Nameexact_genome_1512568488_42_4734_1
Workunit2594931
Created7 Dec 2017, 11:45:39 UTC
Sent7 Dec 2017, 11:47:25 UTC
Report deadline12 Dec 2017, 16:20:53 UTC
Received8 Dec 2017, 21:21:53 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time2 hours 45 min 17 sec
CPU time2 hours 45 min 13 sec
Validate stateValid
Credit1,297.48
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.76 MB
Peak swap size157.36 MB
Peak disk usage2.62 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
time: 0.0000000000, propagate_forward_time: 6.6843943596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724283218
validation[          , genome  4734] predictions:    9562/  10000 (95.62%), best:    9705/10000 (97.05%), error:      1401.71240, best error:      1003.97253 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 89.2128067017s, input_fired_time: 1.2394713163, output_fired_time: 1.1443104744, propagate_forward_time: 33.5098266602, propagate_backward_time: 50.6444664001, weight_update_time: 0.1540210694, other_time: 2.6747322083
epoch time: 7.3606028557s, input_fired_time: 0.1546967477, output_fired_time: 0.0000000000, propagate_forward_time: 6.7190327644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4868731499
validation[          , genome  4734] predictions:    9669/  10000 (96.69%), best:    9705/10000 (97.05%), error:      1046.15918, best error:      1003.97253 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 88.7706909180s, input_fired_time: 1.2187510729, output_fired_time: 1.1371577978, propagate_forward_time: 33.3632965088, propagate_backward_time: 50.4343070984, weight_update_time: 0.1527951658, other_time: 2.6171760559
epoch time: 7.3166165352s, input_fired_time: 0.1529164165, output_fired_time: 0.0000000000, propagate_forward_time: 6.6922836304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714164734
validation[          , genome  4734] predictions:    9689/  10000 (96.89%), best:    9689/10000 (96.89%), error:       989.76770, best error:       989.76770 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 89.4998855591s, input_fired_time: 1.2445349693, output_fired_time: 1.1506363153, propagate_forward_time: 33.5649642944, propagate_backward_time: 50.8369903564, weight_update_time: 0.1554558873, other_time: 2.7027587891
epoch time: 7.3351116180s, input_fired_time: 0.1571712643, output_fired_time: 0.0000000000, propagate_forward_time: 6.6940436363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838967323
validation[          , genome  4734] predictions:    9632/  10000 (96.32%), best:    9689/10000 (96.89%), error:      1205.83154, best error:       989.76770 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 89.3836822510s, input_fired_time: 1.2342087030, output_fired_time: 1.1457592249, propagate_forward_time: 33.5147628784, propagate_backward_time: 50.8038330078, weight_update_time: 0.1559962928, other_time: 2.6851196289
epoch time: 7.3615508080s, input_fired_time: 0.1551490724, output_fired_time: 0.0000000000, propagate_forward_time: 6.7321496010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742522240
validation[          , genome  4734] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       978.21069, best error:       978.21069 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 89.1060638428s, input_fired_time: 1.2413351536, output_fired_time: 1.1401953697, propagate_forward_time: 33.3786888123, propagate_backward_time: 50.6284751892, weight_update_time: 0.1542410851, other_time: 2.7173690796
epoch time: 7.3521938324s, input_fired_time: 0.1534179449, output_fired_time: 0.0000000000, propagate_forward_time: 6.7243137360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744620323
validation[          , genome  4734] predictions:    9663/  10000 (96.63%), best:    9696/10000 (96.96%), error:      1129.69189, best error:       978.21069 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 89.5545730591s, input_fired_time: 1.2437797785, output_fired_time: 1.1411483288, propagate_forward_time: 33.5193061829, propagate_backward_time: 50.9281539917, weight_update_time: 0.1566108763, other_time: 2.7221794128
epoch time: 7.3601717949s, input_fired_time: 0.1561285704, output_fired_time: 0.0000000000, propagate_forward_time: 6.7177538872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862895012
validation[          , genome  4734] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       999.08331, best error:       978.21069 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 89.3268585205s, input_fired_time: 1.2272233963, output_fired_time: 1.1391472816, propagate_forward_time: 33.4565162659, propagate_backward_time: 50.8499984741, weight_update_time: 0.1540275514, other_time: 2.6539726257
epoch time: 7.3185038567s, input_fired_time: 0.1578021646, output_fired_time: 0.0000000000, propagate_forward_time: 6.6760363579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846653938
validation[          , genome  4734] predictions:    9673/  10000 (96.73%), best:    9696/10000 (96.96%), error:      1084.32910, best error:       978.21069 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 89.6172714233s, input_fired_time: 1.2409282923, output_fired_time: 1.1447263956, propagate_forward_time: 33.5009689331, propagate_backward_time: 51.0282859802, weight_update_time: 0.1554179639, other_time: 2.7023582458
epoch time: 7.3353419304s, input_fired_time: 0.1571618766, output_fired_time: 0.0000000000, propagate_forward_time: 6.6955161095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826641083
validation[          , genome  4734] predictions:    9689/  10000 (96.89%), best:    9696/10000 (96.96%), error:      1056.09961, best error:       978.21069 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 89.3888015747s, input_fired_time: 1.2229956388, output_fired_time: 1.1363314390, propagate_forward_time: 33.4867706299, propagate_backward_time: 50.9145851135, weight_update_time: 0.1523453593, other_time: 2.6281242371
epoch time: 7.2933959961s, input_fired_time: 0.1549983025, output_fired_time: 0.0000000000, propagate_forward_time: 6.6670074463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713902473
validation[          , genome  4734] predictions:    9657/  10000 (96.57%), best:    9696/10000 (96.96%), error:      1123.32239, best error:       978.21069 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 89.6864547729s, input_fired_time: 1.2215567827, output_fired_time: 1.1425341368, propagate_forward_time: 33.5354003906, propagate_backward_time: 51.1645698547, weight_update_time: 0.1530732960, other_time: 2.6223945618
epoch time: 7.3417997360s, input_fired_time: 0.1534131169, output_fired_time: 0.0000000000, propagate_forward_time: 6.7161774635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722089767
validation[          , genome  4734] predictions:    9676/  10000 (96.76%), best:    9696/10000 (96.96%), error:      1034.58704, best error:       978.21069 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 89.8225021362s, input_fired_time: 1.2483656406, output_fired_time: 1.1440943480, propagate_forward_time: 33.5021972656, propagate_backward_time: 51.2065162659, weight_update_time: 0.1560581923, other_time: 2.7213249207
epoch time: 7.3389492035s, input_fired_time: 0.1540137827, output_fired_time: 0.0000000000, propagate_forward_time: 6.7003898621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845457077
validation[          , genome  4734] predictions:    9687/  10000 (96.87%), best:    9696/10000 (96.96%), error:      1021.38702, best error:       978.21069 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 89.7996292114s, input_fired_time: 1.2453548908, output_fired_time: 1.1401227713, propagate_forward_time: 33.5719413757, propagate_backward_time: 51.1275138855, weight_update_time: 0.1552676708, other_time: 2.7146987915
epoch time: 7.3786568642s, input_fired_time: 0.1563759744, output_fired_time: 0.0000000000, propagate_forward_time: 6.7377357483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845452309
validation[          , genome  4734] predictions:    9668/  10000 (96.68%), best:    9696/10000 (96.96%), error:      1040.08826, best error:       978.21069 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 89.8911819458s, input_fired_time: 1.2316427231, output_fired_time: 1.1452511549, propagate_forward_time: 33.5378684998, propagate_backward_time: 51.3323860168, weight_update_time: 0.1536977440, other_time: 2.6440353394
epoch time: 7.2989368439s, input_fired_time: 0.1549710333, output_fired_time: 0.0000000000, propagate_forward_time: 6.6604948044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834709167
validation[          , genome  4734] predictions:    9643/  10000 (96.43%), best:    9696/10000 (96.96%), error:      1106.46924, best error:       978.21069 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.3702621460s, input_fired_time: 1.2443996668, output_fired_time: 1.1490226984, propagate_forward_time: 33.6684303284, propagate_backward_time: 51.6125869751, weight_update_time: 0.1546935141, other_time: 2.6958198547
epoch time: 7.3675193787s, input_fired_time: 0.1568205655, output_fired_time: 0.0000000000, propagate_forward_time: 6.7236132622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870853424
validation[          , genome  4734] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       956.63300, best error:       956.63300 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 89.7468795776s, input_fired_time: 1.2398972511, output_fired_time: 1.1419264078, propagate_forward_time: 33.4605903625, propagate_backward_time: 51.2142105103, weight_update_time: 0.1541090012, other_time: 2.6902503967
epoch time: 7.3394212723s, input_fired_time: 0.1556826979, output_fired_time: 0.0000000000, propagate_forward_time: 6.6998128891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839258194
validation[          , genome  4734] predictions:    9704/  10000 (97.04%), best:    9702/10000 (97.02%), error:      1041.23743, best error:       956.63300 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 89.8919296265s, input_fired_time: 1.2237399817, output_fired_time: 1.1376423836, propagate_forward_time: 33.4721183777, propagate_backward_time: 51.4410247803, weight_update_time: 0.1520216465, other_time: 2.6174049377
epoch time: 7.3332023621s, input_fired_time: 0.1560927480, output_fired_time: 0.0000000000, propagate_forward_time: 6.7044982910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726114273
validation[          , genome  4734] predictions:    9648/  10000 (96.48%), best:    9702/10000 (97.02%), error:      1182.41138, best error:       956.63300 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 89.8205947876s, input_fired_time: 1.2422096729, output_fired_time: 1.1297342777, propagate_forward_time: 33.5027542114, propagate_backward_time: 51.2321281433, weight_update_time: 0.1569842100, other_time: 2.7137641907
epoch time: 7.3396148682s, input_fired_time: 0.1557596028, output_fired_time: 0.0000000000, propagate_forward_time: 6.6976509094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862041473
validation[          , genome  4734] predictions:    9685/  10000 (96.85%), best:    9702/10000 (97.02%), error:      1021.29620, best error:       956.63300 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 89.7310714722s, input_fired_time: 1.2275662422, output_fired_time: 1.1339352131, propagate_forward_time: 33.4720077515, propagate_backward_time: 51.2741584778, weight_update_time: 0.1532457918, other_time: 2.6234016418
epoch time: 7.3161258698s, input_fired_time: 0.1540304571, output_fired_time: 0.0000000000, propagate_forward_time: 6.6900510788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4720444679
validation[          , genome  4734] predictions:    9705/  10000 (97.05%), best:    9702/10000 (97.02%), error:       959.31024, best error:       956.63300 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 89.8056411743s, input_fired_time: 1.2222945690, output_fired_time: 1.1378787756, propagate_forward_time: 33.4279975891, propagate_backward_time: 51.4020500183, weight_update_time: 0.1530161202, other_time: 2.6154174805
epoch time: 7.3083548546s, input_fired_time: 0.1517314762, output_fired_time: 0.0000000000, propagate_forward_time: 6.6848578453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717655182
validation[          , genome  4734] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       973.71613, best error:       956.63300 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 90.3315887451s, input_fired_time: 1.2472815514, output_fired_time: 1.1416071653, propagate_forward_time: 33.5646667480, propagate_backward_time: 51.6760902405, weight_update_time: 0.1556533128, other_time: 2.7019386292
epoch time: 7.3740286827s, input_fired_time: 0.1609006971, output_fired_time: 0.0000000000, propagate_forward_time: 6.7280259132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851021767
validation[          , genome  4734] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       924.18243, best error:       924.18243 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 90.1062088013s, input_fired_time: 1.2294008732, output_fired_time: 1.1396263838, propagate_forward_time: 33.5052375793, propagate_backward_time: 51.6109962463, weight_update_time: 0.1541423500, other_time: 2.6209487915
epoch time: 7.2951488495s, input_fired_time: 0.1518600434, output_fired_time: 0.0000000000, propagate_forward_time: 6.6714458466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718427658
validation[          , genome  4734] predictions:    9678/  10000 (96.78%), best:    9711/10000 (97.11%), error:      1080.07947, best error:       924.18243 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 90.1033020020s, input_fired_time: 1.2265223265, output_fired_time: 1.1385501623, propagate_forward_time: 33.4992866516, propagate_backward_time: 51.6109313965, weight_update_time: 0.1532819867, other_time: 2.6280097961
epoch time: 7.3393187523s, input_fired_time: 0.1548607200, output_fired_time: 0.0000000000, propagate_forward_time: 6.7106161118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4738421440
validation[          , genome  4734] predictions:    9674/  10000 (96.74%), best:    9711/10000 (97.11%), error:      1082.41821, best error:       924.18243 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 90.1519851685s, input_fired_time: 1.2278909683, output_fired_time: 1.1436961889, propagate_forward_time: 33.4820213318, propagate_backward_time: 51.6744270325, weight_update_time: 0.1522544026, other_time: 2.6239471436
epoch time: 7.3471264839s, input_fired_time: 0.1561033875, output_fired_time: 0.0000000000, propagate_forward_time: 6.7199301720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710927010
validation[          , genome  4734] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       903.92755, best error:       903.92755 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 90.4491424561s, input_fired_time: 1.2295610905, output_fired_time: 1.1417649984, propagate_forward_time: 33.5818176270, propagate_backward_time: 51.8679924011, weight_update_time: 0.1526632160, other_time: 2.6280097961
epoch time: 7.3602528572s, input_fired_time: 0.1534537375, output_fired_time: 0.0000000000, propagate_forward_time: 6.7337245941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730744362
validation[          , genome  4734] predictions:    9686/  10000 (96.86%), best:    9732/10000 (97.32%), error:      1034.74414, best error:       903.92755 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 90.4460678101s, input_fired_time: 1.2498943806, output_fired_time: 1.1466164589, propagate_forward_time: 33.5373306274, propagate_backward_time: 51.8131980896, weight_update_time: 0.1556849033, other_time: 2.6990318298
epoch time: 7.3663287163s, input_fired_time: 0.1575655192, output_fired_time: 0.0000000000, propagate_forward_time: 6.7240347862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847283363
validation[          , genome  4734] predictions:    9701/  10000 (97.01%), best:    9732/10000 (97.32%), error:       982.46521, best error:       903.92755 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 90.3116760254s, input_fired_time: 1.2260003090, output_fired_time: 1.1389974356, propagate_forward_time: 33.5252647400, propagate_backward_time: 51.7914619446, weight_update_time: 0.1541429311, other_time: 2.6299514771
epoch time: 7.3009066582s, input_fired_time: 0.1554306448, output_fired_time: 0.0000000000, propagate_forward_time: 6.6736378670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718379974
validation[          , genome  4734] predictions:    9700/  10000 (97.00%), best:    9732/10000 (97.32%), error:      1028.06885, best error:       903.92755 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 90.2236862183s, input_fired_time: 1.2224311829, output_fired_time: 1.1341526508, propagate_forward_time: 33.4713554382, propagate_backward_time: 51.7728195190, weight_update_time: 0.1527520418, other_time: 2.6229209900
epoch time: 7.3432836533s, input_fired_time: 0.1544345170, output_fired_time: 0.0000000000, propagate_forward_time: 6.7162327766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726161957
validation[          , genome  4734] predictions:    9633/  10000 (96.33%), best:    9732/10000 (97.32%), error:      1236.93176, best error:       903.92755 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.1054458618s, input_fired_time: 1.2352494001, output_fired_time: 1.1401282549, propagate_forward_time: 33.3302764893, propagate_backward_time: 51.6973457336, weight_update_time: 0.1543146819, other_time: 2.7024421692
epoch time: 7.3140416145s, input_fired_time: 0.1579961032, output_fired_time: 0.0000000000, propagate_forward_time: 6.6685166359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4875288010
validation[          , genome  4734] predictions:    9628/  10000 (96.28%), best:    9732/10000 (97.32%), error:      1238.74048, best error:       903.92755 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 90.7841644287s, input_fired_time: 1.2450205088, output_fired_time: 1.1498625278, propagate_forward_time: 33.6116828918, propagate_backward_time: 52.0466804504, weight_update_time: 0.1575331241, other_time: 2.7309188843
epoch time: 7.3819904327s, input_fired_time: 0.1583147198, output_fired_time: 0.0000000000, propagate_forward_time: 6.7318959236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917798042
validation[          , genome  4734] predictions:    9715/  10000 (97.15%), best:    9732/10000 (97.32%), error:       934.33612, best error:       903.92755 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 90.3852462769s, input_fired_time: 1.2247930765, output_fired_time: 1.1365723610, propagate_forward_time: 33.4509277344, propagate_backward_time: 51.9539337158, weight_update_time: 0.1532534510, other_time: 2.6190185547
epoch time: 7.3251004219s, input_fired_time: 0.1564195305, output_fired_time: 0.0000000000, propagate_forward_time: 6.6960821152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725985527
validation[          , genome  4734] predictions:    9545/  10000 (95.45%), best:    9732/10000 (97.32%), error:      1507.90210, best error:       903.92755 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 90.4903335571s, input_fired_time: 1.2491787672, output_fired_time: 1.1395142078, propagate_forward_time: 33.4854660034, propagate_backward_time: 51.8954391479, weight_update_time: 0.1551573128, other_time: 2.7207412720
epoch time: 7.3451676369s, input_fired_time: 0.1584916115, output_fired_time: 0.0000000000, propagate_forward_time: 6.7015252113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4851508141
validation[          , genome  4734] predictions:    9650/  10000 (96.50%), best:    9732/10000 (97.32%), error:      1115.55017, best error:       903.92755 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 90.1879119873s, input_fired_time: 1.2298461199, output_fired_time: 1.1296736002, propagate_forward_time: 33.6126747131, propagate_backward_time: 51.5973472595, weight_update_time: 0.1511105746, other_time: 2.6183700562
epoch time: 7.3200955391s, input_fired_time: 0.1553853303, output_fired_time: 0.0000000000, propagate_forward_time: 6.6922769547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724330902
validation[          , genome  4734] predictions:    9694/  10000 (96.94%), best:    9732/10000 (97.32%), error:      1025.24683, best error:       903.92755 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 90.2374954224s, input_fired_time: 1.2438229322, output_fired_time: 1.1366651058, propagate_forward_time: 33.3102989197, propagate_backward_time: 51.8397407532, weight_update_time: 0.1555165052, other_time: 2.7069702148
epoch time: 7.3042407036s, input_fired_time: 0.1569850147, output_fired_time: 0.0000000000, propagate_forward_time: 6.6657066345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815492630
validation[          , genome  4734] predictions:    9621/  10000 (96.21%), best:    9732/10000 (97.32%), error:      1150.77380, best error:       903.92755 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 90.3261566162s, input_fired_time: 1.2213317156, output_fired_time: 1.1322146654, propagate_forward_time: 33.4010543823, propagate_backward_time: 51.9364013672, weight_update_time: 0.1519225836, other_time: 2.6351547241
epoch time: 7.2599225044s, input_fired_time: 0.1536583751, output_fired_time: 0.0000000000, propagate_forward_time: 6.6333003044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4729638100
validation[          , genome  4734] predictions:    9703/  10000 (97.03%), best:    9732/10000 (97.32%), error:      1027.56860, best error:       903.92755 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 90.5946731567s, input_fired_time: 1.2319195271, output_fired_time: 1.1363472939, propagate_forward_time: 33.4765090942, propagate_backward_time: 52.1368064880, weight_update_time: 0.1519623101, other_time: 2.6130943298
epoch time: 7.3385667801s, input_fired_time: 0.1535819620, output_fired_time: 0.0000000000, propagate_forward_time: 6.7127685547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722161293
validation[          , genome  4734] predictions:    9659/  10000 (96.59%), best:    9732/10000 (97.32%), error:      1114.72412, best error:       903.92755 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 90.3924713135s, input_fired_time: 1.2291471958, output_fired_time: 1.1414165497, propagate_forward_time: 33.3392868042, propagate_backward_time: 52.0667495728, weight_update_time: 0.1513296962, other_time: 2.6158676147
epoch time: 7.2374496460s, input_fired_time: 0.1523649395, output_fired_time: 0.0000000000, propagate_forward_time: 6.6180181503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670667648
validation[          , genome  4734] predictions:    9674/  10000 (96.74%), best:    9732/10000 (97.32%), error:      1097.57471, best error:       903.92755 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 90.9767456055s, input_fired_time: 1.2496201992, output_fired_time: 1.1472393274, propagate_forward_time: 33.4978942871, propagate_backward_time: 52.3590278625, weight_update_time: 0.1555179209, other_time: 2.7229652405
epoch time: 7.3604426384s, input_fired_time: 0.1580042392, output_fired_time: 0.0000000000, propagate_forward_time: 6.7180199623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844183922
validation[          , genome  4734] predictions:    9707/  10000 (97.07%), best:    9732/10000 (97.32%), error:       972.94196, best error:       903.92755 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 90.5229873657s, input_fired_time: 1.2278846502, output_fired_time: 1.1395046711, propagate_forward_time: 33.4634284973, propagate_backward_time: 52.0763320923, weight_update_time: 0.1527010798, other_time: 2.6158409119
epoch time: 7.2941484451s, input_fired_time: 0.1539761573, output_fired_time: 0.0000000000, propagate_forward_time: 6.6652970314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748754501
validation[          , genome  4734] predictions:    9661/  10000 (96.61%), best:    9732/10000 (97.32%), error:      1078.51331, best error:       903.92755 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 90.7373809814s, input_fired_time: 1.2289929390, output_fired_time: 1.1436624527, propagate_forward_time: 33.4712600708, propagate_backward_time: 52.2564773560, weight_update_time: 0.1540514678, other_time: 2.6369857788
epoch time: 7.3473978043s, input_fired_time: 0.1549031287, output_fired_time: 0.0000000000, propagate_forward_time: 6.7212743759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712204933
validation[          , genome  4734] predictions:    9723/  10000 (97.23%), best:    9732/10000 (97.32%), error:       938.94196, best error:       903.92755 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 90.4640350342s, input_fired_time: 1.2437207699, output_fired_time: 1.1344902515, propagate_forward_time: 33.3156280518, propagate_backward_time: 52.0686416626, weight_update_time: 0.1541407853, other_time: 2.7015533447
epoch time: 7.3346328735s, input_fired_time: 0.1580558717, output_fired_time: 0.0000000000, propagate_forward_time: 6.6947774887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817996025
validation[          , genome  4734] predictions:    9737/  10000 (97.37%), best:    9732/10000 (97.32%), error:       913.26257, best error:       903.92755 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 91.0130691528s, input_fired_time: 1.2502323389, output_fired_time: 1.1453298330, propagate_forward_time: 33.5313415527, propagate_backward_time: 52.3604774475, weight_update_time: 0.1576912403, other_time: 2.7256889343
epoch time: 7.3062133789s, input_fired_time: 0.1575343460, output_fired_time: 0.0000000000, propagate_forward_time: 6.6648936272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837856293
validation[          , genome  4734] predictions:    9722/  10000 (97.22%), best:    9732/10000 (97.32%), error:       921.11877, best error:       903.92755 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 90.6664352417s, input_fired_time: 1.2489482164, output_fired_time: 1.1396704912, propagate_forward_time: 33.4651031494, propagate_backward_time: 52.0939331055, weight_update_time: 0.1551171988, other_time: 2.7187805176
epoch time: 7.3235769272s, input_fired_time: 0.1585347354, output_fired_time: 0.0000000000, propagate_forward_time: 6.6787991524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862432480
validation[          , genome  4734] predictions:    9733/  10000 (97.33%), best:    9732/10000 (97.32%), error:       922.71716, best error:       903.92755 on epoch:    37, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 90.4668121338s, input_fired_time: 1.2249987125, output_fired_time: 1.1376074553, propagate_forward_time: 33.3906021118, propagate_backward_time: 52.0888214111, weight_update_time: 0.1521925628, other_time: 2.6247863770
epoch time: 7.3460445404s, input_fired_time: 0.1532957405, output_fired_time: 0.0000000000, propagate_forward_time: 6.7212829590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714660645
validation[          , genome  4734] predictions:    9720/  10000 (97.20%), best:    9732/10000 (97.32%), error:       947.31451, best error:       903.92755 on epoch:    37, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 90.2919311523s, input_fired_time: 1.2234973907, output_fired_time: 1.1283684969, propagate_forward_time: 33.3407630920, propagate_backward_time: 51.9745292664, weight_update_time: 0.1520409733, other_time: 2.6247711182
epoch time: 7.2741985321s, input_fired_time: 0.1545464396, output_fired_time: 0.0000000000, propagate_forward_time: 6.6469855309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726667404
validation[          , genome  4734] predictions:    9682/  10000 (96.82%), best:    9732/10000 (97.32%), error:      1045.42334, best error:       903.92755 on epoch:    37, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 90.2537994385s, input_fired_time: 1.2240325212, output_fired_time: 1.1326670647, propagate_forward_time: 33.2657661438, propagate_backward_time: 52.0062675476, weight_update_time: 0.1528254747, other_time: 2.6250686646
epoch time: 7.3266119957s, input_fired_time: 0.1542923748, output_fired_time: 0.0000000000, propagate_forward_time: 6.7004709244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718484879
validation[          , genome  4734] predictions:    9704/  10000 (97.04%), best:    9732/10000 (97.32%), error:       982.99133, best error:       903.92755 on epoch:    37, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 90.5192260742s, input_fired_time: 1.2478551865, output_fired_time: 1.1386091709, propagate_forward_time: 33.3715744019, propagate_backward_time: 52.0482215881, weight_update_time: 0.1552009583, other_time: 2.7129631042
epoch time: 7.3027601242s, input_fired_time: 0.1565484554, output_fired_time: 0.0000000000, propagate_forward_time: 6.6635150909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826965332
validation[          , genome  4734] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:       972.04437, best error:       903.92755 on epoch:    37, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 90.6048889160s, input_fired_time: 1.2442562580, output_fired_time: 1.1366589069, propagate_forward_time: 33.3748168945, propagate_backward_time: 52.1327209473, weight_update_time: 0.1555401683, other_time: 2.7164382935
epoch time: 7.3134422302s, input_fired_time: 0.1577936709, output_fired_time: 0.0000000000, propagate_forward_time: 6.6704187393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852299690
validation[          , genome  4734] predictions:    9710/  10000 (97.10%), best:    9732/10000 (97.32%), error:       907.57190, best error:       903.92755 on epoch:    37, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 91.0916519165s, input_fired_time: 1.2302157879, output_fired_time: 1.1439069510, propagate_forward_time: 33.6106338501, propagate_backward_time: 52.4780044556, weight_update_time: 0.1540078521, other_time: 2.6288909912
epoch time: 7.3319978714s, input_fired_time: 0.1526746601, output_fired_time: 0.0000000000, propagate_forward_time: 6.7050905228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742326736
validation[          , genome  4734] predictions:    9707/  10000 (97.07%), best:    9732/10000 (97.32%), error:       925.98730, best error:       903.92755 on epoch:    37, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 91.1630783081s, input_fired_time: 1.2507790327, output_fired_time: 1.1426318884, propagate_forward_time: 33.5744819641, propagate_backward_time: 52.4728202820, weight_update_time: 0.1556660235, other_time: 2.7223663330
epoch time: 7.3077263832s, input_fired_time: 0.1555421203, output_fired_time: 0.0000000000, propagate_forward_time: 6.6667051315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854793549
validation[          , genome  4734] predictions:    9669/  10000 (96.69%), best:    9732/10000 (97.32%), error:      1072.09277, best error:       903.92755 on epoch:    37, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 90.9606323242s, input_fired_time: 1.2272117138, output_fired_time: 1.1438864470, propagate_forward_time: 33.5209579468, propagate_backward_time: 52.4456253052, weight_update_time: 0.1535525024, other_time: 2.6229553223
epoch time: 7.3422493935s, input_fired_time: 0.1549735516, output_fired_time: 0.0000000000, propagate_forward_time: 6.7180943489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691815376
validation[          , genome  4734] predictions:    9714/  10000 (97.14%), best:    9732/10000 (97.32%), error:       937.75836, best error:       903.92755 on epoch:    37, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 90.6965255737s, input_fired_time: 1.2303106785, output_fired_time: 1.1407252550, propagate_forward_time: 33.4530982971, propagate_backward_time: 52.2416496277, weight_update_time: 0.1529648751, other_time: 2.6307449341
epoch time: 7.3123750687s, input_fired_time: 0.1542802602, output_fired_time: 0.0000000000, propagate_forward_time: 6.6854906082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726042747
validation[          , genome  4734] predictions:    9716/  10000 (97.16%), best:    9732/10000 (97.32%), error:       938.95074, best error:       903.92755 on epoch:    37, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 90.4784622192s, input_fired_time: 1.2386657000, output_fired_time: 1.1311250925, propagate_forward_time: 33.3522911072, propagate_backward_time: 52.0877151489, weight_update_time: 0.1538388431, other_time: 2.6686668396
epoch time: 7.3797945976s, input_fired_time: 0.1569581330, output_fired_time: 0.0000000000, propagate_forward_time: 6.7459912300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768452644
validation[          , genome  4734] predictions:    9683/  10000 (96.83%), best:    9732/10000 (97.32%), error:      1036.19104, best error:       903.92755 on epoch:    37, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 90.6950302124s, input_fired_time: 1.2544627190, output_fired_time: 1.1327614784, propagate_forward_time: 33.3941612244, propagate_backward_time: 52.1897048950, weight_update_time: 0.1572465301, other_time: 2.7239418030
epoch time: 7.3213219643s, input_fired_time: 0.1570392698, output_fired_time: 0.0000000000, propagate_forward_time: 6.6805090904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837737083
validation[          , genome  4734] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       891.32239, best error:       891.32239 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 90.6091308594s, input_fired_time: 1.2441159487, output_fired_time: 1.1395316124, propagate_forward_time: 33.3570899963, propagate_backward_time: 52.1643409729, weight_update_time: 0.1565353870, other_time: 2.7040481567
epoch time: 7.3043165207s, input_fired_time: 0.1567030996, output_fired_time: 0.0000000000, propagate_forward_time: 6.6628599167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847536087
validation[          , genome  4734] predictions:    9586/  10000 (95.86%), best:    9732/10000 (97.32%), error:      1318.54395, best error:       891.32239 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 90.4022293091s, input_fired_time: 1.2280602455, output_fired_time: 1.1277551651, propagate_forward_time: 33.3527526855, propagate_backward_time: 52.0739212036, weight_update_time: 0.1513159275, other_time: 2.6197433472
epoch time: 7.2655606270s, input_fired_time: 0.1543794423, output_fired_time: 0.0000000000, propagate_forward_time: 6.6385741234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726071358
validation[          , genome  4734] predictions:    9634/  10000 (96.34%), best:    9732/10000 (97.32%), error:      1180.46045, best error:       891.32239 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 90.5900344849s, input_fired_time: 1.2402123213, output_fired_time: 1.1351057291, propagate_forward_time: 33.3814964294, propagate_backward_time: 52.1378326416, weight_update_time: 0.1537704468, other_time: 2.6953849792
epoch time: 7.3560233116s, input_fired_time: 0.1559543163, output_fired_time: 0.0000000000, propagate_forward_time: 6.7277173996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723515511
validation[          , genome  4734] predictions:    9685/  10000 (96.85%), best:    9732/10000 (97.32%), error:      1007.20563, best error:       891.32239 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 90.9370803833s, input_fired_time: 1.2561231852, output_fired_time: 1.1394531727, propagate_forward_time: 33.5326499939, propagate_backward_time: 52.2833900452, weight_update_time: 0.1570470482, other_time: 2.7254638672
epoch time: 7.3313169479s, input_fired_time: 0.1599725783, output_fired_time: 0.0000000000, propagate_forward_time: 6.6864876747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848566055
validation[          , genome  4734] predictions:    9742/  10000 (97.42%), best:    9732/10000 (97.32%), error:       894.65021, best error:       891.32239 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 91.2897338867s, input_fired_time: 1.2549231052, output_fired_time: 1.1425275803, propagate_forward_time: 33.5709800720, propagate_backward_time: 52.6013946533, weight_update_time: 0.1569167823, other_time: 2.7199134827
epoch time: 7.3722791672s, input_fired_time: 0.1590772271, output_fired_time: 0.0000000000, propagate_forward_time: 6.7248482704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4883537292
validation[          , genome  4734] predictions:    9707/  10000 (97.07%), best:    9732/10000 (97.32%), error:       960.80762, best error:       891.32239 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 90.7382888794s, input_fired_time: 1.2425711155, output_fired_time: 1.1334950924, propagate_forward_time: 33.4007873535, propagate_backward_time: 52.2370719910, weight_update_time: 0.1559019387, other_time: 2.7243690491
epoch time: 7.3276166916s, input_fired_time: 0.1563887149, output_fired_time: 0.0000000000, propagate_forward_time: 6.6867241859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845037460
validation[          , genome  4734] predictions:    9686/  10000 (96.86%), best:    9732/10000 (97.32%), error:      1105.11938, best error:       891.32239 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 90.8132705688s, input_fired_time: 1.2487061024, output_fired_time: 1.1387407780, propagate_forward_time: 33.4221763611, propagate_backward_time: 52.2732925415, weight_update_time: 0.1565318406, other_time: 2.7303581238
epoch time: 7.2984480858s, input_fired_time: 0.1578896940, output_fired_time: 0.0000000000, propagate_forward_time: 6.6549615860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855966568
validation[          , genome  4734] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       891.19763, best error:       891.19763 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 91.0329971313s, input_fired_time: 1.2349405289, output_fired_time: 1.1384034157, propagate_forward_time: 33.5160675049, propagate_backward_time: 52.5258331299, weight_update_time: 0.1543956697, other_time: 2.6177520752
epoch time: 7.3493313789s, input_fired_time: 0.1561935693, output_fired_time: 0.0000000000, propagate_forward_time: 6.7218432426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712944031
validation[          , genome  4734] predictions:    9720/  10000 (97.20%), best:    9718/10000 (97.18%), error:       958.16034, best error:       891.19763 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 90.9502487183s, input_fired_time: 1.2450277805, output_fired_time: 1.1416251659, propagate_forward_time: 33.4771041870, propagate_backward_time: 52.3837852478, weight_update_time: 0.1570573300, other_time: 2.7027091980
epoch time: 7.3005046844s, input_fired_time: 0.1560512632, output_fired_time: 0.0000000000, propagate_forward_time: 6.6610589027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833946228
validation[          , genome  4734] predictions:    9637/  10000 (96.37%), best:    9718/10000 (97.18%), error:      1260.96826, best error:       891.19763 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 90.6288146973s, input_fired_time: 1.2232465744, output_fired_time: 1.1291332245, propagate_forward_time: 33.3980560303, propagate_backward_time: 52.2577209473, weight_update_time: 0.1536426544, other_time: 2.6206588745
epoch time: 7.2822141647s, input_fired_time: 0.1532709599, output_fired_time: 0.0000000000, propagate_forward_time: 6.6635994911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653439522
validation[          , genome  4734] predictions:    9678/  10000 (96.78%), best:    9718/10000 (97.18%), error:      1086.82788, best error:       891.19763 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 91.3885498047s, input_fired_time: 1.2551872730, output_fired_time: 1.1441823244, propagate_forward_time: 33.5777168274, propagate_backward_time: 52.6885757446, weight_update_time: 0.1580522656, other_time: 2.7228889465
epoch time: 7.3343958855s, input_fired_time: 0.1561922878, output_fired_time: 0.0000000000, propagate_forward_time: 6.6918821335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863214493
validation[          , genome  4734] predictions:    9704/  10000 (97.04%), best:    9718/10000 (97.18%), error:       983.70740, best error:       891.19763 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 90.8213272095s, input_fired_time: 1.2318998575, output_fired_time: 1.1331206560, propagate_forward_time: 33.4732475281, propagate_backward_time: 52.3501091003, weight_update_time: 0.1550104320, other_time: 2.6329498291
epoch time: 7.3376832008s, input_fired_time: 0.1560153812, output_fired_time: 0.0000000000, propagate_forward_time: 6.7097425461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719252586
validation[          , genome  4734] predictions:    9725/  10000 (97.25%), best:    9718/10000 (97.18%), error:       953.44806, best error:       891.19763 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 90.7966995239s, input_fired_time: 1.2329729795, output_fired_time: 1.1356376410, propagate_forward_time: 33.4537696838, propagate_backward_time: 52.3479156494, weight_update_time: 0.1538963914, other_time: 2.6264076233
epoch time: 7.2823052406s, input_fired_time: 0.1546553075, output_fired_time: 0.0000000000, propagate_forward_time: 6.6556935310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719562531
validation[          , genome  4734] predictions:    9695/  10000 (96.95%), best:    9718/10000 (97.18%), error:       957.58344, best error:       891.19763 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 91.0992584229s, input_fired_time: 1.2300773859, output_fired_time: 1.1435682774, propagate_forward_time: 33.5173950195, propagate_backward_time: 52.5915527344, weight_update_time: 0.1549998224, other_time: 2.6166610718
epoch time: 7.3552374840s, input_fired_time: 0.1555151641, output_fired_time: 0.0000000000, propagate_forward_time: 6.7273116112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724106789
validation[          , genome  4734] predictions:    9701/  10000 (97.01%), best:    9718/10000 (97.18%), error:       959.79413, best error:       891.19763 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 91.0133972168s, input_fired_time: 1.2375149727, output_fired_time: 1.1360820532, propagate_forward_time: 33.5108871460, propagate_backward_time: 52.4753341675, weight_update_time: 0.1552914977, other_time: 2.6535720825
epoch time: 7.2715935707s, input_fired_time: 0.1542210132, output_fired_time: 0.0000000000, propagate_forward_time: 6.6437258720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736466408
validation[          , genome  4734] predictions:    9688/  10000 (96.88%), best:    9718/10000 (97.18%), error:      1078.76758, best error:       891.19763 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 90.6007843018s, input_fired_time: 1.2431166172, output_fired_time: 1.1289204359, propagate_forward_time: 33.2686767578, propagate_backward_time: 52.2545356750, weight_update_time: 0.1563803405, other_time: 2.7055320740
epoch time: 7.3207411766s, input_fired_time: 0.1544072032, output_fired_time: 0.0000000000, propagate_forward_time: 6.6942844391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4720497131
validation[          , genome  4734] predictions:    9699/  10000 (96.99%), best:    9718/10000 (97.18%), error:      1035.78894, best error:       891.19763 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 90.9927520752s, input_fired_time: 1.2469803095, output_fired_time: 1.1389991045, propagate_forward_time: 33.4615249634, propagate_backward_time: 52.4383316040, weight_update_time: 0.1575822383, other_time: 2.7069168091
epoch time: 7.3549523354s, input_fired_time: 0.1568461657, output_fired_time: 0.0000000000, propagate_forward_time: 6.7126507759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854555130
validation[          , genome  4734] predictions:    9686/  10000 (96.86%), best:    9718/10000 (97.18%), error:      1083.28552, best error:       891.19763 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 91.4522628784s, input_fired_time: 1.2346832752, output_fired_time: 1.1471226215, propagate_forward_time: 33.6546211243, propagate_backward_time: 52.7844238281, weight_update_time: 0.1548938155, other_time: 2.6314125061
epoch time: 7.3637666702s, input_fired_time: 0.1542849839, output_fired_time: 0.0000000000, propagate_forward_time: 6.7362151146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732666016
validation[          , genome  4734] predictions:    9720/  10000 (97.20%), best:    9718/10000 (97.18%), error:       949.03571, best error:       891.19763 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 91.4326934814s, input_fired_time: 1.2539888620, output_fired_time: 1.1476457119, propagate_forward_time: 33.6047286987, propagate_backward_time: 52.7091903687, weight_update_time: 0.1579347551, other_time: 2.7171401978
epoch time: 7.3209085464s, input_fired_time: 0.1571917385, output_fired_time: 0.0000000000, propagate_forward_time: 6.6808581352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828586578
validation[          , genome  4734] predictions:    9667/  10000 (96.67%), best:    9718/10000 (97.18%), error:      1080.79724, best error:       891.19763 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 90.8607025146s, input_fired_time: 1.2296644449, output_fired_time: 1.1372557878, propagate_forward_time: 33.4353141785, propagate_backward_time: 52.4371376038, weight_update_time: 0.1542026997, other_time: 2.6213302612
epoch time: 7.3170080185s, input_fired_time: 0.1571678072, output_fired_time: 0.0000000000, propagate_forward_time: 6.6889324188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709076881
validation[          , genome  4734] predictions:    9703/  10000 (97.03%), best:    9718/10000 (97.18%), error:       980.48102, best error:       891.19763 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 90.8120574951s, input_fired_time: 1.2502609491, output_fired_time: 1.1334217787, propagate_forward_time: 33.4156455994, propagate_backward_time: 52.2851104736, weight_update_time: 0.1582277864, other_time: 2.7276191711
epoch time: 7.3653473854s, input_fired_time: 0.1695646793, output_fired_time: 0.0000000000, propagate_forward_time: 6.7236647606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721179008
validation[          , genome  4734] predictions:    8870/  10000 (88.70%), best:    9718/10000 (97.18%), error:      4471.29785, best error:       891.19763 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

resetting weights to those on epoch: 74
epoch time: 90.6704940796s, input_fired_time: 1.2294695377, output_fired_time: 1.1343752146, propagate_forward_time: 33.4220352173, propagate_backward_time: 52.2626342773, weight_update_time: 0.1535081118, other_time: 2.6219787598
epoch time: 7.2588381767s, input_fired_time: 0.1537506729, output_fired_time: 0.0000000000, propagate_forward_time: 6.6322288513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728584290
validation[          , genome  4734] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       963.25647, best error:       891.19763 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 91.0792846680s, input_fired_time: 1.2348279953, output_fired_time: 1.1436511278, propagate_forward_time: 33.5792388916, propagate_backward_time: 52.4956779480, weight_update_time: 0.1554966420, other_time: 2.6258888245
epoch time: 7.3596272469s, input_fired_time: 0.1547796279, output_fired_time: 0.0000000000, propagate_forward_time: 6.7331509590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716968536
validation[          , genome  4734] predictions:    9728/  10000 (97.28%), best:    9718/10000 (97.18%), error:       895.86414, best error:       891.19763 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 91.1483840942s, input_fired_time: 1.2556114197, output_fired_time: 1.1482359171, propagate_forward_time: 33.5373611450, propagate_backward_time: 52.4858245850, weight_update_time: 0.1591619849, other_time: 2.7213516235
epoch time: 7.3410687447s, input_fired_time: 0.1571896076, output_fired_time: 0.0000000000, propagate_forward_time: 6.7028431892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810357094
validation[          , genome  4734] predictions:    9707/  10000 (97.07%), best:    9718/10000 (97.18%), error:       965.19189, best error:       891.19763 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 90.5611495972s, input_fired_time: 1.2232885361, output_fired_time: 1.1358574629, propagate_forward_time: 33.3587455750, propagate_backward_time: 52.2252464294, weight_update_time: 0.1540057510, other_time: 2.6180114746
epoch time: 7.2916378975s, input_fired_time: 0.1531026959, output_fired_time: 0.0000000000, propagate_forward_time: 6.6653184891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732165337
validation[          , genome  4734] predictions:    9685/  10000 (96.85%), best:    9718/10000 (97.18%), error:      1029.34436, best error:       891.19763 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 90.5819854736s, input_fired_time: 1.2487614155, output_fired_time: 1.1395050287, propagate_forward_time: 33.3222961426, propagate_backward_time: 52.1546554565, weight_update_time: 0.1594170034, other_time: 2.7167663574
epoch time: 7.2872409821s, input_fired_time: 0.1585740149, output_fired_time: 0.0000000000, propagate_forward_time: 6.6429429054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857239723
validation[          , genome  4734] predictions:    9672/  10000 (96.72%), best:    9718/10000 (97.18%), error:      1177.62097, best error:       891.19763 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 90.9263763428s, input_fired_time: 1.2483847141, output_fired_time: 1.1371117830, propagate_forward_time: 33.4574203491, propagate_backward_time: 52.3741264343, weight_update_time: 0.1565744132, other_time: 2.7093315125
epoch time: 7.3149294853s, input_fired_time: 0.1556283683, output_fired_time: 0.0000000000, propagate_forward_time: 6.6873364449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719648361
validation[          , genome  4734] predictions:    9727/  10000 (97.27%), best:    9718/10000 (97.18%), error:       949.69446, best error:       891.19763 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 90.4359664917s, input_fired_time: 1.2281984091, output_fired_time: 1.1283123493, propagate_forward_time: 33.3434333801, propagate_backward_time: 52.1113815308, weight_update_time: 0.1547613740, other_time: 2.6246452332
epoch time: 7.3215360641s, input_fired_time: 0.1562170088, output_fired_time: 0.0000000000, propagate_forward_time: 6.6927666664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4725522995
validation[          , genome  4734] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       886.29645, best error:       886.29645 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 90.8044433594s, input_fired_time: 1.2519069910, output_fired_time: 1.1376168728, propagate_forward_time: 33.4538459778, propagate_backward_time: 52.2508926392, weight_update_time: 0.1565106362, other_time: 2.7101783752
epoch time: 7.3273901939s, input_fired_time: 0.1585761756, output_fired_time: 0.0000000000, propagate_forward_time: 6.6829929352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858212471
validation[          , genome  4734] predictions:    9673/  10000 (96.73%), best:    9746/10000 (97.46%), error:      1065.12244, best error:       886.29645 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 90.8033065796s, input_fired_time: 1.2309834957, output_fired_time: 1.1365834475, propagate_forward_time: 33.4791717529, propagate_backward_time: 52.3287315369, weight_update_time: 0.1553564817, other_time: 2.6278419495
epoch time: 7.2901649475s, input_fired_time: 0.1543400735, output_fired_time: 0.0000000000, propagate_forward_time: 6.6662435532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695811272
validation[          , genome  4734] predictions:    9652/  10000 (96.52%), best:    9746/10000 (97.46%), error:      1230.08594, best error:       886.29645 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.1728668213s, input_fired_time: 1.2360841036, output_fired_time: 1.1428854465, propagate_forward_time: 33.5458564758, propagate_backward_time: 52.6104583740, weight_update_time: 0.1560789943, other_time: 2.6375846863
epoch time: 7.3464980125s, input_fired_time: 0.1553007364, output_fired_time: 0.0000000000, propagate_forward_time: 6.7177767754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734206200
validation[          , genome  4734] predictions:    9676/  10000 (96.76%), best:    9746/10000 (97.46%), error:      1063.10229, best error:       886.29645 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 91.1355209351s, input_fired_time: 1.2535911798, output_fired_time: 1.1451034546, propagate_forward_time: 33.5051231384, propagate_backward_time: 52.5175590515, weight_update_time: 0.1587186158, other_time: 2.7141418457
epoch time: 7.3148913383s, input_fired_time: 0.1545570642, output_fired_time: 0.0000000000, propagate_forward_time: 6.6884307861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719033241
validation[          , genome  4734] predictions:    9707/  10000 (97.07%), best:    9746/10000 (97.46%), error:       989.61591, best error:       886.29645 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 90.5080261230s, input_fired_time: 1.2348171473, output_fired_time: 1.1383057833, propagate_forward_time: 33.3120574951, propagate_backward_time: 52.2006835938, weight_update_time: 0.1567989141, other_time: 2.6221618652
epoch time: 7.2908558846s, input_fired_time: 0.1538134366, output_fired_time: 0.0000000000, propagate_forward_time: 6.6639328003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731097221
validation[          , genome  4734] predictions:    9724/  10000 (97.24%), best:    9746/10000 (97.46%), error:       913.51471, best error:       886.29645 on epoch:    95, 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: 36.5783843994s, input_fired_time: 0.7926874161, output_fired_time: 0.0000000000, propagate_forward_time: 33.2998237610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4858741760
best training[          , genome  4734] predictions:   49702/  50000 (99.40%), best:    9746/10000 (97.46%), error:      1389.14343, best error:       886.29645 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 7.2413640022s, input_fired_time: 0.1549569070, output_fired_time: 0.0000000000, propagate_forward_time: 6.6193304062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670767784
   testing[          , genome  4734] predictions:    9769/  10000 (97.69%), best:    9746/10000 (97.46%), error:       768.94159, best error:       886.29645 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:21:32 (4700): called boinc_finish(0)

</stderr_txt>
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