Nameexact_genome_1512568488_41_4498_0
Workunit2593730
Created7 Dec 2017, 10:12:01 UTC
Sent7 Dec 2017, 10:15:10 UTC
Report deadline12 Dec 2017, 6:14:53 UTC
Received9 Dec 2017, 2:09:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 37 min 20 sec
CPU time2 hours 33 min 38 sec
Validate stateValid
Credit1,208.29
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.04 MB
Peak swap size156.80 MB
Peak disk usage1.51 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1288513243, output_fired_time: 0.0000000000, propagate_forward_time: 6.5515198708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957032204
validation[          , genome  4498] predictions:    9597/  10000 (95.97%), best:    9617/10000 (96.17%), error:      1343.77905, best error:      1286.28003 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 83.1376953125s, input_fired_time: 1.0327016115, output_fired_time: 1.0728857517, propagate_forward_time: 31.9897441864, propagate_backward_time: 46.1958885193, weight_update_time: 0.1488683820, other_time: 2.8464775085
epoch time: 7.2436289787s, input_fired_time: 0.1310936809, output_fired_time: 0.0000000000, propagate_forward_time: 6.6202282906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923071861
validation[          , genome  4498] predictions:    9604/  10000 (96.04%), best:    9617/10000 (96.17%), error:      1294.67834, best error:      1286.28003 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 85.1647338867s, input_fired_time: 1.0498321056, output_fired_time: 1.0959225893, propagate_forward_time: 32.9783554077, propagate_backward_time: 47.1651954651, weight_update_time: 0.1526864171, other_time: 2.8754234314
epoch time: 7.2661228180s, input_fired_time: 0.1320831478, output_fired_time: 0.0000000000, propagate_forward_time: 6.6241793633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098605156
validation[          , genome  4498] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1273.05969, best error:      1273.05969 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 84.7567520142s, input_fired_time: 1.0530778170, output_fired_time: 1.0859856606, propagate_forward_time: 32.8324050903, propagate_backward_time: 46.9538230896, weight_update_time: 0.1498285830, other_time: 2.8314628601
epoch time: 7.1797485352s, input_fired_time: 0.1290749311, output_fired_time: 0.0000000000, propagate_forward_time: 6.5520873070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985861778
validation[          , genome  4498] predictions:    9577/  10000 (95.77%), best:    9617/10000 (96.17%), error:      1350.81384, best error:      1273.05969 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 82.8227157593s, input_fired_time: 1.0171085596, output_fired_time: 1.0741181374, propagate_forward_time: 31.8268375397, propagate_backward_time: 46.0944099426, weight_update_time: 0.1482882351, other_time: 2.8102455139
epoch time: 7.1909050941s, input_fired_time: 0.1318885535, output_fired_time: 0.0000000000, propagate_forward_time: 6.5494046211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096120834
validation[          , genome  4498] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1236.64343, best error:      1236.64343 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 83.5622253418s, input_fired_time: 1.0383954048, output_fired_time: 1.0848222971, propagate_forward_time: 32.0532264709, propagate_backward_time: 46.4772033691, weight_update_time: 0.1526216120, other_time: 2.9085731506
epoch time: 7.2304997444s, input_fired_time: 0.1298376918, output_fired_time: 0.0000000000, propagate_forward_time: 6.5988454819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018167496
validation[          , genome  4498] predictions:    9430/  10000 (94.30%), best:    9625/10000 (96.25%), error:      1797.79163, best error:      1236.64343 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 83.5304183960s, input_fired_time: 1.0344808102, output_fired_time: 1.0793871880, propagate_forward_time: 32.2358360291, propagate_backward_time: 46.3313179016, weight_update_time: 0.1496549845, other_time: 2.8494033813
epoch time: 6.8063511848s, input_fired_time: 0.1293721795, output_fired_time: 0.0000000000, propagate_forward_time: 6.1605243683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164546967
validation[          , genome  4498] predictions:    9591/  10000 (95.91%), best:    9625/10000 (96.25%), error:      1315.53345, best error:      1236.64343 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 85.3538589478s, input_fired_time: 1.0509842634, output_fired_time: 1.0908000469, propagate_forward_time: 33.0401458740, propagate_backward_time: 47.3332481384, weight_update_time: 0.1526284069, other_time: 2.8386802673
epoch time: 6.7647137642s, input_fired_time: 0.1310660094, output_fired_time: 0.0000000000, propagate_forward_time: 6.1213116646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123362541
validation[          , genome  4498] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1200.04651, best error:      1200.04651 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 84.5466842651s, input_fired_time: 1.0450531244, output_fired_time: 1.0865864754, propagate_forward_time: 32.7516593933, propagate_backward_time: 46.7844810486, weight_update_time: 0.1548734307, other_time: 2.8789062500
epoch time: 7.2940821648s, input_fired_time: 0.1350495815, output_fired_time: 0.0000000000, propagate_forward_time: 6.6477069855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113258362
validation[          , genome  4498] predictions:    9601/  10000 (96.01%), best:    9646/10000 (96.46%), error:      1308.00183, best error:      1200.04651 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 83.1709899902s, input_fired_time: 1.0404886007, output_fired_time: 1.0804842710, propagate_forward_time: 31.9339199066, propagate_backward_time: 46.1953811646, weight_update_time: 0.1521695554, other_time: 2.9207153320
epoch time: 7.1802425385s, input_fired_time: 0.1295872480, output_fired_time: 0.0000000000, propagate_forward_time: 6.5598406792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4908146858
validation[          , genome  4498] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1166.62341, best error:      1166.62341 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 84.7796020508s, input_fired_time: 1.0395252705, output_fired_time: 1.0849471092, propagate_forward_time: 32.8206291199, propagate_backward_time: 47.0442352295, weight_update_time: 0.1504748017, other_time: 2.7902641296
epoch time: 7.1093792915s, input_fired_time: 0.1331226975, output_fired_time: 0.0000000000, propagate_forward_time: 6.4581747055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180816650
validation[          , genome  4498] predictions:    9644/  10000 (96.44%), best:    9649/10000 (96.49%), error:      1184.71936, best error:      1166.62341 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 84.8948593140s, input_fired_time: 1.0556002855, output_fired_time: 1.0854387283, propagate_forward_time: 32.8183784485, propagate_backward_time: 47.0496482849, weight_update_time: 0.1519375145, other_time: 2.8857879639
epoch time: 7.1242485046s, input_fired_time: 0.1283112168, output_fired_time: 0.0000000000, propagate_forward_time: 6.5102281570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857091904
validation[          , genome  4498] predictions:    9599/  10000 (95.99%), best:    9649/10000 (96.49%), error:      1271.12256, best error:      1166.62341 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 84.1245574951s, input_fired_time: 1.0441435575, output_fired_time: 1.0837631226, propagate_forward_time: 32.4924583435, propagate_backward_time: 46.6433715820, weight_update_time: 0.1533425003, other_time: 2.8608207703
epoch time: 7.1987199783s, input_fired_time: 0.1287994981, output_fired_time: 0.0000000000, propagate_forward_time: 6.5669155121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030050278
validation[          , genome  4498] predictions:    9639/  10000 (96.39%), best:    9649/10000 (96.49%), error:      1201.46362, best error:      1166.62341 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 84.0248031616s, input_fired_time: 1.0356421471, output_fired_time: 1.0833214521, propagate_forward_time: 32.4751586914, propagate_backward_time: 46.6115570068, weight_update_time: 0.1496682912, other_time: 2.8191223145
epoch time: 6.3527874947s, input_fired_time: 0.1276006550, output_fired_time: 0.0000000000, propagate_forward_time: 5.6682119370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569748878
validation[          , genome  4498] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1101.86646, best error:      1101.86646 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 84.0215225220s, input_fired_time: 1.0423630476, output_fired_time: 1.0786269903, propagate_forward_time: 32.4117774963, propagate_backward_time: 46.6247634888, weight_update_time: 0.1506484896, other_time: 2.8639869690
epoch time: 7.0989389420s, input_fired_time: 0.1272743940, output_fired_time: 0.0000000000, propagate_forward_time: 6.4788317680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928326607
validation[          , genome  4498] predictions:    9562/  10000 (95.62%), best:    9693/10000 (96.93%), error:      1408.73816, best error:      1101.86646 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 83.7798919678s, input_fired_time: 1.0394487381, output_fired_time: 1.0731000900, propagate_forward_time: 32.3649520874, propagate_backward_time: 46.4722404480, weight_update_time: 0.1488532722, other_time: 2.8301506042
epoch time: 6.7522301674s, input_fired_time: 0.1282170266, output_fired_time: 0.0000000000, propagate_forward_time: 6.1133303642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106825829
validation[          , genome  4498] predictions:    9650/  10000 (96.50%), best:    9693/10000 (96.93%), error:      1161.10168, best error:      1101.86646 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 84.7277755737s, input_fired_time: 1.0379544497, output_fired_time: 1.0813542604, propagate_forward_time: 32.8677024841, propagate_backward_time: 46.9250450134, weight_update_time: 0.1523244828, other_time: 2.8157196045
epoch time: 7.0373468399s, input_fired_time: 0.1300465912, output_fired_time: 0.0000000000, propagate_forward_time: 6.4093914032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979090691
validation[          , genome  4498] predictions:    9640/  10000 (96.40%), best:    9693/10000 (96.93%), error:      1167.36304, best error:      1101.86646 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 83.5348205566s, input_fired_time: 1.0409379005, output_fired_time: 1.0665546656, propagate_forward_time: 32.2792472839, propagate_backward_time: 46.2705802917, weight_update_time: 0.1504797190, other_time: 2.8775024414
epoch time: 7.2341642380s, input_fired_time: 0.1323456019, output_fired_time: 0.0000000000, propagate_forward_time: 6.5943641663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074543953
validation[          , genome  4498] predictions:    9654/  10000 (96.54%), best:    9693/10000 (96.93%), error:      1223.72998, best error:      1101.86646 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 83.4633026123s, input_fired_time: 1.0472382307, output_fired_time: 1.0774502754, propagate_forward_time: 32.2274284363, propagate_backward_time: 46.2100944519, weight_update_time: 0.1518481672, other_time: 2.9010848999
epoch time: 7.0944461823s, input_fired_time: 0.1311440766, output_fired_time: 0.0000000000, propagate_forward_time: 6.4591951370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041069984
validation[          , genome  4498] predictions:    9587/  10000 (95.87%), best:    9693/10000 (96.93%), error:      1300.70898, best error:      1101.86646 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 84.3180007935s, input_fired_time: 1.0492266417, output_fired_time: 1.0862690210, propagate_forward_time: 32.6017494202, propagate_backward_time: 46.6813430786, weight_update_time: 0.1531778127, other_time: 2.8994178772
epoch time: 7.2577829361s, input_fired_time: 0.1313556731, output_fired_time: 0.0000000000, propagate_forward_time: 6.6240601540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5023670197
validation[          , genome  4498] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1090.47900, best error:      1090.47900 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 84.2051391602s, input_fired_time: 1.0490911007, output_fired_time: 1.0922267437, propagate_forward_time: 32.3153724670, propagate_backward_time: 46.8410644531, weight_update_time: 0.1524100453, other_time: 2.9073905945
epoch time: 7.0900692940s, input_fired_time: 0.1273716688, output_fired_time: 0.0000000000, propagate_forward_time: 6.4719510078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907464981
validation[          , genome  4498] predictions:    9651/  10000 (96.51%), best:    9670/10000 (96.70%), error:      1127.91736, best error:      1090.47900 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 84.6050415039s, input_fired_time: 1.0492761135, output_fired_time: 1.0826097727, propagate_forward_time: 32.6438980103, propagate_backward_time: 46.9766578674, weight_update_time: 0.1530739069, other_time: 2.8525962830
epoch time: 7.2486395836s, input_fired_time: 0.1340573281, output_fired_time: 0.0000000000, propagate_forward_time: 6.6018099785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127720833
validation[          , genome  4498] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1134.35608, best error:      1090.47900 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 83.2123489380s, input_fired_time: 1.0372704268, output_fired_time: 1.0715367794, propagate_forward_time: 32.0334434509, propagate_backward_time: 46.2132873535, weight_update_time: 0.1501887441, other_time: 2.8568153381
epoch time: 6.4907679558s, input_fired_time: 0.1262384951, output_fired_time: 0.0000000000, propagate_forward_time: 5.8247680664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397615433
validation[          , genome  4498] predictions:    9659/  10000 (96.59%), best:    9670/10000 (96.70%), error:      1130.72925, best error:      1090.47900 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 83.6148834229s, input_fired_time: 1.0422006845, output_fired_time: 1.0775883198, propagate_forward_time: 32.2809143066, propagate_backward_time: 46.3525352478, weight_update_time: 0.1490309536, other_time: 2.8616447449
epoch time: 6.9304981232s, input_fired_time: 0.1290106922, output_fired_time: 0.0000000000, propagate_forward_time: 6.2945060730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069813728
validation[          , genome  4498] predictions:    9657/  10000 (96.57%), best:    9670/10000 (96.70%), error:      1137.82568, best error:      1090.47900 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 82.9796829224s, input_fired_time: 1.0351920128, output_fired_time: 1.0718386173, propagate_forward_time: 31.8289756775, propagate_backward_time: 46.1821441650, weight_update_time: 0.1494258493, other_time: 2.8615303040
epoch time: 7.0624608994s, input_fired_time: 0.1328232437, output_fired_time: 0.0000000000, propagate_forward_time: 6.4157476425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138897896
validation[          , genome  4498] predictions:    9653/  10000 (96.53%), best:    9670/10000 (96.70%), error:      1101.47034, best error:      1090.47900 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 84.5327529907s, input_fired_time: 1.0435091257, output_fired_time: 1.0824731588, propagate_forward_time: 32.6557006836, propagate_backward_time: 46.8834991455, weight_update_time: 0.1520245075, other_time: 2.8675689697
epoch time: 7.2263598442s, input_fired_time: 0.1342536807, output_fired_time: 0.0000000000, propagate_forward_time: 6.5693287849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5227775574
validation[          , genome  4498] predictions:    9635/  10000 (96.35%), best:    9670/10000 (96.70%), error:      1169.72607, best error:      1090.47900 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 83.0258102417s, input_fired_time: 1.0385103226, output_fired_time: 1.0773943663, propagate_forward_time: 31.9329433441, propagate_backward_time: 46.0827560425, weight_update_time: 0.1498440355, other_time: 2.8942031860
epoch time: 6.3724341393s, input_fired_time: 0.1273556203, output_fired_time: 0.0000000000, propagate_forward_time: 5.7341070175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109715462
validation[          , genome  4498] predictions:    9611/  10000 (96.11%), best:    9670/10000 (96.70%), error:      1226.90479, best error:      1090.47900 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 83.3705444336s, input_fired_time: 1.0394802094, output_fired_time: 1.0789026022, propagate_forward_time: 32.0963249207, propagate_backward_time: 46.2789688110, weight_update_time: 0.1486778557, other_time: 2.8768653870
epoch time: 7.0928888321s, input_fired_time: 0.1323934048, output_fired_time: 0.0000000000, propagate_forward_time: 6.4298248291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306706429
validation[          , genome  4498] predictions:    9674/  10000 (96.74%), best:    9670/10000 (96.70%), error:      1097.13037, best error:      1090.47900 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 83.8228607178s, input_fired_time: 1.0401240587, output_fired_time: 1.0795474052, propagate_forward_time: 32.2454071045, propagate_backward_time: 46.5615844727, weight_update_time: 0.1532626152, other_time: 2.8962020874
epoch time: 7.1147923470s, input_fired_time: 0.1298895180, output_fired_time: 0.0000000000, propagate_forward_time: 6.4927887917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921140671
validation[          , genome  4498] predictions:    9570/  10000 (95.70%), best:    9670/10000 (96.70%), error:      1388.70325, best error:      1090.47900 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 84.5514602661s, input_fired_time: 1.0519108772, output_fired_time: 1.0822395086, propagate_forward_time: 32.7798881531, propagate_backward_time: 46.7585906982, weight_update_time: 0.1525811851, other_time: 2.8788337708
epoch time: 7.0529394150s, input_fired_time: 0.1288191825, output_fired_time: 0.0000000000, propagate_forward_time: 6.4366278648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874925613
validation[          , genome  4498] predictions:    9625/  10000 (96.25%), best:    9670/10000 (96.70%), error:      1204.01172, best error:      1090.47900 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 84.1632766724s, input_fired_time: 1.0439070463, output_fired_time: 1.0766675472, propagate_forward_time: 32.6012344360, propagate_backward_time: 46.5928192139, weight_update_time: 0.1515607387, other_time: 2.8486480713
epoch time: 7.1087994576s, input_fired_time: 0.1280782521, output_fired_time: 0.0000000000, propagate_forward_time: 6.4902205467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905004501
validation[          , genome  4498] predictions:    9669/  10000 (96.69%), best:    9670/10000 (96.70%), error:      1110.64587, best error:      1090.47900 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 84.4165496826s, input_fired_time: 1.0460733175, output_fired_time: 1.0778187513, propagate_forward_time: 32.7308692932, propagate_backward_time: 46.7444381714, weight_update_time: 0.1516843885, other_time: 2.8173484802
epoch time: 7.2840762138s, input_fired_time: 0.1358382106, output_fired_time: 0.0000000000, propagate_forward_time: 6.6218199730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264182091
validation[          , genome  4498] predictions:    9619/  10000 (96.19%), best:    9670/10000 (96.70%), error:      1197.92310, best error:      1090.47900 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 84.7147064209s, input_fired_time: 1.0564500093, output_fired_time: 1.0807909966, propagate_forward_time: 32.7896537781, propagate_backward_time: 46.9000053406, weight_update_time: 0.1514313668, other_time: 2.8878097534
epoch time: 7.0901370049s, input_fired_time: 0.1303862482, output_fired_time: 0.0000000000, propagate_forward_time: 6.4543113708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054392815
validation[          , genome  4498] predictions:    9641/  10000 (96.41%), best:    9670/10000 (96.70%), error:      1157.42249, best error:      1090.47900 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 84.8488082886s, input_fired_time: 1.0727959871, output_fired_time: 1.0891231298, propagate_forward_time: 32.7830009460, propagate_backward_time: 46.9703826904, weight_update_time: 0.1545975357, other_time: 2.9334983826
epoch time: 7.3206086159s, input_fired_time: 0.1379382163, output_fired_time: 0.0000000000, propagate_forward_time: 6.6495847702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5330858231
validation[          , genome  4498] predictions:    9651/  10000 (96.51%), best:    9670/10000 (96.70%), error:      1114.01379, best error:      1090.47900 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 84.9946594238s, input_fired_time: 1.0595426559, output_fired_time: 1.0852291584, propagate_forward_time: 32.9016227722, propagate_backward_time: 47.0901107788, weight_update_time: 0.1515085548, other_time: 2.8581581116
epoch time: 7.0594754219s, input_fired_time: 0.1305522770, output_fired_time: 0.0000000000, propagate_forward_time: 6.4401636124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4887595177
validation[          , genome  4498] predictions:    9637/  10000 (96.37%), best:    9670/10000 (96.70%), error:      1163.52502, best error:      1090.47900 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 84.3422088623s, input_fired_time: 1.0455393791, output_fired_time: 1.0805799961, propagate_forward_time: 32.5964622498, propagate_backward_time: 46.8051490784, weight_update_time: 0.1516405940, other_time: 2.8144760132
epoch time: 6.7222442627s, input_fired_time: 0.1299068481, output_fired_time: 0.0000000000, propagate_forward_time: 6.0840349197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083026886
validation[          , genome  4498] predictions:    9639/  10000 (96.39%), best:    9670/10000 (96.70%), error:      1167.00647, best error:      1090.47900 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 84.8695068359s, input_fired_time: 1.0580769777, output_fired_time: 1.0837286711, propagate_forward_time: 32.8409118652, propagate_backward_time: 47.0031738281, weight_update_time: 0.1544860005, other_time: 2.8836212158
epoch time: 7.4431138039s, input_fired_time: 0.1379354745, output_fired_time: 0.0000000000, propagate_forward_time: 6.7767844200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283937454
validation[          , genome  4498] predictions:    9648/  10000 (96.48%), best:    9670/10000 (96.70%), error:      1107.89575, best error:      1090.47900 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 84.8485641479s, input_fired_time: 1.0543830395, output_fired_time: 1.0887126923, propagate_forward_time: 32.8528099060, propagate_backward_time: 47.0423278809, weight_update_time: 0.1536017358, other_time: 2.8103294373
epoch time: 7.1862359047s, input_fired_time: 0.1324581206, output_fired_time: 0.0000000000, propagate_forward_time: 6.5516324043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021452904
validation[          , genome  4498] predictions:    9641/  10000 (96.41%), best:    9670/10000 (96.70%), error:      1139.94238, best error:      1090.47900 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 84.4252777100s, input_fired_time: 1.0472818613, output_fired_time: 1.0776160955, propagate_forward_time: 32.6462669373, propagate_backward_time: 46.8664550781, weight_update_time: 0.1500967294, other_time: 2.7876625061
epoch time: 7.1956644058s, input_fired_time: 0.1365090460, output_fired_time: 0.0000000000, propagate_forward_time: 6.5406370163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185184479
validation[          , genome  4498] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1059.90845, best error:      1059.90845 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 83.4526138306s, input_fired_time: 1.0556223392, output_fired_time: 1.0758804083, propagate_forward_time: 32.2265434265, propagate_backward_time: 46.2240371704, weight_update_time: 0.1500977129, other_time: 2.8705253601
epoch time: 7.1386270523s, input_fired_time: 0.1307178140, output_fired_time: 0.0000000000, propagate_forward_time: 6.5177369118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901723862
validation[          , genome  4498] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1049.86707, best error:      1049.86707 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 83.5351257324s, input_fired_time: 1.0502779484, output_fired_time: 1.0792227983, propagate_forward_time: 32.1428337097, propagate_backward_time: 46.3469772339, weight_update_time: 0.1511367857, other_time: 2.9158134460
epoch time: 7.2859992981s, input_fired_time: 0.1330062002, output_fired_time: 0.0000000000, propagate_forward_time: 6.6418862343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111069679
validation[          , genome  4498] predictions:    9661/  10000 (96.61%), best:    9677/10000 (96.77%), error:      1127.58887, best error:      1049.86707 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 83.0861587524s, input_fired_time: 1.0474835634, output_fired_time: 1.0645204782, propagate_forward_time: 32.0521621704, propagate_backward_time: 46.0206260681, weight_update_time: 0.1505453438, other_time: 2.9013633728
epoch time: 6.7707991600s, input_fired_time: 0.1315190047, output_fired_time: 0.0000000000, propagate_forward_time: 6.0956001282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436801910
validation[          , genome  4498] predictions:    9627/  10000 (96.27%), best:    9677/10000 (96.77%), error:      1171.21973, best error:      1049.86707 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 81.3045349121s, input_fired_time: 1.0327426195, output_fired_time: 1.0535477400, propagate_forward_time: 31.2851505280, propagate_backward_time: 45.0834579468, weight_update_time: 0.1475583911, other_time: 2.8496322632
epoch time: 7.2463159561s, input_fired_time: 0.1372508258, output_fired_time: 0.0000000000, propagate_forward_time: 6.5796160698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294489861
validation[          , genome  4498] predictions:    9669/  10000 (96.69%), best:    9677/10000 (96.77%), error:      1059.38562, best error:      1049.86707 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 83.9135818481s, input_fired_time: 1.0426932573, output_fired_time: 1.0788257122, propagate_forward_time: 32.4307060242, propagate_backward_time: 46.5165023804, weight_update_time: 0.1507559568, other_time: 2.8448524475
epoch time: 7.2303843498s, input_fired_time: 0.1315712631, output_fired_time: 0.0000000000, propagate_forward_time: 6.6060433388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927697182
validation[          , genome  4498] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1037.84302, best error:      1037.84302 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 83.1725234985s, input_fired_time: 1.0519798994, output_fired_time: 1.0772416592, propagate_forward_time: 31.9616394043, propagate_backward_time: 46.2023544312, weight_update_time: 0.1503502578, other_time: 2.8793106079
epoch time: 7.1634263992s, input_fired_time: 0.1299532950, output_fired_time: 0.0000000000, propagate_forward_time: 6.5413222313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921507835
validation[          , genome  4498] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:       994.23016, best error:       994.23016 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 85.0066909790s, input_fired_time: 1.0610237122, output_fired_time: 1.0906361341, propagate_forward_time: 32.8433876038, propagate_backward_time: 47.1280708313, weight_update_time: 0.1521160305, other_time: 2.8835678101
epoch time: 7.1531567574s, input_fired_time: 0.1345666200, output_fired_time: 0.0000000000, propagate_forward_time: 6.5018777847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5167121887
validation[          , genome  4498] predictions:    9675/  10000 (96.75%), best:    9695/10000 (96.95%), error:      1062.75342, best error:       994.23016 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 84.2166976929s, input_fired_time: 1.0528837442, output_fired_time: 1.0762547255, propagate_forward_time: 32.5604782104, propagate_backward_time: 46.6290473938, weight_update_time: 0.1514317691, other_time: 2.8980293274
epoch time: 7.2028212547s, input_fired_time: 0.1357766092, output_fired_time: 0.0000000000, propagate_forward_time: 6.5666790009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003657341
validation[          , genome  4498] predictions:    9624/  10000 (96.24%), best:    9695/10000 (96.95%), error:      1176.96497, best error:       994.23016 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 85.1305770874s, input_fired_time: 1.0601850748, output_fired_time: 1.0863277912, propagate_forward_time: 32.9532699585, propagate_backward_time: 47.1556968689, weight_update_time: 0.1531577408, other_time: 2.8750953674
epoch time: 7.1149377823s, input_fired_time: 0.1313610375, output_fired_time: 0.0000000000, propagate_forward_time: 6.4912147522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923620224
validation[          , genome  4498] predictions:    9621/  10000 (96.21%), best:    9695/10000 (96.95%), error:      1323.60706, best error:       994.23016 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 85.2858886719s, input_fired_time: 1.0630391836, output_fired_time: 1.0940531492, propagate_forward_time: 33.0093078613, propagate_backward_time: 47.2820014954, weight_update_time: 0.1508108675, other_time: 2.8374824524
epoch time: 7.1622886658s, input_fired_time: 0.1349995285, output_fired_time: 0.0000000000, propagate_forward_time: 6.5147876740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125012398
validation[          , genome  4498] predictions:    9593/  10000 (95.93%), best:    9695/10000 (96.95%), error:      1319.39453, best error:       994.23016 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 84.3594665527s, input_fired_time: 1.0409195423, output_fired_time: 1.0844571590, propagate_forward_time: 32.6467628479, propagate_backward_time: 46.7872734070, weight_update_time: 0.1502828598, other_time: 2.8000564575
epoch time: 6.4683227539s, input_fired_time: 0.1275662780, output_fired_time: 0.0000000000, propagate_forward_time: 5.7981343269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426220894
validation[          , genome  4498] predictions:    9605/  10000 (96.05%), best:    9695/10000 (96.95%), error:      1298.87024, best error:       994.23016 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 84.0700378418s, input_fired_time: 1.0574417114, output_fired_time: 1.0767418146, propagate_forward_time: 32.4724807739, propagate_backward_time: 46.5593109131, weight_update_time: 0.1528011113, other_time: 2.9040603638
epoch time: 7.2117347717s, input_fired_time: 0.1339368522, output_fired_time: 0.0000000000, propagate_forward_time: 6.5667071342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110907555
validation[          , genome  4498] predictions:    9693/  10000 (96.93%), best:    9695/10000 (96.95%), error:      1020.40448, best error:       994.23016 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 84.4973373413s, input_fired_time: 1.0529516935, output_fired_time: 1.0809442997, propagate_forward_time: 32.6681442261, propagate_backward_time: 46.8589820862, weight_update_time: 0.1507909447, other_time: 2.8363151550
epoch time: 6.9283614159s, input_fired_time: 0.1321250945, output_fired_time: 0.0000000000, propagate_forward_time: 6.2805395126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156970024
validation[          , genome  4498] predictions:    9658/  10000 (96.58%), best:    9695/10000 (96.95%), error:      1105.99548, best error:       994.23016 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 84.4522018433s, input_fired_time: 1.0489867926, output_fired_time: 1.0834738016, propagate_forward_time: 32.6845321655, propagate_backward_time: 46.8141021729, weight_update_time: 0.1505628973, other_time: 2.8211059570
epoch time: 6.8613314629s, input_fired_time: 0.1276520044, output_fired_time: 0.0000000000, propagate_forward_time: 6.2307744026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029048920
validation[          , genome  4498] predictions:    9647/  10000 (96.47%), best:    9695/10000 (96.95%), error:      1137.56396, best error:       994.23016 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 83.0078048706s, input_fired_time: 1.0521719456, output_fired_time: 1.0784451962, propagate_forward_time: 31.8019847870, propagate_backward_time: 46.1745452881, weight_update_time: 0.1510397494, other_time: 2.9006576538
epoch time: 7.1468138695s, input_fired_time: 0.1321242303, output_fired_time: 0.0000000000, propagate_forward_time: 6.5053925514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5092968941
validation[          , genome  4498] predictions:    9650/  10000 (96.50%), best:    9695/10000 (96.95%), error:      1103.35583, best error:       994.23016 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 84.1627044678s, input_fired_time: 1.0413123369, output_fired_time: 1.0733684301, propagate_forward_time: 32.5651931763, propagate_backward_time: 46.6898117065, weight_update_time: 0.1488108933, other_time: 2.7930145264
epoch time: 7.1848978996s, input_fired_time: 0.1319859177, output_fired_time: 0.0000000000, propagate_forward_time: 6.5538196564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990921021
validation[          , genome  4498] predictions:    9650/  10000 (96.50%), best:    9695/10000 (96.95%), error:      1147.75171, best error:       994.23016 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 83.9795761108s, input_fired_time: 1.0516296625, output_fired_time: 1.0808757544, propagate_forward_time: 32.3959465027, propagate_backward_time: 46.6187248230, weight_update_time: 0.1505020112, other_time: 2.8323974609
epoch time: 7.2616710663s, input_fired_time: 0.1337997466, output_fired_time: 0.0000000000, propagate_forward_time: 6.6234884262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043830872
validation[          , genome  4498] predictions:    9654/  10000 (96.54%), best:    9695/10000 (96.95%), error:      1123.20764, best error:       994.23016 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 83.8614654541s, input_fired_time: 1.0538145304, output_fired_time: 1.0785748959, propagate_forward_time: 32.4260177612, propagate_backward_time: 46.4587364197, weight_update_time: 0.1509024501, other_time: 2.8443183899
epoch time: 6.9325222969s, input_fired_time: 0.1303474009, output_fired_time: 0.0000000000, propagate_forward_time: 6.3019542694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002207756
validation[          , genome  4498] predictions:    9640/  10000 (96.40%), best:    9695/10000 (96.95%), error:      1174.41772, best error:       994.23016 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 84.7574691772s, input_fired_time: 1.0671707392, output_fired_time: 1.0854139328, propagate_forward_time: 32.7302169800, propagate_backward_time: 47.0009422302, weight_update_time: 0.1517839432, other_time: 2.8737297058
epoch time: 7.5488600731s, input_fired_time: 0.1449027807, output_fired_time: 0.0000000000, propagate_forward_time: 6.8617081642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422492027
validation[          , genome  4498] predictions:    9546/  10000 (95.46%), best:    9695/10000 (96.95%), error:      1499.21960, best error:       994.23016 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 84.7280654907s, input_fired_time: 1.0607131720, output_fired_time: 1.0849854946, propagate_forward_time: 32.6835289001, propagate_backward_time: 47.0183601379, weight_update_time: 0.1519606560, other_time: 2.8804779053
epoch time: 7.1841750145s, input_fired_time: 0.1322050840, output_fired_time: 0.0000000000, propagate_forward_time: 6.5600838661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4918861389
validation[          , genome  4498] predictions:    9689/  10000 (96.89%), best:    9695/10000 (96.95%), error:      1028.88538, best error:       994.23016 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 83.8572006226s, input_fired_time: 1.0513697863, output_fired_time: 1.0710954666, propagate_forward_time: 32.3685035706, propagate_backward_time: 46.5056037903, weight_update_time: 0.1514946669, other_time: 2.8606262207
epoch time: 7.6991968155s, input_fired_time: 0.1444126517, output_fired_time: 0.0000000000, propagate_forward_time: 7.0095267296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452575684
validation[          , genome  4498] predictions:    9640/  10000 (96.40%), best:    9695/10000 (96.95%), error:      1152.51746, best error:       994.23016 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 83.2180786133s, input_fired_time: 1.0430163145, output_fired_time: 1.0701602697, propagate_forward_time: 31.9956016541, propagate_backward_time: 46.2786636353, weight_update_time: 0.1495928615, other_time: 2.8306388855
epoch time: 7.4573163986s, input_fired_time: 0.1402255893, output_fired_time: 0.0000000000, propagate_forward_time: 6.7878656387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292253494
validation[          , genome  4498] predictions:    9585/  10000 (95.85%), best:    9695/10000 (96.95%), error:      1297.17456, best error:       994.23016 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 84.7531509399s, input_fired_time: 1.0531626940, output_fired_time: 1.0855165720, propagate_forward_time: 32.8041877747, propagate_backward_time: 46.9734306335, weight_update_time: 0.1514634937, other_time: 2.8368530273
epoch time: 7.1329174042s, input_fired_time: 0.1315011531, output_fired_time: 0.0000000000, propagate_forward_time: 6.5034155846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980006218
validation[          , genome  4498] predictions:    9641/  10000 (96.41%), best:    9695/10000 (96.95%), error:      1206.07166, best error:       994.23016 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 84.1868362427s, input_fired_time: 1.0566172600, output_fired_time: 1.0807665586, propagate_forward_time: 32.4623832703, propagate_backward_time: 46.7086563110, weight_update_time: 0.1513259709, other_time: 2.8784141541
epoch time: 7.1995606422s, input_fired_time: 0.1326879561, output_fired_time: 0.0000000000, propagate_forward_time: 6.5702867508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965858459
validation[          , genome  4498] predictions:    9674/  10000 (96.74%), best:    9695/10000 (96.95%), error:      1072.60425, best error:       994.23016 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 82.6118927002s, input_fired_time: 1.0510674715, output_fired_time: 1.0786370039, propagate_forward_time: 31.5681190491, propagate_backward_time: 45.9505157471, weight_update_time: 0.1509425938, other_time: 2.9635505676
epoch time: 7.0717196465s, input_fired_time: 0.1332896203, output_fired_time: 0.0000000000, propagate_forward_time: 6.4260277748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124020576
validation[          , genome  4498] predictions:    9662/  10000 (96.62%), best:    9695/10000 (96.95%), error:      1053.80615, best error:       994.23016 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 83.3070831299s, input_fired_time: 1.0455768108, output_fired_time: 1.0681589842, propagate_forward_time: 32.0673370361, propagate_backward_time: 46.3128738403, weight_update_time: 0.1496945769, other_time: 2.8131332397
epoch time: 7.2096748352s, input_fired_time: 0.1343420595, output_fired_time: 0.0000000000, propagate_forward_time: 6.5806059837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947266579
validation[          , genome  4498] predictions:    9682/  10000 (96.82%), best:    9695/10000 (96.95%), error:      1051.45239, best error:       994.23016 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 83.2227706909s, input_fired_time: 1.0478307009, output_fired_time: 1.0805088282, propagate_forward_time: 31.9570274353, propagate_backward_time: 46.2327384949, weight_update_time: 0.1499066353, other_time: 2.9046707153
epoch time: 7.3832273483s, input_fired_time: 0.1346098632, output_fired_time: 0.0000000000, propagate_forward_time: 6.7417597771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068578720
validation[          , genome  4498] predictions:    9690/  10000 (96.90%), best:    9695/10000 (96.95%), error:      1050.30103, best error:       994.23016 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.1014251709s, input_fired_time: 1.0578448772, output_fired_time: 1.0887113810, propagate_forward_time: 32.9323616028, propagate_backward_time: 47.1808433533, weight_update_time: 0.1513978243, other_time: 2.8416595459
epoch time: 7.1811351776s, input_fired_time: 0.1336529404, output_fired_time: 0.0000000000, propagate_forward_time: 6.5351796150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123023987
validation[          , genome  4498] predictions:    9624/  10000 (96.24%), best:    9695/10000 (96.95%), error:      1227.99878, best error:       994.23016 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 83.6930847168s, input_fired_time: 1.0494923592, output_fired_time: 1.0764294863, propagate_forward_time: 32.2695846558, propagate_backward_time: 46.4626655579, weight_update_time: 0.1501962841, other_time: 2.8349113464
epoch time: 6.9132852554s, input_fired_time: 0.1356690377, output_fired_time: 0.0000000000, propagate_forward_time: 6.2523713112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252447128
validation[          , genome  4498] predictions:    9676/  10000 (96.76%), best:    9695/10000 (96.95%), error:      1053.37891, best error:       994.23016 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 84.1587905884s, input_fired_time: 1.0530999899, output_fired_time: 1.0802218914, propagate_forward_time: 32.5728149414, propagate_backward_time: 46.6579437256, weight_update_time: 0.1493776888, other_time: 2.7947082520
epoch time: 7.2986268997s, input_fired_time: 0.1330879182, output_fired_time: 0.0000000000, propagate_forward_time: 6.6721444130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933943748
validation[          , genome  4498] predictions:    9653/  10000 (96.53%), best:    9695/10000 (96.95%), error:      1150.41028, best error:       994.23016 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 83.6358718872s, input_fired_time: 1.0486932993, output_fired_time: 1.0744673014, propagate_forward_time: 32.3094635010, propagate_backward_time: 46.3822631836, weight_update_time: 0.1485046297, other_time: 2.8209838867
epoch time: 7.2345900536s, input_fired_time: 0.1349873990, output_fired_time: 0.0000000000, propagate_forward_time: 6.5885953903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110073090
validation[          , genome  4498] predictions:    9689/  10000 (96.89%), best:    9695/10000 (96.95%), error:      1034.34790, best error:       994.23016 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 82.9836959839s, input_fired_time: 1.0463912487, output_fired_time: 1.0683988333, propagate_forward_time: 31.9530849457, propagate_backward_time: 46.0797271729, weight_update_time: 0.1494482458, other_time: 2.8360900879
epoch time: 7.1466803551s, input_fired_time: 0.1327532083, output_fired_time: 0.0000000000, propagate_forward_time: 6.5107765198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5031504631
validation[          , genome  4498] predictions:    9580/  10000 (95.80%), best:    9695/10000 (96.95%), error:      1350.25269, best error:       994.23016 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.7777175903s, input_fired_time: 1.0807372332, output_fired_time: 1.0974043608, propagate_forward_time: 33.1724281311, propagate_backward_time: 47.5238227844, weight_update_time: 0.1545476317, other_time: 2.9033279419
epoch time: 7.0094156265s, input_fired_time: 0.1294454187, output_fired_time: 0.0000000000, propagate_forward_time: 6.3833465576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966235161
validation[          , genome  4498] predictions:    9679/  10000 (96.79%), best:    9695/10000 (96.95%), error:      1104.61279, best error:       994.23016 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 83.8397979736s, input_fired_time: 1.0661900043, output_fired_time: 1.0786845684, propagate_forward_time: 32.2958335876, propagate_backward_time: 46.4708900452, weight_update_time: 0.1513179541, other_time: 2.9281997681
epoch time: 7.1474537849s, input_fired_time: 0.1340233535, output_fired_time: 0.0000000000, propagate_forward_time: 6.5026140213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108165741
validation[          , genome  4498] predictions:    9664/  10000 (96.64%), best:    9695/10000 (96.95%), error:      1057.41089, best error:       994.23016 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 84.2732620239s, input_fired_time: 1.0604460239, output_fired_time: 1.0850361586, propagate_forward_time: 32.5315475464, propagate_backward_time: 46.7607612610, weight_update_time: 0.1512294859, other_time: 2.8354682922
epoch time: 6.6852774620s, input_fired_time: 0.1322925240, output_fired_time: 0.0000000000, propagate_forward_time: 6.0251846313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278000832
validation[          , genome  4498] predictions:    9683/  10000 (96.83%), best:    9695/10000 (96.95%), error:      1045.90613, best error:       994.23016 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 82.7038803101s, input_fired_time: 1.0454694033, output_fired_time: 1.0742763281, propagate_forward_time: 31.6085071564, propagate_backward_time: 46.0513916016, weight_update_time: 0.1511442512, other_time: 2.9242324829
epoch time: 7.6563382149s, input_fired_time: 0.1478338242, output_fired_time: 0.0000000000, propagate_forward_time: 6.9589247704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495796204
validation[          , genome  4498] predictions:    9708/  10000 (97.08%), best:    9695/10000 (96.95%), error:      1000.98169, best error:       994.23016 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 84.1990737915s, input_fired_time: 1.0703380108, output_fired_time: 1.0771980286, propagate_forward_time: 32.4190788269, propagate_backward_time: 46.7469177246, weight_update_time: 0.1516347677, other_time: 2.8855476379
epoch time: 7.2441124916s, input_fired_time: 0.1342889816, output_fired_time: 0.0000000000, propagate_forward_time: 6.6016921997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081315041
validation[          , genome  4498] predictions:    9647/  10000 (96.47%), best:    9695/10000 (96.95%), error:      1142.26685, best error:       994.23016 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 83.2513656616s, input_fired_time: 1.0527085066, output_fired_time: 1.0832149982, propagate_forward_time: 31.9906082153, propagate_backward_time: 46.2554893494, weight_update_time: 0.1499998271, other_time: 2.8693428040
epoch time: 7.1885809898s, input_fired_time: 0.1364858449, output_fired_time: 0.0000000000, propagate_forward_time: 6.5381293297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139656067
validation[          , genome  4498] predictions:    9655/  10000 (96.55%), best:    9695/10000 (96.95%), error:      1093.85583, best error:       994.23016 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 81.3202819824s, input_fired_time: 1.0376293659, output_fired_time: 1.0629129410, propagate_forward_time: 31.0416507721, propagate_backward_time: 45.2564239502, weight_update_time: 0.1483028233, other_time: 2.9216690063
epoch time: 6.9890422821s, input_fired_time: 0.1375203878, output_fired_time: 0.0000000000, propagate_forward_time: 6.3236999512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278220177
validation[          , genome  4498] predictions:    9687/  10000 (96.87%), best:    9695/10000 (96.95%), error:      1012.78900, best error:       994.23016 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 84.2446060181s, input_fired_time: 1.0576683283, output_fired_time: 1.0832297802, propagate_forward_time: 32.5836944580, propagate_backward_time: 46.6709594727, weight_update_time: 0.1497357190, other_time: 2.8490524292
epoch time: 7.1709737778s, input_fired_time: 0.1329780668, output_fired_time: 0.0000000000, propagate_forward_time: 6.5489206314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890751839
validation[          , genome  4498] predictions:    9657/  10000 (96.57%), best:    9695/10000 (96.95%), error:      1087.19360, best error:       994.23016 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 84.0768356323s, input_fired_time: 1.0595108271, output_fired_time: 1.0820093155, propagate_forward_time: 32.4469146729, propagate_backward_time: 46.6370620728, weight_update_time: 0.1492715478, other_time: 2.8513412476
epoch time: 6.8605170250s, input_fired_time: 0.1306276917, output_fired_time: 0.0000000000, propagate_forward_time: 6.2290692329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008201599
validation[          , genome  4498] predictions:    9688/  10000 (96.88%), best:    9695/10000 (96.95%), error:      1067.90015, best error:       994.23016 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 84.4156570435s, input_fired_time: 1.0606170893, output_fired_time: 1.0833044052, propagate_forward_time: 32.6204681396, propagate_backward_time: 46.8257026672, weight_update_time: 0.1506065577, other_time: 2.8255653381
epoch time: 6.8806152344s, input_fired_time: 0.1277590841, output_fired_time: 0.0000000000, propagate_forward_time: 6.2660880089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4867682457
validation[          , genome  4498] predictions:    9650/  10000 (96.50%), best:    9695/10000 (96.95%), error:      1164.71326, best error:       994.23016 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 83.8943634033s, input_fired_time: 1.0537366867, output_fired_time: 1.0765613317, propagate_forward_time: 32.4277496338, propagate_backward_time: 46.5114364624, weight_update_time: 0.1483837366, other_time: 2.8248825073
epoch time: 7.1661167145s, input_fired_time: 0.1352115571, output_fired_time: 0.0000000000, propagate_forward_time: 6.5167393684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141658783
validation[          , genome  4498] predictions:    9668/  10000 (96.68%), best:    9695/10000 (96.95%), error:      1069.39819, best error:       994.23016 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 83.5992965698s, input_fired_time: 1.0530924797, output_fired_time: 1.0754511356, propagate_forward_time: 32.2773590088, propagate_backward_time: 46.3749008179, weight_update_time: 0.1495589018, other_time: 2.8184890747
epoch time: 7.1462416649s, input_fired_time: 0.1349647045, output_fired_time: 0.0000000000, propagate_forward_time: 6.4984493256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128278732
validation[          , genome  4498] predictions:    9566/  10000 (95.66%), best:    9695/10000 (96.95%), error:      1407.16089, best error:       994.23016 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 84.8489532471s, input_fired_time: 1.0686836243, output_fired_time: 1.0824986696, propagate_forward_time: 32.8556747437, propagate_backward_time: 46.9796638489, weight_update_time: 0.1523146182, other_time: 2.8624382019
epoch time: 7.1491451263s, input_fired_time: 0.1350517273, output_fired_time: 0.0000000000, propagate_forward_time: 6.4945859909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195074081
validation[          , genome  4498] predictions:    9645/  10000 (96.45%), best:    9695/10000 (96.95%), error:      1207.34509, best error:       994.23016 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 84.2280349731s, input_fired_time: 1.0575354099, output_fired_time: 1.0799632072, propagate_forward_time: 32.6354827881, propagate_backward_time: 46.6455001831, weight_update_time: 0.1484297812, other_time: 2.8095550537
epoch time: 7.1815419197s, input_fired_time: 0.1344090104, output_fired_time: 0.0000000000, propagate_forward_time: 6.5377597809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093731880
validation[          , genome  4498] predictions:    9652/  10000 (96.52%), best:    9695/10000 (96.95%), error:      1104.15771, best error:       994.23016 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 83.3261566162s, input_fired_time: 1.0541813374, output_fired_time: 1.0703974962, propagate_forward_time: 32.0532264709, propagate_backward_time: 46.2518081665, weight_update_time: 0.1507055610, other_time: 2.8965415955
epoch time: 7.1718816757s, input_fired_time: 0.1328129023, output_fired_time: 0.0000000000, propagate_forward_time: 6.5375599861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015087128
validation[          , genome  4498] predictions:    9596/  10000 (95.96%), best:    9695/10000 (96.95%), error:      1337.32690, best error:       994.23016 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 82.9214248657s, input_fired_time: 1.0490635633, output_fired_time: 1.0797530413, propagate_forward_time: 31.8342113495, propagate_backward_time: 46.0895080566, weight_update_time: 0.1512005478, other_time: 2.8688888550
epoch time: 7.2732262611s, input_fired_time: 0.1326500475, output_fired_time: 0.0000000000, propagate_forward_time: 6.6487984657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917778969
validation[          , genome  4498] predictions:    9643/  10000 (96.43%), best:    9695/10000 (96.95%), error:      1176.87805, best error:       994.23016 on epoch:    58, 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: 36.1156654358s, input_fired_time: 0.6670231223, output_fired_time: 0.0000000000, propagate_forward_time: 32.8669815063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5816612244
best training[          , genome  4498] predictions:   49183/  50000 (98.37%), best:    9695/10000 (96.95%), error:      2987.55835, best error:       994.23016 on epoch:    58, 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: 7.2799239159s, input_fired_time: 0.1328879595, output_fired_time: 0.0000000000, propagate_forward_time: 6.6267671585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202689171
   testing[          , genome  4498] predictions:    9721/  10000 (97.21%), best:    9695/10000 (96.95%), error:       879.81958, best error:       994.23016 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:09:30 (4196): called boinc_finish(0)

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