Nameexact_genome_1512568488_41_5566_0
Workunit2599118
Created7 Dec 2017, 15:26:12 UTC
Sent7 Dec 2017, 15:27:45 UTC
Report deadline12 Dec 2017, 8:41:21 UTC
Received9 Dec 2017, 8:41:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 43 min 14 sec
CPU time2 hours 38 min 28 sec
Validate stateValid
Credit1,179.45
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.21 MB
Peak swap size152.64 MB
Peak disk usage1.54 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1308934540, output_fired_time: 0.0000000000, propagate_forward_time: 6.1472597122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030345917
validation[          , genome  5566] predictions:    9579/  10000 (95.79%), best:    9614/10000 (96.14%), error:      1413.25403, best error:      1317.14172 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 85.9305801392s, input_fired_time: 1.0623364449, output_fired_time: 1.0813328028, propagate_forward_time: 31.3163490295, propagate_backward_time: 49.6245155334, weight_update_time: 0.1557329893, other_time: 2.8460464478
epoch time: 6.9474511147s, input_fired_time: 0.1344972849, output_fired_time: 0.0000000000, propagate_forward_time: 6.3112449646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017089844
validation[          , genome  5566] predictions:    9598/  10000 (95.98%), best:    9598/10000 (95.98%), error:      1308.77515, best error:      1308.77515 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 87.1646041870s, input_fired_time: 1.0743565559, output_fired_time: 1.1030442715, propagate_forward_time: 31.8967151642, propagate_backward_time: 50.2650527954, weight_update_time: 0.1565587372, other_time: 2.8254394531
epoch time: 6.8944339752s, input_fired_time: 0.1337969899, output_fired_time: 0.0000000000, propagate_forward_time: 6.2597589493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008778572
validation[          , genome  5566] predictions:    9609/  10000 (96.09%), best:    9598/10000 (95.98%), error:      1320.45532, best error:      1308.77515 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 86.8560104370s, input_fired_time: 1.0646737814, output_fired_time: 1.0887961388, propagate_forward_time: 31.7723598480, propagate_backward_time: 50.0960731506, weight_update_time: 0.1565470994, other_time: 2.8341026306
epoch time: 6.9470243454s, input_fired_time: 0.1332008988, output_fired_time: 0.0000000000, propagate_forward_time: 6.3013472557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124759674
validation[          , genome  5566] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1257.77991, best error:      1257.77991 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 87.0760498047s, input_fired_time: 1.0772610903, output_fired_time: 1.0952965021, propagate_forward_time: 31.8350582123, propagate_backward_time: 50.2351760864, weight_update_time: 0.1572168022, other_time: 2.8332519531
epoch time: 7.0844249725s, input_fired_time: 0.1349313557, output_fired_time: 0.0000000000, propagate_forward_time: 6.4393911362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5101022720
validation[          , genome  5566] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1206.29370, best error:      1206.29370 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 86.6187744141s, input_fired_time: 1.0748392344, output_fired_time: 1.0871038437, propagate_forward_time: 31.6113300323, propagate_backward_time: 49.9914817810, weight_update_time: 0.1557953060, other_time: 2.8540229797
epoch time: 7.1270008087s, input_fired_time: 0.1369653642, output_fired_time: 0.0000000000, propagate_forward_time: 6.4757170677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143184662
validation[          , genome  5566] predictions:    9587/  10000 (95.87%), best:    9651/10000 (96.51%), error:      1382.21045, best error:      1206.29370 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 87.3192825317s, input_fired_time: 1.0791000128, output_fired_time: 1.0896137953, propagate_forward_time: 31.9539394379, propagate_backward_time: 50.3586311340, weight_update_time: 0.1573373973, other_time: 2.8379936218
epoch time: 6.9923434258s, input_fired_time: 0.1324556321, output_fired_time: 0.0000000000, propagate_forward_time: 6.3529019356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069856644
validation[          , genome  5566] predictions:    9645/  10000 (96.45%), best:    9651/10000 (96.51%), error:      1235.45593, best error:      1206.29370 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 86.5243988037s, input_fired_time: 1.0719770193, output_fired_time: 1.0882161856, propagate_forward_time: 31.6680507660, propagate_backward_time: 49.8863563538, weight_update_time: 0.1550864726, other_time: 2.8097953796
epoch time: 7.0279083252s, input_fired_time: 0.1338682622, output_fired_time: 0.0000000000, propagate_forward_time: 6.3775606155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164794922
validation[          , genome  5566] predictions:    9578/  10000 (95.78%), best:    9651/10000 (96.51%), error:      1412.64978, best error:      1206.29370 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 83.9423446655s, input_fired_time: 1.0401428938, output_fired_time: 1.0513920784, propagate_forward_time: 30.7389125824, propagate_backward_time: 48.3380546570, weight_update_time: 0.1506004035, other_time: 2.7738380432
epoch time: 7.0165905952s, input_fired_time: 0.1351806074, output_fired_time: 0.0000000000, propagate_forward_time: 6.3711729050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102372169
validation[          , genome  5566] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1175.84155, best error:      1175.84155 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 86.7146453857s, input_fired_time: 1.0723670721, output_fired_time: 1.0867227316, propagate_forward_time: 31.7706203461, propagate_backward_time: 49.9604072571, weight_update_time: 0.1539562643, other_time: 2.8245277405
epoch time: 6.8371996880s, input_fired_time: 0.1330299079, output_fired_time: 0.0000000000, propagate_forward_time: 6.2077951431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963746071
validation[          , genome  5566] predictions:    9644/  10000 (96.44%), best:    9647/10000 (96.47%), error:      1228.10840, best error:      1175.84155 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 86.3022308350s, input_fired_time: 1.0696007013, output_fired_time: 1.0818870068, propagate_forward_time: 31.4039630890, propagate_backward_time: 49.9066581726, weight_update_time: 0.1564055383, other_time: 2.8401222229
epoch time: 7.0901885033s, input_fired_time: 0.1354517490, output_fired_time: 0.0000000000, propagate_forward_time: 6.4449825287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097541809
validation[          , genome  5566] predictions:    9635/  10000 (96.35%), best:    9647/10000 (96.47%), error:      1224.96411, best error:      1175.84155 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 85.9579010010s, input_fired_time: 1.0591413975, output_fired_time: 1.0794184208, propagate_forward_time: 31.3848781586, propagate_backward_time: 49.6375999451, weight_update_time: 0.1536680758, other_time: 2.7968559265
epoch time: 7.0966639519s, input_fired_time: 0.1337978840, output_fired_time: 0.0000000000, propagate_forward_time: 6.4581208229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047450066
validation[          , genome  5566] predictions:    9641/  10000 (96.41%), best:    9647/10000 (96.47%), error:      1188.70801, best error:      1175.84155 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 87.4658355713s, input_fired_time: 1.0828465223, output_fired_time: 1.1012802124, propagate_forward_time: 32.0602874756, propagate_backward_time: 50.4092178345, weight_update_time: 0.1553394347, other_time: 2.8122024536
epoch time: 7.0506687164s, input_fired_time: 0.1359284818, output_fired_time: 0.0000000000, propagate_forward_time: 6.4066848755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080552101
validation[          , genome  5566] predictions:    9573/  10000 (95.73%), best:    9647/10000 (96.47%), error:      1358.56226, best error:      1175.84155 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 86.7715301514s, input_fired_time: 1.0774468184, output_fired_time: 1.0883703232, propagate_forward_time: 31.7546062469, propagate_backward_time: 50.0238876343, weight_update_time: 0.1564808190, other_time: 2.8272171021
epoch time: 6.6440162659s, input_fired_time: 0.1272897571, output_fired_time: 0.0000000000, propagate_forward_time: 6.0284814835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882450104
validation[          , genome  5566] predictions:    9639/  10000 (96.39%), best:    9647/10000 (96.47%), error:      1241.07495, best error:      1175.84155 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 86.7220306396s, input_fired_time: 1.0748277903, output_fired_time: 1.0857007504, propagate_forward_time: 31.7622108459, propagate_backward_time: 49.9644584656, weight_update_time: 0.1552124768, other_time: 2.8348312378
epoch time: 7.0014095306s, input_fired_time: 0.1333094984, output_fired_time: 0.0000000000, propagate_forward_time: 6.3635225296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045776367
validation[          , genome  5566] predictions:    9660/  10000 (96.60%), best:    9660/10000 (96.60%), error:      1158.31470, best error:      1158.31470 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 86.6708374023s, input_fired_time: 1.0710053444, output_fired_time: 1.0880885124, propagate_forward_time: 31.6553840637, propagate_backward_time: 50.0321273804, weight_update_time: 0.1546591371, other_time: 2.8242301941
epoch time: 7.0149021149s, input_fired_time: 0.1360630244, output_fired_time: 0.0000000000, propagate_forward_time: 6.3679823875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108566284
validation[          , genome  5566] predictions:    9611/  10000 (96.11%), best:    9660/10000 (96.60%), error:      1292.85364, best error:      1158.31470 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 86.1423721313s, input_fired_time: 1.0665192604, output_fired_time: 1.0868493319, propagate_forward_time: 31.3690547943, propagate_backward_time: 49.7974815369, weight_update_time: 0.1569116265, other_time: 2.8224601746
epoch time: 6.9417815208s, input_fired_time: 0.1368678063, output_fired_time: 0.0000000000, propagate_forward_time: 6.2884049416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165085793
validation[          , genome  5566] predictions:    9573/  10000 (95.73%), best:    9660/10000 (96.60%), error:      1353.22229, best error:      1158.31470 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 86.8976440430s, input_fired_time: 1.0770432949, output_fired_time: 1.0959248543, propagate_forward_time: 31.7147121429, propagate_backward_time: 50.1560020447, weight_update_time: 0.1563276201, other_time: 2.8539619446
epoch time: 6.9964580536s, input_fired_time: 0.1334399581, output_fired_time: 0.0000000000, propagate_forward_time: 6.3501548767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128631592
validation[          , genome  5566] predictions:    9642/  10000 (96.42%), best:    9660/10000 (96.60%), error:      1178.96436, best error:      1158.31470 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 86.0286407471s, input_fired_time: 1.0686142445, output_fired_time: 1.0826594830, propagate_forward_time: 31.3799209595, propagate_backward_time: 49.6698112488, weight_update_time: 0.1539734900, other_time: 2.8276405334
epoch time: 6.7277979851s, input_fired_time: 0.1346998215, output_fired_time: 0.0000000000, propagate_forward_time: 6.0978817940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952163696
validation[          , genome  5566] predictions:    9662/  10000 (96.62%), best:    9662/10000 (96.62%), error:      1138.51050, best error:      1138.51050 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.7776184082s, input_fired_time: 1.0713759661, output_fired_time: 1.0726259947, propagate_forward_time: 31.3163967133, propagate_backward_time: 49.4953269958, weight_update_time: 0.1531344354, other_time: 2.8218955994
epoch time: 7.1123447418s, input_fired_time: 0.1358701885, output_fired_time: 0.0000000000, propagate_forward_time: 6.4593062401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5171685219
validation[          , genome  5566] predictions:    9636/  10000 (96.36%), best:    9662/10000 (96.62%), error:      1242.05969, best error:      1138.51050 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 87.0000534058s, input_fired_time: 1.0804786682, output_fired_time: 1.0884498358, propagate_forward_time: 31.8292045593, propagate_backward_time: 50.1545486450, weight_update_time: 0.1585861295, other_time: 2.8473701477
epoch time: 6.9567384720s, input_fired_time: 0.1323857456, output_fired_time: 0.0000000000, propagate_forward_time: 6.3144087791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099439621
validation[          , genome  5566] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1099.76501, best error:      1099.76501 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 86.3789291382s, input_fired_time: 1.0796729326, output_fired_time: 1.0903656483, propagate_forward_time: 31.5922813416, propagate_backward_time: 49.8131141663, weight_update_time: 0.1545109600, other_time: 2.8034973145
epoch time: 7.0026211739s, input_fired_time: 0.1376300156, output_fired_time: 0.0000000000, propagate_forward_time: 6.3528342247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5121569633
validation[          , genome  5566] predictions:    9662/  10000 (96.62%), best:    9667/10000 (96.67%), error:      1132.38733, best error:      1099.76501 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 86.8583526611s, input_fired_time: 1.0802963972, output_fired_time: 1.0827742815, propagate_forward_time: 31.7449398041, propagate_backward_time: 50.1185073853, weight_update_time: 0.1559377611, other_time: 2.8318328857
epoch time: 6.9666261673s, input_fired_time: 0.1350639164, output_fired_time: 0.0000000000, propagate_forward_time: 6.3273291588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042328835
validation[          , genome  5566] predictions:    9634/  10000 (96.34%), best:    9667/10000 (96.67%), error:      1227.16138, best error:      1099.76501 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 85.8812713623s, input_fired_time: 1.0825682878, output_fired_time: 1.0788465738, propagate_forward_time: 31.4753818512, propagate_backward_time: 49.4460258484, weight_update_time: 0.1545861214, other_time: 2.7984504700
epoch time: 6.8736400604s, input_fired_time: 0.1342203021, output_fired_time: 0.0000000000, propagate_forward_time: 6.2257351875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136847496
validation[          , genome  5566] predictions:    9642/  10000 (96.42%), best:    9667/10000 (96.67%), error:      1142.95715, best error:      1099.76501 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 86.1585388184s, input_fired_time: 1.0811570883, output_fired_time: 1.0838143826, propagate_forward_time: 31.5287380219, propagate_backward_time: 49.6416282654, weight_update_time: 0.1555285752, other_time: 2.8232002258
epoch time: 6.9300632477s, input_fired_time: 0.1341624409, output_fired_time: 0.0000000000, propagate_forward_time: 6.2959604263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999403954
validation[          , genome  5566] predictions:    9658/  10000 (96.58%), best:    9667/10000 (96.67%), error:      1115.58362, best error:      1099.76501 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 87.5695877075s, input_fired_time: 1.0859521627, output_fired_time: 1.1002873182, propagate_forward_time: 32.0353927612, propagate_backward_time: 50.4951667786, weight_update_time: 0.1564105153, other_time: 2.8527870178
epoch time: 6.8880476952s, input_fired_time: 0.1346392483, output_fired_time: 0.0000000000, propagate_forward_time: 6.2494435310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039649010
validation[          , genome  5566] predictions:    9646/  10000 (96.46%), best:    9667/10000 (96.67%), error:      1201.05298, best error:      1099.76501 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 86.4862289429s, input_fired_time: 1.0767205954, output_fired_time: 1.0863648653, propagate_forward_time: 31.5343971252, propagate_backward_time: 49.9587554932, weight_update_time: 0.1569046825, other_time: 2.8299903870
epoch time: 6.6623392105s, input_fired_time: 0.1295401752, output_fired_time: 0.0000000000, propagate_forward_time: 6.0270075798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5057916641
validation[          , genome  5566] predictions:    9530/  10000 (95.30%), best:    9667/10000 (96.67%), error:      1489.85095, best error:      1099.76501 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 85.9693222046s, input_fired_time: 1.0781998634, output_fired_time: 1.0826092958, propagate_forward_time: 31.3881454468, propagate_backward_time: 49.6126937866, weight_update_time: 0.1529438496, other_time: 2.8076705933
epoch time: 7.0212779045s, input_fired_time: 0.1351699382, output_fired_time: 0.0000000000, propagate_forward_time: 6.3873291016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987788200
validation[          , genome  5566] predictions:    9616/  10000 (96.16%), best:    9667/10000 (96.67%), error:      1258.46094, best error:      1099.76501 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 86.9782180786s, input_fired_time: 1.0784881115, output_fired_time: 1.0827751160, propagate_forward_time: 31.8142871857, propagate_backward_time: 50.1815376282, weight_update_time: 0.1555459350, other_time: 2.8211326599
epoch time: 6.7607603073s, input_fired_time: 0.1337141395, output_fired_time: 0.0000000000, propagate_forward_time: 6.1250810623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5019650459
validation[          , genome  5566] predictions:    9565/  10000 (95.65%), best:    9667/10000 (96.67%), error:      1392.15369, best error:      1099.76501 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 86.5973281860s, input_fired_time: 1.0798171759, output_fired_time: 1.0839266777, propagate_forward_time: 31.6480731964, propagate_backward_time: 49.9701805115, weight_update_time: 0.1566024274, other_time: 2.8153343201
epoch time: 7.0168662071s, input_fired_time: 0.1367966235, output_fired_time: 0.0000000000, propagate_forward_time: 6.3653693199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147004128
validation[          , genome  5566] predictions:    9637/  10000 (96.37%), best:    9667/10000 (96.67%), error:      1185.95386, best error:      1099.76501 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 86.4242095947s, input_fired_time: 1.0801577568, output_fired_time: 1.0816020966, propagate_forward_time: 31.6335449219, propagate_backward_time: 49.8162612915, weight_update_time: 0.1556198597, other_time: 2.8126449585
epoch time: 7.0374479294s, input_fired_time: 0.1350030005, output_fired_time: 0.0000000000, propagate_forward_time: 6.3918433189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106015205
validation[          , genome  5566] predictions:    9661/  10000 (96.61%), best:    9667/10000 (96.67%), error:      1142.65332, best error:      1099.76501 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 87.0956420898s, input_fired_time: 1.0915558338, output_fired_time: 1.0938700438, propagate_forward_time: 31.8116397858, propagate_backward_time: 50.2478599548, weight_update_time: 0.1584477127, other_time: 2.8507194519
epoch time: 7.1048974991s, input_fired_time: 0.1372182369, output_fired_time: 0.0000000000, propagate_forward_time: 6.4604458809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072331429
validation[          , genome  5566] predictions:    9663/  10000 (96.63%), best:    9663/10000 (96.63%), error:      1086.71570, best error:      1086.71570 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 87.1592254639s, input_fired_time: 1.0860430002, output_fired_time: 1.0843870640, propagate_forward_time: 31.9559917450, propagate_backward_time: 50.2080421448, weight_update_time: 0.1563027948, other_time: 2.8247566223
epoch time: 6.9374656677s, input_fired_time: 0.1352901012, output_fired_time: 0.0000000000, propagate_forward_time: 6.2993874550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027880669
validation[          , genome  5566] predictions:    9601/  10000 (96.01%), best:    9663/10000 (96.63%), error:      1278.20520, best error:      1086.71570 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 87.4375000000s, input_fired_time: 1.0935558081, output_fired_time: 1.0976872444, propagate_forward_time: 32.0736846924, propagate_backward_time: 50.3416938782, weight_update_time: 0.1589899957, other_time: 2.8308753967
epoch time: 6.9716954231s, input_fired_time: 0.1384198219, output_fired_time: 0.0000000000, propagate_forward_time: 6.3102478981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230278969
validation[          , genome  5566] predictions:    9617/  10000 (96.17%), best:    9663/10000 (96.63%), error:      1263.83923, best error:      1086.71570 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.1626205444s, input_fired_time: 1.0774682760, output_fired_time: 1.0732368231, propagate_forward_time: 31.4407672882, propagate_backward_time: 49.7490463257, weight_update_time: 0.1558762789, other_time: 2.8221054077
epoch time: 6.8396291733s, input_fired_time: 0.1328518093, output_fired_time: 0.0000000000, propagate_forward_time: 6.2081823349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985952377
validation[          , genome  5566] predictions:    9653/  10000 (96.53%), best:    9663/10000 (96.63%), error:      1133.45471, best error:      1086.71570 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 85.4700317383s, input_fired_time: 1.0751377344, output_fired_time: 1.0667744875, propagate_forward_time: 31.1371479034, propagate_backward_time: 49.3788299561, weight_update_time: 0.1531463116, other_time: 2.8121490479
epoch time: 7.1994891167s, input_fired_time: 0.1395963430, output_fired_time: 0.0000000000, propagate_forward_time: 6.5470170975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128755569
validation[          , genome  5566] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1072.75818, best error:      1072.75818 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 86.6318206787s, input_fired_time: 1.0860685110, output_fired_time: 1.0850254297, propagate_forward_time: 31.7249202728, propagate_backward_time: 49.9226264954, weight_update_time: 0.1541957855, other_time: 2.8131828308
epoch time: 6.8175182343s, input_fired_time: 0.1370383799, output_fired_time: 0.0000000000, propagate_forward_time: 6.1673226357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5131573677
validation[          , genome  5566] predictions:    9655/  10000 (96.55%), best:    9685/10000 (96.85%), error:      1147.92297, best error:      1072.75818 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 87.1108856201s, input_fired_time: 1.0887310505, output_fired_time: 1.0907870531, propagate_forward_time: 31.9265460968, propagate_backward_time: 50.1886825562, weight_update_time: 0.1550789624, other_time: 2.8161392212
epoch time: 7.1153831482s, input_fired_time: 0.1366599649, output_fired_time: 0.0000000000, propagate_forward_time: 6.4627690315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159540176
validation[          , genome  5566] predictions:    9652/  10000 (96.52%), best:    9685/10000 (96.85%), error:      1119.27258, best error:      1072.75818 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 87.3574142456s, input_fired_time: 1.0869470835, output_fired_time: 1.0971455574, propagate_forward_time: 32.0339813232, propagate_backward_time: 50.3105583191, weight_update_time: 0.1560700238, other_time: 2.8287849426
epoch time: 6.7681350708s, input_fired_time: 0.1333611608, output_fired_time: 0.0000000000, propagate_forward_time: 6.1341781616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005955696
validation[          , genome  5566] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1046.86206, best error:      1046.86206 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 86.5137710571s, input_fired_time: 1.0797742605, output_fired_time: 1.0850239992, propagate_forward_time: 31.5992126465, propagate_backward_time: 49.9140892029, weight_update_time: 0.1545749158, other_time: 2.8356742859
epoch time: 7.0410752296s, input_fired_time: 0.1371999681, output_fired_time: 0.0000000000, propagate_forward_time: 6.3943448067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095305443
validation[          , genome  5566] predictions:    9657/  10000 (96.57%), best:    9679/10000 (96.79%), error:      1149.09827, best error:      1046.86206 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.1132507324s, input_fired_time: 1.0915014744, output_fired_time: 1.0926966667, propagate_forward_time: 31.9706878662, propagate_backward_time: 50.1239166260, weight_update_time: 0.1553425342, other_time: 2.8344497681
epoch time: 6.8916988373s, input_fired_time: 0.1357259601, output_fired_time: 0.0000000000, propagate_forward_time: 6.2507386208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052342415
validation[          , genome  5566] predictions:    9657/  10000 (96.57%), best:    9679/10000 (96.79%), error:      1123.64771, best error:      1046.86206 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 87.4697952271s, input_fired_time: 1.0902535915, output_fired_time: 1.1016367674, propagate_forward_time: 32.0393714905, propagate_backward_time: 50.3913803101, weight_update_time: 0.1569086909, other_time: 2.8471488953
epoch time: 6.9650177956s, input_fired_time: 0.1363358647, output_fired_time: 0.0000000000, propagate_forward_time: 6.3230633736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056185722
validation[          , genome  5566] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       992.89093, best error:       992.89093 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 87.4824142456s, input_fired_time: 1.0934393406, output_fired_time: 1.0862939358, propagate_forward_time: 32.0110130310, propagate_backward_time: 50.4405555725, weight_update_time: 0.1565044522, other_time: 2.8511123657
epoch time: 7.1287841797s, input_fired_time: 0.1365277171, output_fired_time: 0.0000000000, propagate_forward_time: 6.4825839996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096726418
validation[          , genome  5566] predictions:    9686/  10000 (96.86%), best:    9704/10000 (97.04%), error:      1085.95947, best error:       992.89093 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 85.8833389282s, input_fired_time: 1.0769294500, output_fired_time: 1.0762274265, propagate_forward_time: 31.3208560944, propagate_backward_time: 49.6065368652, weight_update_time: 0.1535895020, other_time: 2.8027954102
epoch time: 7.0790934563s, input_fired_time: 0.1375863701, output_fired_time: 0.0000000000, propagate_forward_time: 6.4276070595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138998032
validation[          , genome  5566] predictions:    9315/  10000 (93.15%), best:    9704/10000 (97.04%), error:      2055.91553, best error:       992.89093 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 87.7230682373s, input_fired_time: 1.0918984413, output_fired_time: 1.1020458937, propagate_forward_time: 32.1519966125, propagate_backward_time: 50.5234718323, weight_update_time: 0.1595023423, other_time: 2.8536605835
epoch time: 7.0564408302s, input_fired_time: 0.1397531182, output_fired_time: 0.0000000000, propagate_forward_time: 6.4066681862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100193024
validation[          , genome  5566] predictions:    9627/  10000 (96.27%), best:    9704/10000 (97.04%), error:      1258.63611, best error:       992.89093 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 86.5336608887s, input_fired_time: 1.0854852200, output_fired_time: 1.0867419243, propagate_forward_time: 31.5486125946, propagate_backward_time: 49.9785614014, weight_update_time: 0.1564114541, other_time: 2.8342590332
epoch time: 6.9612646103s, input_fired_time: 0.1362548769, output_fired_time: 0.0000000000, propagate_forward_time: 6.3221077919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029020309
validation[          , genome  5566] predictions:    9678/  10000 (96.78%), best:    9704/10000 (97.04%), error:      1049.67859, best error:       992.89093 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 86.6998367310s, input_fired_time: 1.0906805992, output_fired_time: 1.0871143341, propagate_forward_time: 31.7390060425, propagate_backward_time: 49.9704055786, weight_update_time: 0.1557200700, other_time: 2.8126296997
epoch time: 7.0421838760s, input_fired_time: 0.1359347254, output_fired_time: 0.0000000000, propagate_forward_time: 6.3993721008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068769455
validation[          , genome  5566] predictions:    9695/  10000 (96.95%), best:    9704/10000 (97.04%), error:      1035.55676, best error:       992.89093 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 87.0407638550s, input_fired_time: 1.0936242342, output_fired_time: 1.0910334587, propagate_forward_time: 31.8048114777, propagate_backward_time: 50.2221908569, weight_update_time: 0.1569611728, other_time: 2.8291015625
epoch time: 7.1502952576s, input_fired_time: 0.1403825283, output_fired_time: 0.0000000000, propagate_forward_time: 6.4880857468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5218267441
validation[          , genome  5566] predictions:    9603/  10000 (96.03%), best:    9704/10000 (97.04%), error:      1279.18445, best error:       992.89093 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 86.8140411377s, input_fired_time: 1.0885205269, output_fired_time: 1.0873994827, propagate_forward_time: 31.7212562561, propagate_backward_time: 50.0831680298, weight_update_time: 0.1567498147, other_time: 2.8336906433
epoch time: 6.9956727028s, input_fired_time: 0.1390011758, output_fired_time: 0.0000000000, propagate_forward_time: 6.3479876518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5086836815
validation[          , genome  5566] predictions:    9669/  10000 (96.69%), best:    9704/10000 (97.04%), error:      1081.38525, best error:       992.89093 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 86.7435455322s, input_fired_time: 1.0881408453, output_fired_time: 1.0839685202, propagate_forward_time: 31.7240276337, propagate_backward_time: 50.0081214905, weight_update_time: 0.1563571393, other_time: 2.8392829895
epoch time: 7.1320185661s, input_fired_time: 0.1363403052, output_fired_time: 0.0000000000, propagate_forward_time: 6.4859499931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097284317
validation[          , genome  5566] predictions:    9660/  10000 (96.60%), best:    9704/10000 (97.04%), error:      1107.08167, best error:       992.89093 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 86.3278961182s, input_fired_time: 1.0822540522, output_fired_time: 1.0871655941, propagate_forward_time: 31.5820846558, propagate_backward_time: 49.7492904663, weight_update_time: 0.1565974653, other_time: 2.8271026611
epoch time: 7.2621121407s, input_fired_time: 0.1409074664, output_fired_time: 0.0000000000, propagate_forward_time: 6.6060347557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151700974
validation[          , genome  5566] predictions:    9671/  10000 (96.71%), best:    9704/10000 (97.04%), error:      1088.48389, best error:       992.89093 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 87.0767517090s, input_fired_time: 1.0850793123, output_fired_time: 1.0803527832, propagate_forward_time: 31.8684253693, propagate_backward_time: 50.2202873230, weight_update_time: 0.1552195847, other_time: 2.8226051331
epoch time: 7.2415847778s, input_fired_time: 0.1404262185, output_fired_time: 0.0000000000, propagate_forward_time: 6.5856695175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154891014
validation[          , genome  5566] predictions:    9660/  10000 (96.60%), best:    9704/10000 (97.04%), error:      1082.47400, best error:       992.89093 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.4670639038s, input_fired_time: 1.0838272572, output_fired_time: 1.0875555277, propagate_forward_time: 31.6139774323, propagate_backward_time: 49.8741455078, weight_update_time: 0.1559394896, other_time: 2.8075637817
epoch time: 7.0945110321s, input_fired_time: 0.1395060271, output_fired_time: 0.0000000000, propagate_forward_time: 6.4402332306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147719383
validation[          , genome  5566] predictions:    9622/  10000 (96.22%), best:    9704/10000 (97.04%), error:      1187.40295, best error:       992.89093 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 86.9125518799s, input_fired_time: 1.0953338146, output_fired_time: 1.0862722397, propagate_forward_time: 31.7227325439, propagate_backward_time: 50.1595649719, weight_update_time: 0.1572630256, other_time: 2.8486442566
epoch time: 6.9024806023s, input_fired_time: 0.1382626444, output_fired_time: 0.0000000000, propagate_forward_time: 6.2559828758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082349777
validation[          , genome  5566] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       987.27148, best error:       987.27148 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 86.2708435059s, input_fired_time: 1.0836310387, output_fired_time: 1.0860161781, propagate_forward_time: 31.5912704468, propagate_backward_time: 49.7061576843, weight_update_time: 0.1535155177, other_time: 2.8037681580
epoch time: 6.9083185196s, input_fired_time: 0.1365865171, output_fired_time: 0.0000000000, propagate_forward_time: 6.2679643631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037674904
validation[          , genome  5566] predictions:    9620/  10000 (96.20%), best:    9708/10000 (97.08%), error:      1227.56567, best error:       987.27148 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 87.3916549683s, input_fired_time: 1.0949800014, output_fired_time: 1.0901701450, propagate_forward_time: 31.8919563293, propagate_backward_time: 50.4685325623, weight_update_time: 0.1588541418, other_time: 2.8460159302
epoch time: 6.9968171120s, input_fired_time: 0.1374399066, output_fired_time: 0.0000000000, propagate_forward_time: 6.3597106934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996666908
validation[          , genome  5566] predictions:    9666/  10000 (96.66%), best:    9708/10000 (97.08%), error:      1116.75940, best error:       987.27148 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 86.0962295532s, input_fired_time: 1.0922359228, output_fired_time: 1.0790678263, propagate_forward_time: 31.5478134155, propagate_backward_time: 49.5553741455, weight_update_time: 0.1540697813, other_time: 2.8217315674
epoch time: 7.0533237457s, input_fired_time: 0.1381638050, output_fired_time: 0.0000000000, propagate_forward_time: 6.4026823044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124778748
validation[          , genome  5566] predictions:    9676/  10000 (96.76%), best:    9708/10000 (97.08%), error:      1056.44666, best error:       987.27148 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 86.9087219238s, input_fired_time: 1.0953589678, output_fired_time: 1.0919812918, propagate_forward_time: 31.7038021088, propagate_backward_time: 50.1970558167, weight_update_time: 0.1577950269, other_time: 2.8205223083
epoch time: 6.9684438705s, input_fired_time: 0.1368883699, output_fired_time: 0.0000000000, propagate_forward_time: 6.3228263855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087289810
validation[          , genome  5566] predictions:    9645/  10000 (96.45%), best:    9708/10000 (97.08%), error:      1156.91003, best error:       987.27148 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 87.0471954346s, input_fired_time: 1.0956045389, output_fired_time: 1.0901093483, propagate_forward_time: 31.7726402283, propagate_backward_time: 50.2492637634, weight_update_time: 0.1549396068, other_time: 2.8395767212
epoch time: 7.0792751312s, input_fired_time: 0.1420475245, output_fired_time: 0.0000000000, propagate_forward_time: 6.4313297272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058979988
validation[          , genome  5566] predictions:    9664/  10000 (96.64%), best:    9708/10000 (97.08%), error:      1096.18335, best error:       987.27148 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 85.7516403198s, input_fired_time: 1.0802338123, output_fired_time: 1.0743725300, propagate_forward_time: 31.2420349121, propagate_backward_time: 49.5238685608, weight_update_time: 0.1548848152, other_time: 2.8311347961
epoch time: 6.9595861435s, input_fired_time: 0.1395740658, output_fired_time: 0.0000000000, propagate_forward_time: 6.3112683296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087437630
validation[          , genome  5566] predictions:    9654/  10000 (96.54%), best:    9708/10000 (97.08%), error:      1112.83496, best error:       987.27148 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 86.5470275879s, input_fired_time: 1.0947321653, output_fired_time: 1.0798958540, propagate_forward_time: 31.6212635040, propagate_backward_time: 49.9161148071, weight_update_time: 0.1562988162, other_time: 2.8350219727
epoch time: 6.7703089714s, input_fired_time: 0.1363118291, output_fired_time: 0.0000000000, propagate_forward_time: 6.1341643333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998326302
validation[          , genome  5566] predictions:    9612/  10000 (96.12%), best:    9708/10000 (97.08%), error:      1240.50940, best error:       987.27148 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 86.5021743774s, input_fired_time: 1.0920360088, output_fired_time: 1.0917744637, propagate_forward_time: 31.6037826538, propagate_backward_time: 49.8875999451, weight_update_time: 0.1573223174, other_time: 2.8269844055
epoch time: 6.7810068130s, input_fired_time: 0.1365655512, output_fired_time: 0.0000000000, propagate_forward_time: 6.1296963692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147447586
validation[          , genome  5566] predictions:    9658/  10000 (96.58%), best:    9708/10000 (97.08%), error:      1105.87097, best error:       987.27148 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 87.2482452393s, input_fired_time: 1.1046228409, output_fired_time: 1.0887498856, propagate_forward_time: 31.8266105652, propagate_backward_time: 50.3879966736, weight_update_time: 0.1553398073, other_time: 2.8402633667
epoch time: 7.1461544037s, input_fired_time: 0.1418289989, output_fired_time: 0.0000000000, propagate_forward_time: 6.4906659126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136594772
validation[          , genome  5566] predictions:    9692/  10000 (96.92%), best:    9708/10000 (97.08%), error:      1013.62274, best error:       987.27148 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 86.7877120972s, input_fired_time: 1.1005034447, output_fired_time: 1.0897946358, propagate_forward_time: 31.7639770508, propagate_backward_time: 49.9849853516, weight_update_time: 0.1549702734, other_time: 2.8484497070
epoch time: 7.0074934959s, input_fired_time: 0.1400064230, output_fired_time: 0.0000000000, propagate_forward_time: 6.3550806046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124063492
validation[          , genome  5566] predictions:    9686/  10000 (96.86%), best:    9708/10000 (97.08%), error:      1030.51855, best error:       987.27148 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 86.8420257568s, input_fired_time: 1.0993511677, output_fired_time: 1.0908406973, propagate_forward_time: 31.7492313385, propagate_backward_time: 50.0606346130, weight_update_time: 0.1557935625, other_time: 2.8419685364
epoch time: 6.8988637924s, input_fired_time: 0.1368589699, output_fired_time: 0.0000000000, propagate_forward_time: 6.2591629028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028419495
validation[          , genome  5566] predictions:    9678/  10000 (96.78%), best:    9708/10000 (97.08%), error:      1050.46497, best error:       987.27148 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 84.7320861816s, input_fired_time: 1.0805400610, output_fired_time: 1.0546144247, propagate_forward_time: 30.9766159058, propagate_backward_time: 48.8415412903, weight_update_time: 0.1520311385, other_time: 2.7787742615
epoch time: 6.3772878647s, input_fired_time: 0.1305311173, output_fired_time: 0.0000000000, propagate_forward_time: 5.7680363655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787201881
validation[          , genome  5566] predictions:    9682/  10000 (96.82%), best:    9708/10000 (97.08%), error:      1046.35950, best error:       987.27148 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.9764480591s, input_fired_time: 1.0955133438, output_fired_time: 1.0742144585, propagate_forward_time: 31.4875545502, propagate_backward_time: 49.5184707642, weight_update_time: 0.1574389189, other_time: 2.8006973267
epoch time: 6.8677935600s, input_fired_time: 0.1360469460, output_fired_time: 0.0000000000, propagate_forward_time: 6.2164058685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153408051
validation[          , genome  5566] predictions:    9644/  10000 (96.44%), best:    9708/10000 (97.08%), error:      1138.52576, best error:       987.27148 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 86.0375595093s, input_fired_time: 1.0926556587, output_fired_time: 1.0753344297, propagate_forward_time: 31.4419746399, propagate_backward_time: 49.5874061584, weight_update_time: 0.1547321528, other_time: 2.8401870728
epoch time: 6.9922137260s, input_fired_time: 0.1368197650, output_fired_time: 0.0000000000, propagate_forward_time: 6.3484411240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069527626
validation[          , genome  5566] predictions:    9625/  10000 (96.25%), best:    9708/10000 (97.08%), error:      1220.46082, best error:       987.27148 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 87.5065689087s, input_fired_time: 1.1054004431, output_fired_time: 1.0955665112, propagate_forward_time: 32.0010986328, propagate_backward_time: 50.4874763489, weight_update_time: 0.1567074358, other_time: 2.8170280457
epoch time: 7.1129879951s, input_fired_time: 0.1404978931, output_fired_time: 0.0000000000, propagate_forward_time: 6.4534931183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5189971924
validation[          , genome  5566] predictions:    9680/  10000 (96.80%), best:    9708/10000 (97.08%), error:      1059.66846, best error:       987.27148 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.4285049438s, input_fired_time: 1.0946807861, output_fired_time: 1.0838934183, propagate_forward_time: 31.6620178223, propagate_backward_time: 49.7704200745, weight_update_time: 0.1575007588, other_time: 2.8174934387
epoch time: 7.0387568474s, input_fired_time: 0.1363599300, output_fired_time: 0.0000000000, propagate_forward_time: 6.4006609917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017361641
validation[          , genome  5566] predictions:    9665/  10000 (96.65%), best:    9708/10000 (97.08%), error:      1097.95605, best error:       987.27148 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 87.0687255859s, input_fired_time: 1.0987997055, output_fired_time: 1.0857161283, propagate_forward_time: 31.9128532410, propagate_backward_time: 50.1293334961, weight_update_time: 0.1563027501, other_time: 2.8420219421
epoch time: 6.9687781334s, input_fired_time: 0.1372110844, output_fired_time: 0.0000000000, propagate_forward_time: 6.3195400238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120267868
validation[          , genome  5566] predictions:    9675/  10000 (96.75%), best:    9708/10000 (97.08%), error:      1031.45459, best error:       987.27148 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 86.7311401367s, input_fired_time: 1.0947489738, output_fired_time: 1.0886099339, propagate_forward_time: 31.7496166229, propagate_backward_time: 49.9871940613, weight_update_time: 0.1571254432, other_time: 2.8109703064
epoch time: 7.1373538971s, input_fired_time: 0.1398808360, output_fired_time: 0.0000000000, propagate_forward_time: 6.4838223457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136508942
validation[          , genome  5566] predictions:    9671/  10000 (96.71%), best:    9708/10000 (97.08%), error:      1083.17346, best error:       987.27148 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 87.1276702881s, input_fired_time: 1.1025329828, output_fired_time: 1.0937812328, propagate_forward_time: 31.8798751831, propagate_backward_time: 50.2200164795, weight_update_time: 0.1556594819, other_time: 2.8314666748
epoch time: 6.8652524948s, input_fired_time: 0.1399738640, output_fired_time: 0.0000000000, propagate_forward_time: 6.2191572189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061216354
validation[          , genome  5566] predictions:    9656/  10000 (96.56%), best:    9708/10000 (97.08%), error:      1084.55908, best error:       987.27148 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 87.3613357544s, input_fired_time: 1.0943753719, output_fired_time: 1.0913517475, propagate_forward_time: 31.9116268158, propagate_backward_time: 50.4339370728, weight_update_time: 0.1572096497, other_time: 2.8300399780
epoch time: 7.0865883827s, input_fired_time: 0.1392673552, output_fired_time: 0.0000000000, propagate_forward_time: 6.4360656738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112552643
validation[          , genome  5566] predictions:    9644/  10000 (96.44%), best:    9708/10000 (97.08%), error:      1148.89319, best error:       987.27148 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 86.4793930054s, input_fired_time: 1.0976833105, output_fired_time: 1.0839680433, propagate_forward_time: 31.5932712555, propagate_backward_time: 49.8874473572, weight_update_time: 0.1544023007, other_time: 2.8170204163
epoch time: 7.0613522530s, input_fired_time: 0.1400389224, output_fired_time: 0.0000000000, propagate_forward_time: 6.4137811661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075321198
validation[          , genome  5566] predictions:    9648/  10000 (96.48%), best:    9708/10000 (97.08%), error:      1105.36340, best error:       987.27148 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 87.2222442627s, input_fired_time: 1.1032481194, output_fired_time: 1.0904910564, propagate_forward_time: 32.0570411682, propagate_backward_time: 50.1358528137, weight_update_time: 0.1566967368, other_time: 2.8356094360
epoch time: 6.9373774529s, input_fired_time: 0.1402455121, output_fired_time: 0.0000000000, propagate_forward_time: 6.2837977409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133342743
validation[          , genome  5566] predictions:    9692/  10000 (96.92%), best:    9708/10000 (97.08%), error:      1030.39490, best error:       987.27148 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 87.1861114502s, input_fired_time: 1.1091992855, output_fired_time: 1.1057635546, propagate_forward_time: 31.8917675018, propagate_backward_time: 50.2519378662, weight_update_time: 0.1579673588, other_time: 2.8274383545
epoch time: 7.0910806656s, input_fired_time: 0.1403598934, output_fired_time: 0.0000000000, propagate_forward_time: 6.4435396194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071811676
validation[          , genome  5566] predictions:    9669/  10000 (96.69%), best:    9708/10000 (97.08%), error:      1134.04248, best error:       987.27148 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 86.5542907715s, input_fired_time: 1.1010261774, output_fired_time: 1.0840021372, propagate_forward_time: 31.6427440643, propagate_backward_time: 49.9043922424, weight_update_time: 0.1558250338, other_time: 2.8221244812
epoch time: 7.1442885399s, input_fired_time: 0.1396520734, output_fired_time: 0.0000000000, propagate_forward_time: 6.4902067184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144295692
validation[          , genome  5566] predictions:    9692/  10000 (96.92%), best:    9708/10000 (97.08%), error:      1025.17407, best error:       987.27148 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 86.8392028809s, input_fired_time: 1.0965087414, output_fired_time: 1.0871996880, propagate_forward_time: 31.7138042450, propagate_backward_time: 50.1031875610, weight_update_time: 0.1576708257, other_time: 2.8385009766
epoch time: 6.8891029358s, input_fired_time: 0.1395772547, output_fired_time: 0.0000000000, propagate_forward_time: 6.2403817177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091438293
validation[          , genome  5566] predictions:    9653/  10000 (96.53%), best:    9708/10000 (97.08%), error:      1121.19250, best error:       987.27148 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 85.4919891357s, input_fired_time: 1.0890758038, output_fired_time: 1.0765355825, propagate_forward_time: 31.2887248993, propagate_backward_time: 49.2266960144, weight_update_time: 0.1539313197, other_time: 2.8109550476
epoch time: 6.9632444382s, input_fired_time: 0.1367316544, output_fired_time: 0.0000000000, propagate_forward_time: 6.3174386024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090742111
validation[          , genome  5566] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       987.01624, best error:       987.01624 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 86.6551055908s, input_fired_time: 1.1025063992, output_fired_time: 1.0817588568, propagate_forward_time: 31.7346382141, propagate_backward_time: 49.9282264709, weight_update_time: 0.1548354477, other_time: 2.8079757690
epoch time: 7.1227369308s, input_fired_time: 0.1415133327, output_fired_time: 0.0000000000, propagate_forward_time: 6.4610910416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201325417
validation[          , genome  5566] predictions:    9677/  10000 (96.77%), best:    9698/10000 (96.98%), error:      1090.05127, best error:       987.01624 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 86.5951614380s, input_fired_time: 1.1059950590, output_fired_time: 1.0880516768, propagate_forward_time: 31.6944332123, propagate_backward_time: 49.8831367493, weight_update_time: 0.1535960287, other_time: 2.8235435486
epoch time: 6.4254717827s, input_fired_time: 0.1320189238, output_fired_time: 0.0000000000, propagate_forward_time: 5.8053960800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880566597
validation[          , genome  5566] predictions:    9670/  10000 (96.70%), best:    9698/10000 (96.98%), error:      1075.29370, best error:       987.01624 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 86.9635314941s, input_fired_time: 1.1011581421, output_fired_time: 1.0924953222, propagate_forward_time: 31.9531822205, propagate_backward_time: 50.0042648315, weight_update_time: 0.1543208659, other_time: 2.8124275208
epoch time: 6.9304313660s, input_fired_time: 0.1391342729, output_fired_time: 0.0000000000, propagate_forward_time: 6.2839384079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073585510
validation[          , genome  5566] predictions:    9660/  10000 (96.60%), best:    9698/10000 (96.98%), error:      1096.22864, best error:       987.01624 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 87.0568542480s, input_fired_time: 1.1018239260, output_fired_time: 1.0925060511, propagate_forward_time: 31.8544464111, propagate_backward_time: 50.1765403748, weight_update_time: 0.1559012681, other_time: 2.8315391541
epoch time: 7.0751028061s, input_fired_time: 0.1409123540, output_fired_time: 0.0000000000, propagate_forward_time: 6.4296455383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045447350
validation[          , genome  5566] predictions:    9680/  10000 (96.80%), best:    9698/10000 (96.98%), error:      1064.85974, best error:       987.01624 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 87.0149917603s, input_fired_time: 1.1015925407, output_fired_time: 1.0906704664, propagate_forward_time: 31.7121849060, propagate_backward_time: 50.2839050293, weight_update_time: 0.1572711021, other_time: 2.8266410828
epoch time: 6.9142017365s, input_fired_time: 0.1423569620, output_fired_time: 0.0000000000, propagate_forward_time: 6.2584943771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133504868
validation[          , genome  5566] predictions:    9686/  10000 (96.86%), best:    9698/10000 (96.98%), error:      1067.15662, best error:       987.01624 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 87.0605773926s, input_fired_time: 1.1069735289, output_fired_time: 1.0949468613, propagate_forward_time: 31.8904476166, propagate_backward_time: 50.1440582275, weight_update_time: 0.1570943743, other_time: 2.8241500854
epoch time: 6.9181513786s, input_fired_time: 0.1388413310, output_fired_time: 0.0000000000, propagate_forward_time: 6.2788109779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004992485
validation[          , genome  5566] predictions:    9672/  10000 (96.72%), best:    9698/10000 (96.98%), error:      1091.52002, best error:       987.01624 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 86.5310974121s, input_fired_time: 1.1001926661, output_fired_time: 1.0859324932, propagate_forward_time: 31.6231651306, propagate_backward_time: 49.9053688049, weight_update_time: 0.1540857702, other_time: 2.8164443970
epoch time: 7.1548986435s, input_fired_time: 0.1433079094, output_fired_time: 0.0000000000, propagate_forward_time: 6.4990248680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125660896
validation[          , genome  5566] predictions:    9672/  10000 (96.72%), best:    9698/10000 (96.98%), error:      1072.95422, best error:       987.01624 on epoch:    93, 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: 35.4936103821s, input_fired_time: 0.7065997720, output_fired_time: 0.0000000000, propagate_forward_time: 32.1809005737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6061096191
best training[          , genome  5566] predictions:   49260/  50000 (98.52%), best:    9698/10000 (96.98%), error:      2820.85522, best error:       987.01624 on epoch:    93, 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: 6.8252310753s, input_fired_time: 0.1393118948, output_fired_time: 0.0000000000, propagate_forward_time: 6.1754126549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105066299
   testing[          , genome  5566] predictions:    9726/  10000 (97.26%), best:    9698/10000 (96.98%), error:       916.43384, best error:       987.01624 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:41:02 (5712): called boinc_finish(0)

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