Nameexact_genome_1512568488_42_6737_0
Workunit2604934
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:40:42 UTC
Report deadline17 Dec 2017, 20:08:43 UTC
Received8 Dec 2017, 11:13:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time5 hours 51 min 5 sec
CPU time5 hours 39 min 27 sec
Validate stateValid
Credit2,484.03
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.10 MB
Peak swap size162.00 MB
Peak disk usage2.91 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
907.33051 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 187.8750152588s, input_fired_time: 2.1951591969, output_fired_time: 2.1629080772, propagate_forward_time: 72.0114898682, propagate_backward_time: 107.7943572998, weight_update_time: 0.2120817155, other_time: 3.7111053467
epoch time: 15.6312465668s, input_fired_time: 0.2731305063, output_fired_time: 0.0000000000, propagate_forward_time: 14.6699705124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881456375
validation[          , genome  6737] predictions:    9703/  10000 (97.03%), best:    9738/10000 (97.38%), error:       979.24921, best error:       907.33051 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 189.7235260010s, input_fired_time: 2.2873086929, output_fired_time: 2.1934916973, propagate_forward_time: 72.6452026367, propagate_backward_time: 108.8282394409, weight_update_time: 0.2140298486, other_time: 3.7692794800
epoch time: 15.7225465775s, input_fired_time: 0.2760534883, output_fired_time: 0.0000000000, propagate_forward_time: 14.7530355453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934576035
validation[          , genome  6737] predictions:    9707/  10000 (97.07%), best:    9738/10000 (97.38%), error:       942.91766, best error:       907.33051 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 190.3193206787s, input_fired_time: 2.2193992138, output_fired_time: 2.1586887836, propagate_forward_time: 72.9561996460, propagate_backward_time: 109.1992568970, weight_update_time: 0.2144118845, other_time: 3.7857666016
epoch time: 15.5924968719s, input_fired_time: 0.2827135623, output_fired_time: 0.0000000000, propagate_forward_time: 14.6083736420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7014093399
validation[          , genome  6737] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       807.85181, best error:       807.85181 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 189.6109008789s, input_fired_time: 2.2812371254, output_fired_time: 2.1734557152, propagate_forward_time: 72.7120513916, propagate_backward_time: 108.6907958984, weight_update_time: 0.2156098932, other_time: 3.7533569336
epoch time: 15.4085435867s, input_fired_time: 0.2713707685, output_fired_time: 0.0000000000, propagate_forward_time: 14.4653310776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6718416214
validation[          , genome  6737] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       788.77521, best error:       788.77521 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 190.9567871094s, input_fired_time: 2.3085544109, output_fired_time: 2.1866145134, propagate_forward_time: 73.2604217529, propagate_backward_time: 109.4508361816, weight_update_time: 0.2141839713, other_time: 3.7503662109
epoch time: 15.6545963287s, input_fired_time: 0.2859561145, output_fired_time: 0.0000000000, propagate_forward_time: 14.6830015182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6856384277
validation[          , genome  6737] predictions:    9745/  10000 (97.45%), best:    9753/10000 (97.53%), error:       830.72772, best error:       788.77521 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 189.3399505615s, input_fired_time: 2.2155566216, output_fired_time: 2.1874272823, propagate_forward_time: 72.6167984009, propagate_backward_time: 108.5665359497, weight_update_time: 0.2146350890, other_time: 3.7536315918
epoch time: 15.2926177979s, input_fired_time: 0.2744283676, output_fired_time: 0.0000000000, propagate_forward_time: 14.3476657867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6705236435
validation[          , genome  6737] predictions:    9715/  10000 (97.15%), best:    9753/10000 (97.53%), error:       928.73047, best error:       788.77521 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 188.8672790527s, input_fired_time: 2.2343392372, output_fired_time: 2.1584086418, propagate_forward_time: 72.5125961304, propagate_backward_time: 108.2254867554, weight_update_time: 0.2134999186, other_time: 3.7364501953
epoch time: 15.4584941864s, input_fired_time: 0.2746306658, output_fired_time: 0.0000000000, propagate_forward_time: 14.4978961945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859674454
validation[          , genome  6737] predictions:    9700/  10000 (97.00%), best:    9753/10000 (97.53%), error:       929.74585, best error:       788.77521 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 189.8811035156s, input_fired_time: 2.2175779343, output_fired_time: 2.1773216724, propagate_forward_time: 72.8939285278, propagate_backward_time: 108.8316421509, weight_update_time: 0.2209661454, other_time: 3.7606353760
epoch time: 15.3947668076s, input_fired_time: 0.2747617066, output_fired_time: 0.0000000000, propagate_forward_time: 14.4412250519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6787796021
validation[          , genome  6737] predictions:    9752/  10000 (97.52%), best:    9753/10000 (97.53%), error:       791.31061, best error:       788.77521 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 190.0331878662s, input_fired_time: 2.2386298180, output_fired_time: 2.1696164608, propagate_forward_time: 72.5975799561, propagate_backward_time: 109.2872009277, weight_update_time: 0.2145526707, other_time: 3.7401580811
epoch time: 15.6083841324s, input_fired_time: 0.2767616510, output_fired_time: 0.0000000000, propagate_forward_time: 14.6537437439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6778783798
validation[          , genome  6737] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       920.25598, best error:       788.77521 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 189.6656036377s, input_fired_time: 2.2294526100, output_fired_time: 2.1586844921, propagate_forward_time: 72.7959899902, propagate_backward_time: 108.7160797119, weight_update_time: 0.2148500830, other_time: 3.7653961182
epoch time: 15.3339538574s, input_fired_time: 0.2728847265, output_fired_time: 0.0000000000, propagate_forward_time: 14.3974800110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6635894775
validation[          , genome  6737] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       858.23639, best error:       788.77521 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 188.8872070313s, input_fired_time: 2.2461597919, output_fired_time: 2.1543426514, propagate_forward_time: 72.4277343750, propagate_backward_time: 108.2927780151, weight_update_time: 0.2151096761, other_time: 3.7661972046
epoch time: 14.9996929169s, input_fired_time: 0.2707174420, output_fired_time: 0.0000000000, propagate_forward_time: 14.0590915680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6698837280
validation[          , genome  6737] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       777.18115, best error:       777.18115 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 188.9528503418s, input_fired_time: 2.2427322865, output_fired_time: 2.2001743317, propagate_forward_time: 72.4320526123, propagate_backward_time: 108.3281555176, weight_update_time: 0.2138506919, other_time: 3.7497253418
epoch time: 15.5811109543s, input_fired_time: 0.2804213762, output_fired_time: 0.0000000000, propagate_forward_time: 14.6064558029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6942338943
validation[          , genome  6737] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       730.45154, best error:       730.45154 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 189.9927825928s, input_fired_time: 2.2382895947, output_fired_time: 2.1812505722, propagate_forward_time: 72.7836456299, propagate_backward_time: 108.9984359741, weight_update_time: 0.2140241861, other_time: 3.7911605835
epoch time: 15.3466434479s, input_fired_time: 0.2992071807, output_fired_time: 0.0000000000, propagate_forward_time: 14.3793296814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6681070328
validation[          , genome  6737] predictions:    9738/  10000 (97.38%), best:    9774/10000 (97.74%), error:       853.52917, best error:       730.45154 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 190.1847534180s, input_fired_time: 2.2432136536, output_fired_time: 2.2221233845, propagate_forward_time: 72.9416198730, propagate_backward_time: 109.0427932739, weight_update_time: 0.2156657130, other_time: 3.7350082397
epoch time: 15.3997831345s, input_fired_time: 0.2772162557, output_fired_time: 0.0000000000, propagate_forward_time: 14.4489889145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6735782623
validation[          , genome  6737] predictions:    9752/  10000 (97.52%), best:    9774/10000 (97.74%), error:       834.10382, best error:       730.45154 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 188.6916198730s, input_fired_time: 2.2328672409, output_fired_time: 2.1544153690, propagate_forward_time: 72.3223876953, propagate_backward_time: 108.2471847534, weight_update_time: 0.2131445855, other_time: 3.7347640991
epoch time: 15.6209259033s, input_fired_time: 0.2804305553, output_fired_time: 0.0000000000, propagate_forward_time: 14.6688165665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6716785431
validation[          , genome  6737] predictions:    9732/  10000 (97.32%), best:    9774/10000 (97.74%), error:       850.81720, best error:       730.45154 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 190.0710601807s, input_fired_time: 2.2294328213, output_fired_time: 2.1940727234, propagate_forward_time: 72.7674179077, propagate_backward_time: 109.0559463501, weight_update_time: 0.2144384235, other_time: 3.8241882324
epoch time: 15.6356973648s, input_fired_time: 0.2753812969, output_fired_time: 0.0000000000, propagate_forward_time: 14.6476631165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7126531601
validation[          , genome  6737] predictions:    9758/  10000 (97.58%), best:    9774/10000 (97.74%), error:       807.54688, best error:       730.45154 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 189.0507965088s, input_fired_time: 2.2147781849, output_fired_time: 2.1543240547, propagate_forward_time: 72.5001525879, propagate_backward_time: 108.4396896362, weight_update_time: 0.2290540934, other_time: 3.7418441772
epoch time: 15.4237470627s, input_fired_time: 0.2776842117, output_fired_time: 0.0000000000, propagate_forward_time: 14.4567127228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6893501282
validation[          , genome  6737] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       675.69971, best error:       675.69971 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 190.4213714600s, input_fired_time: 2.2513103485, output_fired_time: 2.1438107491, propagate_forward_time: 72.9249343872, propagate_backward_time: 109.3512191772, weight_update_time: 0.2148802727, other_time: 3.7500915527
epoch time: 15.6656284332s, input_fired_time: 0.2824898660, output_fired_time: 0.0000000000, propagate_forward_time: 14.6985101700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6846284866
validation[          , genome  6737] predictions:    9743/  10000 (97.43%), best:    9802/10000 (98.02%), error:       872.60101, best error:       675.69971 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 189.2534484863s, input_fired_time: 2.2317805290, output_fired_time: 2.2008321285, propagate_forward_time: 72.4801330566, propagate_backward_time: 108.5780410767, weight_update_time: 0.2153256834, other_time: 3.7626571655
epoch time: 15.5565061569s, input_fired_time: 0.2897413075, output_fired_time: 0.0000000000, propagate_forward_time: 14.5794048309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6873598099
validation[          , genome  6737] predictions:    9766/  10000 (97.66%), best:    9802/10000 (98.02%), error:       783.14478, best error:       675.69971 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 187.8705291748s, input_fired_time: 2.2121710777, output_fired_time: 2.1385018826, propagate_forward_time: 72.1901855469, propagate_backward_time: 107.5848999023, weight_update_time: 0.2130826861, other_time: 3.7447662354
epoch time: 15.6487569809s, input_fired_time: 0.2777036428, output_fired_time: 0.0000000000, propagate_forward_time: 14.7080802917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629734039
validation[          , genome  6737] predictions:    9745/  10000 (97.45%), best:    9802/10000 (98.02%), error:       836.50165, best error:       675.69971 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 189.0294342041s, input_fired_time: 2.2529358864, output_fired_time: 2.1419136524, propagate_forward_time: 72.5871505737, propagate_backward_time: 108.3318710327, weight_update_time: 0.2173502743, other_time: 3.7155761719
epoch time: 15.4615850449s, input_fired_time: 0.2785581946, output_fired_time: 0.0000000000, propagate_forward_time: 14.5109691620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6720581055
validation[          , genome  6737] predictions:    9768/  10000 (97.68%), best:    9802/10000 (98.02%), error:       795.50867, best error:       675.69971 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 189.4167480469s, input_fired_time: 2.2244617939, output_fired_time: 2.1447765827, propagate_forward_time: 72.7133178711, propagate_backward_time: 108.6116561890, weight_update_time: 0.2127713263, other_time: 3.7225418091
epoch time: 15.8209562302s, input_fired_time: 0.2770800591, output_fired_time: 0.0000000000, propagate_forward_time: 14.8384618759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7054147720
validation[          , genome  6737] predictions:    9764/  10000 (97.64%), best:    9802/10000 (98.02%), error:       798.34814, best error:       675.69971 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 187.9826202393s, input_fired_time: 2.3128175735, output_fired_time: 2.1526732445, propagate_forward_time: 72.0579910278, propagate_backward_time: 107.6766128540, weight_update_time: 0.2143728733, other_time: 3.7825164795
epoch time: 15.6263599396s, input_fired_time: 0.2770565450, output_fired_time: 0.0000000000, propagate_forward_time: 14.6486835480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7006196976
validation[          , genome  6737] predictions:    9730/  10000 (97.30%), best:    9802/10000 (98.02%), error:       896.24847, best error:       675.69971 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 189.1189575195s, input_fired_time: 2.2242267132, output_fired_time: 2.2068183422, propagate_forward_time: 72.4537582397, propagate_backward_time: 108.4758605957, weight_update_time: 0.2426622957, other_time: 3.7582931519
epoch time: 15.3238315582s, input_fired_time: 0.2790415287, output_fired_time: 0.0000000000, propagate_forward_time: 14.3746604919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6701297760
validation[          , genome  6737] predictions:    9779/  10000 (97.79%), best:    9802/10000 (98.02%), error:       761.40405, best error:       675.69971 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 189.1664886475s, input_fired_time: 2.2332725525, output_fired_time: 2.2176873684, propagate_forward_time: 72.5750656128, propagate_backward_time: 108.4134368896, weight_update_time: 0.2153339684, other_time: 3.7270278931
epoch time: 15.3523941040s, input_fired_time: 0.2769961357, output_fired_time: 0.0000000000, propagate_forward_time: 14.4034814835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6719160080
validation[          , genome  6737] predictions:    9746/  10000 (97.46%), best:    9802/10000 (98.02%), error:       831.87958, best error:       675.69971 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 189.3009948730s, input_fired_time: 2.2455520630, output_fired_time: 2.1454613209, propagate_forward_time: 72.7455596924, propagate_backward_time: 108.4231414795, weight_update_time: 0.2202941775, other_time: 3.7412872314
epoch time: 14.9248218536s, input_fired_time: 0.2729784250, output_fired_time: 0.0000000000, propagate_forward_time: 13.9856948853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661481857
validation[          , genome  6737] predictions:    9768/  10000 (97.68%), best:    9802/10000 (98.02%), error:       728.31744, best error:       675.69971 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 189.7132263184s, input_fired_time: 2.3182997704, output_fired_time: 2.1605145931, propagate_forward_time: 72.5404510498, propagate_backward_time: 108.9460754395, weight_update_time: 0.2128066719, other_time: 3.7478942871
epoch time: 15.7417087555s, input_fired_time: 0.2809318602, output_fired_time: 0.0000000000, propagate_forward_time: 14.7636175156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6971597672
validation[          , genome  6737] predictions:    9792/  10000 (97.92%), best:    9802/10000 (98.02%), error:       708.95020, best error:       675.69971 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 190.5508728027s, input_fired_time: 2.2433214188, output_fired_time: 2.1527972221, propagate_forward_time: 73.1671142578, propagate_backward_time: 109.2397079468, weight_update_time: 0.2170854509, other_time: 3.7479324341
epoch time: 15.4413309097s, input_fired_time: 0.2753608823, output_fired_time: 0.0000000000, propagate_forward_time: 14.4921693802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6738004684
validation[          , genome  6737] predictions:    9764/  10000 (97.64%), best:    9802/10000 (98.02%), error:       753.13403, best error:       675.69971 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 188.3169555664s, input_fired_time: 2.2222614288, output_fired_time: 2.1320347786, propagate_forward_time: 72.1861572266, propagate_backward_time: 107.9882049561, weight_update_time: 0.2207925618, other_time: 3.7882995605
epoch time: 15.6703720093s, input_fired_time: 0.2797429860, output_fired_time: 0.0000000000, propagate_forward_time: 14.6975059509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6931228638
validation[          , genome  6737] predictions:    9762/  10000 (97.62%), best:    9802/10000 (98.02%), error:       798.75494, best error:       675.69971 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 188.2489624023s, input_fired_time: 2.2497708797, output_fired_time: 2.1534578800, propagate_forward_time: 72.1541976929, propagate_backward_time: 107.9622955322, weight_update_time: 0.2164768279, other_time: 3.7292404175
epoch time: 15.4252977371s, input_fired_time: 0.2811878026, output_fired_time: 0.0000000000, propagate_forward_time: 14.4592370987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6848726273
validation[          , genome  6737] predictions:    9783/  10000 (97.83%), best:    9802/10000 (98.02%), error:       722.00726, best error:       675.69971 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 188.2683868408s, input_fired_time: 2.2194972038, output_fired_time: 2.1498599052, propagate_forward_time: 72.2684555054, propagate_backward_time: 107.8617630005, weight_update_time: 0.2137825638, other_time: 3.7688140869
epoch time: 15.4350690842s, input_fired_time: 0.2729251385, output_fired_time: 0.0000000000, propagate_forward_time: 14.4893398285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6728038788
validation[          , genome  6737] predictions:    9778/  10000 (97.78%), best:    9802/10000 (98.02%), error:       691.55981, best error:       675.69971 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 185.8636474609s, input_fired_time: 2.2044029236, output_fired_time: 2.1302456856, propagate_forward_time: 71.2227172852, propagate_backward_time: 106.5806121826, weight_update_time: 0.2402085215, other_time: 3.7256622314
epoch time: 14.5776920319s, input_fired_time: 0.2674769461, output_fired_time: 0.0000000000, propagate_forward_time: 13.6587076187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6515073776
validation[          , genome  6737] predictions:    9779/  10000 (97.79%), best:    9802/10000 (98.02%), error:       754.36261, best error:       675.69971 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 187.0370330811s, input_fired_time: 2.2444741726, output_fired_time: 2.1460683346, propagate_forward_time: 71.8087539673, propagate_backward_time: 107.1019439697, weight_update_time: 0.2157097012, other_time: 3.7357864380
epoch time: 15.2584810257s, input_fired_time: 0.2781988084, output_fired_time: 0.0000000000, propagate_forward_time: 14.3079748154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723070145
validation[          , genome  6737] predictions:    9774/  10000 (97.74%), best:    9802/10000 (98.02%), error:       739.37939, best error:       675.69971 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 190.1433410645s, input_fired_time: 2.2746665478, output_fired_time: 2.1728396416, propagate_forward_time: 72.9228591919, propagate_backward_time: 109.0199737549, weight_update_time: 0.2140805125, other_time: 3.7529983521
epoch time: 15.4948072433s, input_fired_time: 0.2781476080, output_fired_time: 0.0000000000, propagate_forward_time: 14.5270242691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6896352768
validation[          , genome  6737] predictions:    9774/  10000 (97.74%), best:    9802/10000 (98.02%), error:       789.17651, best error:       675.69971 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 188.5598907471s, input_fired_time: 2.2365071774, output_fired_time: 2.1588454247, propagate_forward_time: 72.2598495483, propagate_backward_time: 108.1581115723, weight_update_time: 0.2167000026, other_time: 3.7465744019
epoch time: 15.0161304474s, input_fired_time: 0.2799759507, output_fired_time: 0.0000000000, propagate_forward_time: 14.0850095749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6511449814
validation[          , genome  6737] predictions:    9745/  10000 (97.45%), best:    9802/10000 (98.02%), error:       800.63757, best error:       675.69971 on epoch:    31, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 187.9648437500s, input_fired_time: 2.2515783310, output_fired_time: 2.1679587364, propagate_forward_time: 72.1651000977, propagate_backward_time: 107.6233978271, weight_update_time: 0.2146933973, other_time: 3.7568206787
epoch time: 15.6530237198s, input_fired_time: 0.2800650299, output_fired_time: 0.0000000000, propagate_forward_time: 14.6886205673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6843385696
validation[          , genome  6737] predictions:    9754/  10000 (97.54%), best:    9802/10000 (98.02%), error:       808.73920, best error:       675.69971 on epoch:    31, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 188.6203765869s, input_fired_time: 2.2267751694, output_fired_time: 2.1395039558, propagate_forward_time: 72.3064804077, propagate_backward_time: 108.1973342896, weight_update_time: 0.2142838389, other_time: 3.7502746582
epoch time: 15.4378652573s, input_fired_time: 0.2801760733, output_fired_time: 0.0000000000, propagate_forward_time: 14.4797067642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6779823303
validation[          , genome  6737] predictions:    9782/  10000 (97.82%), best:    9802/10000 (98.02%), error:       736.10687, best error:       675.69971 on epoch:    31, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 189.3471069336s, input_fired_time: 2.2629446983, output_fired_time: 2.1643795967, propagate_forward_time: 72.6312332153, propagate_backward_time: 108.5066680908, weight_update_time: 0.2155869007, other_time: 3.7818832397
epoch time: 15.7324304581s, input_fired_time: 0.2850943804, output_fired_time: 0.0000000000, propagate_forward_time: 14.7750320435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723041534
validation[          , genome  6737] predictions:    9799/  10000 (97.99%), best:    9802/10000 (98.02%), error:       691.98975, best error:       675.69971 on epoch:    31, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 188.0697479248s, input_fired_time: 2.2262332439, output_fired_time: 2.1749284267, propagate_forward_time: 72.0769805908, propagate_backward_time: 107.8538436890, weight_update_time: 0.2139100432, other_time: 3.7377700806
epoch time: 15.0303525925s, input_fired_time: 0.2762665451, output_fired_time: 0.0000000000, propagate_forward_time: 14.0855665207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6685199738
validation[          , genome  6737] predictions:    9756/  10000 (97.56%), best:    9802/10000 (98.02%), error:       793.66809, best error:       675.69971 on epoch:    31, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 189.0083312988s, input_fired_time: 2.2439537048, output_fired_time: 2.1370012760, propagate_forward_time: 72.5545196533, propagate_backward_time: 108.3465118408, weight_update_time: 0.2155954987, other_time: 3.7263336182
epoch time: 15.2610397339s, input_fired_time: 0.2806348801, output_fired_time: 0.0000000000, propagate_forward_time: 14.3105754852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6698293686
validation[          , genome  6737] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       658.27991, best error:       658.27991 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 191.1718750000s, input_fired_time: 2.2371292114, output_fired_time: 2.1824538708, propagate_forward_time: 73.2252426147, propagate_backward_time: 109.7339096069, weight_update_time: 0.2309027612, other_time: 3.7931518555
epoch time: 15.3169422150s, input_fired_time: 0.2777922750, output_fired_time: 0.0000000000, propagate_forward_time: 14.3656091690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6735410690
validation[          , genome  6737] predictions:    9747/  10000 (97.47%), best:    9801/10000 (98.01%), error:       839.19794, best error:       658.27991 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 190.0681457520s, input_fired_time: 2.2537901402, output_fired_time: 2.1701178551, propagate_forward_time: 72.9616546631, propagate_backward_time: 108.9673843384, weight_update_time: 0.2147640288, other_time: 3.7152023315
epoch time: 15.5762119293s, input_fired_time: 0.2803450823, output_fired_time: 0.0000000000, propagate_forward_time: 14.6104736328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853933334
validation[          , genome  6737] predictions:    9802/  10000 (98.02%), best:    9801/10000 (98.01%), error:       664.16229, best error:       658.27991 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 188.0153198242s, input_fired_time: 2.2396767139, output_fired_time: 2.1923434734, propagate_forward_time: 71.9902420044, propagate_backward_time: 107.8820800781, weight_update_time: 0.2148464620, other_time: 3.7109909058
epoch time: 15.3030166626s, input_fired_time: 0.2833340466, output_fired_time: 0.0000000000, propagate_forward_time: 14.3473978043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6722850800
validation[          , genome  6737] predictions:    9764/  10000 (97.64%), best:    9801/10000 (98.01%), error:       748.74835, best error:       658.27991 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 191.1069335938s, input_fired_time: 2.2952744961, output_fired_time: 2.2163572311, propagate_forward_time: 73.1799011230, propagate_backward_time: 109.6583938599, weight_update_time: 0.2154004574, other_time: 3.7570114136
epoch time: 16.0304050446s, input_fired_time: 0.2878689468, output_fired_time: 0.0000000000, propagate_forward_time: 15.0520172119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6905193329
validation[          , genome  6737] predictions:    9774/  10000 (97.74%), best:    9801/10000 (98.01%), error:       771.06415, best error:       658.27991 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 188.2384796143s, input_fired_time: 2.2802248001, output_fired_time: 2.1437652111, propagate_forward_time: 72.2412185669, propagate_backward_time: 107.8242416382, weight_update_time: 0.2157107294, other_time: 3.7490234375
epoch time: 15.6077327728s, input_fired_time: 0.2855208516, output_fired_time: 0.0000000000, propagate_forward_time: 14.6491689682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6730432510
validation[          , genome  6737] predictions:    9771/  10000 (97.71%), best:    9801/10000 (98.01%), error:       726.58588, best error:       658.27991 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 189.7203063965s, input_fired_time: 2.2973353863, output_fired_time: 2.1908085346, propagate_forward_time: 72.8564910889, propagate_backward_time: 108.6534042358, weight_update_time: 0.2149959803, other_time: 3.7222671509
epoch time: 15.3047571182s, input_fired_time: 0.2823935449, output_fired_time: 0.0000000000, propagate_forward_time: 14.3343505859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6880130768
validation[          , genome  6737] predictions:    9731/  10000 (97.31%), best:    9801/10000 (98.01%), error:       856.42731, best error:       658.27991 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 189.0904998779s, input_fired_time: 2.2735054493, output_fired_time: 2.1300952435, propagate_forward_time: 72.6268386841, propagate_backward_time: 108.3120574951, weight_update_time: 0.2139612436, other_time: 3.7480087280
epoch time: 15.2953071594s, input_fired_time: 0.2968381941, output_fired_time: 0.0000000000, propagate_forward_time: 14.3291320801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6693372726
validation[          , genome  6737] predictions:    9785/  10000 (97.85%), best:    9801/10000 (98.01%), error:       722.59625, best error:       658.27991 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 188.8361968994s, input_fired_time: 2.2539451122, output_fired_time: 2.1932301521, propagate_forward_time: 72.3447494507, propagate_backward_time: 108.2645263672, weight_update_time: 0.2151930630, other_time: 3.7797317505
epoch time: 15.5322771072s, input_fired_time: 0.2805104554, output_fired_time: 0.0000000000, propagate_forward_time: 14.5758209229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6759452820
validation[          , genome  6737] predictions:    9766/  10000 (97.66%), best:    9801/10000 (98.01%), error:       771.77264, best error:       658.27991 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 188.1811981201s, input_fired_time: 2.2453446388, output_fired_time: 2.1908445358, propagate_forward_time: 72.0972366333, propagate_backward_time: 107.8868103027, weight_update_time: 0.2182877213, other_time: 3.7609634399
epoch time: 15.5411911011s, input_fired_time: 0.2780677378, output_fired_time: 0.0000000000, propagate_forward_time: 14.5515575409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7115659714
validation[          , genome  6737] predictions:    9764/  10000 (97.64%), best:    9801/10000 (98.01%), error:       738.40521, best error:       658.27991 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 188.8349914551s, input_fired_time: 2.2661578655, output_fired_time: 2.1677172184, propagate_forward_time: 72.4244461060, propagate_backward_time: 108.2370529175, weight_update_time: 0.2174629122, other_time: 3.7396087646
epoch time: 14.7749347687s, input_fired_time: 0.2773738801, output_fired_time: 0.0000000000, propagate_forward_time: 13.8430986404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6544618607
validation[          , genome  6737] predictions:    9791/  10000 (97.91%), best:    9801/10000 (98.01%), error:       730.32300, best error:       658.27991 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 188.4566192627s, input_fired_time: 2.2505838871, output_fired_time: 2.1669762135, propagate_forward_time: 72.3035736084, propagate_backward_time: 107.9952239990, weight_update_time: 0.2147799283, other_time: 3.7402648926
epoch time: 15.6270866394s, input_fired_time: 0.2815191448, output_fired_time: 0.0000000000, propagate_forward_time: 14.6318941116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7136735916
validation[          , genome  6737] predictions:    9781/  10000 (97.81%), best:    9801/10000 (98.01%), error:       701.74542, best error:       658.27991 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 190.5223999023s, input_fired_time: 2.3059675694, output_fired_time: 2.1378486156, propagate_forward_time: 73.1590118408, propagate_backward_time: 109.1128311157, weight_update_time: 0.2571259439, other_time: 3.8067398071
epoch time: 15.3511934280s, input_fired_time: 0.2785730064, output_fired_time: 0.0000000000, propagate_forward_time: 14.4060745239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6665458679
validation[          , genome  6737] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       653.21680, best error:       653.21680 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 188.8152008057s, input_fired_time: 2.2512257099, output_fired_time: 2.1648051739, propagate_forward_time: 72.4846878052, propagate_backward_time: 108.1298217773, weight_update_time: 0.2144752890, other_time: 3.7846603394
epoch time: 15.4255342484s, input_fired_time: 0.2816717625, output_fired_time: 0.0000000000, propagate_forward_time: 14.4689321518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6749305725
validation[          , genome  6737] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       779.07440, best error:       653.21680 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 188.3005065918s, input_fired_time: 2.2484712601, output_fired_time: 2.1469123363, propagate_forward_time: 72.4095993042, propagate_backward_time: 107.7494049072, weight_update_time: 0.2131614387, other_time: 3.7461166382
epoch time: 15.5028467178s, input_fired_time: 0.2827652991, output_fired_time: 0.0000000000, propagate_forward_time: 14.5362920761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837892532
validation[          , genome  6737] predictions:    9718/  10000 (97.18%), best:    9800/10000 (98.00%), error:       865.72028, best error:       653.21680 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 190.8705749512s, input_fired_time: 2.2913951874, output_fired_time: 2.1426668167, propagate_forward_time: 73.1390228271, propagate_backward_time: 109.5439376831, weight_update_time: 0.2140779942, other_time: 3.7535476685
epoch time: 15.1702585220s, input_fired_time: 0.2813813984, output_fired_time: 0.0000000000, propagate_forward_time: 14.2060346603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6828422546
validation[          , genome  6737] predictions:    9779/  10000 (97.79%), best:    9800/10000 (98.00%), error:       712.04681, best error:       653.21680 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 188.4969177246s, input_fired_time: 2.2642433643, output_fired_time: 2.1593174934, propagate_forward_time: 72.2994918823, propagate_backward_time: 108.0490875244, weight_update_time: 0.2192107588, other_time: 3.7247848511
epoch time: 15.4897823334s, input_fired_time: 0.2829700410, output_fired_time: 0.0000000000, propagate_forward_time: 14.5382366180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6685752869
validation[          , genome  6737] predictions:    9791/  10000 (97.91%), best:    9800/10000 (98.00%), error:       722.08997, best error:       653.21680 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 188.5850372314s, input_fired_time: 2.2435996532, output_fired_time: 2.1677463055, propagate_forward_time: 72.3874588013, propagate_backward_time: 108.0701904297, weight_update_time: 0.2135705948, other_time: 3.7160415649
epoch time: 15.0736198425s, input_fired_time: 0.2760975659, output_fired_time: 0.0000000000, propagate_forward_time: 14.1325540543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6649684906
validation[          , genome  6737] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       722.99115, best error:       653.21680 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 187.9718780518s, input_fired_time: 2.2703034878, output_fired_time: 2.1338615417, propagate_forward_time: 72.0126190186, propagate_backward_time: 107.7946319580, weight_update_time: 0.2175345719, other_time: 3.7604522705
epoch time: 15.4520540237s, input_fired_time: 0.2845628560, output_fired_time: 0.0000000000, propagate_forward_time: 14.4977540970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6697368622
validation[          , genome  6737] predictions:    9797/  10000 (97.97%), best:    9800/10000 (98.00%), error:       715.68616, best error:       653.21680 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 187.2969512939s, input_fired_time: 2.2371251583, output_fired_time: 2.1453347206, propagate_forward_time: 71.6201934814, propagate_backward_time: 107.5841827393, weight_update_time: 0.2177987546, other_time: 3.7101135254
epoch time: 15.5545778275s, input_fired_time: 0.2804265022, output_fired_time: 0.0000000000, propagate_forward_time: 14.5962686539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6778821945
validation[          , genome  6737] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       703.25909, best error:       653.21680 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 189.3580322266s, input_fired_time: 2.2611935139, output_fired_time: 2.1552040577, propagate_forward_time: 72.5447311401, propagate_backward_time: 108.5982971191, weight_update_time: 0.2199404538, other_time: 3.7986068726
epoch time: 15.6526184082s, input_fired_time: 0.2843341529, output_fired_time: 0.0000000000, propagate_forward_time: 14.6818304062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6864538193
validation[          , genome  6737] predictions:    9771/  10000 (97.71%), best:    9800/10000 (98.00%), error:       762.30939, best error:       653.21680 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 188.8471527100s, input_fired_time: 2.2600643635, output_fired_time: 2.1872167587, propagate_forward_time: 72.2461700439, propagate_backward_time: 108.3611526489, weight_update_time: 0.2147219926, other_time: 3.7925491333
epoch time: 15.4348421097s, input_fired_time: 0.2899573445, output_fired_time: 0.0000000000, propagate_forward_time: 14.4568319321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6880531311
validation[          , genome  6737] predictions:    9716/  10000 (97.16%), best:    9800/10000 (98.00%), error:       894.39819, best error:       653.21680 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 189.5675811768s, input_fired_time: 2.3261106014, output_fired_time: 2.1627585888, propagate_forward_time: 72.6456298828, propagate_backward_time: 108.6687622070, weight_update_time: 0.2153691947, other_time: 3.7643127441
epoch time: 16.0446872711s, input_fired_time: 0.3018239737, output_fired_time: 0.0000000000, propagate_forward_time: 15.0579786301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6848850250
validation[          , genome  6737] predictions:    9762/  10000 (97.62%), best:    9800/10000 (98.00%), error:       777.48083, best error:       653.21680 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 189.9897003174s, input_fired_time: 2.2651090622, output_fired_time: 2.1519267559, propagate_forward_time: 72.9949722290, propagate_backward_time: 108.7595443726, weight_update_time: 0.2194755375, other_time: 3.8181457520
epoch time: 15.4732265472s, input_fired_time: 0.2824524939, output_fired_time: 0.0000000000, propagate_forward_time: 14.4946212769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961526871
validation[          , genome  6737] predictions:    9823/  10000 (98.23%), best:    9800/10000 (98.00%), error:       660.82538, best error:       653.21680 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 189.2900238037s, input_fired_time: 2.2878828049, output_fired_time: 2.1619765759, propagate_forward_time: 72.5796508789, propagate_backward_time: 108.4298858643, weight_update_time: 0.2209993303, other_time: 3.8306274414
epoch time: 15.4739170074s, input_fired_time: 0.2848348022, output_fired_time: 0.0000000000, propagate_forward_time: 14.4904880524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6985940933
validation[          , genome  6737] predictions:    9810/  10000 (98.10%), best:    9800/10000 (98.00%), error:       706.03680, best error:       653.21680 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 188.9327850342s, input_fired_time: 2.2796566486, output_fired_time: 2.1717698574, propagate_forward_time: 72.5809936523, propagate_backward_time: 108.1359329224, weight_update_time: 0.2183367610, other_time: 3.7644271851
epoch time: 15.3377361298s, input_fired_time: 0.2858496904, output_fired_time: 0.0000000000, propagate_forward_time: 14.3586969376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6931896210
validation[          , genome  6737] predictions:    9789/  10000 (97.89%), best:    9800/10000 (98.00%), error:       740.19806, best error:       653.21680 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 189.3127441406s, input_fired_time: 2.3045258522, output_fired_time: 2.1374418736, propagate_forward_time: 72.5680236816, propagate_backward_time: 108.4480743408, weight_update_time: 0.2150291502, other_time: 3.8546905518
epoch time: 15.6061983109s, input_fired_time: 0.2924620509, output_fired_time: 0.0000000000, propagate_forward_time: 14.6080179214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7057180405
validation[          , genome  6737] predictions:    9755/  10000 (97.55%), best:    9800/10000 (98.00%), error:       786.36572, best error:       653.21680 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 189.3506011963s, input_fired_time: 2.2990894318, output_fired_time: 2.1794719696, propagate_forward_time: 72.5751495361, propagate_backward_time: 108.5135955811, weight_update_time: 0.2145469338, other_time: 3.7832946777
epoch time: 15.3819656372s, input_fired_time: 0.2820996940, output_fired_time: 0.0000000000, propagate_forward_time: 14.4202327728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6796331406
validation[          , genome  6737] predictions:    9790/  10000 (97.90%), best:    9800/10000 (98.00%), error:       710.59973, best error:       653.21680 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 189.4203033447s, input_fired_time: 2.3012955189, output_fired_time: 2.1878976822, propagate_forward_time: 72.6792373657, propagate_backward_time: 108.4134445190, weight_update_time: 0.2439860106, other_time: 3.8384246826
epoch time: 15.1716489792s, input_fired_time: 0.2796793878, output_fired_time: 0.0000000000, propagate_forward_time: 14.2156686783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6763010025
validation[          , genome  6737] predictions:    9726/  10000 (97.26%), best:    9800/10000 (98.00%), error:       857.55170, best error:       653.21680 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 190.4811096191s, input_fired_time: 2.2911095619, output_fired_time: 2.1570460796, propagate_forward_time: 72.9751815796, propagate_backward_time: 109.2649841309, weight_update_time: 0.2158838362, other_time: 3.7927932739
epoch time: 15.2577657700s, input_fired_time: 0.2864655256, output_fired_time: 0.0000000000, propagate_forward_time: 14.2961683273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6751317978
validation[          , genome  6737] predictions:    9777/  10000 (97.77%), best:    9800/10000 (98.00%), error:       713.14343, best error:       653.21680 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 187.8175506592s, input_fired_time: 2.2731370926, output_fired_time: 2.1481206417, propagate_forward_time: 71.9600753784, propagate_backward_time: 107.6506118774, weight_update_time: 0.2164121717, other_time: 3.7856140137
epoch time: 15.5373506546s, input_fired_time: 0.2998296916, output_fired_time: 0.0000000000, propagate_forward_time: 14.5378570557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6996641159
validation[          , genome  6737] predictions:    9750/  10000 (97.50%), best:    9800/10000 (98.00%), error:       862.09875, best error:       653.21680 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 186.5526123047s, input_fired_time: 2.2674052715, output_fired_time: 2.1373476982, propagate_forward_time: 71.5781707764, propagate_backward_time: 106.8480606079, weight_update_time: 0.2137953341, other_time: 3.7216262817
epoch time: 15.8220205307s, input_fired_time: 0.3158379495, output_fired_time: 0.0000000000, propagate_forward_time: 14.8069267273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6992559433
validation[          , genome  6737] predictions:    9763/  10000 (97.63%), best:    9800/10000 (98.00%), error:       783.45844, best error:       653.21680 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 187.8160705566s, input_fired_time: 2.2839119434, output_fired_time: 2.1588127613, propagate_forward_time: 72.0897369385, propagate_backward_time: 107.5328674316, weight_update_time: 0.2146155238, other_time: 3.7507476807
epoch time: 15.4034605026s, input_fired_time: 0.2834201753, output_fired_time: 0.0000000000, propagate_forward_time: 14.4304332733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6896066666
validation[          , genome  6737] predictions:    9787/  10000 (97.87%), best:    9800/10000 (98.00%), error:       698.28857, best error:       653.21680 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 188.8377685547s, input_fired_time: 2.2782325745, output_fired_time: 2.2165422440, propagate_forward_time: 72.4962081909, propagate_backward_time: 108.0472640991, weight_update_time: 0.2144732177, other_time: 3.7995300293
epoch time: 15.5736436844s, input_fired_time: 0.2846873403, output_fired_time: 0.0000000000, propagate_forward_time: 14.6066589355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6822977066
validation[          , genome  6737] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       734.16223, best error:       653.21680 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 188.8438110352s, input_fired_time: 2.2719509602, output_fired_time: 2.1685667038, propagate_forward_time: 72.3736877441, propagate_backward_time: 108.2598724365, weight_update_time: 0.2173747867, other_time: 3.7697296143
epoch time: 15.3780374527s, input_fired_time: 0.2866704166, output_fired_time: 0.0000000000, propagate_forward_time: 14.4072961807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6840705872
validation[          , genome  6737] predictions:    9770/  10000 (97.70%), best:    9800/10000 (98.00%), error:       784.32050, best error:       653.21680 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 187.0718383789s, input_fired_time: 2.2725441456, output_fired_time: 2.1567587852, propagate_forward_time: 71.6238479614, propagate_backward_time: 107.2647171021, weight_update_time: 0.2177280039, other_time: 3.7539825439
epoch time: 15.4489774704s, input_fired_time: 0.2839070857, output_fired_time: 0.0000000000, propagate_forward_time: 14.4744920731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6905784607
validation[          , genome  6737] predictions:    9728/  10000 (97.28%), best:    9800/10000 (98.00%), error:       906.99377, best error:       653.21680 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 189.0341033936s, input_fired_time: 2.2775657177, output_fired_time: 2.1336345673, propagate_forward_time: 72.7454452515, propagate_backward_time: 108.1302337646, weight_update_time: 0.2144727260, other_time: 3.7472152710
epoch time: 14.8815908432s, input_fired_time: 0.2805545330, output_fired_time: 0.0000000000, propagate_forward_time: 13.9393301010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6617059708
validation[          , genome  6737] predictions:    9785/  10000 (97.85%), best:    9800/10000 (98.00%), error:       745.33990, best error:       653.21680 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 188.0035552979s, input_fired_time: 2.2955906391, output_fired_time: 2.1494877338, propagate_forward_time: 71.9739913940, propagate_backward_time: 107.8522720337, weight_update_time: 0.2143088579, other_time: 3.7322082520
epoch time: 15.3637018204s, input_fired_time: 0.2880066335, output_fired_time: 0.0000000000, propagate_forward_time: 14.3970088959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786861420
validation[          , genome  6737] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       692.80383, best error:       653.21680 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 188.4165344238s, input_fired_time: 2.2686855793, output_fired_time: 2.2156245708, propagate_forward_time: 72.1184921265, propagate_backward_time: 108.0448379517, weight_update_time: 0.2147646695, other_time: 3.7688903809
epoch time: 15.8501272202s, input_fired_time: 0.3271895051, output_fired_time: 0.0000000000, propagate_forward_time: 14.8468666077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760711670
validation[          , genome  6737] predictions:    9791/  10000 (97.91%), best:    9800/10000 (98.00%), error:       704.95886, best error:       653.21680 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 190.1335144043s, input_fired_time: 2.2660620213, output_fired_time: 2.1817691326, propagate_forward_time: 72.7564544678, propagate_backward_time: 109.0964355469, weight_update_time: 0.2156097889, other_time: 3.8327941895
epoch time: 15.5435791016s, input_fired_time: 0.2957634926, output_fired_time: 0.0000000000, propagate_forward_time: 14.5504379272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973781586
validation[          , genome  6737] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       735.07861, best error:       653.21680 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 189.0639495850s, input_fired_time: 2.3029201031, output_fired_time: 2.1663241386, propagate_forward_time: 72.4784164429, propagate_backward_time: 108.3060226440, weight_update_time: 0.2552322447, other_time: 3.8102722168
epoch time: 15.6401233673s, input_fired_time: 0.2827996314, output_fired_time: 0.0000000000, propagate_forward_time: 14.6670389175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6902847290
validation[          , genome  6737] predictions:    9792/  10000 (97.92%), best:    9800/10000 (98.00%), error:       721.50970, best error:       653.21680 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 188.3223571777s, input_fired_time: 2.2738864422, output_fired_time: 2.2447371483, propagate_forward_time: 72.1344909668, propagate_backward_time: 107.8510284424, weight_update_time: 0.2207749933, other_time: 3.8182220459
epoch time: 15.6291522980s, input_fired_time: 0.2845445573, output_fired_time: 0.0000000000, propagate_forward_time: 14.6418600082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7027473450
validation[          , genome  6737] predictions:    9793/  10000 (97.93%), best:    9800/10000 (98.00%), error:       730.16113, best error:       653.21680 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 188.1577301025s, input_fired_time: 2.2676825523, output_fired_time: 2.1589310169, propagate_forward_time: 72.1431045532, propagate_backward_time: 107.7995681763, weight_update_time: 0.2155091017, other_time: 3.7884368896
epoch time: 15.3898754120s, input_fired_time: 0.2800706327, output_fired_time: 0.0000000000, propagate_forward_time: 14.4299621582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6798429489
validation[          , genome  6737] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       750.30286, best error:       653.21680 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 189.0510406494s, input_fired_time: 2.3542654514, output_fired_time: 2.1707262993, propagate_forward_time: 72.3820037842, propagate_backward_time: 108.3615112305, weight_update_time: 0.2152253091, other_time: 3.7825317383
epoch time: 15.3053636551s, input_fired_time: 0.2870195806, output_fired_time: 0.0000000000, propagate_forward_time: 14.3370733261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6812705994
validation[          , genome  6737] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       737.71735, best error:       653.21680 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 188.1261291504s, input_fired_time: 2.2894830704, output_fired_time: 2.1942186356, propagate_forward_time: 72.0965728760, propagate_backward_time: 107.8066558838, weight_update_time: 0.2138178498, other_time: 3.7391967773
epoch time: 15.6781406403s, input_fired_time: 0.3164912164, output_fired_time: 0.0000000000, propagate_forward_time: 14.6790628433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6825866699
validation[          , genome  6737] predictions:    9775/  10000 (97.75%), best:    9800/10000 (98.00%), error:       758.21240, best error:       653.21680 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 189.3113708496s, input_fired_time: 2.2804131508, output_fired_time: 2.2028834820, propagate_forward_time: 72.4552993774, propagate_backward_time: 108.5803680420, weight_update_time: 0.2144915760, other_time: 3.7924118042
epoch time: 15.4446010590s, input_fired_time: 0.2967234850, output_fired_time: 0.0000000000, propagate_forward_time: 14.4721984863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6756792068
validation[          , genome  6737] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       806.99738, best error:       653.21680 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 189.3919067383s, input_fired_time: 2.3088524342, output_fired_time: 2.1517887115, propagate_forward_time: 72.5885162354, propagate_backward_time: 108.5521316528, weight_update_time: 0.2138685137, other_time: 3.7906112671
epoch time: 15.3499383926s, input_fired_time: 0.2872053981, output_fired_time: 0.0000000000, propagate_forward_time: 14.3778972626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6848354340
validation[          , genome  6737] predictions:    9798/  10000 (97.98%), best:    9800/10000 (98.00%), error:       692.61737, best error:       653.21680 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: 77.4131240845s, input_fired_time: 1.4209110737, output_fired_time: 0.0000000000, propagate_forward_time: 72.4833526611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5088577271
best training[          , genome  6737] predictions:   49794/  50000 (99.59%), best:    9800/10000 (98.00%), error:       981.44604, best error:       653.21680 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: 15.5436544418s, input_fired_time: 0.2811105251, output_fired_time: 0.0000000000, propagate_forward_time: 14.5755405426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6870031357
   testing[          , genome  6737] predictions:    9821/  10000 (98.21%), best:    9800/10000 (98.00%), error:       596.32404, best error:       653.21680 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:12:40 (5092): called boinc_finish(0)

</stderr_txt>
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