Nameexact_genome_1512568488_41_6896_1
Workunit2605728
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:51 UTC
Report deadline16 Dec 2017, 7:36:10 UTC
Received8 Dec 2017, 14:36:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 19 min 43 sec
CPU time4 hours 18 min 48 sec
Validate stateValid
Credit2,092.59
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.69 MB
Peak swap size158.15 MB
Peak disk usage1.69 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.59%), best:    9659/10000 (96.59%), error:      1143.36255, best error:      1143.36255 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 143.2045898438s, input_fired_time: 1.6902250051, output_fired_time: 1.4492267370, propagate_forward_time: 53.5013999939, propagate_backward_time: 83.1290588379, weight_update_time: 0.1489994675, other_time: 3.4346618652
epoch time: 11.8611488342s, input_fired_time: 0.2236874402, output_fired_time: 0.0000000000, propagate_forward_time: 10.9878797531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6495819092
validation[          , genome  6896] predictions:    9607/  10000 (96.07%), best:    9659/10000 (96.59%), error:      1278.11841, best error:      1143.36255 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 142.6926574707s, input_fired_time: 1.6725021601, output_fired_time: 1.4343304634, propagate_forward_time: 53.3394126892, propagate_backward_time: 82.8376617432, weight_update_time: 0.1471799463, other_time: 3.4087524414
epoch time: 11.5888719559s, input_fired_time: 0.2159030735, output_fired_time: 0.0000000000, propagate_forward_time: 10.7654552460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6075134277
validation[          , genome  6896] predictions:    9631/  10000 (96.31%), best:    9659/10000 (96.59%), error:      1262.80579, best error:      1143.36255 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 141.3567810059s, input_fired_time: 1.6372398138, output_fired_time: 1.4471632242, propagate_forward_time: 52.8679122925, propagate_backward_time: 82.1792984009, weight_update_time: 0.1406138241, other_time: 3.2251739502
epoch time: 11.3632249832s, input_fired_time: 0.2139762491, output_fired_time: 0.0000000000, propagate_forward_time: 10.5804510117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5687980652
validation[          , genome  6896] predictions:    9608/  10000 (96.08%), best:    9659/10000 (96.59%), error:      1280.27209, best error:      1143.36255 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 142.3838043213s, input_fired_time: 1.6409498453, output_fired_time: 1.4544303417, propagate_forward_time: 53.3701438904, propagate_backward_time: 82.7051239014, weight_update_time: 0.1400647461, other_time: 3.2131500244
epoch time: 11.3037528992s, input_fired_time: 0.2043203115, output_fired_time: 0.0000000000, propagate_forward_time: 10.5309782028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5684547424
validation[          , genome  6896] predictions:    9610/  10000 (96.10%), best:    9659/10000 (96.59%), error:      1279.83777, best error:      1143.36255 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 141.2415771484s, input_fired_time: 1.6460624933, output_fired_time: 1.4327043295, propagate_forward_time: 52.8573875427, propagate_backward_time: 82.0768966675, weight_update_time: 0.1414081007, other_time: 3.2285232544
epoch time: 11.2376775742s, input_fired_time: 0.2036760151, output_fired_time: 0.0000000000, propagate_forward_time: 10.4757299423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582714081
validation[          , genome  6896] predictions:    9578/  10000 (95.78%), best:    9659/10000 (96.59%), error:      1509.75488, best error:      1143.36255 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 141.5046691895s, input_fired_time: 1.6496300697, output_fired_time: 1.4309602976, propagate_forward_time: 53.0154266357, propagate_backward_time: 82.1408843994, weight_update_time: 0.1409754306, other_time: 3.2677764893
epoch time: 11.3573112488s, input_fired_time: 0.2177051902, output_fired_time: 0.0000000000, propagate_forward_time: 10.5459146500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936918259
validation[          , genome  6896] predictions:    9538/  10000 (95.38%), best:    9659/10000 (96.59%), error:      1491.65698, best error:      1143.36255 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 140.5834808350s, input_fired_time: 1.6173264980, output_fired_time: 1.4275075197, propagate_forward_time: 52.6460456848, propagate_backward_time: 81.7034530640, weight_update_time: 0.1400915533, other_time: 3.1891555786
epoch time: 11.3531436920s, input_fired_time: 0.2157378048, output_fired_time: 0.0000000000, propagate_forward_time: 10.5655479431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5718584061
validation[          , genome  6896] predictions:    9619/  10000 (96.19%), best:    9659/10000 (96.59%), error:      1232.11462, best error:      1143.36255 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 140.0462493896s, input_fired_time: 1.6021157503, output_fired_time: 1.4170135260, propagate_forward_time: 52.3931427002, propagate_backward_time: 81.4953765869, weight_update_time: 0.1437279135, other_time: 3.1386108398
epoch time: 11.1723089218s, input_fired_time: 0.2036740929, output_fired_time: 0.0000000000, propagate_forward_time: 10.4112520218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5573825836
validation[          , genome  6896] predictions:    9581/  10000 (95.81%), best:    9659/10000 (96.59%), error:      1359.30566, best error:      1143.36255 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 142.7729797363s, input_fired_time: 1.6924403906, output_fired_time: 1.4371899366, propagate_forward_time: 53.3856086731, propagate_backward_time: 82.8836898804, weight_update_time: 0.1423249543, other_time: 3.3740463257
epoch time: 11.6540784836s, input_fired_time: 0.2195294648, output_fired_time: 0.0000000000, propagate_forward_time: 10.8107099533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6238393784
validation[          , genome  6896] predictions:    9591/  10000 (95.91%), best:    9659/10000 (96.59%), error:      1349.54382, best error:      1143.36255 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 140.8969573975s, input_fired_time: 1.6238540411, output_fired_time: 1.4382897615, propagate_forward_time: 52.7731208801, propagate_backward_time: 81.8304138184, weight_update_time: 0.1401824504, other_time: 3.2312774658
epoch time: 11.3527822495s, input_fired_time: 0.2042812556, output_fired_time: 0.0000000000, propagate_forward_time: 10.5811605453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5673408508
validation[          , genome  6896] predictions:    9625/  10000 (96.25%), best:    9659/10000 (96.59%), error:      1252.16260, best error:      1143.36255 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 141.5252380371s, input_fired_time: 1.6700593233, output_fired_time: 1.4389657974, propagate_forward_time: 52.9268150330, propagate_backward_time: 82.2314834595, weight_update_time: 0.1403990537, other_time: 3.2579116821
epoch time: 11.2194719315s, input_fired_time: 0.2066802830, output_fired_time: 0.0000000000, propagate_forward_time: 10.4412050247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715866089
validation[          , genome  6896] predictions:    9632/  10000 (96.32%), best:    9659/10000 (96.59%), error:      1216.32410, best error:      1143.36255 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 140.5066833496s, input_fired_time: 1.6238394976, output_fired_time: 1.4257972240, propagate_forward_time: 52.6497344971, propagate_backward_time: 81.6543045044, weight_update_time: 0.1405663639, other_time: 3.1530075073
epoch time: 11.2618856430s, input_fired_time: 0.2056450099, output_fired_time: 0.0000000000, propagate_forward_time: 10.4856424332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705986023
validation[          , genome  6896] predictions:    9597/  10000 (95.97%), best:    9659/10000 (96.59%), error:      1370.99927, best error:      1143.36255 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 141.7436218262s, input_fired_time: 1.6677943468, output_fired_time: 1.4375377893, propagate_forward_time: 53.0228424072, propagate_backward_time: 82.2993240356, weight_update_time: 0.1407624781, other_time: 3.3161239624
epoch time: 11.3351249695s, input_fired_time: 0.2050193846, output_fired_time: 0.0000000000, propagate_forward_time: 10.5627985001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5673074722
validation[          , genome  6896] predictions:    9651/  10000 (96.51%), best:    9659/10000 (96.59%), error:      1170.12952, best error:      1143.36255 on epoch:    14, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 140.6784210205s, input_fired_time: 1.6388460398, output_fired_time: 1.4317587614, propagate_forward_time: 52.5853042603, propagate_backward_time: 81.7721939087, weight_update_time: 0.1405179352, other_time: 3.2503204346
epoch time: 11.2862129211s, input_fired_time: 0.2063484341, output_fired_time: 0.0000000000, propagate_forward_time: 10.5204324722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5594320297
validation[          , genome  6896] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1114.75415, best error:      1114.75415 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 142.9080657959s, input_fired_time: 1.6863909960, output_fired_time: 1.4510729313, propagate_forward_time: 53.4707565308, propagate_backward_time: 82.9279174805, weight_update_time: 0.1433817148, other_time: 3.3719253540
epoch time: 11.1049957275s, input_fired_time: 0.2065097392, output_fired_time: 0.0000000000, propagate_forward_time: 10.3257255554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727605820
validation[          , genome  6896] predictions:    9624/  10000 (96.24%), best:    9665/10000 (96.65%), error:      1231.90381, best error:      1114.75415 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 139.7791900635s, input_fired_time: 1.5991231203, output_fired_time: 1.4207847118, propagate_forward_time: 52.3369445801, propagate_backward_time: 81.2803421021, weight_update_time: 0.1392541677, other_time: 3.1419906616
epoch time: 11.2298660278s, input_fired_time: 0.2055902779, output_fired_time: 0.0000000000, propagate_forward_time: 10.4631481171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611276627
validation[          , genome  6896] predictions:    9535/  10000 (95.35%), best:    9665/10000 (96.65%), error:      1574.72205, best error:      1114.75415 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 143.9023590088s, input_fired_time: 1.6785620451, output_fired_time: 1.4702256918, propagate_forward_time: 53.8476448059, propagate_backward_time: 83.4939804077, weight_update_time: 0.1457343102, other_time: 3.4119491577
epoch time: 11.7034769058s, input_fired_time: 0.2199215144, output_fired_time: 0.0000000000, propagate_forward_time: 10.9004659653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5830898285
validation[          , genome  6896] predictions:    9601/  10000 (96.01%), best:    9665/10000 (96.65%), error:      1332.14758, best error:      1114.75415 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 140.2388763428s, input_fired_time: 1.6098845005, output_fired_time: 1.4223840237, propagate_forward_time: 52.5228118896, propagate_backward_time: 81.5034484863, weight_update_time: 0.1443124563, other_time: 3.1803588867
epoch time: 11.2044115067s, input_fired_time: 0.2090534866, output_fired_time: 0.0000000000, propagate_forward_time: 10.3961296082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992288589
validation[          , genome  6896] predictions:    9657/  10000 (96.57%), best:    9665/10000 (96.65%), error:      1171.19849, best error:      1114.75415 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 141.3939056396s, input_fired_time: 1.6485705376, output_fired_time: 1.4314714670, propagate_forward_time: 52.8586921692, propagate_backward_time: 82.1829299927, weight_update_time: 0.1430097073, other_time: 3.2722396851
epoch time: 11.3068027496s, input_fired_time: 0.2105608582, output_fired_time: 0.0000000000, propagate_forward_time: 10.5333118439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5629301071
validation[          , genome  6896] predictions:    9638/  10000 (96.38%), best:    9665/10000 (96.65%), error:      1182.40198, best error:      1114.75415 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 141.1537628174s, input_fired_time: 1.6427527666, output_fired_time: 1.4423377514, propagate_forward_time: 52.8592872620, propagate_backward_time: 81.9943847656, weight_update_time: 0.1413600892, other_time: 3.2150115967
epoch time: 11.2439136505s, input_fired_time: 0.2056344002, output_fired_time: 0.0000000000, propagate_forward_time: 10.4788923264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593872070
validation[          , genome  6896] predictions:    9655/  10000 (96.55%), best:    9665/10000 (96.65%), error:      1133.99561, best error:      1114.75415 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 141.2501983643s, input_fired_time: 1.6409205198, output_fired_time: 1.4398192167, propagate_forward_time: 52.8917655945, propagate_backward_time: 82.0760421753, weight_update_time: 0.1411887854, other_time: 3.2016525269
epoch time: 11.4227151871s, input_fired_time: 0.2142903060, output_fired_time: 0.0000000000, propagate_forward_time: 10.6114635468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969610214
validation[          , genome  6896] predictions:    9657/  10000 (96.57%), best:    9665/10000 (96.65%), error:      1122.79761, best error:      1114.75415 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 141.9354553223s, input_fired_time: 1.6529232264, output_fired_time: 1.4380383492, propagate_forward_time: 53.0732345581, propagate_backward_time: 82.4932937622, weight_update_time: 0.1418922246, other_time: 3.2779693604
epoch time: 11.2914667130s, input_fired_time: 0.2091211677, output_fired_time: 0.0000000000, propagate_forward_time: 10.5172214508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5651245117
validation[          , genome  6896] predictions:    9603/  10000 (96.03%), best:    9665/10000 (96.65%), error:      1311.67920, best error:      1114.75415 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 141.4862976074s, input_fired_time: 1.6364529133, output_fired_time: 1.4344651699, propagate_forward_time: 52.9448432922, propagate_backward_time: 82.2137298584, weight_update_time: 0.1423392445, other_time: 3.2568054199
epoch time: 11.2964658737s, input_fired_time: 0.2076065838, output_fired_time: 0.0000000000, propagate_forward_time: 10.5256071091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632524490
validation[          , genome  6896] predictions:    9651/  10000 (96.51%), best:    9665/10000 (96.65%), error:      1138.53125, best error:      1114.75415 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 142.5616760254s, input_fired_time: 1.6797336340, output_fired_time: 1.4410473108, propagate_forward_time: 53.3159255981, propagate_backward_time: 82.6915664673, weight_update_time: 0.1488436610, other_time: 3.4334106445
epoch time: 11.3254404068s, input_fired_time: 0.2072264105, output_fired_time: 0.0000000000, propagate_forward_time: 10.5479383469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702753067
validation[          , genome  6896] predictions:    9661/  10000 (96.61%), best:    9665/10000 (96.65%), error:      1231.72278, best error:      1114.75415 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 142.5175018311s, input_fired_time: 1.6848527193, output_fired_time: 1.4493273497, propagate_forward_time: 53.2828102112, propagate_backward_time: 82.7134170532, weight_update_time: 0.1462252885, other_time: 3.3870925903
epoch time: 11.5535840988s, input_fired_time: 0.2249010950, output_fired_time: 0.0000000000, propagate_forward_time: 10.7270765305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6016063690
validation[          , genome  6896] predictions:    9610/  10000 (96.10%), best:    9665/10000 (96.65%), error:      1293.44702, best error:      1114.75415 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 140.5243072510s, input_fired_time: 1.6629748344, output_fired_time: 1.4111698866, propagate_forward_time: 52.4547348022, propagate_backward_time: 81.7343978882, weight_update_time: 0.1446724236, other_time: 3.2610321045
epoch time: 11.2788257599s, input_fired_time: 0.2060905993, output_fired_time: 0.0000000000, propagate_forward_time: 10.5090312958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5637035370
validation[          , genome  6896] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1077.79126, best error:      1077.79126 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 141.4266662598s, input_fired_time: 1.6619522572, output_fired_time: 1.4451668262, propagate_forward_time: 52.8661003113, propagate_backward_time: 82.2123565674, weight_update_time: 0.1411345452, other_time: 3.2410888672
epoch time: 11.2635774612s, input_fired_time: 0.2053410560, output_fired_time: 0.0000000000, propagate_forward_time: 10.4947233200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5635128021
validation[          , genome  6896] predictions:    9606/  10000 (96.06%), best:    9677/10000 (96.77%), error:      1264.26196, best error:      1077.79126 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 141.5100555420s, input_fired_time: 1.6723672152, output_fired_time: 1.4251488447, propagate_forward_time: 52.9073524475, propagate_backward_time: 82.2156829834, weight_update_time: 0.1476032436, other_time: 3.2895050049
epoch time: 11.8551445007s, input_fired_time: 0.2390999198, output_fired_time: 0.0000000000, propagate_forward_time: 11.0038394928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6122055054
validation[          , genome  6896] predictions:    9652/  10000 (96.52%), best:    9677/10000 (96.77%), error:      1133.35498, best error:      1077.79126 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 143.7645263672s, input_fired_time: 1.7059596777, output_fired_time: 1.4732432365, propagate_forward_time: 53.7163467407, propagate_backward_time: 83.4114532471, weight_update_time: 0.1421068907, other_time: 3.4575271606
epoch time: 11.4183635712s, input_fired_time: 0.2129854560, output_fired_time: 0.0000000000, propagate_forward_time: 10.6152229309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5901556015
validation[          , genome  6896] predictions:    9644/  10000 (96.44%), best:    9677/10000 (96.77%), error:      1169.96570, best error:      1077.79126 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 141.1979064941s, input_fired_time: 1.6598896980, output_fired_time: 1.4341373444, propagate_forward_time: 52.9300193787, propagate_backward_time: 81.9546661377, weight_update_time: 0.1412519515, other_time: 3.2191772461
epoch time: 11.6253356934s, input_fired_time: 0.2180614620, output_fired_time: 0.0000000000, propagate_forward_time: 10.8295860291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5776882172
validation[          , genome  6896] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       966.78333, best error:       966.78333 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 141.0230560303s, input_fired_time: 1.6572910547, output_fired_time: 1.4123938084, propagate_forward_time: 52.7695884705, propagate_backward_time: 81.8985671997, weight_update_time: 0.1410704255, other_time: 3.2852096558
epoch time: 11.2442512512s, input_fired_time: 0.2069948018, output_fired_time: 0.0000000000, propagate_forward_time: 10.4767274857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5605287552
validation[          , genome  6896] predictions:    9673/  10000 (96.73%), best:    9700/10000 (97.00%), error:      1063.11768, best error:       966.78333 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 140.2517547607s, input_fired_time: 1.6175811291, output_fired_time: 1.4184740782, propagate_forward_time: 52.4468650818, propagate_backward_time: 81.6086425781, weight_update_time: 0.1392364204, other_time: 3.1601867676
epoch time: 11.2186374664s, input_fired_time: 0.2062602192, output_fired_time: 0.0000000000, propagate_forward_time: 10.4541730881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582036972
validation[          , genome  6896] predictions:    9705/  10000 (97.05%), best:    9700/10000 (97.00%), error:       978.56726, best error:       966.78333 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 140.3491668701s, input_fired_time: 1.6188702583, output_fired_time: 1.4281537533, propagate_forward_time: 52.6202316284, propagate_backward_time: 81.5417480469, weight_update_time: 0.1397485882, other_time: 3.1401748657
epoch time: 11.2603607178s, input_fired_time: 0.2069538683, output_fired_time: 0.0000000000, propagate_forward_time: 10.4923801422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610265732
validation[          , genome  6896] predictions:    9667/  10000 (96.67%), best:    9700/10000 (97.00%), error:      1065.35498, best error:       966.78333 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 142.6679382324s, input_fired_time: 1.6698312759, output_fired_time: 1.4632754326, propagate_forward_time: 53.5036697388, propagate_backward_time: 82.7579803467, weight_update_time: 0.1412117481, other_time: 3.2731857300
epoch time: 11.4749536514s, input_fired_time: 0.2203418165, output_fired_time: 0.0000000000, propagate_forward_time: 10.6421184540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124935150
validation[          , genome  6896] predictions:    9662/  10000 (96.62%), best:    9700/10000 (97.00%), error:      1162.97705, best error:       966.78333 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 141.8632049561s, input_fired_time: 1.6484168768, output_fired_time: 1.4528443813, propagate_forward_time: 53.0623283386, propagate_backward_time: 82.4242324829, weight_update_time: 0.1469154060, other_time: 3.2753677368
epoch time: 11.3067474365s, input_fired_time: 0.2121644765, output_fired_time: 0.0000000000, propagate_forward_time: 10.5159177780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786647797
validation[          , genome  6896] predictions:    9656/  10000 (96.56%), best:    9700/10000 (97.00%), error:      1143.12964, best error:       966.78333 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 142.0282745361s, input_fired_time: 1.6683684587, output_fired_time: 1.4488437176, propagate_forward_time: 53.1483840942, propagate_backward_time: 82.4880676270, weight_update_time: 0.1429766566, other_time: 3.2746200562
epoch time: 11.3197240829s, input_fired_time: 0.2198905647, output_fired_time: 0.0000000000, propagate_forward_time: 10.5235919952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5762414932
validation[          , genome  6896] predictions:    9683/  10000 (96.83%), best:    9700/10000 (97.00%), error:      1044.88525, best error:       966.78333 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 141.6392822266s, input_fired_time: 1.6707327366, output_fired_time: 1.4265681505, propagate_forward_time: 52.9656867981, propagate_backward_time: 82.2912292480, weight_update_time: 0.1421279907, other_time: 3.2850646973
epoch time: 11.3369255066s, input_fired_time: 0.2101852745, output_fired_time: 0.0000000000, propagate_forward_time: 10.5627765656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5639638901
validation[          , genome  6896] predictions:    9697/  10000 (96.97%), best:    9700/10000 (97.00%), error:      1018.88342, best error:       966.78333 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 140.7199554443s, input_fired_time: 1.6394593716, output_fired_time: 1.4243887663, propagate_forward_time: 52.7284469604, propagate_backward_time: 81.7319030762, weight_update_time: 0.1410985291, other_time: 3.1957473755
epoch time: 11.2712097168s, input_fired_time: 0.2103048861, output_fired_time: 0.0000000000, propagate_forward_time: 10.4997825623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611219406
validation[          , genome  6896] predictions:    9709/  10000 (97.09%), best:    9700/10000 (97.00%), error:       986.32452, best error:       966.78333 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 141.1655273438s, input_fired_time: 1.6419291496, output_fired_time: 1.4338448048, propagate_forward_time: 52.8498115540, propagate_backward_time: 82.0370712280, weight_update_time: 0.1403019875, other_time: 3.2028884888
epoch time: 11.2719144821s, input_fired_time: 0.2099307030, output_fired_time: 0.0000000000, propagate_forward_time: 10.4967041016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5652799606
validation[          , genome  6896] predictions:    9691/  10000 (96.91%), best:    9700/10000 (97.00%), error:      1044.12427, best error:       966.78333 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 141.5856781006s, input_fired_time: 1.6668986082, output_fired_time: 1.4218907356, propagate_forward_time: 53.0031089783, propagate_backward_time: 82.2271728516, weight_update_time: 0.1471778899, other_time: 3.2666015625
epoch time: 11.3864355087s, input_fired_time: 0.2238243818, output_fired_time: 0.0000000000, propagate_forward_time: 10.5830812454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5795297623
validation[          , genome  6896] predictions:    9625/  10000 (96.25%), best:    9700/10000 (97.00%), error:      1201.10571, best error:       966.78333 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 141.9588470459s, input_fired_time: 1.6814434528, output_fired_time: 1.4278351068, propagate_forward_time: 53.1343498230, propagate_backward_time: 82.3280868530, weight_update_time: 0.1414831579, other_time: 3.3871231079
epoch time: 11.3292455673s, input_fired_time: 0.2087956071, output_fired_time: 0.0000000000, propagate_forward_time: 10.5591239929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613260269
validation[          , genome  6896] predictions:    9689/  10000 (96.89%), best:    9700/10000 (97.00%), error:      1008.40619, best error:       966.78333 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 139.9401855469s, input_fired_time: 1.6236891747, output_fired_time: 1.4109086990, propagate_forward_time: 52.4002761841, propagate_backward_time: 81.3478927612, weight_update_time: 0.1392390132, other_time: 3.1574249268
epoch time: 11.1445331573s, input_fired_time: 0.2129637003, output_fired_time: 0.0000000000, propagate_forward_time: 10.3626747131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688943863
validation[          , genome  6896] predictions:    9662/  10000 (96.62%), best:    9700/10000 (97.00%), error:      1097.04077, best error:       966.78333 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 141.5069580078s, input_fired_time: 1.6767514944, output_fired_time: 1.4404934645, propagate_forward_time: 52.9131698608, propagate_backward_time: 82.1550064087, weight_update_time: 0.1416263729, other_time: 3.3215332031
epoch time: 11.3838844299s, input_fired_time: 0.2130375057, output_fired_time: 0.0000000000, propagate_forward_time: 10.5868053436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840415955
validation[          , genome  6896] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       966.08612, best error:       966.08612 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 142.6673736572s, input_fired_time: 1.6734635830, output_fired_time: 1.4344283342, propagate_forward_time: 53.4257965088, propagate_backward_time: 82.8123168945, weight_update_time: 0.1431899518, other_time: 3.3213653564
epoch time: 11.4852046967s, input_fired_time: 0.2183396220, output_fired_time: 0.0000000000, propagate_forward_time: 10.6689605713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979042053
validation[          , genome  6896] predictions:    9657/  10000 (96.57%), best:    9719/10000 (97.19%), error:      1152.19739, best error:       966.08612 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 140.5826110840s, input_fired_time: 1.6340755224, output_fired_time: 1.4134931564, propagate_forward_time: 52.6255912781, propagate_backward_time: 81.7393951416, weight_update_time: 0.1390610188, other_time: 3.1700439453
epoch time: 11.3517274857s, input_fired_time: 0.2074668556, output_fired_time: 0.0000000000, propagate_forward_time: 10.5716819763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725784302
validation[          , genome  6896] predictions:    9675/  10000 (96.75%), best:    9719/10000 (97.19%), error:      1109.38098, best error:       966.08612 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 142.3671417236s, input_fired_time: 1.6784338951, output_fired_time: 1.4338997602, propagate_forward_time: 53.2456817627, propagate_backward_time: 82.7566604614, weight_update_time: 0.1457687914, other_time: 3.2524642944
epoch time: 11.4780750275s, input_fired_time: 0.2227903754, output_fired_time: 0.0000000000, propagate_forward_time: 10.6696796417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856046677
validation[          , genome  6896] predictions:    9690/  10000 (96.90%), best:    9719/10000 (97.19%), error:      1041.44788, best error:       966.08612 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 141.3868560791s, input_fired_time: 1.6554133892, output_fired_time: 1.4264193773, propagate_forward_time: 52.9599914551, propagate_backward_time: 82.0684967041, weight_update_time: 0.1413458884, other_time: 3.2765350342
epoch time: 11.3235692978s, input_fired_time: 0.2150933146, output_fired_time: 0.0000000000, propagate_forward_time: 10.5183219910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5901536942
validation[          , genome  6896] predictions:    9667/  10000 (96.67%), best:    9719/10000 (97.19%), error:      1051.31458, best error:       966.08612 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 141.9210815430s, input_fired_time: 1.6760141850, output_fired_time: 1.4205071926, propagate_forward_time: 53.0943908691, propagate_backward_time: 82.4747848511, weight_update_time: 0.1457667500, other_time: 3.2553939819
epoch time: 11.6803970337s, input_fired_time: 0.2260244042, output_fired_time: 0.0000000000, propagate_forward_time: 10.8366050720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177673340
validation[          , genome  6896] predictions:    9673/  10000 (96.73%), best:    9719/10000 (97.19%), error:      1077.24756, best error:       966.08612 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 141.7820739746s, input_fired_time: 1.6667265892, output_fired_time: 1.4450145960, propagate_forward_time: 53.0628013611, propagate_backward_time: 82.2906570435, weight_update_time: 0.1413955539, other_time: 3.3168716431
epoch time: 11.1652927399s, input_fired_time: 0.2072371095, output_fired_time: 0.0000000000, propagate_forward_time: 10.3958454132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5622100830
validation[          , genome  6896] predictions:    9648/  10000 (96.48%), best:    9719/10000 (97.19%), error:      1162.31824, best error:       966.08612 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 141.2201995850s, input_fired_time: 1.6651958227, output_fired_time: 1.4367412329, propagate_forward_time: 52.8197708130, propagate_backward_time: 82.0016555786, weight_update_time: 0.1414692253, other_time: 3.2968444824
epoch time: 11.3186130524s, input_fired_time: 0.2103706747, output_fired_time: 0.0000000000, propagate_forward_time: 10.5436792374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5645627975
validation[          , genome  6896] predictions:    9650/  10000 (96.50%), best:    9719/10000 (97.19%), error:      1153.31689, best error:       966.08612 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 140.9973602295s, input_fired_time: 1.6490807533, output_fired_time: 1.4148977995, propagate_forward_time: 52.7643203735, propagate_backward_time: 81.9263381958, weight_update_time: 0.1569503397, other_time: 3.2427215576
epoch time: 11.3366994858s, input_fired_time: 0.2156405002, output_fired_time: 0.0000000000, propagate_forward_time: 10.5334367752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876226425
validation[          , genome  6896] predictions:    9695/  10000 (96.95%), best:    9719/10000 (97.19%), error:      1001.08533, best error:       966.08612 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 141.1245574951s, input_fired_time: 1.6680144072, output_fired_time: 1.4272683859, propagate_forward_time: 52.8461837769, propagate_backward_time: 81.9744262695, weight_update_time: 0.1400405765, other_time: 3.2086715698
epoch time: 11.4569683075s, input_fired_time: 0.2182379216, output_fired_time: 0.0000000000, propagate_forward_time: 10.6395273209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992031097
validation[          , genome  6896] predictions:    9661/  10000 (96.61%), best:    9719/10000 (97.19%), error:      1084.90344, best error:       966.08612 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 142.6231536865s, input_fired_time: 1.7120026350, output_fired_time: 1.4432407618, propagate_forward_time: 53.3291702271, propagate_backward_time: 82.7337417603, weight_update_time: 0.1434585452, other_time: 3.4049987793
epoch time: 11.2799520493s, input_fired_time: 0.2125048190, output_fired_time: 0.0000000000, propagate_forward_time: 10.4978580475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5695896149
validation[          , genome  6896] predictions:    9676/  10000 (96.76%), best:    9719/10000 (97.19%), error:      1023.81079, best error:       966.08612 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 141.1961669922s, input_fired_time: 1.6532062292, output_fired_time: 1.4393965006, propagate_forward_time: 52.8827362061, propagate_backward_time: 82.0084304810, weight_update_time: 0.1409372240, other_time: 3.2123947144
epoch time: 11.2420320511s, input_fired_time: 0.2106608152, output_fired_time: 0.0000000000, propagate_forward_time: 10.4696645737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617065430
validation[          , genome  6896] predictions:    9672/  10000 (96.72%), best:    9719/10000 (97.19%), error:      1138.02466, best error:       966.08612 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 140.7140808105s, input_fired_time: 1.6394246817, output_fired_time: 1.4257549047, propagate_forward_time: 52.6365127563, propagate_backward_time: 81.8593215942, weight_update_time: 0.1398533583, other_time: 3.1530761719
epoch time: 11.2223949432s, input_fired_time: 0.2128869742, output_fired_time: 0.0000000000, propagate_forward_time: 10.4423522949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5671558380
validation[          , genome  6896] predictions:    9677/  10000 (96.77%), best:    9719/10000 (97.19%), error:      1072.31104, best error:       966.08612 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 140.6432647705s, input_fired_time: 1.6551665068, output_fired_time: 1.4289573431, propagate_forward_time: 52.6944427490, propagate_backward_time: 81.6962661743, weight_update_time: 0.1396563798, other_time: 3.1684341431
epoch time: 11.3618421555s, input_fired_time: 0.2163445652, output_fired_time: 0.0000000000, propagate_forward_time: 10.5609140396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845832825
validation[          , genome  6896] predictions:    9687/  10000 (96.87%), best:    9719/10000 (97.19%), error:      1045.91919, best error:       966.08612 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 141.1374664307s, input_fired_time: 1.6795052290, output_fired_time: 1.4275083542, propagate_forward_time: 52.8402214050, propagate_backward_time: 81.9411163330, weight_update_time: 0.1408557296, other_time: 3.2491149902
epoch time: 11.2650928497s, input_fired_time: 0.2112323791, output_fired_time: 0.0000000000, propagate_forward_time: 10.4870376587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5668230057
validation[          , genome  6896] predictions:    9671/  10000 (96.71%), best:    9719/10000 (97.19%), error:      1106.47522, best error:       966.08612 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 141.7725830078s, input_fired_time: 1.6599162817, output_fired_time: 1.4304047823, propagate_forward_time: 53.2691764832, propagate_backward_time: 82.2022857666, weight_update_time: 0.1431953609, other_time: 3.2108001709
epoch time: 11.6633005142s, input_fired_time: 0.2202243209, output_fired_time: 0.0000000000, propagate_forward_time: 10.8523721695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907039642
validation[          , genome  6896] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       964.66229, best error:       964.66229 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 143.1808013916s, input_fired_time: 1.7024149895, output_fired_time: 1.4412456751, propagate_forward_time: 54.0149917603, propagate_backward_time: 82.7163848877, weight_update_time: 0.1422049105, other_time: 3.3057785034
epoch time: 11.6223402023s, input_fired_time: 0.2130258083, output_fired_time: 0.0000000000, propagate_forward_time: 10.8354816437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738325119
validation[          , genome  6896] predictions:    9677/  10000 (96.77%), best:    9713/10000 (97.13%), error:      1075.63977, best error:       964.66229 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 143.4821929932s, input_fired_time: 1.7107115984, output_fired_time: 1.4543086290, propagate_forward_time: 53.6400070190, propagate_backward_time: 83.2682266235, weight_update_time: 0.1573164761, other_time: 3.4089355469
epoch time: 11.2540626526s, input_fired_time: 0.2121658623, output_fired_time: 0.0000000000, propagate_forward_time: 10.4809522629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609445572
validation[          , genome  6896] predictions:    9708/  10000 (97.08%), best:    9713/10000 (97.13%), error:       996.12640, best error:       964.66229 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 140.9063415527s, input_fired_time: 1.6896651983, output_fired_time: 1.4277950525, propagate_forward_time: 52.7735939026, propagate_backward_time: 81.7746963501, weight_update_time: 0.1405400634, other_time: 3.2405929565
epoch time: 11.2497682571s, input_fired_time: 0.2110386193, output_fired_time: 0.0000000000, propagate_forward_time: 10.4755506516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631790161
validation[          , genome  6896] predictions:    9722/  10000 (97.22%), best:    9713/10000 (97.13%), error:       974.53833, best error:       964.66229 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 141.3724212646s, input_fired_time: 1.6608786583, output_fired_time: 1.4244310856, propagate_forward_time: 52.9023857117, propagate_backward_time: 82.1331863403, weight_update_time: 0.1396629363, other_time: 3.2515335083
epoch time: 11.3728179932s, input_fired_time: 0.2192492783, output_fired_time: 0.0000000000, propagate_forward_time: 10.5556745529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978937149
validation[          , genome  6896] predictions:    9687/  10000 (96.87%), best:    9713/10000 (97.13%), error:      1045.48169, best error:       964.66229 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 141.5836334229s, input_fired_time: 1.6944562197, output_fired_time: 1.4317915440, propagate_forward_time: 52.8875885010, propagate_backward_time: 82.2892837524, weight_update_time: 0.1459803134, other_time: 3.2805099487
epoch time: 11.2986221313s, input_fired_time: 0.2133614123, output_fired_time: 0.0000000000, propagate_forward_time: 10.5133562088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5719041824
validation[          , genome  6896] predictions:    9700/  10000 (97.00%), best:    9713/10000 (97.13%), error:       996.85638, best error:       964.66229 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 144.0117492676s, input_fired_time: 1.7268277407, output_fired_time: 1.4564032555, propagate_forward_time: 53.7686767578, propagate_backward_time: 83.6153259277, weight_update_time: 0.1444092691, other_time: 3.4445190430
epoch time: 11.4057884216s, input_fired_time: 0.2193640918, output_fired_time: 0.0000000000, propagate_forward_time: 10.5999822617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5864419937
validation[          , genome  6896] predictions:    9688/  10000 (96.88%), best:    9713/10000 (97.13%), error:      1023.50555, best error:       964.66229 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 139.4030914307s, input_fired_time: 1.6293015480, output_fired_time: 1.4026496410, propagate_forward_time: 52.1576347351, propagate_backward_time: 81.0854034424, weight_update_time: 0.1381051093, other_time: 3.1280975342
epoch time: 11.6053771973s, input_fired_time: 0.2196392268, output_fired_time: 0.0000000000, propagate_forward_time: 10.7777957916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6079425812
validation[          , genome  6896] predictions:    9709/  10000 (97.09%), best:    9713/10000 (97.13%), error:      1012.92737, best error:       964.66229 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 141.3153991699s, input_fired_time: 1.6777676344, output_fired_time: 1.4257206917, propagate_forward_time: 52.8821334839, propagate_backward_time: 82.0630569458, weight_update_time: 0.1409498900, other_time: 3.2667236328
epoch time: 11.4148244858s, input_fired_time: 0.2253172100, output_fired_time: 0.0000000000, propagate_forward_time: 10.5806798935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088275909
validation[          , genome  6896] predictions:    9718/  10000 (97.18%), best:    9713/10000 (97.13%), error:       967.02783, best error:       964.66229 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 141.0114593506s, input_fired_time: 1.6701328754, output_fired_time: 1.4223197699, propagate_forward_time: 52.6820983887, propagate_backward_time: 81.9204559326, weight_update_time: 0.1407088190, other_time: 3.3164520264
epoch time: 11.6117372513s, input_fired_time: 0.2246077657, output_fired_time: 0.0000000000, propagate_forward_time: 10.8073978424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5797319412
validation[          , genome  6896] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       959.79645, best error:       959.79645 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 143.6455383301s, input_fired_time: 1.7061938047, output_fired_time: 1.4641191959, propagate_forward_time: 53.5938644409, propagate_backward_time: 83.4235000610, weight_update_time: 0.1523801088, other_time: 3.4578552246
epoch time: 11.2593955994s, input_fired_time: 0.2132909596, output_fired_time: 0.0000000000, propagate_forward_time: 10.4824285507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5636758804
validation[          , genome  6896] predictions:    9709/  10000 (97.09%), best:    9710/10000 (97.10%), error:       989.88385, best error:       959.79645 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 141.8802795410s, input_fired_time: 1.6749973297, output_fired_time: 1.4270933867, propagate_forward_time: 52.9777984619, propagate_backward_time: 82.4913864136, weight_update_time: 0.1414114833, other_time: 3.3089981079
epoch time: 11.6544418335s, input_fired_time: 0.2309382707, output_fired_time: 0.0000000000, propagate_forward_time: 10.8279352188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5955686569
validation[          , genome  6896] predictions:    9697/  10000 (96.97%), best:    9710/10000 (97.10%), error:      1003.11914, best error:       959.79645 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 142.1218261719s, input_fired_time: 1.6825586557, output_fired_time: 1.4505786896, propagate_forward_time: 53.1941261292, propagate_backward_time: 82.5138931274, weight_update_time: 0.1463025212, other_time: 3.2806777954
epoch time: 11.3282775879s, input_fired_time: 0.2120701820, output_fired_time: 0.0000000000, propagate_forward_time: 10.5488557816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5673513412
validation[          , genome  6896] predictions:    9680/  10000 (96.80%), best:    9710/10000 (97.10%), error:      1104.93494, best error:       959.79645 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 142.2693786621s, input_fired_time: 1.6974610090, output_fired_time: 1.4559006691, propagate_forward_time: 53.1433067322, propagate_backward_time: 82.6543579102, weight_update_time: 0.1422669291, other_time: 3.3183441162
epoch time: 11.5142450333s, input_fired_time: 0.2203527242, output_fired_time: 0.0000000000, propagate_forward_time: 10.7011013031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927906036
validation[          , genome  6896] predictions:    9695/  10000 (96.95%), best:    9710/10000 (97.10%), error:       994.15771, best error:       959.79645 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 141.1931915283s, input_fired_time: 1.6669359207, output_fired_time: 1.4309480190, propagate_forward_time: 52.8166618347, propagate_backward_time: 82.0399780273, weight_update_time: 0.1477372199, other_time: 3.2386627197
epoch time: 11.4343757629s, input_fired_time: 0.2187248915, output_fired_time: 0.0000000000, propagate_forward_time: 10.6298131943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5858373642
validation[          , genome  6896] predictions:    9708/  10000 (97.08%), best:    9710/10000 (97.10%), error:       990.19391, best error:       959.79645 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 141.2041168213s, input_fired_time: 1.6785092354, output_fired_time: 1.4267456532, propagate_forward_time: 52.8548011780, propagate_backward_time: 81.9980087280, weight_update_time: 0.1407623142, other_time: 3.2460556030
epoch time: 11.5412702560s, input_fired_time: 0.2282511890, output_fired_time: 0.0000000000, propagate_forward_time: 10.7109289169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020898819
validation[          , genome  6896] predictions:    9700/  10000 (97.00%), best:    9710/10000 (97.10%), error:      1024.50293, best error:       959.79645 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 141.1720581055s, input_fired_time: 1.6481690407, output_fired_time: 1.4197565317, propagate_forward_time: 52.8382949829, propagate_backward_time: 82.1378326416, weight_update_time: 0.1381604970, other_time: 3.1280136108
epoch time: 11.4505138397s, input_fired_time: 0.2240577042, output_fired_time: 0.0000000000, propagate_forward_time: 10.6292352676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5972204208
validation[          , genome  6896] predictions:    9693/  10000 (96.93%), best:    9710/10000 (97.10%), error:      1058.68628, best error:       959.79645 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 140.4446105957s, input_fired_time: 1.6540644169, output_fired_time: 1.4148920774, propagate_forward_time: 52.6279411316, propagate_backward_time: 81.5870895386, weight_update_time: 0.1386742443, other_time: 3.1606216431
epoch time: 11.2135601044s, input_fired_time: 0.2131710351, output_fired_time: 0.0000000000, propagate_forward_time: 10.4403228760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5600662231
validation[          , genome  6896] predictions:    9689/  10000 (96.89%), best:    9710/10000 (97.10%), error:      1022.48676, best error:       959.79645 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 142.8605957031s, input_fired_time: 1.7055232525, output_fired_time: 1.4476488829, propagate_forward_time: 53.4229927063, propagate_backward_time: 82.8909301758, weight_update_time: 0.1416723430, other_time: 3.3935089111
epoch time: 11.5032825470s, input_fired_time: 0.2223611176, output_fired_time: 0.0000000000, propagate_forward_time: 10.6916913986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5892295837
validation[          , genome  6896] predictions:    9678/  10000 (96.78%), best:    9710/10000 (97.10%), error:      1029.55737, best error:       959.79645 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 142.2068481445s, input_fired_time: 1.7054520845, output_fired_time: 1.4380922318, propagate_forward_time: 53.1851692200, propagate_backward_time: 82.5584411621, weight_update_time: 0.1423248351, other_time: 3.3196868896
epoch time: 11.3399696350s, input_fired_time: 0.2142444998, output_fired_time: 0.0000000000, propagate_forward_time: 10.5513486862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5743761063
validation[          , genome  6896] predictions:    9697/  10000 (96.97%), best:    9710/10000 (97.10%), error:       993.42462, best error:       959.79645 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 140.8489685059s, input_fired_time: 1.6639586687, output_fired_time: 1.4221049547, propagate_forward_time: 52.7061119080, propagate_backward_time: 81.8776473999, weight_update_time: 0.1403499246, other_time: 3.1791458130
epoch time: 11.2083845139s, input_fired_time: 0.2163890749, output_fired_time: 0.0000000000, propagate_forward_time: 10.4128637314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5791320801
validation[          , genome  6896] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       950.07886, best error:       950.07886 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 141.8171234131s, input_fired_time: 1.6883759499, output_fired_time: 1.4393184185, propagate_forward_time: 53.0887451172, propagate_backward_time: 82.3513870239, weight_update_time: 0.1416008025, other_time: 3.2493057251
epoch time: 11.7359600067s, input_fired_time: 0.2222328931, output_fired_time: 0.0000000000, propagate_forward_time: 10.9010601044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126670837
validation[          , genome  6896] predictions:    9659/  10000 (96.59%), best:    9707/10000 (97.07%), error:      1123.72791, best error:       950.07886 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 142.2049407959s, input_fired_time: 1.6990994215, output_fired_time: 1.4344074726, propagate_forward_time: 53.1726875305, propagate_backward_time: 82.5942306519, weight_update_time: 0.1416805983, other_time: 3.3045272827
epoch time: 11.3191213608s, input_fired_time: 0.2160602510, output_fired_time: 0.0000000000, propagate_forward_time: 10.5334463120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696144104
validation[          , genome  6896] predictions:    9675/  10000 (96.75%), best:    9707/10000 (97.07%), error:      1105.20276, best error:       950.07886 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 140.7667236328s, input_fired_time: 1.6659274101, output_fired_time: 1.4327914715, propagate_forward_time: 52.6980094910, propagate_backward_time: 81.7825546265, weight_update_time: 0.1396556050, other_time: 3.1874465942
epoch time: 11.3333597183s, input_fired_time: 0.2159392685, output_fired_time: 0.0000000000, propagate_forward_time: 10.5480175018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694026947
validation[          , genome  6896] predictions:    9691/  10000 (96.91%), best:    9707/10000 (97.07%), error:      1023.73376, best error:       950.07886 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 140.2855224609s, input_fired_time: 1.6430659294, output_fired_time: 1.4210405350, propagate_forward_time: 52.4719200134, propagate_backward_time: 81.5890502930, weight_update_time: 0.1386669129, other_time: 3.1604461670
epoch time: 11.3522415161s, input_fired_time: 0.2207508534, output_fired_time: 0.0000000000, propagate_forward_time: 10.5437707901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5877199173
validation[          , genome  6896] predictions:    9701/  10000 (97.01%), best:    9707/10000 (97.07%), error:      1026.62891, best error:       950.07886 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 141.8407592773s, input_fired_time: 1.6645367146, output_fired_time: 1.4495710135, propagate_forward_time: 53.0040893555, propagate_backward_time: 82.4728088379, weight_update_time: 0.1407079846, other_time: 3.2497558594
epoch time: 11.7253923416s, input_fired_time: 0.2309761047, output_fired_time: 0.0000000000, propagate_forward_time: 10.8801298141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142864227
validation[          , genome  6896] predictions:    9713/  10000 (97.13%), best:    9707/10000 (97.07%), error:       969.22961, best error:       950.07886 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 140.9324035645s, input_fired_time: 1.6713134050, output_fired_time: 1.4340158701, propagate_forward_time: 52.6751327515, propagate_backward_time: 81.9428634644, weight_update_time: 0.1400869489, other_time: 3.2090759277
epoch time: 11.2784605026s, input_fired_time: 0.2204124182, output_fired_time: 0.0000000000, propagate_forward_time: 10.4947204590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5633277893
validation[          , genome  6896] predictions:    9695/  10000 (96.95%), best:    9707/10000 (97.07%), error:       996.81030, best error:       950.07886 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 141.0766448975s, input_fired_time: 1.6807640791, output_fired_time: 1.4327485561, propagate_forward_time: 52.8149948120, propagate_backward_time: 81.9131622314, weight_update_time: 0.1405333579, other_time: 3.2349624634
epoch time: 11.2910165787s, input_fired_time: 0.2165179998, output_fired_time: 0.0000000000, propagate_forward_time: 10.5126342773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5618638992
validation[          , genome  6896] predictions:    9666/  10000 (96.66%), best:    9707/10000 (97.07%), error:      1080.36780, best error:       950.07886 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 145.2204132080s, input_fired_time: 1.7121827602, output_fired_time: 1.4933210611, propagate_forward_time: 54.4131622314, propagate_backward_time: 84.3977279663, weight_update_time: 0.1399419308, other_time: 3.2040176392
epoch time: 11.4384374619s, input_fired_time: 0.2222055942, output_fired_time: 0.0000000000, propagate_forward_time: 10.6243743896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918579102
validation[          , genome  6896] predictions:    9692/  10000 (96.92%), best:    9707/10000 (97.07%), error:      1046.48962, best error:       950.07886 on epoch:    92, 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: 56.2123603821s, input_fired_time: 1.0738985538, output_fired_time: 0.0000000000, propagate_forward_time: 52.2101325989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9283294678
best training[          , genome  6896] predictions:   49381/  50000 (98.76%), best:    9707/10000 (97.07%), error:      2387.61621, best error:       950.07886 on epoch:    92, 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: 11.2943325043s, input_fired_time: 0.2139356732, output_fired_time: 0.0000000000, propagate_forward_time: 10.5189790726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614175797
   testing[          , genome  6896] predictions:    9730/  10000 (97.30%), best:    9707/10000 (97.07%), error:       861.63623, best error:       950.07886 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:35:49 (4784): called boinc_finish(0)

</stderr_txt>
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