Nameexact_genome_1512568488_44_4523_0
Workunit2593971
Created7 Dec 2017, 10:24:23 UTC
Sent7 Dec 2017, 10:34:04 UTC
Report deadline15 Dec 2017, 16:50:30 UTC
Received8 Dec 2017, 21:24:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time4 hours 1 min 15 sec
CPU time4 hours 1 min 12 sec
Validate stateValid
Credit2,065.35
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.46 MB
Peak swap size153.94 MB
Peak disk usage1.76 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
      , genome  4523] predictions:    9617/  10000 (96.17%), best:    9660/10000 (96.60%), error:      1337.13062, best error:      1194.16748 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 132.2814025879s, input_fired_time: 1.4954267740, output_fired_time: 1.3684467077, propagate_forward_time: 50.1066017151, propagate_backward_time: 76.4805526733, weight_update_time: 0.1437809467, other_time: 2.8303756714
epoch time: 10.7242078781s, input_fired_time: 0.1827987432, output_fired_time: 0.0000000000, propagate_forward_time: 10.0252218246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161876678
validation[          , genome  4523] predictions:    9479/  10000 (94.79%), best:    9660/10000 (96.60%), error:      1734.37561, best error:      1194.16748 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 132.1501617432s, input_fired_time: 1.4943318367, output_fired_time: 1.3660777807, propagate_forward_time: 50.0495834351, propagate_backward_time: 76.3991088867, weight_update_time: 0.1421897262, other_time: 2.8410568237
epoch time: 10.7054138184s, input_fired_time: 0.1824515164, output_fired_time: 0.0000000000, propagate_forward_time: 10.0104341507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125284195
validation[          , genome  4523] predictions:    9593/  10000 (95.93%), best:    9660/10000 (96.60%), error:      1442.07251, best error:      1194.16748 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 131.6619720459s, input_fired_time: 1.4946316481, output_fired_time: 1.3622974157, propagate_forward_time: 49.8396492004, propagate_backward_time: 76.1216888428, weight_update_time: 0.1418147683, other_time: 2.8437042236
epoch time: 10.7085876465s, input_fired_time: 0.1829153299, output_fired_time: 0.0000000000, propagate_forward_time: 10.0077457428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179262161
validation[          , genome  4523] predictions:    9468/  10000 (94.68%), best:    9660/10000 (96.60%), error:      1737.15051, best error:      1194.16748 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 131.2584686279s, input_fired_time: 1.4971959591, output_fired_time: 1.3563885689, propagate_forward_time: 49.7085914612, propagate_backward_time: 75.8556747437, weight_update_time: 0.1426724494, other_time: 2.8406295776
epoch time: 10.6298513412s, input_fired_time: 0.1821358502, output_fired_time: 0.0000000000, propagate_forward_time: 9.9347600937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129556656
validation[          , genome  4523] predictions:    9622/  10000 (96.22%), best:    9660/10000 (96.60%), error:      1212.34705, best error:      1194.16748 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 132.2948760986s, input_fired_time: 1.4748082161, output_fired_time: 1.3629076481, propagate_forward_time: 50.1263160706, propagate_backward_time: 76.5832977295, weight_update_time: 0.1420889646, other_time: 2.7475433350
epoch time: 10.7268819809s, input_fired_time: 0.1810500175, output_fired_time: 0.0000000000, propagate_forward_time: 10.0446577072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011739731
validation[          , genome  4523] predictions:    9605/  10000 (96.05%), best:    9660/10000 (96.60%), error:      1311.26941, best error:      1194.16748 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 131.5628967285s, input_fired_time: 1.5030162334, output_fired_time: 1.3550645113, propagate_forward_time: 49.8669548035, propagate_backward_time: 75.9897766113, weight_update_time: 0.1417319775, other_time: 2.8480682373
epoch time: 10.6765232086s, input_fired_time: 0.1832041144, output_fired_time: 0.0000000000, propagate_forward_time: 9.9758272171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174922943
validation[          , genome  4523] predictions:    9654/  10000 (96.54%), best:    9660/10000 (96.60%), error:      1202.85229, best error:      1194.16748 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 131.6599731445s, input_fired_time: 1.5020807981, output_fired_time: 1.3601794243, propagate_forward_time: 49.9328308105, propagate_backward_time: 76.0176239014, weight_update_time: 0.1411172152, other_time: 2.8472595215
epoch time: 10.7509746552s, input_fired_time: 0.1862731725, output_fired_time: 0.0000000000, propagate_forward_time: 10.0490016937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156993866
validation[          , genome  4523] predictions:    9625/  10000 (96.25%), best:    9660/10000 (96.60%), error:      1269.08215, best error:      1194.16748 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 132.1467437744s, input_fired_time: 1.5059959888, output_fired_time: 1.3638103008, propagate_forward_time: 50.1336402893, propagate_backward_time: 76.2889556885, weight_update_time: 0.1436524242, other_time: 2.8543395996
epoch time: 10.6699771881s, input_fired_time: 0.1823463887, output_fired_time: 0.0000000000, propagate_forward_time: 9.9727916718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148391724
validation[          , genome  4523] predictions:    9656/  10000 (96.56%), best:    9660/10000 (96.60%), error:      1202.03772, best error:      1194.16748 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 131.1786193848s, input_fired_time: 1.4933110476, output_fired_time: 1.3548041582, propagate_forward_time: 49.7038497925, propagate_backward_time: 75.8018188477, weight_update_time: 0.1411834806, other_time: 2.8248367310
epoch time: 10.6305475235s, input_fired_time: 0.1826151013, output_fired_time: 0.0000000000, propagate_forward_time: 9.9351081848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128240585
validation[          , genome  4523] predictions:    9626/  10000 (96.26%), best:    9660/10000 (96.60%), error:      1220.55542, best error:      1194.16748 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 131.7951812744s, input_fired_time: 1.5047752857, output_fired_time: 1.3601006269, propagate_forward_time: 49.9473228455, propagate_backward_time: 76.1361694336, weight_update_time: 0.1423157752, other_time: 2.8468017578
epoch time: 10.6997385025s, input_fired_time: 0.1826329827, output_fired_time: 0.0000000000, propagate_forward_time: 10.0082254410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088796616
validation[          , genome  4523] predictions:    9620/  10000 (96.20%), best:    9660/10000 (96.60%), error:      1364.54907, best error:      1194.16748 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 131.7729644775s, input_fired_time: 1.4702574015, output_fired_time: 1.3589073420, propagate_forward_time: 49.9547004700, propagate_backward_time: 76.2348327637, weight_update_time: 0.1411949247, other_time: 2.7542724609
epoch time: 10.6154327393s, input_fired_time: 0.1804379076, output_fired_time: 0.0000000000, propagate_forward_time: 9.9374017715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975929260
validation[          , genome  4523] predictions:    9420/  10000 (94.20%), best:    9660/10000 (96.60%), error:      1870.83423, best error:      1194.16748 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 132.0591888428s, input_fired_time: 1.4963303804, output_fired_time: 1.3688379526, propagate_forward_time: 49.9835052490, propagate_backward_time: 76.3856201172, weight_update_time: 0.1435459405, other_time: 2.8248901367
epoch time: 10.7264757156s, input_fired_time: 0.1838401109, output_fired_time: 0.0000000000, propagate_forward_time: 10.0286760330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139598846
validation[          , genome  4523] predictions:    9591/  10000 (95.91%), best:    9660/10000 (96.60%), error:      1400.02820, best error:      1194.16748 on epoch:    13, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 131.7098846436s, input_fired_time: 1.5104205608, output_fired_time: 1.3596394062, propagate_forward_time: 49.8967514038, propagate_backward_time: 76.0887680054, weight_update_time: 0.1429663002, other_time: 2.8543090820
epoch time: 10.6807289124s, input_fired_time: 0.1835980117, output_fired_time: 0.0000000000, propagate_forward_time: 9.9806871414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164442062
validation[          , genome  4523] predictions:    9619/  10000 (96.19%), best:    9660/10000 (96.60%), error:      1236.41772, best error:      1194.16748 on epoch:    13, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 132.6705474854s, input_fired_time: 1.5122359991, output_fired_time: 1.3693196774, propagate_forward_time: 50.2553176880, propagate_backward_time: 76.6778259277, weight_update_time: 0.1442269683, other_time: 2.8558425903
epoch time: 10.7299633026s, input_fired_time: 0.1841652095, output_fired_time: 0.0000000000, propagate_forward_time: 10.0322809219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5135173798
validation[          , genome  4523] predictions:    9638/  10000 (96.38%), best:    9660/10000 (96.60%), error:      1228.23535, best error:      1194.16748 on epoch:    13, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 131.5564727783s, input_fired_time: 1.4702823162, output_fired_time: 1.3518649340, propagate_forward_time: 49.8975257874, propagate_backward_time: 76.0915374756, weight_update_time: 0.1400801241, other_time: 2.7452697754
epoch time: 10.7034187317s, input_fired_time: 0.1805045456, output_fired_time: 0.0000000000, propagate_forward_time: 10.0164833069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064306259
validation[          , genome  4523] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1190.25244, best error:      1190.25244 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 132.5592956543s, input_fired_time: 1.5119942427, output_fired_time: 1.3702901602, propagate_forward_time: 50.2116317749, propagate_backward_time: 76.6059188843, weight_update_time: 0.1455182284, other_time: 2.8594665527
epoch time: 10.6823711395s, input_fired_time: 0.1841720790, output_fired_time: 0.0000000000, propagate_forward_time: 9.9816179276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165815353
validation[          , genome  4523] predictions:    9634/  10000 (96.34%), best:    9632/10000 (96.32%), error:      1239.86304, best error:      1190.25244 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 131.2801818848s, input_fired_time: 1.5057531595, output_fired_time: 1.3588273525, propagate_forward_time: 49.7531661987, propagate_backward_time: 75.8184890747, weight_update_time: 0.1425634623, other_time: 2.8439483643
epoch time: 10.6413516998s, input_fired_time: 0.1825552881, output_fired_time: 0.0000000000, propagate_forward_time: 9.9454269409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133695602
validation[          , genome  4523] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1132.39856, best error:      1132.39856 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 130.9035491943s, input_fired_time: 1.4879901409, output_fired_time: 1.3446071148, propagate_forward_time: 49.7079849243, propagate_backward_time: 75.5826950073, weight_update_time: 0.1401154995, other_time: 2.7802734375
epoch time: 10.6637878418s, input_fired_time: 0.1808030754, output_fired_time: 0.0000000000, propagate_forward_time: 9.9814014435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015830994
validation[          , genome  4523] predictions:    9631/  10000 (96.31%), best:    9677/10000 (96.77%), error:      1225.66028, best error:      1132.39856 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 132.5431060791s, input_fired_time: 1.5052095652, output_fired_time: 1.3662387133, propagate_forward_time: 50.2341995239, propagate_backward_time: 76.6031723022, weight_update_time: 0.1426763833, other_time: 2.8342895508
epoch time: 10.6858119965s, input_fired_time: 0.1842181832, output_fired_time: 0.0000000000, propagate_forward_time: 9.9858894348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5157041550
validation[          , genome  4523] predictions:    9673/  10000 (96.73%), best:    9677/10000 (96.77%), error:      1149.55457, best error:      1132.39856 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 133.0208587646s, input_fired_time: 1.5121940374, output_fired_time: 1.3727519512, propagate_forward_time: 50.4055824280, propagate_backward_time: 76.8748703003, weight_update_time: 0.1448625326, other_time: 2.8554611206
epoch time: 10.7949686050s, input_fired_time: 0.1852082908, output_fired_time: 0.0000000000, propagate_forward_time: 10.0923852921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173749924
validation[          , genome  4523] predictions:    9622/  10000 (96.22%), best:    9677/10000 (96.77%), error:      1284.48938, best error:      1132.39856 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 131.4694519043s, input_fired_time: 1.4798276424, output_fired_time: 1.3528834581, propagate_forward_time: 49.8833007813, propagate_backward_time: 76.0081558228, weight_update_time: 0.1403431892, other_time: 2.7452774048
epoch time: 10.6546258926s, input_fired_time: 0.1816835254, output_fired_time: 0.0000000000, propagate_forward_time: 9.9721965790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007457733
validation[          , genome  4523] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1101.47412, best error:      1101.47412 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 132.4766845703s, input_fired_time: 1.5088677406, output_fired_time: 1.3638031483, propagate_forward_time: 50.1809959412, propagate_backward_time: 76.5843582153, weight_update_time: 0.1442316175, other_time: 2.8386611938
epoch time: 10.7273511887s, input_fired_time: 0.1859993488, output_fired_time: 0.0000000000, propagate_forward_time: 10.0272827148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5140695572
validation[          , genome  4523] predictions:    9648/  10000 (96.48%), best:    9673/10000 (96.73%), error:      1127.54578, best error:      1101.47412 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 132.8997192383s, input_fired_time: 1.5173603296, output_fired_time: 1.3735570908, propagate_forward_time: 50.3431663513, propagate_backward_time: 76.8191986084, weight_update_time: 0.1441918015, other_time: 2.8464355469
epoch time: 10.7764310837s, input_fired_time: 0.1864329726, output_fired_time: 0.0000000000, propagate_forward_time: 10.0757522583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142459869
validation[          , genome  4523] predictions:    9670/  10000 (96.70%), best:    9673/10000 (96.73%), error:      1138.78455, best error:      1101.47412 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 130.5730743408s, input_fired_time: 1.5015846491, output_fired_time: 1.3452119827, propagate_forward_time: 49.5058822632, propagate_backward_time: 75.3869934082, weight_update_time: 0.1420406699, other_time: 2.8333969116
epoch time: 10.7005920410s, input_fired_time: 0.1821725965, output_fired_time: 0.0000000000, propagate_forward_time: 10.0146903992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037288666
validation[          , genome  4523] predictions:    9591/  10000 (95.91%), best:    9673/10000 (96.73%), error:      1403.15015, best error:      1101.47412 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 132.5783843994s, input_fired_time: 1.5041699409, output_fired_time: 1.3705496788, propagate_forward_time: 50.1796836853, propagate_backward_time: 76.7044372559, weight_update_time: 0.1434689611, other_time: 2.8195495605
epoch time: 10.6433639526s, input_fired_time: 0.1857508123, output_fired_time: 0.0000000000, propagate_forward_time: 9.9412431717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163698196
validation[          , genome  4523] predictions:    9648/  10000 (96.48%), best:    9673/10000 (96.73%), error:      1155.82874, best error:      1101.47412 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 132.0161590576s, input_fired_time: 1.4834641218, output_fired_time: 1.3611189127, propagate_forward_time: 50.0136222839, propagate_backward_time: 76.4026107788, weight_update_time: 0.1399746537, other_time: 2.7553482056
epoch time: 10.6679677963s, input_fired_time: 0.1870976388, output_fired_time: 0.0000000000, propagate_forward_time: 9.9660997391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147705078
validation[          , genome  4523] predictions:    9645/  10000 (96.45%), best:    9673/10000 (96.73%), error:      1225.74036, best error:      1101.47412 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 131.8889312744s, input_fired_time: 1.5100318193, output_fired_time: 1.3593729734, propagate_forward_time: 49.9452552795, propagate_backward_time: 76.2447052002, weight_update_time: 0.1426797509, other_time: 2.8295745850
epoch time: 10.6495647430s, input_fired_time: 0.1839199960, output_fired_time: 0.0000000000, propagate_forward_time: 9.9530477524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125970840
validation[          , genome  4523] predictions:    9658/  10000 (96.58%), best:    9673/10000 (96.73%), error:      1158.90051, best error:      1101.47412 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 132.4295654297s, input_fired_time: 1.5191535950, output_fired_time: 1.3714910746, propagate_forward_time: 50.1541099548, propagate_backward_time: 76.5393447876, weight_update_time: 0.1435805559, other_time: 2.8454666138
epoch time: 10.7078962326s, input_fired_time: 0.1839738935, output_fired_time: 0.0000000000, propagate_forward_time: 10.0228595734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010623932
validation[          , genome  4523] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1084.90149, best error:      1084.90149 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 131.8016510010s, input_fired_time: 1.5067597628, output_fired_time: 1.3610625267, propagate_forward_time: 49.9060592651, propagate_backward_time: 76.2243652344, weight_update_time: 0.1430128962, other_time: 2.8033981323
epoch time: 10.6243181229s, input_fired_time: 0.1825411469, output_fired_time: 0.0000000000, propagate_forward_time: 9.9430847168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986925125
validation[          , genome  4523] predictions:    9696/  10000 (96.96%), best:    9686/10000 (96.86%), error:      1121.18701, best error:      1084.90149 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 132.1852569580s, input_fired_time: 1.4824384451, output_fired_time: 1.3614467382, propagate_forward_time: 50.0698432922, propagate_backward_time: 76.5277786255, weight_update_time: 0.1405007243, other_time: 2.7437515259
epoch time: 10.6229276657s, input_fired_time: 0.1827996224, output_fired_time: 0.0000000000, propagate_forward_time: 9.9390468597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010814667
validation[          , genome  4523] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:      1040.82886, best error:      1040.82886 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 132.2972412109s, input_fired_time: 1.5162986517, output_fired_time: 1.3660941124, propagate_forward_time: 50.1056976318, propagate_backward_time: 76.4585266113, weight_update_time: 0.1436886489, other_time: 2.8506317139
epoch time: 10.7257699966s, input_fired_time: 0.1830226481, output_fired_time: 0.0000000000, propagate_forward_time: 10.0417919159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009555817
validation[          , genome  4523] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:      1008.93103, best error:      1008.93103 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 131.6345825195s, input_fired_time: 1.4833128452, output_fired_time: 1.3571193218, propagate_forward_time: 49.9492835999, propagate_backward_time: 76.0892486572, weight_update_time: 0.1404512227, other_time: 2.7556304932
epoch time: 10.7075614929s, input_fired_time: 0.1882198006, output_fired_time: 0.0000000000, propagate_forward_time: 10.0047187805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146226883
validation[          , genome  4523] predictions:    9683/  10000 (96.83%), best:    9712/10000 (97.12%), error:      1051.82605, best error:      1008.93103 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 132.0919189453s, input_fired_time: 1.5038654804, output_fired_time: 1.3664184809, propagate_forward_time: 50.0424995422, propagate_backward_time: 76.3889694214, weight_update_time: 0.1415831596, other_time: 2.7901687622
epoch time: 10.7048187256s, input_fired_time: 0.1877763867, output_fired_time: 0.0000000000, propagate_forward_time: 10.0060548782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109872818
validation[          , genome  4523] predictions:    9670/  10000 (96.70%), best:    9712/10000 (97.12%), error:      1098.57104, best error:      1008.93103 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 131.0522155762s, input_fired_time: 1.4803987741, output_fired_time: 1.3494949341, propagate_forward_time: 49.6990928650, propagate_backward_time: 75.7829742432, weight_update_time: 0.1392501146, other_time: 2.7402496338
epoch time: 10.6122398376s, input_fired_time: 0.1832476705, output_fired_time: 0.0000000000, propagate_forward_time: 9.9323797226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966125488
validation[          , genome  4523] predictions:    9648/  10000 (96.48%), best:    9712/10000 (97.12%), error:      1190.52588, best error:      1008.93103 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 131.2158966064s, input_fired_time: 1.5166935921, output_fired_time: 1.3572236300, propagate_forward_time: 49.7442283630, propagate_backward_time: 75.7583312988, weight_update_time: 0.1412701905, other_time: 2.8394165039
epoch time: 10.6009292603s, input_fired_time: 0.1865632832, output_fired_time: 0.0000000000, propagate_forward_time: 9.8991632462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5152025223
validation[          , genome  4523] predictions:    9686/  10000 (96.86%), best:    9712/10000 (97.12%), error:      1086.45679, best error:      1008.93103 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 131.7323913574s, input_fired_time: 1.5196328163, output_fired_time: 1.3591573238, propagate_forward_time: 49.9081802368, propagate_backward_time: 76.0945281982, weight_update_time: 0.1436061263, other_time: 2.8508834839
epoch time: 10.7509231567s, input_fired_time: 0.1859489977, output_fired_time: 0.0000000000, propagate_forward_time: 10.0617218018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032520294
validation[          , genome  4523] predictions:    9668/  10000 (96.68%), best:    9712/10000 (97.12%), error:      1151.85974, best error:      1008.93103 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 131.8114471436s, input_fired_time: 1.5085066557, output_fired_time: 1.3607455492, propagate_forward_time: 49.9748802185, propagate_backward_time: 76.1683959961, weight_update_time: 0.1417182088, other_time: 2.7989196777
epoch time: 10.6802511215s, input_fired_time: 0.1824142933, output_fired_time: 0.0000000000, propagate_forward_time: 9.9997301102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981069565
validation[          , genome  4523] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:      1034.24231, best error:      1008.93103 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 131.9954071045s, input_fired_time: 1.4873895645, output_fired_time: 1.3605064154, propagate_forward_time: 49.9940605164, propagate_backward_time: 76.4068069458, weight_update_time: 0.1406080276, other_time: 2.7466354370
epoch time: 10.6920442581s, input_fired_time: 0.1831673980, output_fired_time: 0.0000000000, propagate_forward_time: 10.0053625107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035142899
validation[          , genome  4523] predictions:    9626/  10000 (96.26%), best:    9712/10000 (97.12%), error:      1246.28662, best error:      1008.93103 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 132.2782592773s, input_fired_time: 1.5178271532, output_fired_time: 1.3573926687, propagate_forward_time: 50.1787414551, propagate_backward_time: 76.3709945679, weight_update_time: 0.1426105201, other_time: 2.8533096313
epoch time: 10.6809787750s, input_fired_time: 0.1863791347, output_fired_time: 0.0000000000, propagate_forward_time: 9.9805917740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5140075684
validation[          , genome  4523] predictions:    9689/  10000 (96.89%), best:    9712/10000 (97.12%), error:      1068.45984, best error:      1008.93103 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 132.4860839844s, input_fired_time: 1.4939892292, output_fired_time: 1.3677699566, propagate_forward_time: 50.2599983215, propagate_backward_time: 76.6041030884, weight_update_time: 0.1399242431, other_time: 2.7602310181
epoch time: 10.7197399139s, input_fired_time: 0.1840828061, output_fired_time: 0.0000000000, propagate_forward_time: 10.0334100723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022468567
validation[          , genome  4523] predictions:    9692/  10000 (96.92%), best:    9712/10000 (97.12%), error:      1100.52283, best error:      1008.93103 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 131.6710510254s, input_fired_time: 1.5213634968, output_fired_time: 1.3573707342, propagate_forward_time: 49.8880615234, propagate_backward_time: 76.0530548096, weight_update_time: 0.1432722062, other_time: 2.8511962891
epoch time: 10.6806678772s, input_fired_time: 0.1861113906, output_fired_time: 0.0000000000, propagate_forward_time: 9.9810781479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134782791
validation[          , genome  4523] predictions:    9691/  10000 (96.91%), best:    9712/10000 (97.12%), error:      1055.43750, best error:      1008.93103 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 130.4167175293s, input_fired_time: 1.4843879938, output_fired_time: 1.3583072424, propagate_forward_time: 49.4264526367, propagate_backward_time: 75.4055633545, weight_update_time: 0.1380678266, other_time: 2.7420043945
epoch time: 10.5576963425s, input_fired_time: 0.1828743517, output_fired_time: 0.0000000000, propagate_forward_time: 9.8747711182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000505447
validation[          , genome  4523] predictions:    9633/  10000 (96.33%), best:    9712/10000 (97.12%), error:      1220.73730, best error:      1008.93103 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 132.2650146484s, input_fired_time: 1.5158796310, output_fired_time: 1.3650674820, propagate_forward_time: 50.1253089905, propagate_backward_time: 76.4375000000, weight_update_time: 0.1426565796, other_time: 2.8212585449
epoch time: 10.7644891739s, input_fired_time: 0.1892085820, output_fired_time: 0.0000000000, propagate_forward_time: 10.0602073669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150728226
validation[          , genome  4523] predictions:    9720/  10000 (97.20%), best:    9712/10000 (97.12%), error:      1026.59521, best error:      1008.93103 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 131.5416412354s, input_fired_time: 1.4869461060, output_fired_time: 1.3613017797, propagate_forward_time: 49.7629241943, propagate_backward_time: 76.1820220947, weight_update_time: 0.1400586665, other_time: 2.7484436035
epoch time: 10.5705976486s, input_fired_time: 0.1847803146, output_fired_time: 0.0000000000, propagate_forward_time: 9.8852634430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005540848
validation[          , genome  4523] predictions:    9720/  10000 (97.20%), best:    9712/10000 (97.12%), error:      1009.63721, best error:      1008.93103 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 132.6621704102s, input_fired_time: 1.5212901831, output_fired_time: 1.3659495115, propagate_forward_time: 50.2857551575, propagate_backward_time: 76.6529312134, weight_update_time: 0.1432799250, other_time: 2.8362503052
epoch time: 10.7413492203s, input_fired_time: 0.1888831407, output_fired_time: 0.0000000000, propagate_forward_time: 10.0382318497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142345428
validation[          , genome  4523] predictions:    9630/  10000 (96.30%), best:    9712/10000 (97.12%), error:      1204.28113, best error:      1008.93103 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 131.9876708984s, input_fired_time: 1.4944311380, output_fired_time: 1.3635421991, propagate_forward_time: 50.0061302185, propagate_backward_time: 76.3819122314, weight_update_time: 0.1409497261, other_time: 2.7416534424
epoch time: 10.7565097809s, input_fired_time: 0.1857695729, output_fired_time: 0.0000000000, propagate_forward_time: 10.0705547333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001850128
validation[          , genome  4523] predictions:    9698/  10000 (96.98%), best:    9712/10000 (97.12%), error:      1045.19824, best error:      1008.93103 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 132.3501129150s, input_fired_time: 1.5262765884, output_fired_time: 1.3686016798, propagate_forward_time: 50.0732078552, propagate_backward_time: 76.5359649658, weight_update_time: 0.1433708966, other_time: 2.8460540771
epoch time: 10.7001199722s, input_fired_time: 0.1878604740, output_fired_time: 0.0000000000, propagate_forward_time: 9.9973430634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149164200
validation[          , genome  4523] predictions:    9687/  10000 (96.87%), best:    9712/10000 (97.12%), error:      1052.78833, best error:      1008.93103 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 132.0129699707s, input_fired_time: 1.5263408422, output_fired_time: 1.3612507582, propagate_forward_time: 49.9785690308, propagate_backward_time: 76.2987136841, weight_update_time: 0.1426899731, other_time: 2.8480987549
epoch time: 10.6466197968s, input_fired_time: 0.1881860197, output_fired_time: 0.0000000000, propagate_forward_time: 9.9399042130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185298920
validation[          , genome  4523] predictions:    9707/  10000 (97.07%), best:    9712/10000 (97.12%), error:      1010.79718, best error:      1008.93103 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 132.4612884521s, input_fired_time: 1.4962638617, output_fired_time: 1.3669391870, propagate_forward_time: 50.2127380371, propagate_backward_time: 76.6392211914, weight_update_time: 0.1405891925, other_time: 2.7461242676
epoch time: 10.7299890518s, input_fired_time: 0.1855188459, output_fired_time: 0.0000000000, propagate_forward_time: 10.0434675217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010023117
validation[          , genome  4523] predictions:    9622/  10000 (96.22%), best:    9712/10000 (97.12%), error:      1235.40527, best error:      1008.93103 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 132.6208190918s, input_fired_time: 1.5222597122, output_fired_time: 1.3703995943, propagate_forward_time: 50.2540588379, propagate_backward_time: 76.6401290894, weight_update_time: 0.1448773593, other_time: 2.8339614868
epoch time: 10.7528028488s, input_fired_time: 0.1889720410, output_fired_time: 0.0000000000, propagate_forward_time: 10.0462846756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175457001
validation[          , genome  4523] predictions:    9598/  10000 (95.98%), best:    9712/10000 (97.12%), error:      1351.94531, best error:      1008.93103 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 131.5809020996s, input_fired_time: 1.5230160952, output_fired_time: 1.3560701609, propagate_forward_time: 49.8233070374, propagate_backward_time: 76.0368576050, weight_update_time: 0.1417313665, other_time: 2.8416671753
epoch time: 10.5688867569s, input_fired_time: 0.1866964698, output_fired_time: 0.0000000000, propagate_forward_time: 9.8694496155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127410889
validation[          , genome  4523] predictions:    9701/  10000 (97.01%), best:    9712/10000 (97.12%), error:      1013.01208, best error:      1008.93103 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 131.7395477295s, input_fired_time: 1.5053036213, output_fired_time: 1.3560383320, propagate_forward_time: 49.9666175842, propagate_backward_time: 76.1348037720, weight_update_time: 0.1410620511, other_time: 2.7767868042
epoch time: 10.7792930603s, input_fired_time: 0.1878255010, output_fired_time: 0.0000000000, propagate_forward_time: 10.0760450363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154228210
validation[          , genome  4523] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       946.23230, best error:       946.23230 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 131.7099761963s, input_fired_time: 1.5033930540, output_fired_time: 1.3572857380, propagate_forward_time: 49.9153289795, propagate_backward_time: 76.1701583862, weight_update_time: 0.1411423832, other_time: 2.7638168335
epoch time: 10.7538108826s, input_fired_time: 0.1838773340, output_fired_time: 0.0000000000, propagate_forward_time: 10.0699872971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999465942
validation[          , genome  4523] predictions:    9671/  10000 (96.71%), best:    9732/10000 (97.32%), error:      1078.96631, best error:       946.23230 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 131.7247467041s, input_fired_time: 1.5158947706, output_fired_time: 1.3591780663, propagate_forward_time: 49.9661407471, propagate_backward_time: 76.0596466064, weight_update_time: 0.1424499005, other_time: 2.8238830566
epoch time: 10.7049598694s, input_fired_time: 0.1884264946, output_fired_time: 0.0000000000, propagate_forward_time: 10.0027494431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137834549
validation[          , genome  4523] predictions:    9654/  10000 (96.54%), best:    9732/10000 (97.32%), error:      1121.56348, best error:       946.23230 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 131.6740722656s, input_fired_time: 1.5043768883, output_fired_time: 1.3584367037, propagate_forward_time: 49.8761444092, propagate_backward_time: 76.1876296997, weight_update_time: 0.1411380023, other_time: 2.7474746704
epoch time: 10.6893529892s, input_fired_time: 0.1916852742, output_fired_time: 0.0000000000, propagate_forward_time: 9.9829587936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147085190
validation[          , genome  4523] predictions:    9719/  10000 (97.19%), best:    9732/10000 (97.32%), error:       988.09552, best error:       946.23230 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 132.3401947021s, input_fired_time: 1.5393085480, output_fired_time: 1.3597229719, propagate_forward_time: 50.0539627075, propagate_backward_time: 76.5341339111, weight_update_time: 0.1442066729, other_time: 2.8530654907
epoch time: 10.6657171249s, input_fired_time: 0.1894755661, output_fired_time: 0.0000000000, propagate_forward_time: 9.9632854462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129556656
validation[          , genome  4523] predictions:    9653/  10000 (96.53%), best:    9732/10000 (97.32%), error:      1141.60767, best error:       946.23230 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 131.6301727295s, input_fired_time: 1.5148648024, output_fired_time: 1.3582602739, propagate_forward_time: 49.8949241638, propagate_backward_time: 76.0621414185, weight_update_time: 0.1409731805, other_time: 2.7999801636
epoch time: 10.7061538696s, input_fired_time: 0.1857393533, output_fired_time: 0.0000000000, propagate_forward_time: 10.0219287872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984855652
validation[          , genome  4523] predictions:    9716/  10000 (97.16%), best:    9732/10000 (97.32%), error:       994.39063, best error:       946.23230 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 131.4891357422s, input_fired_time: 1.5346454382, output_fired_time: 1.3520466089, propagate_forward_time: 49.8462371826, propagate_backward_time: 75.9045944214, weight_update_time: 0.1423964649, other_time: 2.8516006470
epoch time: 10.7189950943s, input_fired_time: 0.1895422339, output_fired_time: 0.0000000000, propagate_forward_time: 10.0133600235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160932541
validation[          , genome  4523] predictions:    9708/  10000 (97.08%), best:    9732/10000 (97.32%), error:      1015.04889, best error:       946.23230 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 131.4383392334s, input_fired_time: 1.4980077744, output_fired_time: 1.3612475395, propagate_forward_time: 49.7420921326, propagate_backward_time: 76.0954132080, weight_update_time: 0.1403948367, other_time: 2.7415771484
epoch time: 10.6300783157s, input_fired_time: 0.1868682951, output_fired_time: 0.0000000000, propagate_forward_time: 9.9474391937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957704544
validation[          , genome  4523] predictions:    9702/  10000 (97.02%), best:    9732/10000 (97.32%), error:      1029.10315, best error:       946.23230 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 131.0876007080s, input_fired_time: 1.5248018503, output_fired_time: 1.3517336845, propagate_forward_time: 49.6615180969, propagate_backward_time: 75.7017898560, weight_update_time: 0.1429352313, other_time: 2.8477706909
epoch time: 10.6406555176s, input_fired_time: 0.1879979968, output_fired_time: 0.0000000000, propagate_forward_time: 9.9389734268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136842728
validation[          , genome  4523] predictions:    9722/  10000 (97.22%), best:    9732/10000 (97.32%), error:       979.37677, best error:       946.23230 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 132.2435607910s, input_fired_time: 1.4960939884, output_fired_time: 1.3659428358, propagate_forward_time: 50.0969505310, propagate_backward_time: 76.5236663818, weight_update_time: 0.1408057660, other_time: 2.7609100342
epoch time: 10.7537603378s, input_fired_time: 0.1867521107, output_fired_time: 0.0000000000, propagate_forward_time: 10.0656909943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5013170242
validation[          , genome  4523] predictions:    9682/  10000 (96.82%), best:    9732/10000 (97.32%), error:      1046.01160, best error:       946.23230 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 131.9406280518s, input_fired_time: 1.5409926176, output_fired_time: 1.3638797998, propagate_forward_time: 49.8918609619, propagate_backward_time: 76.2926635742, weight_update_time: 0.1427890509, other_time: 2.8512420654
epoch time: 10.7739820480s, input_fired_time: 0.1907121837, output_fired_time: 0.0000000000, propagate_forward_time: 10.0673828125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158872604
validation[          , genome  4523] predictions:    9723/  10000 (97.23%), best:    9732/10000 (97.32%), error:       974.47748, best error:       946.23230 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 132.6303405762s, input_fired_time: 1.5049451590, output_fired_time: 1.3666893244, propagate_forward_time: 50.3007736206, propagate_backward_time: 76.7054443359, weight_update_time: 0.1402210444, other_time: 2.7524948120
epoch time: 10.7342557907s, input_fired_time: 0.1866396964, output_fired_time: 0.0000000000, propagate_forward_time: 10.0462064743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014095306
validation[          , genome  4523] predictions:    9581/  10000 (95.81%), best:    9732/10000 (97.32%), error:      1441.25684, best error:       946.23230 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 131.2798004150s, input_fired_time: 1.5063821077, output_fired_time: 1.3563234806, propagate_forward_time: 49.7517967224, propagate_backward_time: 75.8857498169, weight_update_time: 0.1393739581, other_time: 2.7795486450
epoch time: 10.6578140259s, input_fired_time: 0.1868046522, output_fired_time: 0.0000000000, propagate_forward_time: 9.9686040878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024051666
validation[          , genome  4523] predictions:    9708/  10000 (97.08%), best:    9732/10000 (97.32%), error:      1025.18384, best error:       946.23230 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 131.0004730225s, input_fired_time: 1.5247373581, output_fired_time: 1.3514173031, propagate_forward_time: 49.6335372925, propagate_backward_time: 75.6459808350, weight_update_time: 0.1431013793, other_time: 2.8448104858
epoch time: 10.6404294968s, input_fired_time: 0.1888570786, output_fired_time: 0.0000000000, propagate_forward_time: 9.9381046295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134677887
validation[          , genome  4523] predictions:    9708/  10000 (97.08%), best:    9732/10000 (97.32%), error:       984.90186, best error:       946.23230 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 131.2295379639s, input_fired_time: 1.4886059761, output_fired_time: 1.3539793491, propagate_forward_time: 49.6297683716, propagate_backward_time: 76.0294723511, weight_update_time: 0.1400813311, other_time: 2.7277221680
epoch time: 10.6576595306s, input_fired_time: 0.1864278913, output_fired_time: 0.0000000000, propagate_forward_time: 9.9714469910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997844696
validation[          , genome  4523] predictions:    9728/  10000 (97.28%), best:    9732/10000 (97.32%), error:       973.88666, best error:       946.23230 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 132.2982330322s, input_fired_time: 1.5034327507, output_fired_time: 1.3700883389, propagate_forward_time: 50.1358184814, propagate_backward_time: 76.5395431519, weight_update_time: 0.1415143907, other_time: 2.7493515015
epoch time: 10.7124891281s, input_fired_time: 0.1869473010, output_fired_time: 0.0000000000, propagate_forward_time: 10.0219144821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036277771
validation[          , genome  4523] predictions:    9675/  10000 (96.75%), best:    9732/10000 (97.32%), error:      1076.55676, best error:       946.23230 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 131.3893737793s, input_fired_time: 1.5334645510, output_fired_time: 1.3601655960, propagate_forward_time: 49.7539863586, propagate_backward_time: 75.8992691040, weight_update_time: 0.1430381536, other_time: 2.8424911499
epoch time: 10.6463747025s, input_fired_time: 0.1902820468, output_fired_time: 0.0000000000, propagate_forward_time: 9.9411821365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149106979
validation[          , genome  4523] predictions:    9712/  10000 (97.12%), best:    9732/10000 (97.32%), error:      1008.68463, best error:       946.23230 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 131.5729980469s, input_fired_time: 1.5331512690, output_fired_time: 1.3543448448, propagate_forward_time: 49.8244438171, propagate_backward_time: 76.0112228394, weight_update_time: 0.1432951540, other_time: 2.8498306274
epoch time: 10.5993213654s, input_fired_time: 0.1886370927, output_fired_time: 0.0000000000, propagate_forward_time: 9.8966751099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5140094757
validation[          , genome  4523] predictions:    9692/  10000 (96.92%), best:    9732/10000 (97.32%), error:      1072.12341, best error:       946.23230 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 132.2924804688s, input_fired_time: 1.5431289673, output_fired_time: 1.3660162687, propagate_forward_time: 50.0687065125, propagate_backward_time: 76.4550476074, weight_update_time: 0.1435703635, other_time: 2.8595886230
epoch time: 10.6709804535s, input_fired_time: 0.1915925592, output_fired_time: 0.0000000000, propagate_forward_time: 9.9658327103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5135555267
validation[          , genome  4523] predictions:    9729/  10000 (97.29%), best:    9732/10000 (97.32%), error:       976.53766, best error:       946.23230 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 131.6803741455s, input_fired_time: 1.5032488108, output_fired_time: 1.3569408655, propagate_forward_time: 49.8381462097, propagate_backward_time: 76.2342910767, weight_update_time: 0.1421321183, other_time: 2.7477493286
epoch time: 10.6290111542s, input_fired_time: 0.1858503520, output_fired_time: 0.0000000000, propagate_forward_time: 9.9450798035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980812073
validation[          , genome  4523] predictions:    9693/  10000 (96.93%), best:    9732/10000 (97.32%), error:      1049.97827, best error:       946.23230 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 131.9388732910s, input_fired_time: 1.5340962410, output_fired_time: 1.3554933071, propagate_forward_time: 50.0110931396, propagate_backward_time: 76.1927871704, weight_update_time: 0.1436946392, other_time: 2.8453903198
epoch time: 10.7083044052s, input_fired_time: 0.1906203628, output_fired_time: 0.0000000000, propagate_forward_time: 10.0028820038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148019791
validation[          , genome  4523] predictions:    9727/  10000 (97.27%), best:    9732/10000 (97.32%), error:       964.31445, best error:       946.23230 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 132.9551239014s, input_fired_time: 1.5466612577, output_fired_time: 1.3725167513, propagate_forward_time: 50.3635101318, propagate_backward_time: 76.8363494873, weight_update_time: 0.1448316574, other_time: 2.8360900879
epoch time: 10.7852449417s, input_fired_time: 0.1924617589, output_fired_time: 0.0000000000, propagate_forward_time: 10.0767698288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160131454
validation[          , genome  4523] predictions:    9706/  10000 (97.06%), best:    9732/10000 (97.32%), error:      1045.93518, best error:       946.23230 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 131.0117492676s, input_fired_time: 1.5098319054, output_fired_time: 1.3483793736, propagate_forward_time: 49.6036834717, propagate_backward_time: 75.7793731689, weight_update_time: 0.1407635063, other_time: 2.7704925537
epoch time: 10.6938543320s, input_fired_time: 0.1875751764, output_fired_time: 0.0000000000, propagate_forward_time: 10.0054597855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008192062
validation[          , genome  4523] predictions:    9713/  10000 (97.13%), best:    9732/10000 (97.32%), error:       990.95490, best error:       946.23230 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 130.7309417725s, input_fired_time: 1.5008901358, output_fired_time: 1.3501147032, propagate_forward_time: 49.5015487671, propagate_backward_time: 75.6339187622, weight_update_time: 0.1394252181, other_time: 2.7444763184
epoch time: 10.7191619873s, input_fired_time: 0.1872044206, output_fired_time: 0.0000000000, propagate_forward_time: 10.0294313431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025262833
validation[          , genome  4523] predictions:    9713/  10000 (97.13%), best:    9732/10000 (97.32%), error:      1012.20129, best error:       946.23230 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 131.9756927490s, input_fired_time: 1.5026311874, output_fired_time: 1.3632028103, propagate_forward_time: 49.9522399902, propagate_backward_time: 76.4068908691, weight_update_time: 0.1399579942, other_time: 2.7507324219
epoch time: 10.6827707291s, input_fired_time: 0.1866115630, output_fired_time: 0.0000000000, propagate_forward_time: 9.9959621429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001974106
validation[          , genome  4523] predictions:    9693/  10000 (96.93%), best:    9732/10000 (97.32%), error:      1038.45129, best error:       946.23230 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 130.7588653564s, input_fired_time: 1.5305123329, output_fired_time: 1.3479431868, propagate_forward_time: 49.6494712830, propagate_backward_time: 75.3852005005, weight_update_time: 0.1426473111, other_time: 2.8457260132
epoch time: 10.6827602386s, input_fired_time: 0.1906336397, output_fired_time: 0.0000000000, propagate_forward_time: 9.9780521393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5140743256
validation[          , genome  4523] predictions:    9703/  10000 (97.03%), best:    9732/10000 (97.32%), error:      1028.14990, best error:       946.23230 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 131.8139495850s, input_fired_time: 1.5277390480, output_fired_time: 1.3629031181, propagate_forward_time: 50.0006866455, propagate_backward_time: 76.1249465942, weight_update_time: 0.1420044154, other_time: 2.7976760864
epoch time: 10.8215284348s, input_fired_time: 0.1931046695, output_fired_time: 0.0000000000, propagate_forward_time: 10.1129798889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154438019
validation[          , genome  4523] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:      1024.63733, best error:       946.23230 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 131.7755737305s, input_fired_time: 1.5408607721, output_fired_time: 1.3529593945, propagate_forward_time: 49.9421348572, propagate_backward_time: 76.0877456665, weight_update_time: 0.1438342780, other_time: 2.8518600464
epoch time: 10.6459016800s, input_fired_time: 0.1917292476, output_fired_time: 0.0000000000, propagate_forward_time: 9.9391632080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150089264
validation[          , genome  4523] predictions:    9654/  10000 (96.54%), best:    9732/10000 (97.32%), error:      1142.99829, best error:       946.23230 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 132.2501068115s, input_fired_time: 1.5403916836, output_fired_time: 1.3622080088, propagate_forward_time: 50.0094718933, propagate_backward_time: 76.4821624756, weight_update_time: 0.1423823833, other_time: 2.8558654785
epoch time: 10.6086063385s, input_fired_time: 0.1911004931, output_fired_time: 0.0000000000, propagate_forward_time: 9.9048376083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126686096
validation[          , genome  4523] predictions:    9712/  10000 (97.12%), best:    9732/10000 (97.32%), error:       997.43567, best error:       946.23230 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 131.5141448975s, input_fired_time: 1.5400034189, output_fired_time: 1.3575079441, propagate_forward_time: 49.8217964172, propagate_backward_time: 75.9366760254, weight_update_time: 0.1438297182, other_time: 2.8581542969
epoch time: 10.6831550598s, input_fired_time: 0.1903363168, output_fired_time: 0.0000000000, propagate_forward_time: 9.9788160324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5140028000
validation[          , genome  4523] predictions:    9685/  10000 (96.85%), best:    9732/10000 (97.32%), error:      1102.70435, best error:       946.23230 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 132.3151702881s, input_fired_time: 1.5323513746, output_fired_time: 1.3641678095, propagate_forward_time: 50.0986251831, propagate_backward_time: 76.5108413696, weight_update_time: 0.1427527219, other_time: 2.8091888428
epoch time: 10.5756092072s, input_fired_time: 0.1873218566, output_fired_time: 0.0000000000, propagate_forward_time: 9.8885068893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997806549
validation[          , genome  4523] predictions:    9730/  10000 (97.30%), best:    9732/10000 (97.32%), error:       980.89459, best error:       946.23230 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 132.0850524902s, input_fired_time: 1.5444110632, output_fired_time: 1.3645969629, propagate_forward_time: 49.9753913879, propagate_backward_time: 76.3611679077, weight_update_time: 0.1438847929, other_time: 2.8394851685
epoch time: 10.7088947296s, input_fired_time: 0.1910179853, output_fired_time: 0.0000000000, propagate_forward_time: 10.0068197250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110569000
validation[          , genome  4523] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       997.33392, best error:       946.23230 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 131.6817016602s, input_fired_time: 1.5042370558, output_fired_time: 1.3579437733, propagate_forward_time: 49.9508247375, propagate_backward_time: 76.1147079468, weight_update_time: 0.1395097375, other_time: 2.7539901733
epoch time: 10.5161170959s, input_fired_time: 0.1875358969, output_fired_time: 0.0000000000, propagate_forward_time: 9.8280439377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005369186
validation[          , genome  4523] predictions:    9724/  10000 (97.24%), best:    9732/10000 (97.32%), error:       989.17084, best error:       946.23230 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 131.4189147949s, input_fired_time: 1.5274128914, output_fired_time: 1.3591305017, propagate_forward_time: 49.7194519043, propagate_backward_time: 76.0003967285, weight_update_time: 0.1413661093, other_time: 2.8125152588
epoch time: 10.6871023178s, input_fired_time: 0.1910398304, output_fired_time: 0.0000000000, propagate_forward_time: 9.9813642502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146980286
validation[          , genome  4523] predictions:    9704/  10000 (97.04%), best:    9732/10000 (97.32%), error:       999.81799, best error:       946.23230 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 131.9092254639s, input_fired_time: 1.5282701254, output_fired_time: 1.3802846670, propagate_forward_time: 49.9282264709, propagate_backward_time: 76.2659530640, weight_update_time: 0.1411454231, other_time: 2.8064956665
epoch time: 10.6959981918s, input_fired_time: 0.1912486851, output_fired_time: 0.0000000000, propagate_forward_time: 9.9893951416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153541565
validation[          , genome  4523] predictions:    9671/  10000 (96.71%), best:    9732/10000 (97.32%), error:      1120.38354, best error:       946.23230 on epoch:    66, 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: 53.4540786743s, input_fired_time: 0.9325077534, output_fired_time: 0.0000000000, propagate_forward_time: 49.9683418274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5532302856
best training[          , genome  4523] predictions:   49286/  50000 (98.57%), best:    9732/10000 (97.32%), error:      2809.70044, best error:       946.23230 on epoch:    66, 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: 10.6408014297s, input_fired_time: 0.1857764274, output_fired_time: 0.0000000000, propagate_forward_time: 9.9584760666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965486526
   testing[          , genome  4523] predictions:    9739/  10000 (97.39%), best:    9732/10000 (97.32%), error:       852.46704, best error:       946.23230 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:23:54 (4748): called boinc_finish(0)

</stderr_txt>
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