Nameexact_genome_1512568488_42_5024_0
Workunit2596341
Created7 Dec 2017, 12:50:48 UTC
Sent7 Dec 2017, 12:58:57 UTC
Report deadline11 Dec 2017, 14:06:46 UTC
Received8 Dec 2017, 0:00:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 25 min 25 sec
CPU time2 hours 24 min 28 sec
Validate stateValid
Credit1,011.78
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.44 MB
Peak swap size157.74 MB
Peak disk usage1.93 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0890538022, output_fired_time: 0.0000000000, propagate_forward_time: 6.1332616806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4758048058
validation[          , genome  5024] predictions:    9596/  10000 (95.96%), best:    9624/10000 (96.24%), error:      1359.55701, best error:      1305.18518 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 79.0379714966s, input_fired_time: 0.7243976593, output_fired_time: 0.6887255311, propagate_forward_time: 30.4558887482, propagate_backward_time: 44.4680862427, weight_update_time: 0.1367202401, other_time: 2.7008743286
epoch time: 6.7568082809s, input_fired_time: 0.0930981040, output_fired_time: 0.0000000000, propagate_forward_time: 6.1789612770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847488403
validation[          , genome  5024] predictions:    9561/  10000 (95.61%), best:    9624/10000 (96.24%), error:      1449.00623, best error:      1305.18518 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 78.6730194092s, input_fired_time: 0.7350368500, output_fired_time: 0.6880206466, propagate_forward_time: 30.3567333221, propagate_backward_time: 44.2345085144, weight_update_time: 0.1324616075, other_time: 2.6587181091
epoch time: 6.8396916389s, input_fired_time: 0.0929241106, output_fired_time: 0.0000000000, propagate_forward_time: 6.2497892380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969782829
validation[          , genome  5024] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1231.56702, best error:      1231.56702 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 78.4521026611s, input_fired_time: 0.7260069847, output_fired_time: 0.6875637770, propagate_forward_time: 30.2313995361, propagate_backward_time: 44.1214447021, weight_update_time: 0.1321652532, other_time: 2.6856918335
epoch time: 6.6559033394s, input_fired_time: 0.0927196145, output_fired_time: 0.0000000000, propagate_forward_time: 6.0921678543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710159302
validation[          , genome  5024] predictions:    9507/  10000 (95.07%), best:    9632/10000 (96.32%), error:      1640.66919, best error:      1231.56702 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 78.1252136230s, input_fired_time: 0.7317532897, output_fired_time: 0.6789046526, propagate_forward_time: 30.1027984619, propagate_backward_time: 43.9083137512, weight_update_time: 0.1333849281, other_time: 2.7034492493
epoch time: 6.6101293564s, input_fired_time: 0.0890943334, output_fired_time: 0.0000000000, propagate_forward_time: 6.0606446266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603905678
validation[          , genome  5024] predictions:    9600/  10000 (96.00%), best:    9632/10000 (96.32%), error:      1361.91553, best error:      1231.56702 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 78.3868103027s, input_fired_time: 0.7254037857, output_fired_time: 0.6826370358, propagate_forward_time: 30.2728843689, propagate_backward_time: 44.0211868286, weight_update_time: 0.1314461082, other_time: 2.6846961975
epoch time: 6.6140389442s, input_fired_time: 0.0959624127, output_fired_time: 0.0000000000, propagate_forward_time: 6.0526628494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654135704
validation[          , genome  5024] predictions:    9580/  10000 (95.80%), best:    9632/10000 (96.32%), error:      1406.67834, best error:      1231.56702 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 77.7931365967s, input_fired_time: 0.7298777699, output_fired_time: 0.6800873876, propagate_forward_time: 29.9996261597, propagate_backward_time: 43.6714439392, weight_update_time: 0.1328908950, other_time: 2.7121009827
epoch time: 6.7466802597s, input_fired_time: 0.0947955996, output_fired_time: 0.0000000000, propagate_forward_time: 6.1706628799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812216759
validation[          , genome  5024] predictions:    9598/  10000 (95.98%), best:    9632/10000 (96.32%), error:      1315.71106, best error:      1231.56702 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 77.8553161621s, input_fired_time: 0.7268300056, output_fired_time: 0.6787404418, propagate_forward_time: 30.0219364166, propagate_backward_time: 43.7108993530, weight_update_time: 0.1328560412, other_time: 2.7169113159
epoch time: 6.6527938843s, input_fired_time: 0.0893428922, output_fired_time: 0.0000000000, propagate_forward_time: 6.0934600830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699907303
validation[          , genome  5024] predictions:    9629/  10000 (96.29%), best:    9632/10000 (96.32%), error:      1237.46863, best error:      1231.56702 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 78.5944671631s, input_fired_time: 0.7271198034, output_fired_time: 0.6785987616, propagate_forward_time: 30.3017196655, propagate_backward_time: 44.1344070435, weight_update_time: 0.1381550133, other_time: 2.7526245117
epoch time: 6.5784292221s, input_fired_time: 0.0903805122, output_fired_time: 0.0000000000, propagate_forward_time: 6.0142750740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737734795
validation[          , genome  5024] predictions:    9554/  10000 (95.54%), best:    9632/10000 (96.32%), error:      1473.69739, best error:      1231.56702 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 78.6873626709s, input_fired_time: 0.7271481156, output_fired_time: 0.6806530952, propagate_forward_time: 30.3435077667, propagate_backward_time: 44.2431259155, weight_update_time: 0.1317099035, other_time: 2.6929244995
epoch time: 6.7248411179s, input_fired_time: 0.0924694985, output_fired_time: 0.0000000000, propagate_forward_time: 6.1681156158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642558098
validation[          , genome  5024] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1200.35376, best error:      1200.35376 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 78.4831848145s, input_fired_time: 0.7288414240, output_fired_time: 0.6932049990, propagate_forward_time: 30.2721176147, propagate_backward_time: 44.1103096008, weight_update_time: 0.1318684369, other_time: 2.6787071228
epoch time: 6.6587061882s, input_fired_time: 0.0887198821, output_fired_time: 0.0000000000, propagate_forward_time: 6.1023459435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676403999
validation[          , genome  5024] predictions:    9615/  10000 (96.15%), best:    9647/10000 (96.47%), error:      1297.06873, best error:      1200.35376 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 78.4609069824s, input_fired_time: 0.7343778014, output_fired_time: 0.6874458194, propagate_forward_time: 30.2297668457, propagate_backward_time: 44.0706100464, weight_update_time: 0.1336686164, other_time: 2.7387084961
epoch time: 6.5912270546s, input_fired_time: 0.0907164067, output_fired_time: 0.0000000000, propagate_forward_time: 6.0298633575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706473351
validation[          , genome  5024] predictions:    9636/  10000 (96.36%), best:    9647/10000 (96.47%), error:      1247.97717, best error:      1200.35376 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 78.0573348999s, input_fired_time: 0.7288855910, output_fired_time: 0.6940557361, propagate_forward_time: 30.0853614807, propagate_backward_time: 43.8254013062, weight_update_time: 0.1325556040, other_time: 2.7236366272
epoch time: 6.5172410011s, input_fired_time: 0.0932026953, output_fired_time: 0.0000000000, propagate_forward_time: 5.9635591507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604792595
validation[          , genome  5024] predictions:    9397/  10000 (93.97%), best:    9647/10000 (96.47%), error:      1967.47913, best error:      1200.35376 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 78.8327026367s, input_fired_time: 0.7380133867, output_fired_time: 0.6850333810, propagate_forward_time: 30.3667964935, propagate_backward_time: 44.3546485901, weight_update_time: 0.1324762404, other_time: 2.6882057190
epoch time: 6.5803480148s, input_fired_time: 0.0905879214, output_fired_time: 0.0000000000, propagate_forward_time: 6.0097198486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800400734
validation[          , genome  5024] predictions:    9584/  10000 (95.84%), best:    9647/10000 (96.47%), error:      1396.46716, best error:      1200.35376 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 78.1784896851s, input_fired_time: 0.7322284579, output_fired_time: 0.6844830513, propagate_forward_time: 30.1287364960, propagate_backward_time: 43.9406166077, weight_update_time: 0.1329050064, other_time: 2.6924171448
epoch time: 6.6479721069s, input_fired_time: 0.0888018087, output_fired_time: 0.0000000000, propagate_forward_time: 6.0821843147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4769859314
validation[          , genome  5024] predictions:    9578/  10000 (95.78%), best:    9647/10000 (96.47%), error:      1447.77527, best error:      1200.35376 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 78.0110931396s, input_fired_time: 0.7281064391, output_fired_time: 0.6827866435, propagate_forward_time: 30.0045318604, propagate_backward_time: 43.8612937927, weight_update_time: 0.1322948188, other_time: 2.7343788147
epoch time: 6.6910662651s, input_fired_time: 0.0913966000, output_fired_time: 0.0000000000, propagate_forward_time: 6.1213364601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783329964
validation[          , genome  5024] predictions:    9615/  10000 (96.15%), best:    9647/10000 (96.47%), error:      1282.36182, best error:      1200.35376 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 78.3706436157s, input_fired_time: 0.7295299768, output_fired_time: 0.6774069667, propagate_forward_time: 30.2272148132, propagate_backward_time: 44.0230026245, weight_update_time: 0.1328866929, other_time: 2.7134895325
epoch time: 6.5439023972s, input_fired_time: 0.0892345011, output_fired_time: 0.0000000000, propagate_forward_time: 5.9950914383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595766068
validation[          , genome  5024] predictions:    9547/  10000 (95.47%), best:    9647/10000 (96.47%), error:      1480.73792, best error:      1200.35376 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 78.6061859131s, input_fired_time: 0.7284516692, output_fired_time: 0.6909534931, propagate_forward_time: 30.2466316223, propagate_backward_time: 44.2845497131, weight_update_time: 0.1317778677, other_time: 2.6555938721
epoch time: 6.5711326599s, input_fired_time: 0.0917004049, output_fired_time: 0.0000000000, propagate_forward_time: 6.0083713531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710607529
validation[          , genome  5024] predictions:    9634/  10000 (96.34%), best:    9647/10000 (96.47%), error:      1228.01538, best error:      1200.35376 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 78.6931152344s, input_fired_time: 0.7289646864, output_fired_time: 0.6785999537, propagate_forward_time: 30.4270820618, propagate_backward_time: 44.1704483032, weight_update_time: 0.1318875551, other_time: 2.6880226135
epoch time: 6.6128883362s, input_fired_time: 0.0895417035, output_fired_time: 0.0000000000, propagate_forward_time: 6.0528702736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704761505
validation[          , genome  5024] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1199.74658, best error:      1199.74658 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 78.5746612549s, input_fired_time: 0.7322239280, output_fired_time: 0.6801665425, propagate_forward_time: 30.3106346130, propagate_backward_time: 44.1406326294, weight_update_time: 0.1326051056, other_time: 2.7110023499
epoch time: 6.6205430031s, input_fired_time: 0.0908455923, output_fired_time: 0.0000000000, propagate_forward_time: 6.0709958076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587016106
validation[          , genome  5024] predictions:    9620/  10000 (96.20%), best:    9645/10000 (96.45%), error:      1257.86536, best error:      1199.74658 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 78.4849395752s, input_fired_time: 0.7306056619, output_fired_time: 0.6815943718, propagate_forward_time: 30.2844829559, propagate_backward_time: 44.0978736877, weight_update_time: 0.1313431561, other_time: 2.6903800964
epoch time: 6.8336372375s, input_fired_time: 0.0915365964, output_fired_time: 0.0000000000, propagate_forward_time: 6.2445220947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975786209
validation[          , genome  5024] predictions:    9629/  10000 (96.29%), best:    9645/10000 (96.45%), error:      1281.87341, best error:      1199.74658 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 78.4733963013s, input_fired_time: 0.7359053493, output_fired_time: 0.6744410992, propagate_forward_time: 30.2265834808, propagate_backward_time: 44.1723098755, weight_update_time: 0.1312876344, other_time: 2.6641540527
epoch time: 6.5748443604s, input_fired_time: 0.0898920149, output_fired_time: 0.0000000000, propagate_forward_time: 6.0233974457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615550041
validation[          , genome  5024] predictions:    9625/  10000 (96.25%), best:    9645/10000 (96.45%), error:      1234.29333, best error:      1199.74658 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 78.9404602051s, input_fired_time: 0.7441436052, output_fired_time: 0.6931197643, propagate_forward_time: 30.4726028442, propagate_backward_time: 44.2597885132, weight_update_time: 0.1392139345, other_time: 2.7708053589
epoch time: 6.7479438782s, input_fired_time: 0.0904050991, output_fired_time: 0.0000000000, propagate_forward_time: 6.1887493134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687895775
validation[          , genome  5024] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1195.49390, best error:      1195.49390 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 78.7530593872s, input_fired_time: 0.7342735529, output_fired_time: 0.6956275702, propagate_forward_time: 30.3071441650, propagate_backward_time: 44.2997055054, weight_update_time: 0.1329965889, other_time: 2.7163085938
epoch time: 6.5947718620s, input_fired_time: 0.0898049176, output_fired_time: 0.0000000000, propagate_forward_time: 6.0415444374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634222984
validation[          , genome  5024] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1189.28748, best error:      1189.28748 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 78.4478302002s, input_fired_time: 0.7338027358, output_fired_time: 0.6785623431, propagate_forward_time: 30.2448806763, propagate_backward_time: 44.1160659790, weight_update_time: 0.1329564303, other_time: 2.6745147705
epoch time: 6.7420167923s, input_fired_time: 0.0953553468, output_fired_time: 0.0000000000, propagate_forward_time: 6.1782512665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684100151
validation[          , genome  5024] predictions:    9635/  10000 (96.35%), best:    9648/10000 (96.48%), error:      1312.53552, best error:      1189.28748 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 78.5675888062s, input_fired_time: 0.7394809127, output_fired_time: 0.6955130696, propagate_forward_time: 30.2465286255, propagate_backward_time: 44.1934471130, weight_update_time: 0.1406619549, other_time: 2.6926231384
epoch time: 6.5411891937s, input_fired_time: 0.0931941867, output_fired_time: 0.0000000000, propagate_forward_time: 5.9904031754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575920105
validation[          , genome  5024] predictions:    9476/  10000 (94.76%), best:    9648/10000 (96.48%), error:      1597.45129, best error:      1189.28748 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 78.4576950073s, input_fired_time: 0.7427583933, output_fired_time: 0.6897826791, propagate_forward_time: 30.2445087433, propagate_backward_time: 44.0420799255, weight_update_time: 0.1344831139, other_time: 2.7385673523
epoch time: 6.6019506454s, input_fired_time: 0.0952559039, output_fired_time: 0.0000000000, propagate_forward_time: 6.0484824181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582123756
validation[          , genome  5024] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1208.97095, best error:      1189.28748 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 77.7276229858s, input_fired_time: 0.7325593233, output_fired_time: 0.6734872460, propagate_forward_time: 29.9210567474, propagate_backward_time: 43.6749687195, weight_update_time: 0.1326830387, other_time: 2.7255516052
epoch time: 6.6323876381s, input_fired_time: 0.0904828161, output_fired_time: 0.0000000000, propagate_forward_time: 6.0677385330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4741663933
validation[          , genome  5024] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1104.67651, best error:      1104.67651 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 78.3008728027s, input_fired_time: 0.7361015081, output_fired_time: 0.6910938025, propagate_forward_time: 30.1675510406, propagate_backward_time: 44.0228271484, weight_update_time: 0.1320474893, other_time: 2.6833038330
epoch time: 6.7935461998s, input_fired_time: 0.0909115896, output_fired_time: 0.0000000000, propagate_forward_time: 6.2282986641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743361473
validation[          , genome  5024] predictions:    9597/  10000 (95.97%), best:    9678/10000 (96.78%), error:      1369.58887, best error:      1104.67651 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 78.9852676392s, input_fired_time: 0.7498981953, output_fired_time: 0.6799153090, propagate_forward_time: 30.4272861481, propagate_backward_time: 44.3879737854, weight_update_time: 0.1328103393, other_time: 2.7401924133
epoch time: 6.8724761009s, input_fired_time: 0.0946005732, output_fired_time: 0.0000000000, propagate_forward_time: 6.2767381668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011372566
validation[          , genome  5024] predictions:    9660/  10000 (96.60%), best:    9678/10000 (96.78%), error:      1145.38232, best error:      1104.67651 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 78.8155441284s, input_fired_time: 0.7344458699, output_fired_time: 0.6897217035, propagate_forward_time: 30.4226627350, propagate_backward_time: 44.2518920898, weight_update_time: 0.1406260282, other_time: 2.7168273926
epoch time: 6.6417360306s, input_fired_time: 0.0947056487, output_fired_time: 0.0000000000, propagate_forward_time: 6.0829472542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640831947
validation[          , genome  5024] predictions:    9659/  10000 (96.59%), best:    9678/10000 (96.78%), error:      1155.18604, best error:      1104.67651 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 79.0020217896s, input_fired_time: 0.7503325939, output_fired_time: 0.6891290545, propagate_forward_time: 30.4882507324, propagate_backward_time: 44.3837623596, weight_update_time: 0.1388581842, other_time: 2.6905403137
epoch time: 6.7045044899s, input_fired_time: 0.1011942923, output_fired_time: 0.0000000000, propagate_forward_time: 6.1265287399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767813683
validation[          , genome  5024] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1090.90271, best error:      1090.90271 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 79.5678329468s, input_fired_time: 0.7448347211, output_fired_time: 0.7013500929, propagate_forward_time: 30.6788063049, propagate_backward_time: 44.7569808960, weight_update_time: 0.1325624138, other_time: 2.6858634949
epoch time: 6.7259688377s, input_fired_time: 0.1029990241, output_fired_time: 0.0000000000, propagate_forward_time: 6.1548380852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681315422
validation[          , genome  5024] predictions:    9586/  10000 (95.86%), best:    9677/10000 (96.77%), error:      1328.52649, best error:      1090.90271 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 77.8996200562s, input_fired_time: 0.7476592064, output_fired_time: 0.6793580055, propagate_forward_time: 29.9871215820, propagate_backward_time: 43.7413864136, weight_update_time: 0.1330095381, other_time: 2.7440948486
epoch time: 6.6362824440s, input_fired_time: 0.0907667130, output_fired_time: 0.0000000000, propagate_forward_time: 6.0711040497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744114876
validation[          , genome  5024] predictions:    9665/  10000 (96.65%), best:    9677/10000 (96.77%), error:      1129.37927, best error:      1090.90271 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 78.7134017944s, input_fired_time: 0.7422246337, output_fired_time: 0.6989018917, propagate_forward_time: 30.3261203766, propagate_backward_time: 44.2802200317, weight_update_time: 0.1412891150, other_time: 2.6659393311
epoch time: 6.6392259598s, input_fired_time: 0.0916220099, output_fired_time: 0.0000000000, propagate_forward_time: 6.0791406631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684634209
validation[          , genome  5024] predictions:    9593/  10000 (95.93%), best:    9677/10000 (96.77%), error:      1335.99475, best error:      1090.90271 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 78.8807601929s, input_fired_time: 0.7339217067, output_fired_time: 0.6860005260, propagate_forward_time: 30.3663768768, propagate_backward_time: 44.4217643738, weight_update_time: 0.1318918914, other_time: 2.6726951599
epoch time: 6.5725326538s, input_fired_time: 0.0904953107, output_fired_time: 0.0000000000, propagate_forward_time: 6.0250978470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569396973
validation[          , genome  5024] predictions:    9657/  10000 (96.57%), best:    9677/10000 (96.77%), error:      1127.05261, best error:      1090.90271 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 78.8329162598s, input_fired_time: 0.7498443723, output_fired_time: 0.6883448362, propagate_forward_time: 30.3177318573, propagate_backward_time: 44.3113708496, weight_update_time: 0.1390059143, other_time: 2.7656173706
epoch time: 6.8384990692s, input_fired_time: 0.1036307961, output_fired_time: 0.0000000000, propagate_forward_time: 6.2447805405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4900875092
validation[          , genome  5024] predictions:    9528/  10000 (95.28%), best:    9677/10000 (96.77%), error:      1542.02893, best error:      1090.90271 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 78.4868927002s, input_fired_time: 0.7567849159, output_fired_time: 0.6939459443, propagate_forward_time: 30.3122844696, propagate_backward_time: 44.0245246887, weight_update_time: 0.1415087283, other_time: 2.6993522644
epoch time: 6.7219614983s, input_fired_time: 0.0943241045, output_fired_time: 0.0000000000, propagate_forward_time: 6.1554031372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722342491
validation[          , genome  5024] predictions:    9679/  10000 (96.79%), best:    9677/10000 (96.77%), error:      1107.67517, best error:      1090.90271 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 78.6230392456s, input_fired_time: 0.7490704060, output_fired_time: 0.6824090481, propagate_forward_time: 30.3387088776, propagate_backward_time: 44.1586151123, weight_update_time: 0.1324407011, other_time: 2.6942367554
epoch time: 6.6777272224s, input_fired_time: 0.0919596255, output_fired_time: 0.0000000000, propagate_forward_time: 6.1179423332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678254128
validation[          , genome  5024] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1053.64539, best error:      1053.64539 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 78.4490127563s, input_fired_time: 0.7355872989, output_fired_time: 0.6867756844, propagate_forward_time: 30.2056827545, propagate_backward_time: 44.1072158813, weight_update_time: 0.1373122036, other_time: 2.7137527466
epoch time: 6.6671237946s, input_fired_time: 0.0963353887, output_fired_time: 0.0000000000, propagate_forward_time: 6.0948276520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4759607315
validation[          , genome  5024] predictions:    9681/  10000 (96.81%), best:    9677/10000 (96.77%), error:      1094.23218, best error:      1053.64539 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 78.7992477417s, input_fired_time: 0.7442615032, output_fired_time: 0.6827689409, propagate_forward_time: 30.3319301605, propagate_backward_time: 44.3341445923, weight_update_time: 0.1331746429, other_time: 2.7061386108
epoch time: 6.5493278503s, input_fired_time: 0.0908633024, output_fired_time: 0.0000000000, propagate_forward_time: 6.0011754036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572892189
validation[          , genome  5024] predictions:    9683/  10000 (96.83%), best:    9677/10000 (96.77%), error:      1082.97449, best error:      1053.64539 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 78.1668548584s, input_fired_time: 0.7402337790, output_fired_time: 0.6824212670, propagate_forward_time: 30.1426906586, propagate_backward_time: 43.8798866272, weight_update_time: 0.1336827129, other_time: 2.7216224670
epoch time: 6.6681742668s, input_fired_time: 0.0920248032, output_fired_time: 0.0000000000, propagate_forward_time: 6.0996766090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764728546
validation[          , genome  5024] predictions:    9645/  10000 (96.45%), best:    9677/10000 (96.77%), error:      1217.38757, best error:      1053.64539 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 78.3274307251s, input_fired_time: 0.7379408479, output_fired_time: 0.6843007803, propagate_forward_time: 30.2494659424, propagate_backward_time: 44.0216140747, weight_update_time: 0.1303994060, other_time: 2.6341094971
epoch time: 6.6839208603s, input_fired_time: 0.0916222930, output_fired_time: 0.0000000000, propagate_forward_time: 6.1233448982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689536095
validation[          , genome  5024] predictions:    9646/  10000 (96.46%), best:    9677/10000 (96.77%), error:      1159.52148, best error:      1053.64539 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 79.4370422363s, input_fired_time: 0.7534101605, output_fired_time: 0.6921440363, propagate_forward_time: 30.6145401001, propagate_backward_time: 44.6570816040, weight_update_time: 0.1328260303, other_time: 2.7198638916
epoch time: 6.6888308525s, input_fired_time: 0.0957539901, output_fired_time: 0.0000000000, propagate_forward_time: 6.1149301529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781465530
validation[          , genome  5024] predictions:    9667/  10000 (96.67%), best:    9677/10000 (96.77%), error:      1160.65479, best error:      1053.64539 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 79.0159225464s, input_fired_time: 0.7546040416, output_fired_time: 0.7005369067, propagate_forward_time: 30.4890117645, propagate_backward_time: 44.3889999390, weight_update_time: 0.1359487474, other_time: 2.6827697754
epoch time: 6.5695466995s, input_fired_time: 0.0928514004, output_fired_time: 0.0000000000, propagate_forward_time: 6.0045132637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721817970
validation[          , genome  5024] predictions:    9627/  10000 (96.27%), best:    9677/10000 (96.77%), error:      1227.71216, best error:      1053.64539 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 78.5412445068s, input_fired_time: 0.7361270189, output_fired_time: 0.6835342050, propagate_forward_time: 30.3225173950, propagate_backward_time: 44.1854858398, weight_update_time: 0.1296223700, other_time: 2.6135787964
epoch time: 6.6071944237s, input_fired_time: 0.0912525877, output_fired_time: 0.0000000000, propagate_forward_time: 6.0527000427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632415771
validation[          , genome  5024] predictions:    9662/  10000 (96.62%), best:    9677/10000 (96.77%), error:      1190.69275, best error:      1053.64539 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 79.1919097900s, input_fired_time: 0.7513806224, output_fired_time: 0.6860202551, propagate_forward_time: 30.3975372314, propagate_backward_time: 44.6458930969, weight_update_time: 0.1407950372, other_time: 2.7110786438
epoch time: 6.7343568802s, input_fired_time: 0.0921065211, output_fired_time: 0.0000000000, propagate_forward_time: 6.1736454964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686050415
validation[          , genome  5024] predictions:    9629/  10000 (96.29%), best:    9677/10000 (96.77%), error:      1214.98999, best error:      1053.64539 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 78.6484832764s, input_fired_time: 0.7310689092, output_fired_time: 0.7028153539, propagate_forward_time: 30.3202381134, propagate_backward_time: 44.2696304321, weight_update_time: 0.1304845363, other_time: 2.6247329712
epoch time: 6.5520777702s, input_fired_time: 0.0925660878, output_fired_time: 0.0000000000, propagate_forward_time: 5.9897646904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697470665
validation[          , genome  5024] predictions:    9641/  10000 (96.41%), best:    9677/10000 (96.77%), error:      1194.87439, best error:      1053.64539 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 78.2076034546s, input_fired_time: 0.7307175994, output_fired_time: 0.6808096170, propagate_forward_time: 30.1960868835, propagate_backward_time: 43.9599151611, weight_update_time: 0.1306595653, other_time: 2.6400718689
epoch time: 6.7379097939s, input_fired_time: 0.0915000215, output_fired_time: 0.0000000000, propagate_forward_time: 6.1623024940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841074944
validation[          , genome  5024] predictions:    9597/  10000 (95.97%), best:    9677/10000 (96.77%), error:      1362.49329, best error:      1053.64539 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 78.6452560425s, input_fired_time: 0.7433526516, output_fired_time: 0.6946436167, propagate_forward_time: 30.3273029327, propagate_backward_time: 44.1469230652, weight_update_time: 0.1350471824, other_time: 2.7330360413
epoch time: 6.6303224564s, input_fired_time: 0.0921655968, output_fired_time: 0.0000000000, propagate_forward_time: 6.0576920509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4804649353
validation[          , genome  5024] predictions:    9600/  10000 (96.00%), best:    9677/10000 (96.77%), error:      1296.35986, best error:      1053.64539 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 79.9900283813s, input_fired_time: 0.7811343670, output_fired_time: 0.7062884569, propagate_forward_time: 30.8078231812, propagate_backward_time: 44.9674987793, weight_update_time: 0.1473923326, other_time: 2.7272796631
epoch time: 6.8495373726s, input_fired_time: 0.0926783085, output_fired_time: 0.0000000000, propagate_forward_time: 6.2447257042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5121331215
validation[          , genome  5024] predictions:    9670/  10000 (96.70%), best:    9677/10000 (96.77%), error:      1105.03796, best error:      1053.64539 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 79.0550613403s, input_fired_time: 0.7533553839, output_fired_time: 0.6950610280, propagate_forward_time: 30.4727973938, propagate_backward_time: 44.4463806152, weight_update_time: 0.1376035213, other_time: 2.6874656677
epoch time: 6.5798587799s, input_fired_time: 0.0923306122, output_fired_time: 0.0000000000, propagate_forward_time: 6.0173931122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701352119
validation[          , genome  5024] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:      1043.81616, best error:      1043.81616 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 78.1244812012s, input_fired_time: 0.7517930269, output_fired_time: 0.6801865101, propagate_forward_time: 30.0536231995, propagate_backward_time: 43.9235992432, weight_update_time: 0.1326313317, other_time: 2.7152824402
epoch time: 6.5815486908s, input_fired_time: 0.0920258909, output_fired_time: 0.0000000000, propagate_forward_time: 6.0247707367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647521973
validation[          , genome  5024] predictions:    9659/  10000 (96.59%), best:    9701/10000 (97.01%), error:      1114.90930, best error:      1043.81616 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 78.9719848633s, input_fired_time: 0.7362065315, output_fired_time: 0.6983441114, propagate_forward_time: 30.3825607300, propagate_backward_time: 44.4740409851, weight_update_time: 0.1352725029, other_time: 2.6808357239
epoch time: 6.5797820091s, input_fired_time: 0.0935295224, output_fired_time: 0.0000000000, propagate_forward_time: 6.0244836807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617686272
validation[          , genome  5024] predictions:    9695/  10000 (96.95%), best:    9701/10000 (97.01%), error:      1047.67688, best error:      1043.81616 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 78.0208587646s, input_fired_time: 0.7404068112, output_fired_time: 0.6750138402, propagate_forward_time: 30.0305309296, propagate_backward_time: 43.8885803223, weight_update_time: 0.1322866529, other_time: 2.6863250732
epoch time: 6.6216211319s, input_fired_time: 0.0922390968, output_fired_time: 0.0000000000, propagate_forward_time: 6.0590200424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703621864
validation[          , genome  5024] predictions:    9653/  10000 (96.53%), best:    9701/10000 (97.01%), error:      1204.36475, best error:      1043.81616 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 78.3977050781s, input_fired_time: 0.7467960119, output_fired_time: 0.6830965281, propagate_forward_time: 30.1714286804, propagate_backward_time: 44.0771598816, weight_update_time: 0.1326254308, other_time: 2.7192230225
epoch time: 6.6975669861s, input_fired_time: 0.0918260962, output_fired_time: 0.0000000000, propagate_forward_time: 6.1413002014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644408226
validation[          , genome  5024] predictions:    9683/  10000 (96.83%), best:    9701/10000 (97.01%), error:      1080.07617, best error:      1043.81616 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 78.3218002319s, input_fired_time: 0.7546311617, output_fired_time: 0.6811170578, propagate_forward_time: 30.1610031128, propagate_backward_time: 44.0008277893, weight_update_time: 0.1332279146, other_time: 2.7242240906
epoch time: 6.5875301361s, input_fired_time: 0.0927136093, output_fired_time: 0.0000000000, propagate_forward_time: 6.0239338875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4708824158
validation[          , genome  5024] predictions:    9643/  10000 (96.43%), best:    9701/10000 (97.01%), error:      1166.15295, best error:      1043.81616 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 80.7830810547s, input_fired_time: 0.7720165849, output_fired_time: 0.7303083539, propagate_forward_time: 31.0747718811, propagate_backward_time: 45.4239311218, weight_update_time: 0.1314470619, other_time: 2.7820510864
epoch time: 6.8449029922s, input_fired_time: 0.0926038027, output_fired_time: 0.0000000000, propagate_forward_time: 6.2645692825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4877300262
validation[          , genome  5024] predictions:    9673/  10000 (96.73%), best:    9701/10000 (97.01%), error:      1101.91357, best error:      1043.81616 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 78.2166519165s, input_fired_time: 0.7380473018, output_fired_time: 0.6854565144, propagate_forward_time: 30.1500530243, propagate_backward_time: 43.9749794006, weight_update_time: 0.1318458468, other_time: 2.6681175232
epoch time: 6.5622205734s, input_fired_time: 0.0927050933, output_fired_time: 0.0000000000, propagate_forward_time: 6.0060362816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634790421
validation[          , genome  5024] predictions:    9651/  10000 (96.51%), best:    9701/10000 (97.01%), error:      1140.40588, best error:      1043.81616 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 78.4089202881s, input_fired_time: 0.7586413622, output_fired_time: 0.6804245114, propagate_forward_time: 30.1927280426, propagate_backward_time: 44.0677604675, weight_update_time: 0.1326966137, other_time: 2.7093620300
epoch time: 6.6585745811s, input_fired_time: 0.0921998993, output_fired_time: 0.0000000000, propagate_forward_time: 6.1087641716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576106071
validation[          , genome  5024] predictions:    9583/  10000 (95.83%), best:    9701/10000 (97.01%), error:      1464.84424, best error:      1043.81616 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 78.9930572510s, input_fired_time: 0.7468818426, output_fired_time: 0.6975156665, propagate_forward_time: 30.4420852661, propagate_backward_time: 44.4412879944, weight_update_time: 0.1321074218, other_time: 2.6652870178
epoch time: 6.7159829140s, input_fired_time: 0.0945886821, output_fired_time: 0.0000000000, propagate_forward_time: 6.1498522758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715418816
validation[          , genome  5024] predictions:    9620/  10000 (96.20%), best:    9701/10000 (97.01%), error:      1308.36841, best error:      1043.81616 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 78.4118499756s, input_fired_time: 0.7436493635, output_fired_time: 0.6830242872, propagate_forward_time: 30.2073574066, propagate_backward_time: 44.0714683533, weight_update_time: 0.1334322244, other_time: 2.7063484192
epoch time: 6.5076017380s, input_fired_time: 0.0928063318, output_fired_time: 0.0000000000, propagate_forward_time: 5.9449920654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698033333
validation[          , genome  5024] predictions:    9681/  10000 (96.81%), best:    9701/10000 (97.01%), error:      1108.09375, best error:      1043.81616 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 77.4763336182s, input_fired_time: 0.7394169569, output_fired_time: 0.6738194823, propagate_forward_time: 29.8883380890, propagate_backward_time: 43.4707717896, weight_update_time: 0.1320403218, other_time: 2.7039871216
epoch time: 6.6486525536s, input_fired_time: 0.0928780884, output_fired_time: 0.0000000000, propagate_forward_time: 6.0848464966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709281921
validation[          , genome  5024] predictions:    9667/  10000 (96.67%), best:    9701/10000 (97.01%), error:      1126.30823, best error:      1043.81616 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 78.4504852295s, input_fired_time: 0.7481232882, output_fired_time: 0.6919258237, propagate_forward_time: 30.2227516174, propagate_backward_time: 44.0740661621, weight_update_time: 0.1335625350, other_time: 2.7136192322
epoch time: 6.7158803940s, input_fired_time: 0.1002546996, output_fired_time: 0.0000000000, propagate_forward_time: 6.1425485611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730772972
validation[          , genome  5024] predictions:    9678/  10000 (96.78%), best:    9701/10000 (97.01%), error:      1112.79175, best error:      1043.81616 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 80.0320434570s, input_fired_time: 0.7588499784, output_fired_time: 0.6941064000, propagate_forward_time: 30.9077415466, propagate_backward_time: 44.8760643005, weight_update_time: 0.1447258145, other_time: 2.7952804565
epoch time: 6.5831737518s, input_fired_time: 0.0941416994, output_fired_time: 0.0000000000, propagate_forward_time: 6.0188465118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701857567
validation[          , genome  5024] predictions:    9637/  10000 (96.37%), best:    9701/10000 (97.01%), error:      1184.56226, best error:      1043.81616 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 77.9472961426s, input_fired_time: 0.7526137233, output_fired_time: 0.6809347272, propagate_forward_time: 29.9916591644, propagate_backward_time: 43.8012695313, weight_update_time: 0.1331278384, other_time: 2.7208175659
epoch time: 6.5893650055s, input_fired_time: 0.0921398029, output_fired_time: 0.0000000000, propagate_forward_time: 6.0293765068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678487778
validation[          , genome  5024] predictions:    9668/  10000 (96.68%), best:    9701/10000 (97.01%), error:      1124.38184, best error:      1043.81616 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 78.9107818604s, input_fired_time: 0.7393636107, output_fired_time: 0.6878455281, propagate_forward_time: 30.4874725342, propagate_backward_time: 44.3410835266, weight_update_time: 0.1398908645, other_time: 2.6550178528
epoch time: 6.8571438789s, input_fired_time: 0.1014193892, output_fired_time: 0.0000000000, propagate_forward_time: 6.2641229630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916014671
validation[          , genome  5024] predictions:    9655/  10000 (96.55%), best:    9701/10000 (97.01%), error:      1156.43457, best error:      1043.81616 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 78.9578323364s, input_fired_time: 0.7400979400, output_fired_time: 0.6956710219, propagate_forward_time: 30.3994331360, propagate_backward_time: 44.4163322449, weight_update_time: 0.1322952062, other_time: 2.7062988281
epoch time: 6.5890865326s, input_fired_time: 0.0927645937, output_fired_time: 0.0000000000, propagate_forward_time: 6.0320458412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642763138
validation[          , genome  5024] predictions:    9690/  10000 (96.90%), best:    9701/10000 (97.01%), error:      1077.71729, best error:      1043.81616 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 78.4691619873s, input_fired_time: 0.7500015497, output_fired_time: 0.6808142662, propagate_forward_time: 30.3076286316, propagate_backward_time: 43.9757385254, weight_update_time: 0.1332114637, other_time: 2.7549781799
epoch time: 6.5979862213s, input_fired_time: 0.0914966017, output_fired_time: 0.0000000000, propagate_forward_time: 6.0443096161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621801376
validation[          , genome  5024] predictions:    9641/  10000 (96.41%), best:    9701/10000 (97.01%), error:      1232.05042, best error:      1043.81616 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 78.5092391968s, input_fired_time: 0.7490220070, output_fired_time: 0.6888197064, propagate_forward_time: 30.2121829987, propagate_backward_time: 44.1441879272, weight_update_time: 0.1383968294, other_time: 2.7150268555
epoch time: 6.6429772377s, input_fired_time: 0.0918063074, output_fired_time: 0.0000000000, propagate_forward_time: 6.0783228874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728479385
validation[          , genome  5024] predictions:    9692/  10000 (96.92%), best:    9701/10000 (97.01%), error:      1089.27625, best error:      1043.81616 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 77.8015289307s, input_fired_time: 0.7438163757, output_fired_time: 0.6735687256, propagate_forward_time: 29.9802150726, propagate_backward_time: 43.7028160095, weight_update_time: 0.1321578175, other_time: 2.7011070251
epoch time: 6.6137290001s, input_fired_time: 0.0926561207, output_fired_time: 0.0000000000, propagate_forward_time: 6.0578484535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632244110
validation[          , genome  5024] predictions:    9644/  10000 (96.44%), best:    9701/10000 (97.01%), error:      1194.17566, best error:      1043.81616 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 80.3123092651s, input_fired_time: 0.7592044473, output_fired_time: 0.6854770184, propagate_forward_time: 30.9374103546, propagate_backward_time: 45.1534576416, weight_update_time: 0.1420218050, other_time: 2.7767639160
epoch time: 6.8165035248s, input_fired_time: 0.0991785973, output_fired_time: 0.0000000000, propagate_forward_time: 6.2081036568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092210770
validation[          , genome  5024] predictions:    9646/  10000 (96.46%), best:    9701/10000 (97.01%), error:      1229.24158, best error:      1043.81616 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 78.7449417114s, input_fired_time: 0.7403485179, output_fired_time: 0.6808258295, propagate_forward_time: 30.3185577393, propagate_backward_time: 44.2762718201, weight_update_time: 0.1316478997, other_time: 2.7289390564
epoch time: 6.5725340843s, input_fired_time: 0.0946106240, output_fired_time: 0.0000000000, propagate_forward_time: 6.0063023567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716210365
validation[          , genome  5024] predictions:    9586/  10000 (95.86%), best:    9701/10000 (97.01%), error:      1365.48401, best error:      1043.81616 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 78.3321762085s, input_fired_time: 0.7580992579, output_fired_time: 0.6846051812, propagate_forward_time: 30.1972808838, propagate_backward_time: 43.9820632935, weight_update_time: 0.1332424283, other_time: 2.7101211548
epoch time: 6.6597652435s, input_fired_time: 0.0920816138, output_fired_time: 0.0000000000, propagate_forward_time: 6.0780577660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4896259308
validation[          , genome  5024] predictions:    9634/  10000 (96.34%), best:    9701/10000 (97.01%), error:      1236.61047, best error:      1043.81616 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 78.7401657104s, input_fired_time: 0.7517377734, output_fired_time: 0.6833112836, propagate_forward_time: 30.3727569580, propagate_backward_time: 44.2489624023, weight_update_time: 0.1380196512, other_time: 2.6833953857
epoch time: 6.5373997688s, input_fired_time: 0.0936577171, output_fired_time: 0.0000000000, propagate_forward_time: 5.9836673737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4600749016
validation[          , genome  5024] predictions:    9689/  10000 (96.89%), best:    9701/10000 (97.01%), error:      1091.90332, best error:      1043.81616 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 78.0090789795s, input_fired_time: 0.7514693737, output_fired_time: 0.6758638620, propagate_forward_time: 30.0559635162, propagate_backward_time: 43.8367538452, weight_update_time: 0.1329187304, other_time: 2.6890258789
epoch time: 6.7029209137s, input_fired_time: 0.0937818959, output_fired_time: 0.0000000000, propagate_forward_time: 6.1266193390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825196266
validation[          , genome  5024] predictions:    9592/  10000 (95.92%), best:    9701/10000 (97.01%), error:      1363.70935, best error:      1043.81616 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 78.0718307495s, input_fired_time: 0.7446013689, output_fired_time: 0.6925069690, propagate_forward_time: 30.0637454987, propagate_backward_time: 43.8451538086, weight_update_time: 0.1336406171, other_time: 2.7258300781
epoch time: 6.5864124298s, input_fired_time: 0.0941868052, output_fired_time: 0.0000000000, propagate_forward_time: 6.0217552185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704704285
validation[          , genome  5024] predictions:    9687/  10000 (96.87%), best:    9701/10000 (97.01%), error:      1097.18372, best error:      1043.81616 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 78.4382171631s, input_fired_time: 0.7483292818, output_fired_time: 0.6891402602, propagate_forward_time: 30.2118968964, propagate_backward_time: 44.1118850708, weight_update_time: 0.1306300759, other_time: 2.6769638062
epoch time: 6.5974740982s, input_fired_time: 0.0923510045, output_fired_time: 0.0000000000, propagate_forward_time: 6.0326280594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724950790
validation[          , genome  5024] predictions:    9681/  10000 (96.81%), best:    9701/10000 (97.01%), error:      1111.35217, best error:      1043.81616 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 78.4723358154s, input_fired_time: 0.7553585172, output_fired_time: 0.6834084988, propagate_forward_time: 30.1956939697, propagate_backward_time: 44.1066017151, weight_update_time: 0.1331269443, other_time: 2.7312736511
epoch time: 6.7812299728s, input_fired_time: 0.0930913761, output_fired_time: 0.0000000000, propagate_forward_time: 6.1992321014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4889063835
validation[          , genome  5024] predictions:    9600/  10000 (96.00%), best:    9701/10000 (97.01%), error:      1311.18286, best error:      1043.81616 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 78.8619918823s, input_fired_time: 0.7536760569, output_fired_time: 0.6893252730, propagate_forward_time: 30.4330768585, propagate_backward_time: 44.3188629150, weight_update_time: 0.1320156008, other_time: 2.6670532227
epoch time: 6.6790418625s, input_fired_time: 0.0933557972, output_fired_time: 0.0000000000, propagate_forward_time: 6.1241021156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615840912
validation[          , genome  5024] predictions:    9651/  10000 (96.51%), best:    9701/10000 (97.01%), error:      1126.25684, best error:      1043.81616 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 78.2911453247s, input_fired_time: 0.7515069842, output_fired_time: 0.6837114692, propagate_forward_time: 30.1854991913, propagate_backward_time: 43.9533576965, weight_update_time: 0.1345970482, other_time: 2.7170677185
epoch time: 6.6580529213s, input_fired_time: 0.0946292877, output_fired_time: 0.0000000000, propagate_forward_time: 6.0914468765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719767570
validation[          , genome  5024] predictions:    9651/  10000 (96.51%), best:    9701/10000 (97.01%), error:      1159.81299, best error:      1043.81616 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 79.0970077515s, input_fired_time: 0.7577336431, output_fired_time: 0.6859727502, propagate_forward_time: 30.4993381500, propagate_backward_time: 44.4855422974, weight_update_time: 0.1313032061, other_time: 2.6684188843
epoch time: 6.5718302727s, input_fired_time: 0.0931253880, output_fired_time: 0.0000000000, propagate_forward_time: 6.0234265327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552783966
validation[          , genome  5024] predictions:    9694/  10000 (96.94%), best:    9701/10000 (97.01%), error:      1080.33423, best error:      1043.81616 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 78.1808776855s, input_fired_time: 0.7530625463, output_fired_time: 0.6763668060, propagate_forward_time: 30.0878143311, propagate_backward_time: 43.9424209595, weight_update_time: 0.1367607266, other_time: 2.7212142944
epoch time: 6.6819190979s, input_fired_time: 0.0931390971, output_fired_time: 0.0000000000, propagate_forward_time: 6.1143589020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744210243
validation[          , genome  5024] predictions:    9653/  10000 (96.53%), best:    9701/10000 (97.01%), error:      1200.56055, best error:      1043.81616 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 78.6755752563s, input_fired_time: 0.7566463947, output_fired_time: 0.6767584085, propagate_forward_time: 30.2869720459, propagate_backward_time: 44.2799987793, weight_update_time: 0.1327113360, other_time: 2.6752014160
epoch time: 6.7639284134s, input_fired_time: 0.1002549082, output_fired_time: 0.0000000000, propagate_forward_time: 6.1884665489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752068520
validation[          , genome  5024] predictions:    9651/  10000 (96.51%), best:    9701/10000 (97.01%), error:      1194.58569, best error:      1043.81616 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 78.8149719238s, input_fired_time: 0.7432922721, output_fired_time: 0.6826948524, propagate_forward_time: 30.3890705109, propagate_backward_time: 44.2727279663, weight_update_time: 0.1353386790, other_time: 2.7271881104
epoch time: 6.5754451752s, input_fired_time: 0.0938090906, output_fired_time: 0.0000000000, propagate_forward_time: 6.0178585052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637775421
validation[          , genome  5024] predictions:    9682/  10000 (96.82%), best:    9701/10000 (97.01%), error:      1098.23682, best error:      1043.81616 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 78.9323425293s, input_fired_time: 0.7632689476, output_fired_time: 0.6948026419, propagate_forward_time: 30.4481296539, propagate_backward_time: 44.2686843872, weight_update_time: 0.1336418986, other_time: 2.7574615479
epoch time: 6.8236098289s, input_fired_time: 0.1029174104, output_fired_time: 0.0000000000, propagate_forward_time: 6.2213335037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993591309
validation[          , genome  5024] predictions:    9651/  10000 (96.51%), best:    9701/10000 (97.01%), error:      1169.92529, best error:      1043.81616 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 77.5971832275s, input_fired_time: 0.7503232956, output_fired_time: 0.6729907990, propagate_forward_time: 29.8129177094, propagate_backward_time: 43.5889892578, weight_update_time: 0.1326420456, other_time: 2.7719650269
epoch time: 6.6231946945s, input_fired_time: 0.0924753994, output_fired_time: 0.0000000000, propagate_forward_time: 6.0642495155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664697647
validation[          , genome  5024] predictions:    9680/  10000 (96.80%), best:    9701/10000 (97.01%), error:      1116.98608, best error:      1043.81616 on epoch:    65, 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: 33.6070213318s, input_fired_time: 0.4729426801, output_fired_time: 0.0000000000, propagate_forward_time: 30.6605682373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4735107422
best training[          , genome  5024] predictions:   49112/  50000 (98.22%), best:    9701/10000 (97.01%), error:      3142.80981, best error:      1043.81616 on epoch:    65, 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: 6.6061196327s, input_fired_time: 0.0922524929, output_fired_time: 0.0000000000, propagate_forward_time: 6.0338506699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800167084
   testing[          , genome  5024] predictions:    9709/  10000 (97.09%), best:    9701/10000 (97.01%), error:       954.81879, best error:      1043.81616 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:49:46 (5944): called boinc_finish(0)

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