995821, other_time: 2.5939598083
epoch time: 7.7808499336s, input_fired_time: 0.1033164784, output_fired_time: 0.0000000000, propagate_forward_time: 7.2155709267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619626999
validation[          , genome  4492] predictions:    9562/  10000 (95.62%), best:    9606/10000 (96.06%), error:      1431.13525, best error:      1335.98926 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 91.4884719849s, input_fired_time: 0.8196014166, output_fired_time: 0.7338998318, propagate_forward_time: 34.4965362549, propagate_backward_time: 52.8423652649, weight_update_time: 0.1256857216, other_time: 2.5960655212
epoch time: 7.5714430809s, input_fired_time: 0.1075237766, output_fired_time: 0.0000000000, propagate_forward_time: 7.0151925087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487266541
validation[          , genome  4492] predictions:    9635/  10000 (96.35%), best:    9635/10000 (96.35%), error:      1314.64587, best error:      1314.64587 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 93.5552062988s, input_fired_time: 0.8348721862, output_fired_time: 0.7497593760, propagate_forward_time: 35.2599143982, propagate_backward_time: 54.0872077942, weight_update_time: 0.1307037026, other_time: 2.6234588623
epoch time: 7.4226446152s, input_fired_time: 0.1045949608, output_fired_time: 0.0000000000, propagate_forward_time: 6.8458919525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721574783
validation[          , genome  4492] predictions:    9601/  10000 (96.01%), best:    9635/10000 (96.35%), error:      1353.69678, best error:      1314.64587 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 92.2295150757s, input_fired_time: 0.8225578070, output_fired_time: 0.7445726991, propagate_forward_time: 34.7901306152, propagate_backward_time: 53.2925491333, weight_update_time: 0.1251575500, other_time: 2.5797042847
epoch time: 7.6656956673s, input_fired_time: 0.1048067808, output_fired_time: 0.0000000000, propagate_forward_time: 7.1025037766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583849907
validation[          , genome  4492] predictions:    9617/  10000 (96.17%), best:    9635/10000 (96.35%), error:      1350.11902, best error:      1314.64587 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 93.5851287842s, input_fired_time: 0.8502328992, output_fired_time: 0.7390397787, propagate_forward_time: 35.3587188721, propagate_backward_time: 53.9897575378, weight_update_time: 0.1296332628, other_time: 2.6473808289
epoch time: 7.3787202835s, input_fired_time: 0.1009382680, output_fired_time: 0.0000000000, propagate_forward_time: 6.8309645653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468173981
validation[          , genome  4492] predictions:    9595/  10000 (95.95%), best:    9635/10000 (96.35%), error:      1349.03955, best error:      1314.64587 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 92.2798690796s, input_fired_time: 0.8305266500, output_fired_time: 0.7355640531, propagate_forward_time: 34.7636337280, propagate_backward_time: 53.3524436951, weight_update_time: 0.1253954768, other_time: 2.5976982117
epoch time: 7.5022153854s, input_fired_time: 0.1033714712, output_fired_time: 0.0000000000, propagate_forward_time: 6.9486351013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502086639
validation[          , genome  4492] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1267.70422, best error:      1267.70422 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 92.6505050659s, input_fired_time: 0.8367410302, output_fired_time: 0.7319578528, propagate_forward_time: 34.9539527893, propagate_backward_time: 53.5652618408, weight_update_time: 0.1253488958, other_time: 2.5625953674
epoch time: 7.4911031723s, input_fired_time: 0.1050315574, output_fired_time: 0.0000000000, propagate_forward_time: 6.9300780296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559936523
validation[          , genome  4492] predictions:    9591/  10000 (95.91%), best:    9637/10000 (96.37%), error:      1405.07532, best error:      1267.70422 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.5532073975s, input_fired_time: 0.8188194036, output_fired_time: 0.7364191413, propagate_forward_time: 34.9695663452, propagate_backward_time: 53.4636917114, weight_update_time: 0.1253246367, other_time: 2.5647125244
epoch time: 7.5527286530s, input_fired_time: 0.1057054773, output_fired_time: 0.0000000000, propagate_forward_time: 6.9882369041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587864876
validation[          , genome  4492] predictions:    9622/  10000 (96.22%), best:    9637/10000 (96.37%), error:      1295.58044, best error:      1267.70422 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.0900573730s, input_fired_time: 0.8251908422, output_fired_time: 0.7277255058, propagate_forward_time: 34.7309989929, propagate_backward_time: 53.2063293457, weight_update_time: 0.1267206371, other_time: 2.5998191833
epoch time: 7.5238752365s, input_fired_time: 0.1024482995, output_fired_time: 0.0000000000, propagate_forward_time: 6.9648275375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565992355
validation[          , genome  4492] predictions:    9651/  10000 (96.51%), best:    9637/10000 (96.37%), error:      1278.74329, best error:      1267.70422 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 92.0974502563s, input_fired_time: 0.8084111214, output_fired_time: 0.7185734510, propagate_forward_time: 34.7927284241, propagate_backward_time: 53.2056083679, weight_update_time: 0.1233069450, other_time: 2.5721282959
epoch time: 7.6731843948s, input_fired_time: 0.1100562736, output_fired_time: 0.0000000000, propagate_forward_time: 7.0984344482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646935463
validation[          , genome  4492] predictions:    9631/  10000 (96.31%), best:    9637/10000 (96.37%), error:      1309.28516, best error:      1267.70422 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 93.8341522217s, input_fired_time: 0.8401587605, output_fired_time: 0.7439834476, propagate_forward_time: 35.4673233032, propagate_backward_time: 54.1742858887, weight_update_time: 0.1246321127, other_time: 2.6084060669
epoch time: 7.9120931625s, input_fired_time: 0.1110912859, output_fired_time: 0.0000000000, propagate_forward_time: 7.3020100594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989919662
validation[          , genome  4492] predictions:    9615/  10000 (96.15%), best:    9637/10000 (96.37%), error:      1298.12268, best error:      1267.70422 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 92.0483779907s, input_fired_time: 0.8225276470, output_fired_time: 0.7178837061, propagate_forward_time: 34.7666587830, propagate_backward_time: 53.1510543823, weight_update_time: 0.1265266091, other_time: 2.5902595520
epoch time: 7.6989054680s, input_fired_time: 0.1030737907, output_fired_time: 0.0000000000, propagate_forward_time: 7.1402144432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556174278
validation[          , genome  4492] predictions:    9571/  10000 (95.71%), best:    9637/10000 (96.37%), error:      1463.37317, best error:      1267.70422 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 92.6733093262s, input_fired_time: 0.8215800524, output_fired_time: 0.7339463234, propagate_forward_time: 35.0566368103, propagate_backward_time: 53.4500732422, weight_update_time: 0.1258488297, other_time: 2.6110725403
epoch time: 7.5648727417s, input_fired_time: 0.1108176708, output_fired_time: 0.0000000000, propagate_forward_time: 6.9987235069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553313255
validation[          , genome  4492] predictions:    9657/  10000 (96.57%), best:    9657/10000 (96.57%), error:      1196.05688, best error:      1196.05688 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 92.4843902588s, input_fired_time: 0.8259294033, output_fired_time: 0.7214674354, propagate_forward_time: 34.9592208862, propagate_backward_time: 53.4104270935, weight_update_time: 0.1243167371, other_time: 2.5673484802
epoch time: 7.6133122444s, input_fired_time: 0.1043089926, output_fired_time: 0.0000000000, propagate_forward_time: 7.0507583618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582448006
validation[          , genome  4492] predictions:    9622/  10000 (96.22%), best:    9657/10000 (96.57%), error:      1343.28662, best error:      1196.05688 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 92.6194458008s, input_fired_time: 0.8249685168, output_fired_time: 0.7471321225, propagate_forward_time: 34.9836845398, propagate_backward_time: 53.4679946899, weight_update_time: 0.1349289417, other_time: 2.5956687927
epoch time: 7.4758925438s, input_fired_time: 0.1019791737, output_fired_time: 0.0000000000, propagate_forward_time: 6.9252376556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486756325
validation[          , genome  4492] predictions:    9645/  10000 (96.45%), best:    9657/10000 (96.57%), error:      1213.08350, best error:      1196.05688 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 92.1802062988s, input_fired_time: 0.8242005706, output_fired_time: 0.7277460694, propagate_forward_time: 34.7884750366, propagate_backward_time: 53.2579536438, weight_update_time: 0.1270183325, other_time: 2.5818290710
epoch time: 7.7578463554s, input_fired_time: 0.1019260809, output_fired_time: 0.0000000000, propagate_forward_time: 7.1801924706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4757280350
validation[          , genome  4492] predictions:    9602/  10000 (96.02%), best:    9657/10000 (96.57%), error:      1386.87598, best error:      1196.05688 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 92.7156295776s, input_fired_time: 0.8375342488, output_fired_time: 0.7339251041, propagate_forward_time: 34.9588317871, propagate_backward_time: 53.5719108582, weight_update_time: 0.1303785294, other_time: 2.6134300232
epoch time: 7.4236836433s, input_fired_time: 0.1051844656, output_fired_time: 0.0000000000, propagate_forward_time: 6.8645949364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539041519
validation[          , genome  4492] predictions:    9625/  10000 (96.25%), best:    9657/10000 (96.57%), error:      1301.04248, best error:      1196.05688 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 92.9574203491s, input_fired_time: 0.8323098421, output_fired_time: 0.7318845987, propagate_forward_time: 35.1011886597, propagate_backward_time: 53.6923713684, weight_update_time: 0.1252944916, other_time: 2.5996589661
epoch time: 7.5685520172s, input_fired_time: 0.1045057699, output_fired_time: 0.0000000000, propagate_forward_time: 7.0136971474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503493309
validation[          , genome  4492] predictions:    9577/  10000 (95.77%), best:    9657/10000 (96.57%), error:      1422.42529, best error:      1196.05688 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 91.9326629639s, input_fired_time: 0.8196785450, output_fired_time: 0.7208788395, propagate_forward_time: 34.7327690125, propagate_backward_time: 53.1040534973, weight_update_time: 0.1250753254, other_time: 2.5552825928
epoch time: 7.6207551956s, input_fired_time: 0.1041838899, output_fired_time: 0.0000000000, propagate_forward_time: 7.0677270889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488444328
validation[          , genome  4492] predictions:    9660/  10000 (96.60%), best:    9657/10000 (96.57%), error:      1198.75073, best error:      1196.05688 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 92.6018218994s, input_fired_time: 0.8320512772, output_fired_time: 0.7254638076, propagate_forward_time: 34.9085311890, propagate_backward_time: 53.5540580750, weight_update_time: 0.1262851208, other_time: 2.5817146301
epoch time: 7.5066127777s, input_fired_time: 0.1036668792, output_fired_time: 0.0000000000, propagate_forward_time: 6.9501013756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528446198
validation[          , genome  4492] predictions:    9599/  10000 (95.99%), best:    9657/10000 (96.57%), error:      1338.66479, best error:      1196.05688 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 92.4475936890s, input_fired_time: 0.8311731815, output_fired_time: 0.7305569053, propagate_forward_time: 34.9272155762, propagate_backward_time: 53.3315162659, weight_update_time: 0.1258612275, other_time: 2.6271247864
epoch time: 7.4731249809s, input_fired_time: 0.1051249802, output_fired_time: 0.0000000000, propagate_forward_time: 6.9143962860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536037445
validation[          , genome  4492] predictions:    9633/  10000 (96.33%), best:    9657/10000 (96.57%), error:      1262.08887, best error:      1196.05688 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 92.2741851807s, input_fired_time: 0.8274611235, output_fired_time: 0.7277474403, propagate_forward_time: 34.8699455261, propagate_backward_time: 53.2381057739, weight_update_time: 0.1302196831, other_time: 2.6109275818
epoch time: 7.8239545822s, input_fired_time: 0.1160302013, output_fired_time: 0.0000000000, propagate_forward_time: 7.2397742271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681501389
validation[          , genome  4492] predictions:    9603/  10000 (96.03%), best:    9657/10000 (96.57%), error:      1366.97778, best error:      1196.05688 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 93.7633056641s, input_fired_time: 0.8371920586, output_fired_time: 0.7329583764, propagate_forward_time: 35.4090423584, propagate_backward_time: 54.1386413574, weight_update_time: 0.1255141199, other_time: 2.6454772949
epoch time: 7.5531144142s, input_fired_time: 0.1051731706, output_fired_time: 0.0000000000, propagate_forward_time: 6.9873380661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606032372
validation[          , genome  4492] predictions:    9582/  10000 (95.82%), best:    9657/10000 (96.57%), error:      1396.62866, best error:      1196.05688 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 92.1409530640s, input_fired_time: 0.8372743726, output_fired_time: 0.7345042825, propagate_forward_time: 34.7705879211, propagate_backward_time: 53.2214317322, weight_update_time: 0.1256093979, other_time: 2.5771560669
epoch time: 7.5222725868s, input_fired_time: 0.1062128842, output_fired_time: 0.0000000000, propagate_forward_time: 6.9528608322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631986618
validation[          , genome  4492] predictions:    9615/  10000 (96.15%), best:    9657/10000 (96.57%), error:      1285.58252, best error:      1196.05688 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 92.7017440796s, input_fired_time: 0.8269109130, output_fired_time: 0.7254368067, propagate_forward_time: 35.0734367371, propagate_backward_time: 53.5037460327, weight_update_time: 0.1243805587, other_time: 2.5722160339
epoch time: 7.5313444138s, input_fired_time: 0.1067977697, output_fired_time: 0.0000000000, propagate_forward_time: 6.9621968269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623498917
validation[          , genome  4492] predictions:    9528/  10000 (95.28%), best:    9657/10000 (96.57%), error:      1536.49731, best error:      1196.05688 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 92.4951705933s, input_fired_time: 0.8334096074, output_fired_time: 0.7328879237, propagate_forward_time: 34.8677673340, propagate_backward_time: 53.5408821106, weight_update_time: 0.1239897385, other_time: 2.5202217102
epoch time: 7.5855736732s, input_fired_time: 0.1040200070, output_fired_time: 0.0000000000, propagate_forward_time: 7.0173153877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642381668
validation[          , genome  4492] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1177.45410, best error:      1177.45410 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 91.7471084595s, input_fired_time: 0.8271849155, output_fired_time: 0.7223249674, propagate_forward_time: 34.6046676636, propagate_backward_time: 52.9916954041, weight_update_time: 0.1254631877, other_time: 2.6012306213
epoch time: 7.3636088371s, input_fired_time: 0.1013457775, output_fired_time: 0.0000000000, propagate_forward_time: 6.8207044601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415588379
validation[          , genome  4492] predictions:    9049/  10000 (90.49%), best:    9647/10000 (96.47%), error:      3279.39697, best error:      1177.45410 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

resetting weights to those on epoch: 45
epoch time: 91.8000869751s, input_fired_time: 0.8317388296, output_fired_time: 0.7232965231, propagate_forward_time: 34.6859245300, propagate_backward_time: 52.9527053833, weight_update_time: 0.1254639328, other_time: 2.6064186096
epoch time: 7.6590099335s, input_fired_time: 0.1074574664, output_fired_time: 0.0000000000, propagate_forward_time: 7.0737648010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777874947
validation[          , genome  4492] predictions:    9648/  10000 (96.48%), best:    9647/10000 (96.47%), error:      1247.39893, best error:      1177.45410 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 93.6034545898s, input_fired_time: 0.8309676647, output_fired_time: 0.7311476469, propagate_forward_time: 35.2983436584, propagate_backward_time: 54.1218299866, weight_update_time: 0.1354981661, other_time: 2.6211624146
epoch time: 7.4748578072s, input_fired_time: 0.1058520675, output_fired_time: 0.0000000000, propagate_forward_time: 6.9141383171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548673630
validation[          , genome  4492] predictions:    9638/  10000 (96.38%), best:    9647/10000 (96.47%), error:      1203.97229, best error:      1177.45410 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 92.2798538208s, input_fired_time: 0.8182040453, output_fired_time: 0.7371553779, propagate_forward_time: 34.8241081238, propagate_backward_time: 53.3263854980, weight_update_time: 0.1247716174, other_time: 2.5740013123
epoch time: 7.3413152695s, input_fired_time: 0.1034608632, output_fired_time: 0.0000000000, propagate_forward_time: 6.7919163704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459381104
validation[          , genome  4492] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1171.43384, best error:      1171.43384 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 92.4545440674s, input_fired_time: 0.8288479447, output_fired_time: 0.7529859543, propagate_forward_time: 34.9119338989, propagate_backward_time: 53.4074707031, weight_update_time: 0.1248875037, other_time: 2.5533065796
epoch time: 7.6769452095s, input_fired_time: 0.1052825898, output_fired_time: 0.0000000000, propagate_forward_time: 7.1065759659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650864601
validation[          , genome  4492] predictions:    9616/  10000 (96.16%), best:    9655/10000 (96.55%), error:      1270.74084, best error:      1171.43384 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 92.6442718506s, input_fired_time: 0.8312223554, output_fired_time: 0.7342025042, propagate_forward_time: 34.9650192261, propagate_backward_time: 53.5415191650, weight_update_time: 0.1259637624, other_time: 2.5723114014
epoch time: 7.5061054230s, input_fired_time: 0.1036950648, output_fired_time: 0.0000000000, propagate_forward_time: 6.9382386208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641718864
validation[          , genome  4492] predictions:    9645/  10000 (96.45%), best:    9655/10000 (96.55%), error:      1199.10999, best error:      1171.43384 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.4956741333s, input_fired_time: 0.8301049471, output_fired_time: 0.7279085517, propagate_forward_time: 34.8587760925, propagate_backward_time: 53.4952392578, weight_update_time: 0.1257316172, other_time: 2.5836448669
epoch time: 7.4506769180s, input_fired_time: 0.1064187884, output_fired_time: 0.0000000000, propagate_forward_time: 6.8892874718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549708366
validation[          , genome  4492] predictions:    9652/  10000 (96.52%), best:    9655/10000 (96.55%), error:      1201.43665, best error:      1171.43384 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 92.8736648560s, input_fired_time: 0.8248471618, output_fired_time: 0.7336120605, propagate_forward_time: 35.1292495728, propagate_backward_time: 53.6044769287, weight_update_time: 0.1245300323, other_time: 2.5814819336
epoch time: 7.7921376228s, input_fired_time: 0.1047080904, output_fired_time: 0.0000000000, propagate_forward_time: 7.1983280182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891014099
validation[          , genome  4492] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1140.75708, best error:      1140.75708 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 93.4923934937s, input_fired_time: 0.8505464792, output_fired_time: 0.7334758639, propagate_forward_time: 35.3386535645, propagate_backward_time: 53.9340591431, weight_update_time: 0.1255471855, other_time: 2.6356582642
epoch time: 7.5382580757s, input_fired_time: 0.1053997725, output_fired_time: 0.0000000000, propagate_forward_time: 6.9741673470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586911201
validation[          , genome  4492] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1129.75684, best error:      1129.75684 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 92.7016677856s, input_fired_time: 0.8281759024, output_fired_time: 0.7330288887, propagate_forward_time: 35.0633430481, propagate_backward_time: 53.5553436279, weight_update_time: 0.1238674149, other_time: 2.5217704773
epoch time: 7.4365701675s, input_fired_time: 0.1028201804, output_fired_time: 0.0000000000, propagate_forward_time: 6.8889546394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447951317
validation[          , genome  4492] predictions:    9654/  10000 (96.54%), best:    9669/10000 (96.69%), error:      1176.32849, best error:      1129.75684 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 91.6368255615s, input_fired_time: 0.8359495997, output_fired_time: 0.7323275805, propagate_forward_time: 34.5260200500, propagate_backward_time: 52.9556465149, weight_update_time: 0.1258526444, other_time: 2.5868759155
epoch time: 7.4828605652s, input_fired_time: 0.1059293821, output_fired_time: 0.0000000000, propagate_forward_time: 6.9192595482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576716423
validation[          , genome  4492] predictions:    9642/  10000 (96.42%), best:    9669/10000 (96.69%), error:      1221.21875, best error:      1129.75684 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 92.4961700439s, input_fired_time: 0.8387029767, output_fired_time: 0.7379895449, propagate_forward_time: 34.9622001648, propagate_backward_time: 53.3473014832, weight_update_time: 0.1305955201, other_time: 2.6099777222
epoch time: 7.7020745277s, input_fired_time: 0.1100831702, output_fired_time: 0.0000000000, propagate_forward_time: 7.1154961586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764952660
validation[          , genome  4492] predictions:    9655/  10000 (96.55%), best:    9669/10000 (96.69%), error:      1176.66199, best error:      1129.75684 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 92.5851135254s, input_fired_time: 0.8296822309, output_fired_time: 0.7271406054, propagate_forward_time: 34.8596382141, propagate_backward_time: 53.5725173950, weight_update_time: 0.1260510981, other_time: 2.5961341858
epoch time: 7.5580844879s, input_fired_time: 0.1035902724, output_fired_time: 0.0000000000, propagate_forward_time: 6.9957194328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587745667
validation[          , genome  4492] predictions:    9627/  10000 (96.27%), best:    9669/10000 (96.69%), error:      1272.19507, best error:      1129.75684 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 93.0238571167s, input_fired_time: 0.8458934426, output_fired_time: 0.7419655323, propagate_forward_time: 35.0210151672, propagate_backward_time: 53.8147735596, weight_update_time: 0.1314257830, other_time: 2.6002082825
epoch time: 7.6882143021s, input_fired_time: 0.1099824160, output_fired_time: 0.0000000000, propagate_forward_time: 7.1155405045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4626913071
validation[          , genome  4492] predictions:    9606/  10000 (96.06%), best:    9669/10000 (96.69%), error:      1298.63806, best error:      1129.75684 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 94.3444519043s, input_fired_time: 0.8444577456, output_fired_time: 0.7554672360, propagate_forward_time: 35.5889472961, propagate_backward_time: 54.5227432251, weight_update_time: 0.1248535812, other_time: 2.6328315735
epoch time: 7.5746159554s, input_fired_time: 0.1051097810, output_fired_time: 0.0000000000, propagate_forward_time: 7.0012779236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682283401
validation[          , genome  4492] predictions:    9605/  10000 (96.05%), best:    9669/10000 (96.69%), error:      1365.25110, best error:      1129.75684 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 92.3739547729s, input_fired_time: 0.8267939687, output_fired_time: 0.7309480309, propagate_forward_time: 34.9277000427, propagate_backward_time: 53.2504310608, weight_update_time: 0.1436571628, other_time: 2.6380767822
epoch time: 7.4897623062s, input_fired_time: 0.1063621864, output_fired_time: 0.0000000000, propagate_forward_time: 6.9264974594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569025040
validation[          , genome  4492] predictions:    9630/  10000 (96.30%), best:    9669/10000 (96.69%), error:      1271.59485, best error:      1129.75684 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 91.9728622437s, input_fired_time: 0.8422001600, output_fired_time: 0.7274495363, propagate_forward_time: 34.7287483215, propagate_backward_time: 53.0652198792, weight_update_time: 0.1261377931, other_time: 2.6092453003
epoch time: 7.5124402046s, input_fired_time: 0.1071232781, output_fired_time: 0.0000000000, propagate_forward_time: 6.9486265182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566903114
validation[          , genome  4492] predictions:    9662/  10000 (96.62%), best:    9669/10000 (96.69%), error:      1183.12573, best error:      1129.75684 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 92.3952407837s, input_fired_time: 0.8333226442, output_fired_time: 0.7279147506, propagate_forward_time: 34.8717689514, propagate_backward_time: 53.3527984619, weight_update_time: 0.1327820271, other_time: 2.6094398499
epoch time: 7.5340795517s, input_fired_time: 0.1040348858, output_fired_time: 0.0000000000, propagate_forward_time: 6.9804735184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495711327
validation[          , genome  4492] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1122.24866, best error:      1122.24866 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.4055252075s, input_fired_time: 0.8466927409, output_fired_time: 0.7270197272, propagate_forward_time: 34.8989181519, propagate_backward_time: 53.3268585205, weight_update_time: 0.1261171103, other_time: 2.6060333252
epoch time: 7.5017671585s, input_fired_time: 0.1077603921, output_fired_time: 0.0000000000, propagate_forward_time: 6.9370956421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569110870
validation[          , genome  4492] predictions:    9626/  10000 (96.26%), best:    9686/10000 (96.86%), error:      1263.73401, best error:      1122.24866 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 93.2428817749s, input_fired_time: 0.8283591866, output_fired_time: 0.7329530716, propagate_forward_time: 35.1828536987, propagate_backward_time: 53.9373626709, weight_update_time: 0.1281258166, other_time: 2.5613479614
epoch time: 7.6522994041s, input_fired_time: 0.1073831916, output_fired_time: 0.0000000000, propagate_forward_time: 7.0778326988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670834541
validation[          , genome  4492] predictions:    9662/  10000 (96.62%), best:    9686/10000 (96.86%), error:      1147.66528, best error:      1122.24866 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 92.4166946411s, input_fired_time: 0.8257544637, output_fired_time: 0.7205878496, propagate_forward_time: 34.8255081177, propagate_backward_time: 53.4092712402, weight_update_time: 0.1294085532, other_time: 2.6355743408
epoch time: 7.5851187706s, input_fired_time: 0.1052595749, output_fired_time: 0.0000000000, propagate_forward_time: 7.0174798965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623794556
validation[          , genome  4492] predictions:    9607/  10000 (96.07%), best:    9686/10000 (96.86%), error:      1358.24854, best error:      1122.24866 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 92.1141662598s, input_fired_time: 0.8438963294, output_fired_time: 0.7320282459, propagate_forward_time: 34.7682228088, propagate_backward_time: 53.1413459778, weight_update_time: 0.1270488501, other_time: 2.6286773682
epoch time: 7.7448000908s, input_fired_time: 0.1143781170, output_fired_time: 0.0000000000, propagate_forward_time: 7.1391310692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4912910461
validation[          , genome  4492] predictions:    9672/  10000 (96.72%), best:    9686/10000 (96.86%), error:      1122.30151, best error:      1122.24866 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 92.0735778809s, input_fired_time: 0.8367977142, output_fired_time: 0.7227075100, propagate_forward_time: 34.7211456299, propagate_backward_time: 53.2058639526, weight_update_time: 0.1267059296, other_time: 2.5870590210
epoch time: 7.6500053406s, input_fired_time: 0.1119230837, output_fired_time: 0.0000000000, propagate_forward_time: 7.0715570450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665250778
validation[          , genome  4492] predictions:    9618/  10000 (96.18%), best:    9686/10000 (96.86%), error:      1277.18311, best error:      1122.24866 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 92.5160140991s, input_fired_time: 0.8298767805, output_fired_time: 0.7438037992, propagate_forward_time: 34.8966217041, propagate_backward_time: 53.4707717896, weight_update_time: 0.1297038049, other_time: 2.5749359131
epoch time: 7.5080423355s, input_fired_time: 0.1082100794, output_fired_time: 0.0000000000, propagate_forward_time: 6.9411282539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587039948
validation[          , genome  4492] predictions:    9634/  10000 (96.34%), best:    9686/10000 (96.86%), error:      1203.54932, best error:      1122.24866 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 92.7029571533s, input_fired_time: 0.8336331248, output_fired_time: 0.7264489532, propagate_forward_time: 34.9812850952, propagate_backward_time: 53.6053657532, weight_update_time: 0.1240196154, other_time: 2.5562248230
epoch time: 7.6081585884s, input_fired_time: 0.1114739850, output_fired_time: 0.0000000000, propagate_forward_time: 7.0283951759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682893753
validation[          , genome  4492] predictions:    9624/  10000 (96.24%), best:    9686/10000 (96.86%), error:      1231.64685, best error:      1122.24866 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 91.9901580811s, input_fired_time: 0.8459240198, output_fired_time: 0.7304830551, propagate_forward_time: 34.6979255676, propagate_backward_time: 53.0663528442, weight_update_time: 0.1303599626, other_time: 2.6494712830
epoch time: 7.7167706490s, input_fired_time: 0.1104905754, output_fired_time: 0.0000000000, propagate_forward_time: 7.1355137825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707660675
validation[          , genome  4492] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1116.73108, best error:      1116.73108 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 92.7737960815s, input_fired_time: 0.8408861160, output_fired_time: 0.7320728302, propagate_forward_time: 34.9912605286, propagate_backward_time: 53.6237487793, weight_update_time: 0.1252364069, other_time: 2.5858268738
epoch time: 7.6652007103s, input_fired_time: 0.1059447974, output_fired_time: 0.0000000000, propagate_forward_time: 7.0977969170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614591599
validation[          , genome  4492] predictions:    9666/  10000 (96.66%), best:    9658/10000 (96.58%), error:      1125.91296, best error:      1116.73108 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 93.1966018677s, input_fired_time: 0.8467344046, output_fired_time: 0.7357112169, propagate_forward_time: 35.2404518127, propagate_backward_time: 53.8464622498, weight_update_time: 0.1292649359, other_time: 2.5272445679
epoch time: 7.4656734467s, input_fired_time: 0.1053130925, output_fired_time: 0.0000000000, propagate_forward_time: 6.9178247452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425354004
validation[          , genome  4492] predictions:    9657/  10000 (96.57%), best:    9658/10000 (96.58%), error:      1151.49268, best error:      1116.73108 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 92.3418045044s, input_fired_time: 0.8494393826, output_fired_time: 0.7326903939, propagate_forward_time: 34.8407096863, propagate_backward_time: 53.3449821472, weight_update_time: 0.1262268871, other_time: 2.5739822388
epoch time: 7.5303168297s, input_fired_time: 0.1051386744, output_fired_time: 0.0000000000, propagate_forward_time: 6.9734005928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517774582
validation[          , genome  4492] predictions:    9649/  10000 (96.49%), best:    9658/10000 (96.58%), error:      1165.13135, best error:      1116.73108 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 92.9755096436s, input_fired_time: 0.8312663436, output_fired_time: 0.7346163392, propagate_forward_time: 35.0682830811, propagate_backward_time: 53.7564620972, weight_update_time: 0.1271031052, other_time: 2.5848770142
epoch time: 7.5423402786s, input_fired_time: 0.1093978137, output_fired_time: 0.0000000000, propagate_forward_time: 6.9743456841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585967064
validation[          , genome  4492] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1064.11621, best error:      1064.11621 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 92.3891830444s, input_fired_time: 0.8434209228, output_fired_time: 0.7231746316, propagate_forward_time: 34.9069366455, propagate_backward_time: 53.3080596924, weight_update_time: 0.1261006147, other_time: 2.6075897217
epoch time: 7.4845838547s, input_fired_time: 0.1095149517, output_fired_time: 0.0000000000, propagate_forward_time: 6.9244813919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505872726
validation[          , genome  4492] predictions:    9686/  10000 (96.86%), best:    9688/10000 (96.88%), error:      1105.60364, best error:      1064.11621 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 92.4545059204s, input_fired_time: 0.8415947556, output_fired_time: 0.7328279018, propagate_forward_time: 34.8314018250, propagate_backward_time: 53.4453849792, weight_update_time: 0.1308516711, other_time: 2.6032943726
epoch time: 7.8225731850s, input_fired_time: 0.1190890819, output_fired_time: 0.0000000000, propagate_forward_time: 7.2235860825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4798979759
validation[          , genome  4492] predictions:    9649/  10000 (96.49%), best:    9688/10000 (96.88%), error:      1179.41345, best error:      1064.11621 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 93.5958404541s, input_fired_time: 0.8430591822, output_fired_time: 0.7337808609, propagate_forward_time: 35.2566223145, propagate_backward_time: 54.1694030762, weight_update_time: 0.1245223507, other_time: 2.5929794312
epoch time: 7.6447005272s, input_fired_time: 0.1056748852, output_fired_time: 0.0000000000, propagate_forward_time: 7.0724496841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665760994
validation[          , genome  4492] predictions:    9639/  10000 (96.39%), best:    9688/10000 (96.88%), error:      1183.74841, best error:      1064.11621 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 91.8403472900s, input_fired_time: 0.8522269130, output_fired_time: 0.7221584916, propagate_forward_time: 34.6746292114, propagate_backward_time: 52.9957771301, weight_update_time: 0.1278781742, other_time: 2.5955543518
epoch time: 7.5177698135s, input_fired_time: 0.1050757691, output_fired_time: 0.0000000000, propagate_forward_time: 6.9655828476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471111298
validation[          , genome  4492] predictions:    9620/  10000 (96.20%), best:    9688/10000 (96.88%), error:      1331.63074, best error:      1064.11621 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 92.0963973999s, input_fired_time: 0.8385021091, output_fired_time: 0.7203078270, propagate_forward_time: 34.7981491089, propagate_backward_time: 53.1699638367, weight_update_time: 0.1247761101, other_time: 2.5694770813
epoch time: 7.4895181656s, input_fired_time: 0.1101614907, output_fired_time: 0.0000000000, propagate_forward_time: 6.9344782829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4448785782
validation[          , genome  4492] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1102.33777, best error:      1064.11621 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 92.9063110352s, input_fired_time: 0.8399544358, output_fired_time: 0.7250671983, propagate_forward_time: 34.9049568176, propagate_backward_time: 53.8123817444, weight_update_time: 0.1316744685, other_time: 2.6239471436
epoch time: 7.5048007965s, input_fired_time: 0.1085712761, output_fired_time: 0.0000000000, propagate_forward_time: 6.9397258759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565038681
validation[          , genome  4492] predictions:    9655/  10000 (96.55%), best:    9688/10000 (96.88%), error:      1192.29248, best error:      1064.11621 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 92.4503631592s, input_fired_time: 0.8370482326, output_fired_time: 0.7238304019, propagate_forward_time: 34.9178009033, propagate_backward_time: 53.4240303040, weight_update_time: 0.1247224212, other_time: 2.5476493835
epoch time: 7.6321587563s, input_fired_time: 0.1084481552, output_fired_time: 0.0000000000, propagate_forward_time: 7.0696191788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540915489
validation[          , genome  4492] predictions:    9683/  10000 (96.83%), best:    9688/10000 (96.88%), error:      1099.53723, best error:      1064.11621 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 92.2843017578s, input_fired_time: 0.8471190929, output_fired_time: 0.7330359221, propagate_forward_time: 34.8383636475, propagate_backward_time: 53.2488632202, weight_update_time: 0.1272401065, other_time: 2.6169204712
epoch time: 7.7162485123s, input_fired_time: 0.1136876643, output_fired_time: 0.0000000000, propagate_forward_time: 7.1436939240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588670731
validation[          , genome  4492] predictions:    9642/  10000 (96.42%), best:    9688/10000 (96.88%), error:      1196.78296, best error:      1064.11621 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 93.7373580933s, input_fired_time: 0.8436199427, output_fired_time: 0.7351613045, propagate_forward_time: 35.3719367981, propagate_backward_time: 54.1423263550, weight_update_time: 0.1307383031, other_time: 2.6443138123
epoch time: 7.6423392296s, input_fired_time: 0.1058568954, output_fired_time: 0.0000000000, propagate_forward_time: 7.0863542557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501280785
validation[          , genome  4492] predictions:    9647/  10000 (96.47%), best:    9688/10000 (96.88%), error:      1124.74695, best error:      1064.11621 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 92.4018707275s, input_fired_time: 0.8246526718, output_fired_time: 0.7277451158, propagate_forward_time: 34.9119758606, propagate_backward_time: 53.4212036133, weight_update_time: 0.1244309396, other_time: 2.5162925720
epoch time: 7.4703431129s, input_fired_time: 0.1072966978, output_fired_time: 0.0000000000, propagate_forward_time: 6.9053339958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577126503
validation[          , genome  4492] predictions:    9675/  10000 (96.75%), best:    9688/10000 (96.88%), error:      1103.31140, best error:      1064.11621 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 92.9210205078s, input_fired_time: 0.8457158208, output_fired_time: 0.7421008945, propagate_forward_time: 35.0271263123, propagate_backward_time: 53.6872520447, weight_update_time: 0.1263705343, other_time: 2.6188201904
epoch time: 7.5875635147s, input_fired_time: 0.1060605720, output_fired_time: 0.0000000000, propagate_forward_time: 7.0281648636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533381462
validation[          , genome  4492] predictions:    9659/  10000 (96.59%), best:    9688/10000 (96.88%), error:      1133.86145, best error:      1064.11621 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 92.0048675537s, input_fired_time: 0.8507261872, output_fired_time: 0.7314214110, propagate_forward_time: 34.7621879578, propagate_backward_time: 53.0719718933, weight_update_time: 0.1257391572, other_time: 2.5885620117
epoch time: 7.6029167175s, input_fired_time: 0.1086082608, output_fired_time: 0.0000000000, propagate_forward_time: 7.0361270905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581813812
validation[          , genome  4492] predictions:    9656/  10000 (96.56%), best:    9688/10000 (96.88%), error:      1152.43164, best error:      1064.11621 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 91.9653549194s, input_fired_time: 0.8460091949, output_fired_time: 0.7345951796, propagate_forward_time: 34.7285270691, propagate_backward_time: 53.0557785034, weight_update_time: 0.1279130131, other_time: 2.6004447937
epoch time: 7.6774029732s, input_fired_time: 0.1063386798, output_fired_time: 0.0000000000, propagate_forward_time: 7.1059017181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651627541
validation[          , genome  4492] predictions:    9663/  10000 (96.63%), best:    9688/10000 (96.88%), error:      1159.50720, best error:      1064.11621 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 92.9115600586s, input_fired_time: 0.8483525515, output_fired_time: 0.7449184060, propagate_forward_time: 35.0822105408, propagate_backward_time: 53.6342620850, weight_update_time: 0.1246963963, other_time: 2.6018180847
epoch time: 7.7394924164s, input_fired_time: 0.1063667685, output_fired_time: 0.0000000000, propagate_forward_time: 7.1570148468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761109352
validation[          , genome  4492] predictions:    9676/  10000 (96.76%), best:    9688/10000 (96.88%), error:      1101.24414, best error:      1064.11621 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 93.0693893433s, input_fired_time: 0.8456575871, output_fired_time: 0.7335787416, propagate_forward_time: 35.1956901550, propagate_backward_time: 53.7296409607, weight_update_time: 0.1241469309, other_time: 2.5648193359
epoch time: 7.4806261063s, input_fired_time: 0.1052029952, output_fired_time: 0.0000000000, propagate_forward_time: 6.9260158539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494071007
validation[          , genome  4492] predictions:    9672/  10000 (96.72%), best:    9688/10000 (96.88%), error:      1121.11426, best error:      1064.11621 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.5783538818s, input_fired_time: 0.8371540308, output_fired_time: 0.7317964435, propagate_forward_time: 34.9869575500, propagate_backward_time: 53.4832839966, weight_update_time: 0.1247698888, other_time: 2.5391654968
epoch time: 7.4241857529s, input_fired_time: 0.1066133603, output_fired_time: 0.0000000000, propagate_forward_time: 6.8573904037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601821899
validation[          , genome  4492] predictions:    9674/  10000 (96.74%), best:    9688/10000 (96.88%), error:      1130.78540, best error:      1064.11621 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 92.6973648071s, input_fired_time: 0.8444207907, output_fired_time: 0.7340822220, propagate_forward_time: 35.0365447998, propagate_backward_time: 53.5085792542, weight_update_time: 0.1247975975, other_time: 2.5737342834
epoch time: 7.7299914360s, input_fired_time: 0.1078624651, output_fired_time: 0.0000000000, propagate_forward_time: 7.1341447830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4879841805
validation[          , genome  4492] predictions:    9674/  10000 (96.74%), best:    9688/10000 (96.88%), error:      1120.78918, best error:      1064.11621 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 92.4717025757s, input_fired_time: 0.8447378874, output_fired_time: 0.7296101451, propagate_forward_time: 34.9649162292, propagate_backward_time: 53.3561630249, weight_update_time: 0.1247063205, other_time: 2.5762825012
epoch time: 7.6993494034s, input_fired_time: 0.1080657840, output_fired_time: 0.0000000000, propagate_forward_time: 7.1319975853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592862129
validation[          , genome  4492] predictions:    9617/  10000 (96.17%), best:    9688/10000 (96.88%), error:      1274.31396, best error:      1064.11621 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 92.8737945557s, input_fired_time: 0.8635159731, output_fired_time: 0.7358735204, propagate_forward_time: 34.9600944519, propagate_backward_time: 53.7207183838, weight_update_time: 0.1254209131, other_time: 2.5935935974
epoch time: 7.6812667847s, input_fired_time: 0.1071750671, output_fired_time: 0.0000000000, propagate_forward_time: 7.1235232353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505686760
validation[          , genome  4492] predictions:    9660/  10000 (96.60%), best:    9688/10000 (96.88%), error:      1130.33118, best error:      1064.11621 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 92.9714965820s, input_fired_time: 0.8451964259, output_fired_time: 0.7333428264, propagate_forward_time: 35.0567741394, propagate_backward_time: 53.6988754272, weight_update_time: 0.1263153404, other_time: 2.6373023987
epoch time: 7.5445966721s, input_fired_time: 0.1090912670, output_fired_time: 0.0000000000, propagate_forward_time: 6.9720139503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634914398
validation[          , genome  4492] predictions:    9664/  10000 (96.64%), best:    9688/10000 (96.88%), error:      1138.70728, best error:      1064.11621 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 92.8078002930s, input_fired_time: 0.8323208690, output_fired_time: 0.7316069007, propagate_forward_time: 34.9886779785, propagate_backward_time: 53.6567497253, weight_update_time: 0.1343576610, other_time: 2.5984458923
epoch time: 7.5136461258s, input_fired_time: 0.1066628918, output_fired_time: 0.0000000000, propagate_forward_time: 6.9577093124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492740631
validation[          , genome  4492] predictions:    9666/  10000 (96.66%), best:    9688/10000 (96.88%), error:      1106.17737, best error:      1064.11621 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 92.1935653687s, input_fired_time: 0.8505034447, output_fired_time: 0.7288808227, propagate_forward_time: 34.8555068970, propagate_backward_time: 53.1893119812, weight_update_time: 0.1251280308, other_time: 2.5693626404
epoch time: 7.6751546860s, input_fired_time: 0.1078021601, output_fired_time: 0.0000000000, propagate_forward_time: 7.1180868149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492654800
validation[          , genome  4492] predictions:    9672/  10000 (96.72%), best:    9688/10000 (96.88%), error:      1141.38147, best error:      1064.11621 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 92.7060165405s, input_fired_time: 0.8491330147, output_fired_time: 0.7425266504, propagate_forward_time: 34.9661064148, propagate_backward_time: 53.5463790894, weight_update_time: 0.1350462288, other_time: 2.6018714905
epoch time: 7.5192685127s, input_fired_time: 0.1059552655, output_fired_time: 0.0000000000, propagate_forward_time: 6.9665565491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467568398
validation[          , genome  4492] predictions:    9627/  10000 (96.27%), best:    9688/10000 (96.88%), error:      1219.41895, best error:      1064.11621 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 92.7321166992s, input_fired_time: 0.8566374183, output_fired_time: 0.7465610504, propagate_forward_time: 35.0222015381, propagate_backward_time: 53.5618896484, weight_update_time: 0.1248815134, other_time: 2.5448303223
epoch time: 7.5789432526s, input_fired_time: 0.1077407822, output_fired_time: 0.0000000000, propagate_forward_time: 7.0180387497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531636238
validation[          , genome  4492] predictions:    9647/  10000 (96.47%), best:    9688/10000 (96.88%), error:      1149.87964, best error:      1064.11621 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 92.6316452026s, input_fired_time: 0.8637929559, output_fired_time: 0.7377303839, propagate_forward_time: 34.8807830811, propagate_backward_time: 53.5730857849, weight_update_time: 0.1279495209, other_time: 2.5762519836
epoch time: 7.5399556160s, input_fired_time: 0.1064751819, output_fired_time: 0.0000000000, propagate_forward_time: 6.9765100479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569702148
validation[          , genome  4492] predictions:    9671/  10000 (96.71%), best:    9688/10000 (96.88%), error:      1103.64124, best error:      1064.11621 on epoch:    75, 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: 37.8595962524s, input_fired_time: 0.5430078506, output_fired_time: 0.0000000000, propagate_forward_time: 34.8864974976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4300918579
best training[          , genome  4492] predictions:   49099/  50000 (98.20%), best:    9688/10000 (96.88%), error:      3223.09692, best error:      1064.11621 on epoch:    75, 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: 7.8660521507s, input_fired_time: 0.1093527824, output_fired_time: 0.0000000000, propagate_forward_time: 7.2826852798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740142822
   testing[          , genome  4492] predictions:    9698/  10000 (96.98%), best:    9688/10000 (96.88%), error:      1022.28735, best error:      1064.11621 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:16:23 (4892): called boinc_finish(0)

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