Nameexact_genome_1512568488_43_4491_1
Workunit2593757
Created7 Dec 2017, 10:12:02 UTC
Sent7 Dec 2017, 10:17:33 UTC
Report deadline12 Dec 2017, 19:01:31 UTC
Received7 Dec 2017, 21:41:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 52 min 43 sec
CPU time2 hours 51 min 40 sec
Validate stateValid
Credit1,340.97
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.30 MB
Peak swap size156.77 MB
Peak disk usage1.56 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1076533794, output_fired_time: 0.0000000000, propagate_forward_time: 7.0844368935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777722359
validation[          , genome  4491] predictions:    9583/  10000 (95.83%), best:    9608/10000 (96.08%), error:      1457.96680, best error:      1336.53027 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 93.1288299561s, input_fired_time: 0.8626729250, output_fired_time: 0.7669978738, propagate_forward_time: 34.9913101196, propagate_backward_time: 53.7931823730, weight_update_time: 0.1243759319, other_time: 2.7146682739
epoch time: 7.7538580894s, input_fired_time: 0.1183177754, output_fired_time: 0.0000000000, propagate_forward_time: 7.1571407318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783997536
validation[          , genome  4491] predictions:    9595/  10000 (95.95%), best:    9608/10000 (96.08%), error:      1382.01318, best error:      1336.53027 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 92.8389434814s, input_fired_time: 0.8781288862, output_fired_time: 0.7663072348, propagate_forward_time: 34.9827499390, propagate_backward_time: 53.4974822998, weight_update_time: 0.1254952103, other_time: 2.7142791748
epoch time: 7.5860071182s, input_fired_time: 0.1086553633, output_fired_time: 0.0000000000, propagate_forward_time: 7.0144891739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628624916
validation[          , genome  4491] predictions:    9627/  10000 (96.27%), best:    9608/10000 (96.08%), error:      1344.86304, best error:      1336.53027 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 93.8395538330s, input_fired_time: 0.8861582875, output_fired_time: 0.7708063722, propagate_forward_time: 35.3330688477, propagate_backward_time: 54.1126289368, weight_update_time: 0.1257270128, other_time: 2.7368888855
epoch time: 7.7239394188s, input_fired_time: 0.1161251664, output_fired_time: 0.0000000000, propagate_forward_time: 7.1284561157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793581963
validation[          , genome  4491] predictions:    9609/  10000 (96.09%), best:    9608/10000 (96.08%), error:      1363.83423, best error:      1336.53027 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 94.2273254395s, input_fired_time: 0.8686720729, output_fired_time: 0.7791996002, propagate_forward_time: 35.5297126770, propagate_backward_time: 54.3318061829, weight_update_time: 0.1248448268, other_time: 2.7179336548
epoch time: 7.6226758957s, input_fired_time: 0.1114050820, output_fired_time: 0.0000000000, propagate_forward_time: 7.0431451797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681258202
validation[          , genome  4491] predictions:    9548/  10000 (95.48%), best:    9608/10000 (96.08%), error:      1478.97778, best error:      1336.53027 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 93.9910964966s, input_fired_time: 0.8788515925, output_fired_time: 0.7697198987, propagate_forward_time: 35.4550933838, propagate_backward_time: 54.1454696655, weight_update_time: 0.1250138134, other_time: 2.7419586182
epoch time: 7.7994804382s, input_fired_time: 0.1082511693, output_fired_time: 0.0000000000, propagate_forward_time: 7.2025294304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886999130
validation[          , genome  4491] predictions:    9607/  10000 (96.07%), best:    9608/10000 (96.08%), error:      1378.71106, best error:      1336.53027 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 93.5922241211s, input_fired_time: 0.8783885837, output_fired_time: 0.7726219296, propagate_forward_time: 35.2128524780, propagate_backward_time: 54.0477218628, weight_update_time: 0.1253776252, other_time: 2.6806411743
epoch time: 7.6610422134s, input_fired_time: 0.1111526787, output_fired_time: 0.0000000000, propagate_forward_time: 7.0765948296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732947350
validation[          , genome  4491] predictions:    9621/  10000 (96.21%), best:    9608/10000 (96.08%), error:      1358.44934, best error:      1336.53027 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 93.3582839966s, input_fired_time: 0.8737633228, output_fired_time: 0.7690930367, propagate_forward_time: 35.1700668335, propagate_backward_time: 53.8293457031, weight_update_time: 0.1301617175, other_time: 2.7160110474
epoch time: 7.5573825836s, input_fired_time: 0.1084771082, output_fired_time: 0.0000000000, propagate_forward_time: 6.9844636917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644417763
validation[          , genome  4491] predictions:    9613/  10000 (96.13%), best:    9608/10000 (96.08%), error:      1343.85510, best error:      1336.53027 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 93.8120269775s, input_fired_time: 0.8870599270, output_fired_time: 0.7842413783, propagate_forward_time: 35.3393058777, propagate_backward_time: 54.1324653625, weight_update_time: 0.1236012727, other_time: 2.6689529419
epoch time: 7.6569404602s, input_fired_time: 0.1095035970, output_fired_time: 0.0000000000, propagate_forward_time: 7.0757217407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717149734
validation[          , genome  4491] predictions:    9552/  10000 (95.52%), best:    9608/10000 (96.08%), error:      1485.10779, best error:      1336.53027 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 94.5624847412s, input_fired_time: 0.8588796854, output_fired_time: 0.7871376872, propagate_forward_time: 35.6841316223, propagate_backward_time: 54.5241584778, weight_update_time: 0.1284377873, other_time: 2.7081756592
epoch time: 7.6795363426s, input_fired_time: 0.1098328680, output_fired_time: 0.0000000000, propagate_forward_time: 7.1006574631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690461159
validation[          , genome  4491] predictions:    9609/  10000 (96.09%), best:    9608/10000 (96.08%), error:      1346.27686, best error:      1336.53027 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 94.3030929565s, input_fired_time: 0.8766181469, output_fired_time: 0.7873839140, propagate_forward_time: 35.5532569885, propagate_backward_time: 54.3649940491, weight_update_time: 0.1355913877, other_time: 2.7208404541
epoch time: 7.6573548317s, input_fired_time: 0.1081268787, output_fired_time: 0.0000000000, propagate_forward_time: 7.0790662766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701614380
validation[          , genome  4491] predictions:    9631/  10000 (96.31%), best:    9631/10000 (96.31%), error:      1258.33105, best error:      1258.33105 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 94.1629104614s, input_fired_time: 0.8768807054, output_fired_time: 0.7889893651, propagate_forward_time: 35.5438499451, propagate_backward_time: 54.2214889526, weight_update_time: 0.1330946684, other_time: 2.7317008972
epoch time: 7.5998811722s, input_fired_time: 0.1130497828, output_fired_time: 0.0000000000, propagate_forward_time: 6.9984259605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884052277
validation[          , genome  4491] predictions:    9615/  10000 (96.15%), best:    9631/10000 (96.31%), error:      1335.81677, best error:      1258.33105 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 93.1334762573s, input_fired_time: 0.8690632582, output_fired_time: 0.7635110617, propagate_forward_time: 35.0822639465, propagate_backward_time: 53.6841354370, weight_update_time: 0.1264258921, other_time: 2.7345008850
epoch time: 7.7258682251s, input_fired_time: 0.1108766943, output_fired_time: 0.0000000000, propagate_forward_time: 7.1476955414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672961235
validation[          , genome  4491] predictions:    9599/  10000 (95.99%), best:    9631/10000 (96.31%), error:      1415.80310, best error:      1258.33105 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 93.6728363037s, input_fired_time: 0.8635076284, output_fired_time: 0.7685613036, propagate_forward_time: 35.2742729187, propagate_backward_time: 54.0373458862, weight_update_time: 0.1247628033, other_time: 2.7291450500
epoch time: 7.5216007233s, input_fired_time: 0.1094619706, output_fired_time: 0.0000000000, propagate_forward_time: 6.9481263161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640126228
validation[          , genome  4491] predictions:    9605/  10000 (96.05%), best:    9631/10000 (96.31%), error:      1337.96899, best error:      1258.33105 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 93.3319778442s, input_fired_time: 0.8684154153, output_fired_time: 0.7683973312, propagate_forward_time: 35.2422142029, propagate_backward_time: 53.7964897156, weight_update_time: 0.1233866289, other_time: 2.6564636230
epoch time: 7.5785284042s, input_fired_time: 0.1101478636, output_fired_time: 0.0000000000, propagate_forward_time: 7.0023164749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660639763
validation[          , genome  4491] predictions:    9593/  10000 (95.93%), best:    9631/10000 (96.31%), error:      1360.82397, best error:      1258.33105 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 94.6667327881s, input_fired_time: 0.8945568800, output_fired_time: 0.7898448706, propagate_forward_time: 35.7868919373, propagate_backward_time: 54.4650459290, weight_update_time: 0.1258510947, other_time: 2.7303924561
epoch time: 7.7322993279s, input_fired_time: 0.1087428778, output_fired_time: 0.0000000000, propagate_forward_time: 7.1389656067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845910072
validation[          , genome  4491] predictions:    9602/  10000 (96.02%), best:    9631/10000 (96.31%), error:      1300.34521, best error:      1258.33105 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 93.9874572754s, input_fired_time: 0.8643375635, output_fired_time: 0.7611027956, propagate_forward_time: 35.5213203430, propagate_backward_time: 54.1691017151, weight_update_time: 0.1332439780, other_time: 2.6716003418
epoch time: 7.7723598480s, input_fired_time: 0.1118953004, output_fired_time: 0.0000000000, propagate_forward_time: 7.1917963028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686684608
validation[          , genome  4491] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1193.89075, best error:      1193.89075 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 93.5900955200s, input_fired_time: 0.8694697022, output_fired_time: 0.7704942822, propagate_forward_time: 35.1620101929, propagate_backward_time: 54.0881385803, weight_update_time: 0.1240229458, other_time: 2.6999855042
epoch time: 7.5773386955s, input_fired_time: 0.1154755875, output_fired_time: 0.0000000000, propagate_forward_time: 6.9735016823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883613586
validation[          , genome  4491] predictions:    9624/  10000 (96.24%), best:    9645/10000 (96.45%), error:      1279.69836, best error:      1193.89075 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 93.4570770264s, input_fired_time: 0.8689576387, output_fired_time: 0.7740153074, propagate_forward_time: 35.1953697205, propagate_backward_time: 53.9599037170, weight_update_time: 0.1241265982, other_time: 2.6588287354
epoch time: 7.6628375053s, input_fired_time: 0.1111609712, output_fired_time: 0.0000000000, propagate_forward_time: 7.0774555206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742212296
validation[          , genome  4491] predictions:    9594/  10000 (95.94%), best:    9645/10000 (96.45%), error:      1354.89197, best error:      1193.89075 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 93.5612258911s, input_fired_time: 0.8574284315, output_fired_time: 0.7717037797, propagate_forward_time: 35.3184700012, propagate_backward_time: 53.9577560425, weight_update_time: 0.1285691112, other_time: 2.6558647156
epoch time: 7.6298322678s, input_fired_time: 0.1115558967, output_fired_time: 0.0000000000, propagate_forward_time: 7.0432286263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750475883
validation[          , genome  4491] predictions:    9641/  10000 (96.41%), best:    9645/10000 (96.45%), error:      1225.58411, best error:      1193.89075 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 93.0689926147s, input_fired_time: 0.8671305180, output_fired_time: 0.7710041404, propagate_forward_time: 35.0489006042, propagate_backward_time: 53.6868629456, weight_update_time: 0.1251509190, other_time: 2.6950912476
epoch time: 7.7658534050s, input_fired_time: 0.1221515760, output_fired_time: 0.0000000000, propagate_forward_time: 7.1678800583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758219719
validation[          , genome  4491] predictions:    9636/  10000 (96.36%), best:    9645/10000 (96.45%), error:      1253.62024, best error:      1193.89075 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 94.7061767578s, input_fired_time: 0.8986012936, output_fired_time: 0.7837035060, propagate_forward_time: 35.6732215881, propagate_backward_time: 54.6402168274, weight_update_time: 0.1247744486, other_time: 2.7104339600
epoch time: 7.7257776260s, input_fired_time: 0.1148898676, output_fired_time: 0.0000000000, propagate_forward_time: 7.1323227882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785647392
validation[          , genome  4491] predictions:    9569/  10000 (95.69%), best:    9645/10000 (96.45%), error:      1413.52112, best error:      1193.89075 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 94.2359542847s, input_fired_time: 0.8714480996, output_fired_time: 0.7872973680, propagate_forward_time: 35.5135993958, propagate_backward_time: 54.3420715332, weight_update_time: 0.1291170418, other_time: 2.7215385437
epoch time: 7.6519665718s, input_fired_time: 0.1108489111, output_fired_time: 0.0000000000, propagate_forward_time: 7.0607185364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4803991318
validation[          , genome  4491] predictions:    9625/  10000 (96.25%), best:    9645/10000 (96.45%), error:      1275.75146, best error:      1193.89075 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 93.8949279785s, input_fired_time: 0.8738970757, output_fired_time: 0.7835651636, propagate_forward_time: 35.3620033264, propagate_backward_time: 54.2138099670, weight_update_time: 0.1237982363, other_time: 2.6616592407
epoch time: 7.6391472816s, input_fired_time: 0.1097215936, output_fired_time: 0.0000000000, propagate_forward_time: 7.0621633530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672622681
validation[          , genome  4491] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1192.74182, best error:      1192.74182 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 94.0030593872s, input_fired_time: 0.8668029904, output_fired_time: 0.7721624374, propagate_forward_time: 35.4389228821, propagate_backward_time: 54.2278785706, weight_update_time: 0.1281357706, other_time: 2.6972885132
epoch time: 7.6312184334s, input_fired_time: 0.1159012020, output_fired_time: 0.0000000000, propagate_forward_time: 7.0536556244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616618156
validation[          , genome  4491] predictions:    9562/  10000 (95.62%), best:    9662/10000 (96.62%), error:      1418.71155, best error:      1192.74182 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 93.0440368652s, input_fired_time: 0.8731023669, output_fired_time: 0.7659999728, propagate_forward_time: 35.0970916748, propagate_backward_time: 53.6039390564, weight_update_time: 0.1254894435, other_time: 2.7039070129
epoch time: 7.7794146538s, input_fired_time: 0.1161978990, output_fired_time: 0.0000000000, propagate_forward_time: 7.1866412163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765753746
validation[          , genome  4491] predictions:    9664/  10000 (96.64%), best:    9664/10000 (96.64%), error:      1159.63879, best error:      1159.63879 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 93.7191696167s, input_fired_time: 0.8707495928, output_fired_time: 0.7684874535, propagate_forward_time: 35.3526649475, propagate_backward_time: 54.0630149841, weight_update_time: 0.1243556216, other_time: 2.6642532349
epoch time: 7.6589589119s, input_fired_time: 0.1090367660, output_fired_time: 0.0000000000, propagate_forward_time: 7.0776019096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723200798
validation[          , genome  4491] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1158.83374, best error:      1158.83374 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 95.2800064087s, input_fired_time: 0.8919348121, output_fired_time: 0.7915357947, propagate_forward_time: 35.8980636597, propagate_backward_time: 54.9585113525, weight_update_time: 0.1338275820, other_time: 2.7399597168
epoch time: 7.6490731239s, input_fired_time: 0.1110687852, output_fired_time: 0.0000000000, propagate_forward_time: 7.0652060509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727983475
validation[          , genome  4491] predictions:    9597/  10000 (95.97%), best:    9668/10000 (96.68%), error:      1442.94629, best error:      1158.83374 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 93.7442169189s, input_fired_time: 0.8762748241, output_fired_time: 0.7787590027, propagate_forward_time: 35.3229484558, propagate_backward_time: 54.0254249573, weight_update_time: 0.1246843562, other_time: 2.7408142090
epoch time: 7.7337555885s, input_fired_time: 0.1102582738, output_fired_time: 0.0000000000, propagate_forward_time: 7.1369676590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865298271
validation[          , genome  4491] predictions:    9655/  10000 (96.55%), best:    9668/10000 (96.68%), error:      1191.36743, best error:      1158.83374 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 93.0949783325s, input_fired_time: 0.8871186972, output_fired_time: 0.7871463895, propagate_forward_time: 35.0655174255, propagate_backward_time: 53.6404457092, weight_update_time: 0.1261056960, other_time: 2.7147521973
epoch time: 7.6859545708s, input_fired_time: 0.1159358770, output_fired_time: 0.0000000000, propagate_forward_time: 7.0916814804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783372879
validation[          , genome  4491] predictions:    9637/  10000 (96.37%), best:    9668/10000 (96.68%), error:      1193.45459, best error:      1158.83374 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 93.7909317017s, input_fired_time: 0.8648243546, output_fired_time: 0.7865624428, propagate_forward_time: 35.3704719543, propagate_backward_time: 54.1352958679, weight_update_time: 0.1227211878, other_time: 2.6337814331
epoch time: 7.6123399734s, input_fired_time: 0.1099281833, output_fired_time: 0.0000000000, propagate_forward_time: 7.0441675186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582443237
validation[          , genome  4491] predictions:    9625/  10000 (96.25%), best:    9668/10000 (96.68%), error:      1284.47046, best error:      1158.83374 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 93.6715240479s, input_fired_time: 0.8825504780, output_fired_time: 0.7672948837, propagate_forward_time: 35.2978363037, propagate_backward_time: 54.0279502869, weight_update_time: 0.1250309348, other_time: 2.6958885193
epoch time: 7.6065778732s, input_fired_time: 0.1097306609, output_fired_time: 0.0000000000, propagate_forward_time: 7.0317902565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650568962
validation[          , genome  4491] predictions:    9597/  10000 (95.97%), best:    9668/10000 (96.68%), error:      1384.99951, best error:      1158.83374 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 93.4782638550s, input_fired_time: 0.8738111258, output_fired_time: 0.7726848722, propagate_forward_time: 35.2649078369, propagate_backward_time: 53.9232101440, weight_update_time: 0.1286336184, other_time: 2.6436538696
epoch time: 7.6239004135s, input_fired_time: 0.1172539964, output_fired_time: 0.0000000000, propagate_forward_time: 7.0348143578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718322754
validation[          , genome  4491] predictions:    9626/  10000 (96.26%), best:    9668/10000 (96.68%), error:      1223.49707, best error:      1158.83374 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 93.9142684937s, input_fired_time: 0.8710946441, output_fired_time: 0.7863451242, propagate_forward_time: 35.3522300720, propagate_backward_time: 54.1978645325, weight_update_time: 0.1248608157, other_time: 2.7067337036
epoch time: 7.5413017273s, input_fired_time: 0.1142097786, output_fired_time: 0.0000000000, propagate_forward_time: 6.9554595947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716324806
validation[          , genome  4491] predictions:    9581/  10000 (95.81%), best:    9668/10000 (96.68%), error:      1371.56006, best error:      1158.83374 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 93.9900512695s, input_fired_time: 0.8891713619, output_fired_time: 0.7812629342, propagate_forward_time: 35.4513244629, propagate_backward_time: 54.1621475220, weight_update_time: 0.1300643235, other_time: 2.7061462402
epoch time: 7.6240730286s, input_fired_time: 0.1121935025, output_fired_time: 0.0000000000, propagate_forward_time: 7.0435199738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683594704
validation[          , genome  4491] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1140.31165, best error:      1140.31165 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 94.1729507446s, input_fired_time: 0.8749350905, output_fired_time: 0.7738556862, propagate_forward_time: 35.4922943115, propagate_backward_time: 54.3240737915, weight_update_time: 0.1247045323, other_time: 2.7077941895
epoch time: 7.7626667023s, input_fired_time: 0.1112727821, output_fired_time: 0.0000000000, propagate_forward_time: 7.1774830818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739108086
validation[          , genome  4491] predictions:    9592/  10000 (95.92%), best:    9658/10000 (96.58%), error:      1356.30066, best error:      1140.31165 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 93.6157836914s, input_fired_time: 0.8788573146, output_fired_time: 0.7765293717, propagate_forward_time: 35.3009300232, propagate_backward_time: 53.9722061157, weight_update_time: 0.1246267706, other_time: 2.6872596741
epoch time: 7.6663470268s, input_fired_time: 0.1107252017, output_fired_time: 0.0000000000, propagate_forward_time: 7.0818867683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737348557
validation[          , genome  4491] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1205.74487, best error:      1140.31165 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 93.5558776855s, input_fired_time: 0.8752906919, output_fired_time: 0.7724030018, propagate_forward_time: 35.2463150024, propagate_backward_time: 53.9520606995, weight_update_time: 0.1249153912, other_time: 2.7098121643
epoch time: 7.6412773132s, input_fired_time: 0.1114249974, output_fired_time: 0.0000000000, propagate_forward_time: 7.0643477440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655046463
validation[          , genome  4491] predictions:    9651/  10000 (96.51%), best:    9658/10000 (96.58%), error:      1223.09985, best error:      1140.31165 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 94.1416015625s, input_fired_time: 0.8690333366, output_fired_time: 0.7702540755, propagate_forward_time: 35.4458541870, propagate_backward_time: 54.3841133118, weight_update_time: 0.1292460859, other_time: 2.6723442078
epoch time: 7.8085403442s, input_fired_time: 0.1239096746, output_fired_time: 0.0000000000, propagate_forward_time: 7.2097172737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749135971
validation[          , genome  4491] predictions:    9618/  10000 (96.18%), best:    9658/10000 (96.58%), error:      1247.55994, best error:      1140.31165 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 94.6096649170s, input_fired_time: 0.9112745523, output_fired_time: 0.7816518545, propagate_forward_time: 35.5770378113, propagate_backward_time: 54.6347618103, weight_update_time: 0.1307936907, other_time: 2.7049331665
epoch time: 7.6667404175s, input_fired_time: 0.1099281013, output_fired_time: 0.0000000000, propagate_forward_time: 7.0902509689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665613174
validation[          , genome  4491] predictions:    9639/  10000 (96.39%), best:    9658/10000 (96.58%), error:      1268.48987, best error:      1140.31165 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 93.2323608398s, input_fired_time: 0.8736379743, output_fired_time: 0.7734026909, propagate_forward_time: 35.1045913696, propagate_backward_time: 53.8092002869, weight_update_time: 0.1252122819, other_time: 2.6715354919
epoch time: 7.5328722000s, input_fired_time: 0.1126402840, output_fired_time: 0.0000000000, propagate_forward_time: 6.9378757477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823560715
validation[          , genome  4491] predictions:    9638/  10000 (96.38%), best:    9658/10000 (96.58%), error:      1240.33997, best error:      1140.31165 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 93.5701217651s, input_fired_time: 0.8774511218, output_fired_time: 0.7708060741, propagate_forward_time: 35.2741127014, propagate_backward_time: 53.9642944336, weight_update_time: 0.1243644357, other_time: 2.6834602356
epoch time: 7.5590915680s, input_fired_time: 0.1135894731, output_fired_time: 0.0000000000, propagate_forward_time: 6.9705057144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749965668
validation[          , genome  4491] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1101.41101, best error:      1101.41101 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 93.6543579102s, input_fired_time: 0.8818349242, output_fired_time: 0.7811997533, propagate_forward_time: 35.3492507935, propagate_backward_time: 53.9646835327, weight_update_time: 0.1251969934, other_time: 2.6773910522
epoch time: 7.5754618645s, input_fired_time: 0.1104592979, output_fired_time: 0.0000000000, propagate_forward_time: 7.0007548332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642477036
validation[          , genome  4491] predictions:    9627/  10000 (96.27%), best:    9690/10000 (96.90%), error:      1250.51855, best error:      1101.41101 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 92.9301300049s, input_fired_time: 0.8859392405, output_fired_time: 0.7693727016, propagate_forward_time: 35.0070343018, propagate_backward_time: 53.5435447693, weight_update_time: 0.1260391027, other_time: 2.7242393494
epoch time: 7.7163634300s, input_fired_time: 0.1118698716, output_fired_time: 0.0000000000, propagate_forward_time: 7.1336340904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708595276
validation[          , genome  4491] predictions:    9660/  10000 (96.60%), best:    9690/10000 (96.90%), error:      1158.20569, best error:      1101.41101 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.3295974731s, input_fired_time: 0.8839026690, output_fired_time: 0.7894759178, propagate_forward_time: 35.5239677429, propagate_backward_time: 54.3771629333, weight_update_time: 0.1325960755, other_time: 2.7550888062
epoch time: 7.7550024986s, input_fired_time: 0.1118536815, output_fired_time: 0.0000000000, propagate_forward_time: 7.1402897835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028591156
validation[          , genome  4491] predictions:    9671/  10000 (96.71%), best:    9690/10000 (96.90%), error:      1102.25366, best error:      1101.41101 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 95.1451950073s, input_fired_time: 0.8903331161, output_fired_time: 0.7911374569, propagate_forward_time: 35.9513511658, propagate_backward_time: 54.8110160828, weight_update_time: 0.1241938919, other_time: 2.7013549805
epoch time: 7.6780924797s, input_fired_time: 0.1124570668, output_fired_time: 0.0000000000, propagate_forward_time: 7.1016130447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640221596
validation[          , genome  4491] predictions:    9656/  10000 (96.56%), best:    9690/10000 (96.90%), error:      1148.71533, best error:      1101.41101 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 93.1808319092s, input_fired_time: 0.8777576685, output_fired_time: 0.7674027681, propagate_forward_time: 35.0710716248, propagate_backward_time: 53.7625656128, weight_update_time: 0.1247587278, other_time: 2.7020378113
epoch time: 8.0354461670s, input_fired_time: 0.1208461672, output_fired_time: 0.0000000000, propagate_forward_time: 7.4173731804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972267151
validation[          , genome  4491] predictions:    9649/  10000 (96.49%), best:    9690/10000 (96.90%), error:      1197.12305, best error:      1101.41101 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 94.2841949463s, input_fired_time: 0.8696475029, output_fired_time: 0.7936572433, propagate_forward_time: 35.5850563049, propagate_backward_time: 54.3252067566, weight_update_time: 0.1242633685, other_time: 2.7106323242
epoch time: 7.7220959663s, input_fired_time: 0.1169590801, output_fired_time: 0.0000000000, propagate_forward_time: 7.1319379807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731988907
validation[          , genome  4491] predictions:    9656/  10000 (96.56%), best:    9690/10000 (96.90%), error:      1164.31091, best error:      1101.41101 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 94.0747833252s, input_fired_time: 0.8688557148, output_fired_time: 0.7712480426, propagate_forward_time: 35.3717269897, propagate_backward_time: 54.3839988708, weight_update_time: 0.1311146021, other_time: 2.6789512634
epoch time: 7.7332763672s, input_fired_time: 0.1179750785, output_fired_time: 0.0000000000, propagate_forward_time: 7.1344618797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4808392525
validation[          , genome  4491] predictions:    9660/  10000 (96.60%), best:    9690/10000 (96.90%), error:      1139.66614, best error:      1101.41101 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 94.0358200073s, input_fired_time: 0.9027855992, output_fired_time: 0.7644233704, propagate_forward_time: 35.4659461975, propagate_backward_time: 54.1881790161, weight_update_time: 0.1246562749, other_time: 2.7144813538
epoch time: 7.6015329361s, input_fired_time: 0.1146969721, output_fired_time: 0.0000000000, propagate_forward_time: 7.0132141113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736218452
validation[          , genome  4491] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1080.84070, best error:      1080.84070 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 94.1560440063s, input_fired_time: 0.8796715736, output_fired_time: 0.7758868337, propagate_forward_time: 35.6359100342, propagate_backward_time: 54.1549606323, weight_update_time: 0.1248999164, other_time: 2.7096176147
epoch time: 7.8005819321s, input_fired_time: 0.1101483926, output_fired_time: 0.0000000000, propagate_forward_time: 7.2122592926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781742096
validation[          , genome  4491] predictions:    9658/  10000 (96.58%), best:    9688/10000 (96.88%), error:      1158.07275, best error:      1080.84070 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 94.7552947998s, input_fired_time: 0.8870795965, output_fired_time: 0.7767294049, propagate_forward_time: 35.7208328247, propagate_backward_time: 54.6599807739, weight_update_time: 0.1234415248, other_time: 2.7106781006
epoch time: 7.5922851563s, input_fired_time: 0.1138448715, output_fired_time: 0.0000000000, propagate_forward_time: 7.0029191971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755210876
validation[          , genome  4491] predictions:    9629/  10000 (96.29%), best:    9688/10000 (96.88%), error:      1255.23718, best error:      1080.84070 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 93.6527175903s, input_fired_time: 0.8798546195, output_fired_time: 0.7711950541, propagate_forward_time: 35.3025627136, propagate_backward_time: 53.9584197998, weight_update_time: 0.1254961938, other_time: 2.7406883240
epoch time: 7.7855539322s, input_fired_time: 0.1322118789, output_fired_time: 0.0000000000, propagate_forward_time: 7.1840844154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692578316
validation[          , genome  4491] predictions:    9670/  10000 (96.70%), best:    9688/10000 (96.88%), error:      1162.27502, best error:      1080.84070 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 93.3880462646s, input_fired_time: 0.9023146033, output_fired_time: 0.7707495689, propagate_forward_time: 35.1750831604, propagate_backward_time: 53.8173751831, weight_update_time: 0.1247223541, other_time: 2.7225227356
epoch time: 7.6567811966s, input_fired_time: 0.1116158813, output_fired_time: 0.0000000000, propagate_forward_time: 7.0702190399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749464989
validation[          , genome  4491] predictions:    9639/  10000 (96.39%), best:    9688/10000 (96.88%), error:      1200.84363, best error:      1080.84070 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 93.9218063354s, input_fired_time: 0.8868876696, output_fired_time: 0.7760710120, propagate_forward_time: 35.4145240784, propagate_backward_time: 54.1865959167, weight_update_time: 0.1241742894, other_time: 2.6577301025
epoch time: 7.6544013023s, input_fired_time: 0.1135676727, output_fired_time: 0.0000000000, propagate_forward_time: 7.0683155060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725179672
validation[          , genome  4491] predictions:    9655/  10000 (96.55%), best:    9688/10000 (96.88%), error:      1208.16016, best error:      1080.84070 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 93.4690246582s, input_fired_time: 0.8912978172, output_fired_time: 0.7671217322, propagate_forward_time: 35.1997680664, propagate_backward_time: 53.9037628174, weight_update_time: 0.1240758970, other_time: 2.7070770264
epoch time: 7.7384719849s, input_fired_time: 0.1196087748, output_fired_time: 0.0000000000, propagate_forward_time: 7.1475429535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713201523
validation[          , genome  4491] predictions:    9666/  10000 (96.66%), best:    9688/10000 (96.88%), error:      1168.67517, best error:      1080.84070 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 94.6381301880s, input_fired_time: 0.9004195929, output_fired_time: 0.7726075649, propagate_forward_time: 35.7164726257, propagate_backward_time: 54.5094604492, weight_update_time: 0.1263764948, other_time: 2.7391700745
epoch time: 7.6771721840s, input_fired_time: 0.1135467961, output_fired_time: 0.0000000000, propagate_forward_time: 7.0841355324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4794898033
validation[          , genome  4491] predictions:    9667/  10000 (96.67%), best:    9688/10000 (96.88%), error:      1116.85791, best error:      1080.84070 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 92.5037612915s, input_fired_time: 0.8872103095, output_fired_time: 0.7566167712, propagate_forward_time: 34.8786811829, propagate_backward_time: 53.2567253113, weight_update_time: 0.1250545532, other_time: 2.7245330811
epoch time: 7.7067465782s, input_fired_time: 0.1114747673, output_fired_time: 0.0000000000, propagate_forward_time: 7.1143474579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809241295
validation[          , genome  4491] predictions:    9665/  10000 (96.65%), best:    9688/10000 (96.88%), error:      1147.13977, best error:      1080.84070 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 93.9044647217s, input_fired_time: 0.8915355206, output_fired_time: 0.7644278407, propagate_forward_time: 35.4294967651, propagate_backward_time: 54.1168556213, weight_update_time: 0.1246106476, other_time: 2.7021522522
epoch time: 7.5991616249s, input_fired_time: 0.1143390685, output_fired_time: 0.0000000000, propagate_forward_time: 7.0143251419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704976082
validation[          , genome  4491] predictions:    9648/  10000 (96.48%), best:    9688/10000 (96.88%), error:      1214.19751, best error:      1080.84070 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 93.3000030518s, input_fired_time: 0.8917276859, output_fired_time: 0.7727308273, propagate_forward_time: 35.1792259216, propagate_backward_time: 53.7409248352, weight_update_time: 0.1256253421, other_time: 2.7153930664
epoch time: 7.6797437668s, input_fired_time: 0.1121988818, output_fired_time: 0.0000000000, propagate_forward_time: 7.0819926262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855523109
validation[          , genome  4491] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1072.27661, best error:      1072.27661 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 94.2352066040s, input_fired_time: 0.8977512717, output_fired_time: 0.7724311352, propagate_forward_time: 35.5476570129, propagate_backward_time: 54.2999496460, weight_update_time: 0.1253396869, other_time: 2.7174186707
epoch time: 7.6621475220s, input_fired_time: 0.1126625091, output_fired_time: 0.0000000000, propagate_forward_time: 7.0759286880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735565186
validation[          , genome  4491] predictions:    9693/  10000 (96.93%), best:    9685/10000 (96.85%), error:      1102.45032, best error:      1072.27661 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 92.9961395264s, input_fired_time: 0.8913331032, output_fired_time: 0.7626586556, propagate_forward_time: 35.0624237061, propagate_backward_time: 53.5765113831, weight_update_time: 0.1253186166, other_time: 2.7032127380
epoch time: 7.5837411880s, input_fired_time: 0.1132773906, output_fired_time: 0.0000000000, propagate_forward_time: 6.9985642433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718995094
validation[          , genome  4491] predictions:    9625/  10000 (96.25%), best:    9685/10000 (96.85%), error:      1299.26294, best error:      1072.27661 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 93.8079299927s, input_fired_time: 0.8917888999, output_fired_time: 0.7725282311, propagate_forward_time: 35.3493309021, propagate_backward_time: 54.0622406006, weight_update_time: 0.1254599243, other_time: 2.7320365906
epoch time: 7.8840603828s, input_fired_time: 0.1177603900, output_fired_time: 0.0000000000, propagate_forward_time: 7.2722935677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940066338
validation[          , genome  4491] predictions:    9684/  10000 (96.84%), best:    9685/10000 (96.85%), error:      1096.51270, best error:      1072.27661 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 93.4527206421s, input_fired_time: 0.8848755956, output_fired_time: 0.7639971972, propagate_forward_time: 35.2309112549, propagate_backward_time: 53.8498001099, weight_update_time: 0.1264292449, other_time: 2.7231369019
epoch time: 7.6972503662s, input_fired_time: 0.1185640842, output_fired_time: 0.0000000000, propagate_forward_time: 7.0991802216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795060158
validation[          , genome  4491] predictions:    9689/  10000 (96.89%), best:    9685/10000 (96.85%), error:      1097.53174, best error:      1072.27661 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 93.1502532959s, input_fired_time: 0.8855952024, output_fired_time: 0.7686602473, propagate_forward_time: 35.1204185486, propagate_backward_time: 53.6886482239, weight_update_time: 0.1333122253, other_time: 2.6869277954
epoch time: 7.6120691299s, input_fired_time: 0.1148864701, output_fired_time: 0.0000000000, propagate_forward_time: 7.0190649033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781179428
validation[          , genome  4491] predictions:    9660/  10000 (96.60%), best:    9685/10000 (96.85%), error:      1152.47644, best error:      1072.27661 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 93.4661026001s, input_fired_time: 0.8857731819, output_fired_time: 0.7655144930, propagate_forward_time: 35.2005538940, propagate_backward_time: 53.9449920654, weight_update_time: 0.1313892156, other_time: 2.6692657471
epoch time: 7.7115235329s, input_fired_time: 0.1179444864, output_fired_time: 0.0000000000, propagate_forward_time: 7.1120581627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815206528
validation[          , genome  4491] predictions:    9679/  10000 (96.79%), best:    9685/10000 (96.85%), error:      1107.46277, best error:      1072.27661 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 93.2638244629s, input_fired_time: 0.8878706694, output_fired_time: 0.7684479952, propagate_forward_time: 35.1326751709, propagate_backward_time: 53.8100204468, weight_update_time: 0.1250830293, other_time: 2.6648101807
epoch time: 7.7076425552s, input_fired_time: 0.1132928953, output_fired_time: 0.0000000000, propagate_forward_time: 7.1340084076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603414536
validation[          , genome  4491] predictions:    9634/  10000 (96.34%), best:    9685/10000 (96.85%), error:      1246.34814, best error:      1072.27661 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 92.9127273560s, input_fired_time: 0.8834493160, output_fired_time: 0.7606863976, propagate_forward_time: 34.9985313416, propagate_backward_time: 53.5967788696, weight_update_time: 0.1261992455, other_time: 2.6732826233
epoch time: 7.7261619568s, input_fired_time: 0.1131482646, output_fired_time: 0.0000000000, propagate_forward_time: 7.1181225777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948911667
validation[          , genome  4491] predictions:    9669/  10000 (96.69%), best:    9685/10000 (96.85%), error:      1105.85767, best error:      1072.27661 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 94.3072967529s, input_fired_time: 0.8901613355, output_fired_time: 0.7785098553, propagate_forward_time: 35.5487976074, propagate_backward_time: 54.3848304749, weight_update_time: 0.1268781871, other_time: 2.7049980164
epoch time: 7.5930066109s, input_fired_time: 0.1159235537, output_fired_time: 0.0000000000, propagate_forward_time: 7.0073599815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697232246
validation[          , genome  4491] predictions:    9671/  10000 (96.71%), best:    9685/10000 (96.85%), error:      1142.93091, best error:      1072.27661 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 93.8968582153s, input_fired_time: 0.8946353197, output_fired_time: 0.7755408287, propagate_forward_time: 35.3996696472, propagate_backward_time: 54.1177558899, weight_update_time: 0.1245137826, other_time: 2.7092514038
epoch time: 7.6983375549s, input_fired_time: 0.1163671017, output_fired_time: 0.0000000000, propagate_forward_time: 7.1032786369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786915779
validation[          , genome  4491] predictions:    9638/  10000 (96.38%), best:    9685/10000 (96.85%), error:      1237.86328, best error:      1072.27661 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 93.0868377686s, input_fired_time: 0.8896363974, output_fired_time: 0.7628999949, propagate_forward_time: 35.1161956787, propagate_backward_time: 53.6222763062, weight_update_time: 0.1244236156, other_time: 2.6958312988
epoch time: 7.5898156166s, input_fired_time: 0.1160193831, output_fired_time: 0.0000000000, propagate_forward_time: 6.9951381683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786581993
validation[          , genome  4491] predictions:    9667/  10000 (96.67%), best:    9685/10000 (96.85%), error:      1081.48877, best error:      1072.27661 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 92.5554199219s, input_fired_time: 0.8932700157, output_fired_time: 0.7675690651, propagate_forward_time: 34.8307533264, propagate_backward_time: 53.3710632324, weight_update_time: 0.1247640550, other_time: 2.6927604675
epoch time: 7.2999424934s, input_fired_time: 0.1104531586, output_fired_time: 0.0000000000, propagate_forward_time: 6.7260413170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634480476
validation[          , genome  4491] predictions:    9682/  10000 (96.82%), best:    9685/10000 (96.85%), error:      1139.36169, best error:      1072.27661 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 93.9215469360s, input_fired_time: 0.8875263929, output_fired_time: 0.7677178979, propagate_forward_time: 35.4127082825, propagate_backward_time: 54.1882705688, weight_update_time: 0.1257915199, other_time: 2.6653251648
epoch time: 7.7060132027s, input_fired_time: 0.1197593883, output_fired_time: 0.0000000000, propagate_forward_time: 7.1099252701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763283730
validation[          , genome  4491] predictions:    9662/  10000 (96.62%), best:    9685/10000 (96.85%), error:      1110.32312, best error:      1072.27661 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 93.0021820068s, input_fired_time: 0.8908731937, output_fired_time: 0.7756043673, propagate_forward_time: 35.0993156433, propagate_backward_time: 53.5364761353, weight_update_time: 0.1260793805, other_time: 2.6999092102
epoch time: 7.6498799324s, input_fired_time: 0.1133734658, output_fired_time: 0.0000000000, propagate_forward_time: 7.0682735443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682331085
validation[          , genome  4491] predictions:    9681/  10000 (96.81%), best:    9685/10000 (96.85%), error:      1170.70642, best error:      1072.27661 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 93.9467086792s, input_fired_time: 0.8952212334, output_fired_time: 0.7865344882, propagate_forward_time: 35.3234062195, propagate_backward_time: 54.2284965515, weight_update_time: 0.1250179708, other_time: 2.7130508423
epoch time: 7.5923495293s, input_fired_time: 0.1147812828, output_fired_time: 0.0000000000, propagate_forward_time: 7.0048866272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726815224
validation[          , genome  4491] predictions:    9676/  10000 (96.76%), best:    9685/10000 (96.85%), error:      1095.29016, best error:      1072.27661 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 93.7116622925s, input_fired_time: 0.8937106133, output_fired_time: 0.7745655775, propagate_forward_time: 35.2931785583, propagate_backward_time: 54.0525512695, weight_update_time: 0.1260929108, other_time: 2.6976585388
epoch time: 7.6726808548s, input_fired_time: 0.1125737652, output_fired_time: 0.0000000000, propagate_forward_time: 7.0747275352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853796959
validation[          , genome  4491] predictions:    9672/  10000 (96.72%), best:    9685/10000 (96.85%), error:      1089.43359, best error:      1072.27661 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 93.8229598999s, input_fired_time: 0.8792340755, output_fired_time: 0.7816515565, propagate_forward_time: 35.3930931091, propagate_backward_time: 54.1166763306, weight_update_time: 0.1231899485, other_time: 2.6523017883
epoch time: 7.6859025955s, input_fired_time: 0.1140032634, output_fired_time: 0.0000000000, propagate_forward_time: 7.1081519127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637475014
validation[          , genome  4491] predictions:    9677/  10000 (96.77%), best:    9685/10000 (96.85%), error:      1130.32092, best error:      1072.27661 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 93.5320587158s, input_fired_time: 0.9022092223, output_fired_time: 0.7822570801, propagate_forward_time: 35.2484931946, propagate_backward_time: 53.9015769958, weight_update_time: 0.1295874566, other_time: 2.6975250244
epoch time: 7.6324958801s, input_fired_time: 0.1136488765, output_fired_time: 0.0000000000, propagate_forward_time: 7.0602059364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586410522
validation[          , genome  4491] predictions:    9663/  10000 (96.63%), best:    9685/10000 (96.85%), error:      1106.94409, best error:      1072.27661 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.1126861572s, input_fired_time: 0.8918319941, output_fired_time: 0.7777734995, propagate_forward_time: 35.5492477417, propagate_backward_time: 54.2051353455, weight_update_time: 0.1245345399, other_time: 2.6887016296
epoch time: 7.6340374947s, input_fired_time: 0.1172884703, output_fired_time: 0.0000000000, propagate_forward_time: 7.0590033531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577455521
validation[          , genome  4491] predictions:    9667/  10000 (96.67%), best:    9685/10000 (96.85%), error:      1162.92432, best error:      1072.27661 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 92.9534454346s, input_fired_time: 0.8879840970, output_fired_time: 0.7774896622, propagate_forward_time: 35.0681037903, propagate_backward_time: 53.5295143127, weight_update_time: 0.1250497103, other_time: 2.6903533936
epoch time: 7.5998826027s, input_fired_time: 0.1156455576, output_fired_time: 0.0000000000, propagate_forward_time: 7.0067844391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774527550
validation[          , genome  4491] predictions:    9688/  10000 (96.88%), best:    9685/10000 (96.85%), error:      1109.05676, best error:      1072.27661 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 93.9809494019s, input_fired_time: 0.9055178165, output_fired_time: 0.7655776739, propagate_forward_time: 35.3517723083, propagate_backward_time: 54.2194328308, weight_update_time: 0.1314270049, other_time: 2.7386474609
epoch time: 7.6952385902s, input_fired_time: 0.1144369692, output_fired_time: 0.0000000000, propagate_forward_time: 7.1075663567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732351303
validation[          , genome  4491] predictions:    9675/  10000 (96.75%), best:    9685/10000 (96.85%), error:      1089.27832, best error:      1072.27661 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 93.6808395386s, input_fired_time: 0.9207862020, output_fired_time: 0.7766800523, propagate_forward_time: 35.3846664429, propagate_backward_time: 53.9060134888, weight_update_time: 0.1248077601, other_time: 2.6926956177
epoch time: 7.7429170609s, input_fired_time: 0.1153103486, output_fired_time: 0.0000000000, propagate_forward_time: 7.1410512924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865555763
validation[          , genome  4491] predictions:    9651/  10000 (96.51%), best:    9685/10000 (96.85%), error:      1218.83679, best error:      1072.27661 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 94.1646118164s, input_fired_time: 0.9002466798, output_fired_time: 0.7769258618, propagate_forward_time: 35.4992713928, propagate_backward_time: 54.2854309082, weight_update_time: 0.1241731197, other_time: 2.7027397156
epoch time: 7.6062383652s, input_fired_time: 0.1127228737, output_fired_time: 0.0000000000, propagate_forward_time: 7.0324835777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610319138
validation[          , genome  4491] predictions:    9666/  10000 (96.66%), best:    9685/10000 (96.85%), error:      1128.90430, best error:      1072.27661 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 93.4356307983s, input_fired_time: 0.8968874216, output_fired_time: 0.7744453549, propagate_forward_time: 35.2302246094, propagate_backward_time: 53.8431358337, weight_update_time: 0.1251397580, other_time: 2.6909370422
epoch time: 7.6682801247s, input_fired_time: 0.1142041013, output_fired_time: 0.0000000000, propagate_forward_time: 7.0887966156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652795792
validation[          , genome  4491] predictions:    9668/  10000 (96.68%), best:    9685/10000 (96.85%), error:      1180.85242, best error:      1072.27661 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 93.5351409912s, input_fired_time: 0.8910157084, output_fired_time: 0.7711826563, propagate_forward_time: 35.1582298279, propagate_backward_time: 54.0205421448, weight_update_time: 0.1249657273, other_time: 2.6941757202
epoch time: 7.6980795860s, input_fired_time: 0.1240110695, output_fired_time: 0.0000000000, propagate_forward_time: 7.1004595757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736089706
validation[          , genome  4491] predictions:    9673/  10000 (96.73%), best:    9685/10000 (96.85%), error:      1122.33569, best error:      1072.27661 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 92.7555160522s, input_fired_time: 0.8949400187, output_fired_time: 0.7633982301, propagate_forward_time: 34.8925666809, propagate_backward_time: 53.5020027161, weight_update_time: 0.1266765743, other_time: 2.7026062012
epoch time: 7.9269323349s, input_fired_time: 0.1192203760, output_fired_time: 0.0000000000, propagate_forward_time: 7.2930483818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146636963
validation[          , genome  4491] predictions:    9649/  10000 (96.49%), best:    9685/10000 (96.85%), error:      1172.86194, best error:      1072.27661 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 95.7989578247s, input_fired_time: 0.9084188938, output_fired_time: 0.8258701563, propagate_forward_time: 36.1056137085, propagate_backward_time: 55.2586364746, weight_update_time: 0.1257420778, other_time: 2.7004241943
epoch time: 7.6612114906s, input_fired_time: 0.1158919707, output_fired_time: 0.0000000000, propagate_forward_time: 7.0890617371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562578201
validation[          , genome  4491] predictions:    9680/  10000 (96.80%), best:    9685/10000 (96.85%), error:      1134.47693, best error:      1072.27661 on epoch:    73, 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: 38.3532104492s, input_fired_time: 0.5695765615, output_fired_time: 0.0000000000, propagate_forward_time: 35.2458038330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5378303528
best training[          , genome  4491] predictions:   49068/  50000 (98.14%), best:    9685/10000 (96.85%), error:      3306.87793, best error:      1072.27661 on epoch:    73, 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: 7.7474908829s, input_fired_time: 0.1132707819, output_fired_time: 0.0000000000, propagate_forward_time: 7.1649289131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692912102
   testing[          , genome  4491] predictions:    9683/  10000 (96.83%), best:    9685/10000 (96.85%), error:      1059.63989, best error:      1072.27661 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:19:01 (5112): called boinc_finish(0)

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