Nameexact_genome_1512568488_41_5598_1
Workunit2599230
Created7 Dec 2017, 15:31:26 UTC
Sent7 Dec 2017, 15:36:01 UTC
Report deadline13 Dec 2017, 9:12:24 UTC
Received8 Dec 2017, 22:56:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time2 hours 51 min 7 sec
CPU time2 hours 51 min 4 sec
Validate stateValid
Credit1,433.40
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.83 MB
Peak swap size153.29 MB
Peak disk usage1.57 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1670393348, output_fired_time: 0.0000000000, propagate_forward_time: 6.9444508553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957356453
validation[          , genome  5598] predictions:    9574/  10000 (95.74%), best:    9629/10000 (96.29%), error:      1372.39380, best error:      1254.50061 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 93.6418457031s, input_fired_time: 1.3445549011, output_fired_time: 1.2231105566, propagate_forward_time: 34.9894332886, propagate_backward_time: 53.3377342224, weight_update_time: 0.1266363263, other_time: 2.7470054626
epoch time: 7.5468854904s, input_fired_time: 0.1678056568, output_fired_time: 0.0000000000, propagate_forward_time: 6.8835458755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955339432
validation[          , genome  5598] predictions:    9604/  10000 (96.04%), best:    9629/10000 (96.29%), error:      1353.05981, best error:      1254.50061 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 93.4541931152s, input_fired_time: 1.3392806053, output_fired_time: 1.2128417492, propagate_forward_time: 35.0135688782, propagate_backward_time: 53.1575813293, weight_update_time: 0.1257212758, other_time: 2.7309188843
epoch time: 7.6221046448s, input_fired_time: 0.1680504382, output_fired_time: 0.0000000000, propagate_forward_time: 6.9570794106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969749451
validation[          , genome  5598] predictions:    9631/  10000 (96.31%), best:    9631/10000 (96.31%), error:      1245.15710, best error:      1245.15710 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 93.6692886353s, input_fired_time: 1.3531795740, output_fired_time: 1.2292342186, propagate_forward_time: 34.9483375549, propagate_backward_time: 53.3829803467, weight_update_time: 0.1275383383, other_time: 2.7555580139
epoch time: 7.5416827202s, input_fired_time: 0.1725850552, output_fired_time: 0.0000000000, propagate_forward_time: 6.8738985062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951992035
validation[          , genome  5598] predictions:    9595/  10000 (95.95%), best:    9631/10000 (96.31%), error:      1355.98181, best error:      1245.15710 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 93.7246246338s, input_fired_time: 1.3534344435, output_fired_time: 1.2312352657, propagate_forward_time: 35.0145111084, propagate_backward_time: 53.3684196472, weight_update_time: 0.1278822273, other_time: 2.7570304871
epoch time: 7.6042933464s, input_fired_time: 0.1688880920, output_fired_time: 0.0000000000, propagate_forward_time: 6.9384098053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969954491
validation[          , genome  5598] predictions:    9579/  10000 (95.79%), best:    9631/10000 (96.31%), error:      1405.71265, best error:      1245.15710 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 93.0353546143s, input_fired_time: 1.3381768465, output_fired_time: 1.2143954039, propagate_forward_time: 34.7849311829, propagate_backward_time: 53.0143852234, weight_update_time: 0.1254650801, other_time: 2.6834640503
epoch time: 7.6432909966s, input_fired_time: 0.1666565686, output_fired_time: 0.0000000000, propagate_forward_time: 6.9917359352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848985672
validation[          , genome  5598] predictions:    9614/  10000 (96.14%), best:    9631/10000 (96.31%), error:      1303.77722, best error:      1245.15710 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 93.6386260986s, input_fired_time: 1.3432413340, output_fired_time: 1.2220306396, propagate_forward_time: 35.0714263916, propagate_backward_time: 53.3221359253, weight_update_time: 0.1249298155, other_time: 2.6797943115
epoch time: 7.6983518600s, input_fired_time: 0.1663678885, output_fired_time: 0.0000000000, propagate_forward_time: 7.0435423851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884414673
validation[          , genome  5598] predictions:    9590/  10000 (95.90%), best:    9631/10000 (96.31%), error:      1383.76245, best error:      1245.15710 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 93.3182678223s, input_fired_time: 1.3541704416, output_fired_time: 1.2225252390, propagate_forward_time: 34.8819274902, propagate_backward_time: 53.1134986877, weight_update_time: 0.1267977208, other_time: 2.7461433411
epoch time: 7.6980142593s, input_fired_time: 0.1702144146, output_fired_time: 0.0000000000, propagate_forward_time: 7.0321369171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956626892
validation[          , genome  5598] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1243.60144, best error:      1243.60144 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 93.7582015991s, input_fired_time: 1.3368004560, output_fired_time: 1.2315402031, propagate_forward_time: 35.0982513428, propagate_backward_time: 53.4231758118, weight_update_time: 0.1260223985, other_time: 2.6684379578
epoch time: 7.6346850395s, input_fired_time: 0.1688919067, output_fired_time: 0.0000000000, propagate_forward_time: 6.9798130989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859800339
validation[          , genome  5598] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1222.16650, best error:      1222.16650 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 93.7523040771s, input_fired_time: 1.3469500542, output_fired_time: 1.2306110859, propagate_forward_time: 35.0350875854, propagate_backward_time: 53.4594573975, weight_update_time: 0.1268365681, other_time: 2.6801986694
epoch time: 7.6963367462s, input_fired_time: 0.1709230393, output_fired_time: 0.0000000000, propagate_forward_time: 7.0392851830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861283302
validation[          , genome  5598] predictions:    9604/  10000 (96.04%), best:    9637/10000 (96.37%), error:      1293.40735, best error:      1222.16650 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 93.3189392090s, input_fired_time: 1.3606555462, output_fired_time: 1.2244322300, propagate_forward_time: 34.8295631409, propagate_backward_time: 53.1595764160, weight_update_time: 0.1268660426, other_time: 2.7447090149
epoch time: 7.5442128181s, input_fired_time: 0.1703847796, output_fired_time: 0.0000000000, propagate_forward_time: 6.8789081573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949197769
validation[          , genome  5598] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1152.27710, best error:      1152.27710 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 93.6220397949s, input_fired_time: 1.3378913403, output_fired_time: 1.2356941700, propagate_forward_time: 35.0041351318, propagate_backward_time: 53.4048995972, weight_update_time: 0.1256090105, other_time: 2.6394195557
epoch time: 7.6558713913s, input_fired_time: 0.1671119034, output_fired_time: 0.0000000000, propagate_forward_time: 7.0059881210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827713966
validation[          , genome  5598] predictions:    9587/  10000 (95.87%), best:    9645/10000 (96.45%), error:      1333.88599, best error:      1152.27710 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 93.5874176025s, input_fired_time: 1.3616597652, output_fired_time: 1.2269452810, propagate_forward_time: 34.9541816711, propagate_backward_time: 53.3454589844, weight_update_time: 0.1264628172, other_time: 2.6991767883
epoch time: 7.6927204132s, input_fired_time: 0.1707935482, output_fired_time: 0.0000000000, propagate_forward_time: 7.0355677605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863591194
validation[          , genome  5598] predictions:    9570/  10000 (95.70%), best:    9645/10000 (96.45%), error:      1393.23706, best error:      1152.27710 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 93.6295928955s, input_fired_time: 1.3482112885, output_fired_time: 1.2263185978, propagate_forward_time: 34.9885673523, propagate_backward_time: 53.3919219971, weight_update_time: 0.1269083172, other_time: 2.6745719910
epoch time: 7.6967310905s, input_fired_time: 0.1725303829, output_fired_time: 0.0000000000, propagate_forward_time: 7.0367383957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874625206
validation[          , genome  5598] predictions:    9654/  10000 (96.54%), best:    9645/10000 (96.45%), error:      1170.85925, best error:      1152.27710 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 93.1456527710s, input_fired_time: 1.3411476612, output_fired_time: 1.2192243338, propagate_forward_time: 34.8464584351, propagate_backward_time: 53.0724525452, weight_update_time: 0.1245659292, other_time: 2.6663703918
epoch time: 7.6227002144s, input_fired_time: 0.1685552597, output_fired_time: 0.0000000000, propagate_forward_time: 6.9696521759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844927788
validation[          , genome  5598] predictions:    9555/  10000 (95.55%), best:    9645/10000 (96.45%), error:      1389.92114, best error:      1152.27710 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 93.3178100586s, input_fired_time: 1.3668408394, output_fired_time: 1.2194554806, propagate_forward_time: 34.8212280273, propagate_backward_time: 53.1653823853, weight_update_time: 0.1263279021, other_time: 2.7449035645
epoch time: 7.6429901123s, input_fired_time: 0.1711891294, output_fired_time: 0.0000000000, propagate_forward_time: 6.9737849236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980158806
validation[          , genome  5598] predictions:    9597/  10000 (95.97%), best:    9645/10000 (96.45%), error:      1300.27576, best error:      1152.27710 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 93.0745239258s, input_fired_time: 1.3428398371, output_fired_time: 1.2222590446, propagate_forward_time: 34.7739219666, propagate_backward_time: 53.0965118408, weight_update_time: 0.1256067902, other_time: 2.6389884949
epoch time: 7.5512695313s, input_fired_time: 0.1664472967, output_fired_time: 0.0000000000, propagate_forward_time: 6.9021067619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4827156067
validation[          , genome  5598] predictions:    9616/  10000 (96.16%), best:    9645/10000 (96.45%), error:      1248.83679, best error:      1152.27710 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 93.2293090820s, input_fired_time: 1.3528125286, output_fired_time: 1.2160292864, propagate_forward_time: 34.8843040466, propagate_backward_time: 53.1115493774, weight_update_time: 0.1247628257, other_time: 2.6646156311
epoch time: 7.6318397522s, input_fired_time: 0.1680708975, output_fired_time: 0.0000000000, propagate_forward_time: 6.9787950516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849739075
validation[          , genome  5598] predictions:    9625/  10000 (96.25%), best:    9645/10000 (96.45%), error:      1244.35913, best error:      1152.27710 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 93.2177429199s, input_fired_time: 1.3460576534, output_fired_time: 1.2204077244, propagate_forward_time: 34.8970527649, propagate_backward_time: 53.1042785645, weight_update_time: 0.1250191033, other_time: 2.6499519348
epoch time: 7.6444315910s, input_fired_time: 0.1694152057, output_fired_time: 0.0000000000, propagate_forward_time: 6.9905238152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844927788
validation[          , genome  5598] predictions:    9623/  10000 (96.23%), best:    9645/10000 (96.45%), error:      1259.85791, best error:      1152.27710 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 92.9581451416s, input_fired_time: 1.3387180567, output_fired_time: 1.2134625912, propagate_forward_time: 34.7624473572, propagate_backward_time: 52.9961585999, weight_update_time: 0.1246705577, other_time: 2.6473617554
epoch time: 7.6389865875s, input_fired_time: 0.1673985720, output_fired_time: 0.0000000000, propagate_forward_time: 6.9896769524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819111824
validation[          , genome  5598] predictions:    9632/  10000 (96.32%), best:    9645/10000 (96.45%), error:      1202.75769, best error:      1152.27710 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 93.4199218750s, input_fired_time: 1.3516840935, output_fired_time: 1.2218915224, propagate_forward_time: 34.9784660339, propagate_backward_time: 53.2090148926, weight_update_time: 0.1248007342, other_time: 2.6588630676
epoch time: 7.6607990265s, input_fired_time: 0.1714889407, output_fired_time: 0.0000000000, propagate_forward_time: 7.0079250336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813852310
validation[          , genome  5598] predictions:    9622/  10000 (96.22%), best:    9645/10000 (96.45%), error:      1226.68738, best error:      1152.27710 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 93.8015594482s, input_fired_time: 1.3680969477, output_fired_time: 1.2279131413, propagate_forward_time: 35.0219993591, propagate_backward_time: 53.4404983521, weight_update_time: 0.1268746704, other_time: 2.7430534363
epoch time: 7.6230478287s, input_fired_time: 0.1727947742, output_fired_time: 0.0000000000, propagate_forward_time: 6.9529738426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972791672
validation[          , genome  5598] predictions:    9620/  10000 (96.20%), best:    9645/10000 (96.45%), error:      1283.16711, best error:      1152.27710 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 93.5342864990s, input_fired_time: 1.3440637589, output_fired_time: 1.2309312820, propagate_forward_time: 34.9626197815, propagate_backward_time: 53.3449058533, weight_update_time: 0.1258046627, other_time: 2.6517639160
epoch time: 7.6421918869s, input_fired_time: 0.1693583429, output_fired_time: 0.0000000000, propagate_forward_time: 6.9888253212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840083122
validation[          , genome  5598] predictions:    9640/  10000 (96.40%), best:    9645/10000 (96.45%), error:      1211.52563, best error:      1152.27710 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 93.3425369263s, input_fired_time: 1.3493667841, output_fired_time: 1.2267205715, propagate_forward_time: 34.8853874207, propagate_backward_time: 53.2344322205, weight_update_time: 0.1255081892, other_time: 2.6466293335
epoch time: 7.7041940689s, input_fired_time: 0.1718776673, output_fired_time: 0.0000000000, propagate_forward_time: 7.0456357002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4866805077
validation[          , genome  5598] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1140.50330, best error:      1140.50330 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 93.9266738892s, input_fired_time: 1.3510524035, output_fired_time: 1.2276839018, propagate_forward_time: 35.1672096252, propagate_backward_time: 53.5192756653, weight_update_time: 0.1254833639, other_time: 2.6614532471
epoch time: 7.6922602654s, input_fired_time: 0.1691755205, output_fired_time: 0.0000000000, propagate_forward_time: 7.0389604568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841241837
validation[          , genome  5598] predictions:    9634/  10000 (96.34%), best:    9644/10000 (96.44%), error:      1188.74072, best error:      1140.50330 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 93.5051498413s, input_fired_time: 1.3546406031, output_fired_time: 1.2273954153, propagate_forward_time: 34.9956817627, propagate_backward_time: 53.2515144348, weight_update_time: 0.1256154031, other_time: 2.6759223938
epoch time: 7.6292071342s, input_fired_time: 0.1731147170, output_fired_time: 0.0000000000, propagate_forward_time: 6.9739575386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821348190
validation[          , genome  5598] predictions:    9651/  10000 (96.51%), best:    9644/10000 (96.44%), error:      1178.02002, best error:      1140.50330 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 93.8683853149s, input_fired_time: 1.3723570108, output_fired_time: 1.2312545776, propagate_forward_time: 35.0270195007, propagate_backward_time: 53.4881591797, weight_update_time: 0.1274640411, other_time: 2.7495918274
epoch time: 7.6718583107s, input_fired_time: 0.1703190655, output_fired_time: 0.0000000000, propagate_forward_time: 7.0022063255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993329048
validation[          , genome  5598] predictions:    9640/  10000 (96.40%), best:    9644/10000 (96.44%), error:      1158.32861, best error:      1140.50330 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 93.7630157471s, input_fired_time: 1.3729557991, output_fired_time: 1.2327938080, propagate_forward_time: 34.9982070923, propagate_backward_time: 53.4150466919, weight_update_time: 0.1280715019, other_time: 2.7440109253
epoch time: 7.5749783516s, input_fired_time: 0.1681879908, output_fired_time: 0.0000000000, propagate_forward_time: 6.9233012199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834890366
validation[          , genome  5598] predictions:    9585/  10000 (95.85%), best:    9644/10000 (96.44%), error:      1298.01831, best error:      1140.50330 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 93.1602172852s, input_fired_time: 1.3468296528, output_fired_time: 1.2222086191, propagate_forward_time: 34.8175773621, propagate_backward_time: 53.1337318420, weight_update_time: 0.1243847236, other_time: 2.6398696899
epoch time: 7.6252365112s, input_fired_time: 0.1691759676, output_fired_time: 0.0000000000, propagate_forward_time: 6.9725294113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835309982
validation[          , genome  5598] predictions:    9567/  10000 (95.67%), best:    9644/10000 (96.44%), error:      1358.25317, best error:      1140.50330 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 92.9789505005s, input_fired_time: 1.3610225916, output_fired_time: 1.2168687582, propagate_forward_time: 34.6949615479, propagate_backward_time: 52.9779663086, weight_update_time: 0.1250135452, other_time: 2.7281341553
epoch time: 7.5432705879s, input_fired_time: 0.1703822315, output_fired_time: 0.0000000000, propagate_forward_time: 6.8900399208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828486443
validation[          , genome  5598] predictions:    9640/  10000 (96.40%), best:    9644/10000 (96.44%), error:      1141.47266, best error:      1140.50330 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 93.7447433472s, input_fired_time: 1.3745735884, output_fired_time: 1.2248985767, propagate_forward_time: 34.9769439697, propagate_backward_time: 53.4181327820, weight_update_time: 0.1276593804, other_time: 2.7501945496
epoch time: 7.6746859550s, input_fired_time: 0.1778509915, output_fired_time: 0.0000000000, propagate_forward_time: 6.9989919662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978427887
validation[          , genome  5598] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1106.15503, best error:      1106.15503 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 93.5860214233s, input_fired_time: 1.3512188196, output_fired_time: 1.2308970690, propagate_forward_time: 34.9314842224, propagate_backward_time: 53.4127006531, weight_update_time: 0.1269407570, other_time: 2.6597213745
epoch time: 7.5988969803s, input_fired_time: 0.1703070700, output_fired_time: 0.0000000000, propagate_forward_time: 6.9471926689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813971519
validation[          , genome  5598] predictions:    9612/  10000 (96.12%), best:    9663/10000 (96.63%), error:      1231.81665, best error:      1106.15503 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 93.0953979492s, input_fired_time: 1.3490524292, output_fired_time: 1.2224745750, propagate_forward_time: 34.8105659485, propagate_backward_time: 53.0701828003, weight_update_time: 0.1248076260, other_time: 2.6431236267
epoch time: 7.6334757805s, input_fired_time: 0.1708939672, output_fired_time: 0.0000000000, propagate_forward_time: 6.9785132408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840683937
validation[          , genome  5598] predictions:    9660/  10000 (96.60%), best:    9663/10000 (96.63%), error:      1140.00134, best error:      1106.15503 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 93.6417465210s, input_fired_time: 1.3494729996, output_fired_time: 1.2217251062, propagate_forward_time: 34.9934616089, propagate_backward_time: 53.4347152710, weight_update_time: 0.1243390888, other_time: 2.6423721313
epoch time: 7.6055364609s, input_fired_time: 0.1713805497, output_fired_time: 0.0000000000, propagate_forward_time: 6.9513540268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828019142
validation[          , genome  5598] predictions:    9610/  10000 (96.10%), best:    9663/10000 (96.63%), error:      1309.79492, best error:      1106.15503 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 93.5745773315s, input_fired_time: 1.3801813126, output_fired_time: 1.2278164625, propagate_forward_time: 34.9908981323, propagate_backward_time: 53.2236480713, weight_update_time: 0.1268067211, other_time: 2.7520370483
epoch time: 7.6835637093s, input_fired_time: 0.1738733500, output_fired_time: 0.0000000000, propagate_forward_time: 7.0071873665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025029182
validation[          , genome  5598] predictions:    9525/  10000 (95.25%), best:    9663/10000 (96.63%), error:      1591.64185, best error:      1106.15503 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 93.7178421021s, input_fired_time: 1.3543157578, output_fired_time: 1.2287105322, propagate_forward_time: 35.0649795532, propagate_backward_time: 53.4220046997, weight_update_time: 0.1253779531, other_time: 2.6478271484
epoch time: 7.6983370781s, input_fired_time: 0.1710742563, output_fired_time: 0.0000000000, propagate_forward_time: 7.0435175896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837450981
validation[          , genome  5598] predictions:    9578/  10000 (95.78%), best:    9663/10000 (96.63%), error:      1389.34717, best error:      1106.15503 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 93.9930496216s, input_fired_time: 1.3680701256, output_fired_time: 1.2317161560, propagate_forward_time: 35.1322441101, propagate_backward_time: 53.5804824829, weight_update_time: 0.1264508069, other_time: 2.6805381775
epoch time: 7.6768140793s, input_fired_time: 0.1689580828, output_fired_time: 0.0000000000, propagate_forward_time: 7.0233473778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845085144
validation[          , genome  5598] predictions:    9650/  10000 (96.50%), best:    9663/10000 (96.63%), error:      1144.48010, best error:      1106.15503 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 93.3620834351s, input_fired_time: 1.3537904024, output_fired_time: 1.2241129875, propagate_forward_time: 34.9026184082, propagate_backward_time: 53.2250442505, weight_update_time: 0.1257183999, other_time: 2.6565170288
epoch time: 7.6352100372s, input_fired_time: 0.1719233841, output_fired_time: 0.0000000000, propagate_forward_time: 6.9795036316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837832451
validation[          , genome  5598] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1083.85876, best error:      1083.85876 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 93.8150405884s, input_fired_time: 1.3676056862, output_fired_time: 1.2534220219, propagate_forward_time: 35.0491752625, propagate_backward_time: 53.4795646667, weight_update_time: 0.1253313273, other_time: 2.6652679443
epoch time: 7.6560215950s, input_fired_time: 0.1721403897, output_fired_time: 0.0000000000, propagate_forward_time: 7.0033569336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805240631
validation[          , genome  5598] predictions:    9621/  10000 (96.21%), best:    9667/10000 (96.67%), error:      1186.50366, best error:      1083.85876 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 93.3083801270s, input_fired_time: 1.3782092333, output_fired_time: 1.2237633467, propagate_forward_time: 34.8396606445, propagate_backward_time: 53.1107406616, weight_update_time: 0.1272586137, other_time: 2.7560043335
epoch time: 7.6293129921s, input_fired_time: 0.1747375131, output_fired_time: 0.0000000000, propagate_forward_time: 6.9588418007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957337379
validation[          , genome  5598] predictions:    9596/  10000 (95.96%), best:    9667/10000 (96.67%), error:      1316.40686, best error:      1083.85876 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 92.5713195801s, input_fired_time: 1.3470606804, output_fired_time: 1.2193474770, propagate_forward_time: 34.6382827759, propagate_backward_time: 52.7203788757, weight_update_time: 0.1246918663, other_time: 2.6462516785
epoch time: 7.6315441132s, input_fired_time: 0.1707589626, output_fired_time: 0.0000000000, propagate_forward_time: 6.9763317108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844532013
validation[          , genome  5598] predictions:    9646/  10000 (96.46%), best:    9667/10000 (96.67%), error:      1170.86157, best error:      1083.85876 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 93.1298980713s, input_fired_time: 1.3767937422, output_fired_time: 1.2215788364, propagate_forward_time: 34.7593383789, propagate_backward_time: 53.0244331360, weight_update_time: 0.1266196668, other_time: 2.7477531433
epoch time: 7.6026568413s, input_fired_time: 0.1709674150, output_fired_time: 0.0000000000, propagate_forward_time: 6.9464216232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852676392
validation[          , genome  5598] predictions:    9626/  10000 (96.26%), best:    9667/10000 (96.67%), error:      1258.30298, best error:      1083.85876 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 93.5103759766s, input_fired_time: 1.3680554628, output_fired_time: 1.2272766829, propagate_forward_time: 34.9588623047, propagate_backward_time: 53.2619056702, weight_update_time: 0.1266933829, other_time: 2.6942710876
epoch time: 7.6753320694s, input_fired_time: 0.1755811125, output_fired_time: 0.0000000000, propagate_forward_time: 7.0038175583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959335327
validation[          , genome  5598] predictions:    9650/  10000 (96.50%), best:    9667/10000 (96.67%), error:      1164.70227, best error:      1083.85876 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 93.6181869507s, input_fired_time: 1.3821153641, output_fired_time: 1.2212506533, propagate_forward_time: 34.9879150391, propagate_backward_time: 53.2603225708, weight_update_time: 0.1295544356, other_time: 2.7665786743
epoch time: 7.6303648949s, input_fired_time: 0.1742091030, output_fired_time: 0.0000000000, propagate_forward_time: 6.9582991600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978566170
validation[          , genome  5598] predictions:    9655/  10000 (96.55%), best:    9667/10000 (96.67%), error:      1122.64099, best error:      1083.85876 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 92.6702880859s, input_fired_time: 1.3624606133, output_fired_time: 1.2141541243, propagate_forward_time: 34.6671752930, propagate_backward_time: 52.7460937500, weight_update_time: 0.1246063858, other_time: 2.6804046631
epoch time: 7.5759353638s, input_fired_time: 0.1752150059, output_fired_time: 0.0000000000, propagate_forward_time: 6.9169721603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837484360
validation[          , genome  5598] predictions:    9661/  10000 (96.61%), best:    9667/10000 (96.67%), error:      1106.73779, best error:      1083.85876 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 93.4246673584s, input_fired_time: 1.3814363480, output_fired_time: 1.2271933556, propagate_forward_time: 34.8918266296, propagate_backward_time: 53.1804542542, weight_update_time: 0.1267973036, other_time: 2.7437515259
epoch time: 7.6111459732s, input_fired_time: 0.1725692749, output_fired_time: 0.0000000000, propagate_forward_time: 6.9442501068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943265915
validation[          , genome  5598] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1103.62878, best error:      1083.85876 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 93.4902572632s, input_fired_time: 1.3635283709, output_fired_time: 1.2320353985, propagate_forward_time: 34.9215164185, propagate_backward_time: 53.3360443115, weight_update_time: 0.1254266649, other_time: 2.6371383667
epoch time: 7.6901917458s, input_fired_time: 0.1778544039, output_fired_time: 0.0000000000, propagate_forward_time: 7.0152454376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970917702
validation[          , genome  5598] predictions:    9651/  10000 (96.51%), best:    9667/10000 (96.67%), error:      1146.01819, best error:      1083.85876 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 93.4910049438s, input_fired_time: 1.3631490469, output_fired_time: 1.2234629393, propagate_forward_time: 34.9505653381, propagate_backward_time: 53.3183479309, weight_update_time: 0.1246411428, other_time: 2.6354751587
epoch time: 7.6445503235s, input_fired_time: 0.1748763025, output_fired_time: 0.0000000000, propagate_forward_time: 6.9870715141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826025963
validation[          , genome  5598] predictions:    9637/  10000 (96.37%), best:    9667/10000 (96.67%), error:      1166.18884, best error:      1083.85876 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 93.7681884766s, input_fired_time: 1.3804320097, output_fired_time: 1.2248438597, propagate_forward_time: 35.0008583069, propagate_backward_time: 53.4200630188, weight_update_time: 0.1273662895, other_time: 2.7419891357
epoch time: 7.6794767380s, input_fired_time: 0.1751274914, output_fired_time: 0.0000000000, propagate_forward_time: 7.0090570450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952921867
validation[          , genome  5598] predictions:    9636/  10000 (96.36%), best:    9667/10000 (96.67%), error:      1199.82434, best error:      1083.85876 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 93.3977432251s, input_fired_time: 1.3816167116, output_fired_time: 1.2265473604, propagate_forward_time: 34.8208045959, propagate_backward_time: 53.2230186462, weight_update_time: 0.1269489676, other_time: 2.7457580566
epoch time: 7.6208972931s, input_fired_time: 0.1748985499, output_fired_time: 0.0000000000, propagate_forward_time: 6.9491863251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968123436
validation[          , genome  5598] predictions:    9606/  10000 (96.06%), best:    9667/10000 (96.67%), error:      1286.53931, best error:      1083.85876 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 93.7804641724s, input_fired_time: 1.3666607141, output_fired_time: 1.2290112972, propagate_forward_time: 35.1121482849, propagate_backward_time: 53.4139709473, weight_update_time: 0.1256666780, other_time: 2.6586723328
epoch time: 7.6974706650s, input_fired_time: 0.1733731627, output_fired_time: 0.0000000000, propagate_forward_time: 7.0419540405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821434021
validation[          , genome  5598] predictions:    9650/  10000 (96.50%), best:    9667/10000 (96.67%), error:      1179.06799, best error:      1083.85876 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 93.6116027832s, input_fired_time: 1.3657327890, output_fired_time: 1.2314939499, propagate_forward_time: 35.0040931702, propagate_backward_time: 53.3642807007, weight_update_time: 0.1257785112, other_time: 2.6460075378
epoch time: 7.6564331055s, input_fired_time: 0.1769035608, output_fired_time: 0.0000000000, propagate_forward_time: 6.9976353645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818940163
validation[          , genome  5598] predictions:    9620/  10000 (96.20%), best:    9667/10000 (96.67%), error:      1164.67883, best error:      1083.85876 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 93.8320693970s, input_fired_time: 1.3858542442, output_fired_time: 1.2282019854, propagate_forward_time: 35.0642395020, propagate_backward_time: 53.4491348267, weight_update_time: 0.1264038980, other_time: 2.7046356201
epoch time: 7.6047687531s, input_fired_time: 0.1724090278, output_fired_time: 0.0000000000, propagate_forward_time: 6.9467711449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855885506
validation[          , genome  5598] predictions:    9664/  10000 (96.64%), best:    9667/10000 (96.67%), error:      1142.87939, best error:      1083.85876 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 93.1834182739s, input_fired_time: 1.3748986721, output_fired_time: 1.2148119211, propagate_forward_time: 34.8053932190, propagate_backward_time: 53.0841789246, weight_update_time: 0.1267254204, other_time: 2.7041320801
epoch time: 7.6297731400s, input_fired_time: 0.1748784035, output_fired_time: 0.0000000000, propagate_forward_time: 6.9701380730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847564697
validation[          , genome  5598] predictions:    9630/  10000 (96.30%), best:    9667/10000 (96.67%), error:      1236.91040, best error:      1083.85876 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 93.4833679199s, input_fired_time: 1.3901023865, output_fired_time: 1.2245051861, propagate_forward_time: 34.8626823425, propagate_backward_time: 53.2711563110, weight_update_time: 0.1264949292, other_time: 2.7349205017
epoch time: 7.6946115494s, input_fired_time: 0.1786031723, output_fired_time: 0.0000000000, propagate_forward_time: 7.0180640221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979443550
validation[          , genome  5598] predictions:    9614/  10000 (96.14%), best:    9667/10000 (96.67%), error:      1228.52258, best error:      1083.85876 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 93.7726821899s, input_fired_time: 1.3909856081, output_fired_time: 1.2335429192, propagate_forward_time: 34.9657020569, propagate_backward_time: 53.4350166321, weight_update_time: 0.1272705346, other_time: 2.7474365234
epoch time: 7.6557679176s, input_fired_time: 0.1781751364, output_fired_time: 0.0000000000, propagate_forward_time: 6.9803576469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972352982
validation[          , genome  5598] predictions:    9612/  10000 (96.12%), best:    9667/10000 (96.67%), error:      1300.10315, best error:      1083.85876 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 92.9950942993s, input_fired_time: 1.3653888702, output_fired_time: 1.2182909250, propagate_forward_time: 34.7433013916, propagate_backward_time: 53.0081291199, weight_update_time: 0.1257208288, other_time: 2.6599845886
epoch time: 7.5930323601s, input_fired_time: 0.1712134928, output_fired_time: 0.0000000000, propagate_forward_time: 6.9399313927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818873405
validation[          , genome  5598] predictions:    9621/  10000 (96.21%), best:    9667/10000 (96.67%), error:      1224.82336, best error:      1083.85876 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 93.2608566284s, input_fired_time: 1.3817647696, output_fired_time: 1.2177309990, propagate_forward_time: 34.8316116333, propagate_backward_time: 53.0890579224, weight_update_time: 0.1262941808, other_time: 2.7406921387
epoch time: 7.6518054008s, input_fired_time: 0.1786899418, output_fired_time: 0.0000000000, propagate_forward_time: 6.9756755829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974398613
validation[          , genome  5598] predictions:    9633/  10000 (96.33%), best:    9667/10000 (96.67%), error:      1222.16211, best error:      1083.85876 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 93.8749389648s, input_fired_time: 1.3715696335, output_fired_time: 1.2339209318, propagate_forward_time: 35.1029434204, propagate_backward_time: 53.5156364441, weight_update_time: 0.1250566542, other_time: 2.6508750916
epoch time: 7.6821460724s, input_fired_time: 0.1739045233, output_fired_time: 0.0000000000, propagate_forward_time: 7.0221757889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860658646
validation[          , genome  5598] predictions:    9631/  10000 (96.31%), best:    9667/10000 (96.67%), error:      1247.56384, best error:      1083.85876 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 92.4827728271s, input_fired_time: 1.3651574850, output_fired_time: 1.2099821568, propagate_forward_time: 34.4654273987, propagate_backward_time: 52.7586288452, weight_update_time: 0.1251450777, other_time: 2.6835746765
epoch time: 7.5231575966s, input_fired_time: 0.1726367176, output_fired_time: 0.0000000000, propagate_forward_time: 6.8679904938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825305939
validation[          , genome  5598] predictions:    9657/  10000 (96.57%), best:    9667/10000 (96.67%), error:      1111.87122, best error:      1083.85876 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 93.3267364502s, input_fired_time: 1.3863267899, output_fired_time: 1.2217375040, propagate_forward_time: 34.8474884033, propagate_backward_time: 53.1303825378, weight_update_time: 0.1259856969, other_time: 2.7407951355
epoch time: 7.6271128654s, input_fired_time: 0.1732924283, output_fired_time: 0.0000000000, propagate_forward_time: 6.9696288109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841914177
validation[          , genome  5598] predictions:    9646/  10000 (96.46%), best:    9667/10000 (96.67%), error:      1136.68835, best error:      1083.85876 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 93.2187423706s, input_fired_time: 1.3836685419, output_fired_time: 1.2191988230, propagate_forward_time: 34.7610359192, propagate_backward_time: 53.1053886414, weight_update_time: 0.1260694563, other_time: 2.7494506836
epoch time: 7.6505150795s, input_fired_time: 0.1751761585, output_fired_time: 0.0000000000, propagate_forward_time: 6.9770665169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982724190
validation[          , genome  5598] predictions:    9674/  10000 (96.74%), best:    9667/10000 (96.67%), error:      1087.69617, best error:      1083.85876 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 93.8189697266s, input_fired_time: 1.3768510818, output_fired_time: 1.2287214994, propagate_forward_time: 35.0685424805, propagate_backward_time: 53.4611167908, weight_update_time: 0.1260289997, other_time: 2.6837348938
epoch time: 7.6630635262s, input_fired_time: 0.1765460223, output_fired_time: 0.0000000000, propagate_forward_time: 7.0014686584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850487709
validation[          , genome  5598] predictions:    9680/  10000 (96.80%), best:    9667/10000 (96.67%), error:      1093.53625, best error:      1083.85876 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 92.9466400146s, input_fired_time: 1.3853162527, output_fired_time: 1.2185596228, propagate_forward_time: 34.7447242737, propagate_backward_time: 52.8606033325, weight_update_time: 0.1263919622, other_time: 2.7374382019
epoch time: 7.6196961403s, input_fired_time: 0.1756101847, output_fired_time: 0.0000000000, propagate_forward_time: 6.9464597702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976263046
validation[          , genome  5598] predictions:    9643/  10000 (96.43%), best:    9667/10000 (96.67%), error:      1170.43213, best error:      1083.85876 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 93.1406860352s, input_fired_time: 1.3961603642, output_fired_time: 1.2188165188, propagate_forward_time: 34.7047233582, propagate_backward_time: 53.0786323547, weight_update_time: 0.1276345551, other_time: 2.7423477173
epoch time: 7.6267623901s, input_fired_time: 0.1776609719, output_fired_time: 0.0000000000, propagate_forward_time: 6.9505872726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985141754
validation[          , genome  5598] predictions:    9647/  10000 (96.47%), best:    9667/10000 (96.67%), error:      1141.52466, best error:      1083.85876 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 93.6796112061s, input_fired_time: 1.3909424543, output_fired_time: 1.2242853642, propagate_forward_time: 34.9595451355, propagate_backward_time: 53.3649520874, weight_update_time: 0.1268464029, other_time: 2.7398796082
epoch time: 7.6708445549s, input_fired_time: 0.1795941889, output_fired_time: 0.0000000000, propagate_forward_time: 6.9927067757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985437393
validation[          , genome  5598] predictions:    9656/  10000 (96.56%), best:    9667/10000 (96.67%), error:      1139.62170, best error:      1083.85876 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 93.3669967651s, input_fired_time: 1.3864667416, output_fired_time: 1.2243448496, propagate_forward_time: 34.7908363342, propagate_backward_time: 53.2098884583, weight_update_time: 0.1283444166, other_time: 2.7554626465
epoch time: 7.6178359985s, input_fired_time: 0.1751437336, output_fired_time: 0.0000000000, propagate_forward_time: 6.9608669281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818253517
validation[          , genome  5598] predictions:    9652/  10000 (96.52%), best:    9667/10000 (96.67%), error:      1147.73254, best error:      1083.85876 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 93.3631973267s, input_fired_time: 1.3818706274, output_fired_time: 1.2207159996, propagate_forward_time: 34.9274253845, propagate_backward_time: 53.1446647644, weight_update_time: 0.1267046481, other_time: 2.6885147095
epoch time: 7.6307468414s, input_fired_time: 0.1725974381, output_fired_time: 0.0000000000, propagate_forward_time: 6.9751892090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829602242
validation[          , genome  5598] predictions:    9618/  10000 (96.18%), best:    9667/10000 (96.67%), error:      1248.06848, best error:      1083.85876 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 93.4316024780s, input_fired_time: 1.3908601999, output_fired_time: 1.2218267918, propagate_forward_time: 34.9014816284, propagate_backward_time: 53.1703872681, weight_update_time: 0.1280651391, other_time: 2.7470474243
epoch time: 7.6953802109s, input_fired_time: 0.1743368357, output_fired_time: 0.0000000000, propagate_forward_time: 7.0354475975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855957031
validation[          , genome  5598] predictions:    9640/  10000 (96.40%), best:    9667/10000 (96.67%), error:      1171.40955, best error:      1083.85876 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 92.9866256714s, input_fired_time: 1.3701462746, output_fired_time: 1.2164233923, propagate_forward_time: 34.7043991089, propagate_backward_time: 53.0476074219, weight_update_time: 0.1254830211, other_time: 2.6480484009
epoch time: 7.6828551292s, input_fired_time: 0.1776066720, output_fired_time: 0.0000000000, propagate_forward_time: 7.0182056427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870429039
validation[          , genome  5598] predictions:    9659/  10000 (96.59%), best:    9667/10000 (96.67%), error:      1161.60986, best error:      1083.85876 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 93.4290390015s, input_fired_time: 1.3931633234, output_fired_time: 1.2222903967, propagate_forward_time: 34.8542098999, propagate_backward_time: 53.2091369629, weight_update_time: 0.1269185841, other_time: 2.7502365112
epoch time: 7.7002143860s, input_fired_time: 0.1776865423, output_fired_time: 0.0000000000, propagate_forward_time: 7.0269484520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955792427
validation[          , genome  5598] predictions:    9626/  10000 (96.26%), best:    9667/10000 (96.67%), error:      1222.95044, best error:      1083.85876 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 93.5116119385s, input_fired_time: 1.3720624447, output_fired_time: 1.2307884693, propagate_forward_time: 34.9094429016, propagate_backward_time: 53.3451728821, weight_update_time: 0.1264623553, other_time: 2.6541442871
epoch time: 7.5963306427s, input_fired_time: 0.1755290031, output_fired_time: 0.0000000000, propagate_forward_time: 6.9222302437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985713959
validation[          , genome  5598] predictions:    9666/  10000 (96.66%), best:    9667/10000 (96.67%), error:      1133.37268, best error:      1083.85876 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 94.0841674805s, input_fired_time: 1.3731533289, output_fired_time: 1.2337298393, propagate_forward_time: 35.1972808838, propagate_backward_time: 53.6247406006, weight_update_time: 0.1259348392, other_time: 2.6552658081
epoch time: 7.7141332626s, input_fired_time: 0.1762047857, output_fired_time: 0.0000000000, propagate_forward_time: 7.0515351295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863934517
validation[          , genome  5598] predictions:    9635/  10000 (96.35%), best:    9667/10000 (96.67%), error:      1207.07043, best error:      1083.85876 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 93.5050582886s, input_fired_time: 1.3682707548, output_fired_time: 1.2251417637, propagate_forward_time: 34.9757728577, propagate_backward_time: 53.2917556763, weight_update_time: 0.1256388426, other_time: 2.6441154480
epoch time: 7.6177043915s, input_fired_time: 0.1730826795, output_fired_time: 0.0000000000, propagate_forward_time: 6.9621133804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825081825
validation[          , genome  5598] predictions:    9673/  10000 (96.73%), best:    9667/10000 (96.67%), error:      1085.23328, best error:      1083.85876 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 93.4151306152s, input_fired_time: 1.3674023151, output_fired_time: 1.2232830524, propagate_forward_time: 34.9178771973, propagate_backward_time: 53.2695655823, weight_update_time: 0.1249332353, other_time: 2.6370048523
epoch time: 7.5932555199s, input_fired_time: 0.1767476648, output_fired_time: 0.0000000000, propagate_forward_time: 6.9325118065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839959145
validation[          , genome  5598] predictions:    9650/  10000 (96.50%), best:    9667/10000 (96.67%), error:      1115.72009, best error:      1083.85876 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 93.3508224487s, input_fired_time: 1.3777974844, output_fired_time: 1.2249426842, propagate_forward_time: 34.9287567139, propagate_backward_time: 53.1397361755, weight_update_time: 0.1255931556, other_time: 2.6795845032
epoch time: 7.6143007278s, input_fired_time: 0.1758322567, output_fired_time: 0.0000000000, propagate_forward_time: 6.9574985504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809699059
validation[          , genome  5598] predictions:    9615/  10000 (96.15%), best:    9667/10000 (96.67%), error:      1301.41553, best error:      1083.85876 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 93.8524093628s, input_fired_time: 1.3915420771, output_fired_time: 1.2277040482, propagate_forward_time: 35.0144996643, propagate_backward_time: 53.4705047607, weight_update_time: 0.1284320354, other_time: 2.7481575012
epoch time: 7.6815629005s, input_fired_time: 0.1789052188, output_fired_time: 0.0000000000, propagate_forward_time: 7.0059714317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966864586
validation[          , genome  5598] predictions:    9625/  10000 (96.25%), best:    9667/10000 (96.67%), error:      1249.13843, best error:      1083.85876 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 93.6695632935s, input_fired_time: 1.3853269815, output_fired_time: 1.2219927311, propagate_forward_time: 35.0067100525, propagate_backward_time: 53.3213424683, weight_update_time: 0.1262919605, other_time: 2.7341880798
epoch time: 7.5148348808s, input_fired_time: 0.1739874035, output_fired_time: 0.0000000000, propagate_forward_time: 6.8586091995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822382927
validation[          , genome  5598] predictions:    9653/  10000 (96.53%), best:    9667/10000 (96.67%), error:      1172.75330, best error:      1083.85876 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 93.1501770020s, input_fired_time: 1.3718742132, output_fired_time: 1.2196592093, propagate_forward_time: 34.8780174255, propagate_backward_time: 53.0379371643, weight_update_time: 0.1251512021, other_time: 2.6426925659
epoch time: 7.5595440865s, input_fired_time: 0.1742992252, output_fired_time: 0.0000000000, propagate_forward_time: 6.9033794403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818654060
validation[          , genome  5598] predictions:    9673/  10000 (96.73%), best:    9667/10000 (96.67%), error:      1094.44165, best error:      1083.85876 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 93.9717407227s, input_fired_time: 1.3776584864, output_fired_time: 1.2350504398, propagate_forward_time: 35.1518936157, propagate_backward_time: 53.5512771606, weight_update_time: 0.1251963675, other_time: 2.6558609009
epoch time: 7.7115297318s, input_fired_time: 0.1745533794, output_fired_time: 0.0000000000, propagate_forward_time: 7.0514717102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855046272
validation[          , genome  5598] predictions:    9654/  10000 (96.54%), best:    9667/10000 (96.67%), error:      1130.40320, best error:      1083.85876 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 93.7805175781s, input_fired_time: 1.4058346748, output_fired_time: 1.2256182432, propagate_forward_time: 34.9633789063, propagate_backward_time: 53.4349098206, weight_update_time: 0.1289924085, other_time: 2.7507743835
epoch time: 7.6852774620s, input_fired_time: 0.1755815446, output_fired_time: 0.0000000000, propagate_forward_time: 7.0306663513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790296555
validation[          , genome  5598] predictions:    9640/  10000 (96.40%), best:    9667/10000 (96.67%), error:      1142.19470, best error:      1083.85876 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 93.7013397217s, input_fired_time: 1.3817414045, output_fired_time: 1.2264297009, propagate_forward_time: 34.9985771179, propagate_backward_time: 53.4022445679, weight_update_time: 0.1267166138, other_time: 2.6923408508
epoch time: 7.6565999985s, input_fired_time: 0.1749351621, output_fired_time: 0.0000000000, propagate_forward_time: 6.9981794357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834852219
validation[          , genome  5598] predictions:    9659/  10000 (96.59%), best:    9667/10000 (96.67%), error:      1108.91394, best error:      1083.85876 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 93.2581634521s, input_fired_time: 1.3955271244, output_fired_time: 1.2247658968, propagate_forward_time: 34.7691497803, propagate_backward_time: 53.1234474182, weight_update_time: 0.1272684485, other_time: 2.7452659607
epoch time: 7.6359806061s, input_fired_time: 0.1786689758, output_fired_time: 0.0000000000, propagate_forward_time: 6.9613709450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959406853
validation[          , genome  5598] predictions:    9630/  10000 (96.30%), best:    9667/10000 (96.67%), error:      1221.13611, best error:      1083.85876 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 93.7982101440s, input_fired_time: 1.3977117538, output_fired_time: 1.2305526733, propagate_forward_time: 35.1139526367, propagate_backward_time: 53.3104400635, weight_update_time: 0.1271049380, other_time: 2.7455520630
epoch time: 7.6513590813s, input_fired_time: 0.1767856926, output_fired_time: 0.0000000000, propagate_forward_time: 6.9775981903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969754219
validation[          , genome  5598] predictions:    9663/  10000 (96.63%), best:    9667/10000 (96.67%), error:      1146.97546, best error:      1083.85876 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 93.7961654663s, input_fired_time: 1.4010103941, output_fired_time: 1.2332845926, propagate_forward_time: 35.0213317871, propagate_backward_time: 53.4187240601, weight_update_time: 0.1269015670, other_time: 2.7218170166
epoch time: 7.6360034943s, input_fired_time: 0.1755961180, output_fired_time: 0.0000000000, propagate_forward_time: 6.9777898788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826173782
validation[          , genome  5598] predictions:    9631/  10000 (96.31%), best:    9667/10000 (96.67%), error:      1265.36682, best error:      1083.85876 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 93.2123641968s, input_fired_time: 1.3712139130, output_fired_time: 1.2198829651, propagate_forward_time: 34.8266372681, propagate_backward_time: 53.1514434814, weight_update_time: 0.1253730655, other_time: 2.6431808472
epoch time: 7.6439547539s, input_fired_time: 0.1782982051, output_fired_time: 0.0000000000, propagate_forward_time: 6.9807395935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849171638
validation[          , genome  5598] predictions:    9642/  10000 (96.42%), best:    9667/10000 (96.67%), error:      1193.16052, best error:      1083.85876 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 92.8200531006s, input_fired_time: 1.3924928904, output_fired_time: 1.2203618288, propagate_forward_time: 34.4998817444, propagate_backward_time: 52.9667243958, weight_update_time: 0.1258519888, other_time: 2.7405929565
epoch time: 7.5570096970s, input_fired_time: 0.1778535247, output_fired_time: 0.0000000000, propagate_forward_time: 6.8832616806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958944321
validation[          , genome  5598] predictions:    9606/  10000 (96.06%), best:    9667/10000 (96.67%), error:      1283.98218, best error:      1083.85876 on epoch:    51, 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: 38.3543624878s, input_fired_time: 0.8772948980, output_fired_time: 0.0000000000, propagate_forward_time: 34.9070777893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5699882507
best training[          , genome  5598] predictions:   49098/  50000 (98.20%), best:    9667/10000 (96.67%), error:      3105.59863, best error:      1083.85876 on epoch:    51, 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: 7.6290740967s, input_fired_time: 0.1741231829, output_fired_time: 0.0000000000, propagate_forward_time: 6.9576759338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972748756
   testing[          , genome  5598] predictions:    9728/  10000 (97.28%), best:    9667/10000 (96.67%), error:       920.45801, best error:      1083.85876 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:56:33 (1752): called boinc_finish(0)

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