Nameexact_genome_1512568488_43_6943_0
Workunit2605969
Created7 Dec 2017, 22:50:41 UTC
Sent7 Dec 2017, 22:57:41 UTC
Report deadline18 Dec 2017, 14:06:32 UTC
Received8 Dec 2017, 17:19:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time6 hours 40 min 11 sec
CPU time6 hours 35 min 21 sec
Validate stateValid
Credit2,657.79
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.61 MB
Peak swap size155.00 MB
Peak disk usage2.14 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
887.96436 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 216.8681335449s, input_fired_time: 2.0859429836, output_fired_time: 2.0648550987, propagate_forward_time: 80.9599838257, propagate_backward_time: 127.7471160889, weight_update_time: 0.2489916682, other_time: 4.0102386475
epoch time: 16.5958633423s, input_fired_time: 0.2508496940, output_fired_time: 0.0000000000, propagate_forward_time: 15.6463127136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6987018585
validation[          , genome  6943] predictions:    9717/  10000 (97.17%), best:    9731/10000 (97.31%), error:       934.99725, best error:       887.96436 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 216.6089782715s, input_fired_time: 2.0810151100, output_fired_time: 2.0578596592, propagate_forward_time: 80.8675155640, propagate_backward_time: 127.5483779907, weight_update_time: 0.2510595024, other_time: 4.0542221069
epoch time: 17.5949363708s, input_fired_time: 0.2596381605, output_fired_time: 0.0000000000, propagate_forward_time: 16.6255817413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7097167969
validation[          , genome  6943] predictions:    9702/  10000 (97.02%), best:    9731/10000 (97.31%), error:       931.94476, best error:       887.96436 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 217.6827697754s, input_fired_time: 2.0917575359, output_fired_time: 2.0947492123, propagate_forward_time: 81.1163024902, propagate_backward_time: 128.3141021729, weight_update_time: 0.2497346699, other_time: 4.0658721924
epoch time: 16.9086322784s, input_fired_time: 0.2564633787, output_fired_time: 0.0000000000, propagate_forward_time: 15.9182062149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7339620590
validation[          , genome  6943] predictions:    9674/  10000 (96.74%), best:    9731/10000 (97.31%), error:      1031.29346, best error:       887.96436 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 217.6647033691s, input_fired_time: 2.0894348621, output_fired_time: 2.0794105530, propagate_forward_time: 81.0927352905, propagate_backward_time: 128.3364715576, weight_update_time: 0.2495579720, other_time: 4.0666656494
epoch time: 17.1083278656s, input_fired_time: 0.2578732669, output_fired_time: 0.0000000000, propagate_forward_time: 16.1456089020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7048454285
validation[          , genome  6943] predictions:    9670/  10000 (96.70%), best:    9731/10000 (97.31%), error:      1071.50513, best error:       887.96436 on epoch:     8, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 218.1356048584s, input_fired_time: 2.0943353176, output_fired_time: 2.0858371258, propagate_forward_time: 81.6060256958, propagate_backward_time: 128.3611145020, weight_update_time: 0.2514665425, other_time: 3.9883117676
epoch time: 17.4070625305s, input_fired_time: 0.2602449954, output_fired_time: 0.0000000000, propagate_forward_time: 16.4399566650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7068614960
validation[          , genome  6943] predictions:    9696/  10000 (96.96%), best:    9731/10000 (97.31%), error:      1022.89661, best error:       887.96436 on epoch:     8, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 217.0076599121s, input_fired_time: 2.0825345516, output_fired_time: 2.0572702885, propagate_forward_time: 80.8439102173, propagate_backward_time: 128.0163116455, weight_update_time: 0.2500500679, other_time: 4.0076446533
epoch time: 16.5939788818s, input_fired_time: 0.2556739450, output_fired_time: 0.0000000000, propagate_forward_time: 15.6240901947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7142143250
validation[          , genome  6943] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       768.73877, best error:       768.73877 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 216.0121612549s, input_fired_time: 2.0911889076, output_fired_time: 2.0626111031, propagate_forward_time: 80.6701965332, propagate_backward_time: 127.2056884766, weight_update_time: 0.2479913384, other_time: 3.9824829102
epoch time: 17.8767585754s, input_fired_time: 0.2625978887, output_fired_time: 0.0000000000, propagate_forward_time: 16.9005622864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7135982513
validation[          , genome  6943] predictions:    9715/  10000 (97.15%), best:    9754/10000 (97.54%), error:       926.14868, best error:       768.73877 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 216.8468017578s, input_fired_time: 2.0885102749, output_fired_time: 2.0708713531, propagate_forward_time: 81.1657257080, propagate_backward_time: 127.4895324707, weight_update_time: 0.2484573424, other_time: 4.0321502686
epoch time: 17.6923065186s, input_fired_time: 0.2633390129, output_fired_time: 0.0000000000, propagate_forward_time: 16.7132282257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7157402039
validation[          , genome  6943] predictions:    9749/  10000 (97.49%), best:    9754/10000 (97.54%), error:       832.12317, best error:       768.73877 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 218.4381713867s, input_fired_time: 2.1016674042, output_fired_time: 2.0752840042, propagate_forward_time: 81.7623901367, propagate_backward_time: 128.5015106201, weight_update_time: 0.2533226013, other_time: 3.9973144531
epoch time: 17.1217060089s, input_fired_time: 0.2583394051, output_fired_time: 0.0000000000, propagate_forward_time: 16.1582469940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7051200867
validation[          , genome  6943] predictions:    9721/  10000 (97.21%), best:    9754/10000 (97.54%), error:       929.79816, best error:       768.73877 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 214.4882965088s, input_fired_time: 2.0777261257, output_fired_time: 2.0439031124, propagate_forward_time: 80.0647888184, propagate_backward_time: 126.2776412964, weight_update_time: 0.2494707555, other_time: 4.0242385864
epoch time: 17.5572776794s, input_fired_time: 0.2613841891, output_fired_time: 0.0000000000, propagate_forward_time: 16.5510101318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7448825836
validation[          , genome  6943] predictions:    9726/  10000 (97.26%), best:    9754/10000 (97.54%), error:       852.91119, best error:       768.73877 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 217.7170410156s, input_fired_time: 2.0815920830, output_fired_time: 2.0718417168, propagate_forward_time: 80.8149642944, propagate_backward_time: 128.7372589111, weight_update_time: 0.2515559494, other_time: 4.0113983154
epoch time: 17.4333744049s, input_fired_time: 0.2581523955, output_fired_time: 0.0000000000, propagate_forward_time: 16.4555816650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7196407318
validation[          , genome  6943] predictions:    9765/  10000 (97.65%), best:    9754/10000 (97.54%), error:       808.04297, best error:       768.73877 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 216.8524475098s, input_fired_time: 2.0937905312, output_fired_time: 2.0701434612, propagate_forward_time: 81.1375350952, propagate_backward_time: 127.5554122925, weight_update_time: 0.2506501079, other_time: 3.9955520630
epoch time: 17.4858379364s, input_fired_time: 0.2628422379, output_fired_time: 0.0000000000, propagate_forward_time: 16.4919319153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7310638428
validation[          , genome  6943] predictions:    9749/  10000 (97.49%), best:    9754/10000 (97.54%), error:       848.21704, best error:       768.73877 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 217.6299743652s, input_fired_time: 2.0975985527, output_fired_time: 2.0705223083, propagate_forward_time: 81.1597824097, propagate_backward_time: 128.3144378662, weight_update_time: 0.2505083978, other_time: 3.9876251221
epoch time: 16.2727203369s, input_fired_time: 0.2521634996, output_fired_time: 0.0000000000, propagate_forward_time: 15.2955780029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7249794006
validation[          , genome  6943] predictions:    9710/  10000 (97.10%), best:    9754/10000 (97.54%), error:       936.47333, best error:       768.73877 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 216.7928619385s, input_fired_time: 2.0986974239, output_fired_time: 2.0843803883, propagate_forward_time: 81.0116806030, propagate_backward_time: 127.6062164307, weight_update_time: 0.2502791882, other_time: 3.9918975830
epoch time: 16.9906673431s, input_fired_time: 0.2582592964, output_fired_time: 0.0000000000, propagate_forward_time: 15.9987564087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7336521149
validation[          , genome  6943] predictions:    9725/  10000 (97.25%), best:    9754/10000 (97.54%), error:       904.04968, best error:       768.73877 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 215.4254150391s, input_fired_time: 2.0874171257, output_fired_time: 2.0443873405, propagate_forward_time: 80.3478317261, propagate_backward_time: 126.9856643677, weight_update_time: 0.2480166107, other_time: 3.9601058960
epoch time: 17.1060676575s, input_fired_time: 0.2617831528, output_fired_time: 0.0000000000, propagate_forward_time: 16.1042671204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400169373
validation[          , genome  6943] predictions:    9723/  10000 (97.23%), best:    9754/10000 (97.54%), error:       887.54156, best error:       768.73877 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 217.2726745605s, input_fired_time: 2.0984046459, output_fired_time: 2.0667524338, propagate_forward_time: 81.1308364868, propagate_backward_time: 127.9677429199, weight_update_time: 0.2503996789, other_time: 4.0089416504
epoch time: 16.8947792053s, input_fired_time: 0.2566916943, output_fired_time: 0.0000000000, propagate_forward_time: 15.9229431152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7151451111
validation[          , genome  6943] predictions:    9733/  10000 (97.33%), best:    9754/10000 (97.54%), error:       881.32208, best error:       768.73877 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 216.7348632813s, input_fired_time: 2.0909986496, output_fired_time: 2.0724215508, propagate_forward_time: 80.6462631226, propagate_backward_time: 127.9015121460, weight_update_time: 0.2484272122, other_time: 4.0236587524
epoch time: 17.4655323029s, input_fired_time: 0.2624575794, output_fired_time: 0.0000000000, propagate_forward_time: 16.4917049408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7113704681
validation[          , genome  6943] predictions:    9744/  10000 (97.44%), best:    9754/10000 (97.54%), error:       821.31744, best error:       768.73877 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 214.6847839355s, input_fired_time: 2.0824191570, output_fired_time: 2.0362310410, propagate_forward_time: 80.3708801270, propagate_backward_time: 126.2292938232, weight_update_time: 0.2471091896, other_time: 3.9659729004
epoch time: 17.5403308868s, input_fired_time: 0.2651800811, output_fired_time: 0.0000000000, propagate_forward_time: 16.5371437073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7380065918
validation[          , genome  6943] predictions:    9761/  10000 (97.61%), best:    9754/10000 (97.54%), error:       795.41718, best error:       768.73877 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 217.8448181152s, input_fired_time: 2.1011903286, output_fired_time: 2.0742390156, propagate_forward_time: 81.3728637695, propagate_backward_time: 128.3292999268, weight_update_time: 0.2523119450, other_time: 3.9672241211
epoch time: 17.6050910950s, input_fired_time: 0.2623845041, output_fired_time: 0.0000000000, propagate_forward_time: 16.6159152985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7267913818
validation[          , genome  6943] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       834.46942, best error:       768.73877 on epoch:    20, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 215.3217163086s, input_fired_time: 2.0881490707, output_fired_time: 2.0412034988, propagate_forward_time: 80.2642440796, propagate_backward_time: 126.8645553589, weight_update_time: 0.2480626702, other_time: 4.0635757446
epoch time: 15.8989439011s, input_fired_time: 0.2484838068, output_fired_time: 0.0000000000, propagate_forward_time: 14.9589872360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6914730072
validation[          , genome  6943] predictions:    9732/  10000 (97.32%), best:    9754/10000 (97.54%), error:       840.14630, best error:       768.73877 on epoch:    20, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 218.7714080811s, input_fired_time: 2.1075932980, output_fired_time: 2.0890498161, propagate_forward_time: 81.6258544922, propagate_backward_time: 128.9371032715, weight_update_time: 0.2525157630, other_time: 4.0118103027
epoch time: 17.2044811249s, input_fired_time: 0.2604933083, output_fired_time: 0.0000000000, propagate_forward_time: 16.2470531464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6969337463
validation[          , genome  6943] predictions:    9733/  10000 (97.33%), best:    9754/10000 (97.54%), error:       873.81769, best error:       768.73877 on epoch:    20, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 217.4439697266s, input_fired_time: 2.0940301418, output_fired_time: 2.0677731037, propagate_forward_time: 81.1435012817, propagate_backward_time: 128.1455841064, weight_update_time: 0.2507678568, other_time: 3.9930877686
epoch time: 17.2364196777s, input_fired_time: 0.2609505951, output_fired_time: 0.0000000000, propagate_forward_time: 16.2628898621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7125797272
validation[          , genome  6943] predictions:    9745/  10000 (97.45%), best:    9754/10000 (97.54%), error:       828.53674, best error:       768.73877 on epoch:    20, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 216.1935577393s, input_fired_time: 2.0940146446, output_fired_time: 2.0670819283, propagate_forward_time: 80.4873809814, propagate_backward_time: 127.4333190918, weight_update_time: 0.2500592768, other_time: 4.1117706299
epoch time: 16.5682773590s, input_fired_time: 0.2546834350, output_fired_time: 0.0000000000, propagate_forward_time: 15.5972375870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7163572311
validation[          , genome  6943] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       842.66937, best error:       768.73877 on epoch:    20, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 217.2025756836s, input_fired_time: 2.1002976894, output_fired_time: 2.0632891655, propagate_forward_time: 81.0356979370, propagate_backward_time: 128.0035400391, weight_update_time: 0.2498559803, other_time: 3.9997558594
epoch time: 16.7849140167s, input_fired_time: 0.2584387064, output_fired_time: 0.0000000000, propagate_forward_time: 15.8025493622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7239265442
validation[          , genome  6943] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       746.31921, best error:       746.31921 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 213.9578552246s, input_fired_time: 2.0774228573, output_fired_time: 2.0343215466, propagate_forward_time: 79.5333862305, propagate_backward_time: 126.2779388428, weight_update_time: 0.2486238629, other_time: 4.0347900391
epoch time: 17.4538383484s, input_fired_time: 0.2619882822, output_fired_time: 0.0000000000, propagate_forward_time: 16.4915962219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7002544403
validation[          , genome  6943] predictions:    9721/  10000 (97.21%), best:    9782/10000 (97.82%), error:       893.17255, best error:       746.31921 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 217.0345153809s, input_fired_time: 2.1015074253, output_fired_time: 2.0787129402, propagate_forward_time: 81.0173339844, propagate_backward_time: 127.8567886353, weight_update_time: 0.2500141561, other_time: 3.9801712036
epoch time: 17.3225402832s, input_fired_time: 0.2607800364, output_fired_time: 0.0000000000, propagate_forward_time: 16.3416042328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7201557159
validation[          , genome  6943] predictions:    9737/  10000 (97.37%), best:    9782/10000 (97.82%), error:       865.31232, best error:       746.31921 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 219.5446166992s, input_fired_time: 2.1078524590, output_fired_time: 2.0826752186, propagate_forward_time: 82.0416793823, propagate_backward_time: 129.2943267822, weight_update_time: 0.2513592243, other_time: 4.0180816650
epoch time: 17.6207332611s, input_fired_time: 0.2628035545, output_fired_time: 0.0000000000, propagate_forward_time: 16.6600494385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6978797913
validation[          , genome  6943] predictions:    9738/  10000 (97.38%), best:    9782/10000 (97.82%), error:       838.85858, best error:       746.31921 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 217.7164306641s, input_fired_time: 2.1038312912, output_fired_time: 2.0742633343, propagate_forward_time: 81.0122680664, propagate_backward_time: 128.4833984375, weight_update_time: 0.2524263263, other_time: 4.0426635742
epoch time: 17.6378784180s, input_fired_time: 0.2671955526, output_fired_time: 0.0000000000, propagate_forward_time: 16.6220092773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7486743927
validation[          , genome  6943] predictions:    9743/  10000 (97.43%), best:    9782/10000 (97.82%), error:       810.47119, best error:       746.31921 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 219.5482635498s, input_fired_time: 2.1162641048, output_fired_time: 2.0882856846, propagate_forward_time: 82.2378234863, propagate_backward_time: 129.1232147217, weight_update_time: 0.2512786090, other_time: 3.9826812744
epoch time: 17.5173835754s, input_fired_time: 0.2666310370, output_fired_time: 0.0000000000, propagate_forward_time: 16.5168895721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7338638306
validation[          , genome  6943] predictions:    9768/  10000 (97.68%), best:    9782/10000 (97.82%), error:       764.49823, best error:       746.31921 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 217.6544342041s, input_fired_time: 2.1064200401, output_fired_time: 2.0805964470, propagate_forward_time: 81.2468948364, propagate_backward_time: 128.2728881836, weight_update_time: 0.2500488460, other_time: 3.9476318359
epoch time: 15.1043539047s, input_fired_time: 0.2423083186, output_fired_time: 0.0000000000, propagate_forward_time: 14.1767740250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852712631
validation[          , genome  6943] predictions:    9765/  10000 (97.65%), best:    9782/10000 (97.82%), error:       790.09949, best error:       746.31921 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 215.5148925781s, input_fired_time: 2.1014897823, output_fired_time: 2.0628499985, propagate_forward_time: 80.6738967896, propagate_backward_time: 126.6427688599, weight_update_time: 0.2479130179, other_time: 4.0338973999
epoch time: 17.4441871643s, input_fired_time: 0.2673509419, output_fired_time: 0.0000000000, propagate_forward_time: 16.4599933624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7168426514
validation[          , genome  6943] predictions:    9761/  10000 (97.61%), best:    9782/10000 (97.82%), error:       757.51428, best error:       746.31921 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 217.0556182861s, input_fired_time: 2.1032326221, output_fired_time: 2.0651872158, propagate_forward_time: 80.8147964478, propagate_backward_time: 128.0550689697, weight_update_time: 0.2508446872, other_time: 4.0173492432
epoch time: 17.5607929230s, input_fired_time: 0.2656831741, output_fired_time: 0.0000000000, propagate_forward_time: 16.5822544098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128543854
validation[          , genome  6943] predictions:    9741/  10000 (97.41%), best:    9782/10000 (97.82%), error:       812.96765, best error:       746.31921 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 216.2391510010s, input_fired_time: 2.1038122177, output_fired_time: 2.0550916195, propagate_forward_time: 80.8563003540, propagate_backward_time: 127.2793197632, weight_update_time: 0.2488510758, other_time: 3.9446487427
epoch time: 17.6327342987s, input_fired_time: 0.2654008865, output_fired_time: 0.0000000000, propagate_forward_time: 16.6567153931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7106170654
validation[          , genome  6943] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       734.44141, best error:       734.44141 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 217.8328399658s, input_fired_time: 2.1146552563, output_fired_time: 2.0750186443, propagate_forward_time: 81.3211288452, propagate_backward_time: 128.2816925049, weight_update_time: 0.2515491843, other_time: 4.0403594971
epoch time: 16.8715438843s, input_fired_time: 0.2576364279, output_fired_time: 0.0000000000, propagate_forward_time: 15.9096717834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7042350769
validation[          , genome  6943] predictions:    9758/  10000 (97.58%), best:    9778/10000 (97.78%), error:       799.85620, best error:       734.44141 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 216.4372253418s, input_fired_time: 2.1140666008, output_fired_time: 2.0681324005, propagate_forward_time: 81.0634002686, propagate_backward_time: 127.2066345215, weight_update_time: 0.2506056130, other_time: 3.9850006104
epoch time: 17.5009059906s, input_fired_time: 0.2665851116, output_fired_time: 0.0000000000, propagate_forward_time: 16.5013923645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7329292297
validation[          , genome  6943] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       763.34937, best error:       734.44141 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 216.2391662598s, input_fired_time: 2.1074123383, output_fired_time: 2.0663993359, propagate_forward_time: 80.6891250610, propagate_backward_time: 127.2928924561, weight_update_time: 0.2503385246, other_time: 4.0833282471
epoch time: 17.2793750763s, input_fired_time: 0.2647473216, output_fired_time: 0.0000000000, propagate_forward_time: 16.2547740936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7598533630
validation[          , genome  6943] predictions:    9759/  10000 (97.59%), best:    9778/10000 (97.78%), error:       820.77094, best error:       734.44141 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 217.6196899414s, input_fired_time: 2.1169083118, output_fired_time: 2.0595381260, propagate_forward_time: 81.4665985107, propagate_backward_time: 127.9824676514, weight_update_time: 0.2495932728, other_time: 3.9941711426
epoch time: 17.0919075012s, input_fired_time: 0.2604319155, output_fired_time: 0.0000000000, propagate_forward_time: 16.1316547394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6998214722
validation[          , genome  6943] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       781.61292, best error:       734.44141 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 214.7400665283s, input_fired_time: 2.1026036739, output_fired_time: 2.0495033264, propagate_forward_time: 79.9911041260, propagate_backward_time: 126.5592727661, weight_update_time: 0.2477427721, other_time: 4.0375900269
epoch time: 17.4048309326s, input_fired_time: 0.2672835886, output_fired_time: 0.0000000000, propagate_forward_time: 16.4039802551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7335662842
validation[          , genome  6943] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       723.81696, best error:       723.81696 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 217.8887634277s, input_fired_time: 2.1157920361, output_fired_time: 2.1186363697, propagate_forward_time: 81.3961944580, propagate_backward_time: 128.2406616211, weight_update_time: 0.2517150939, other_time: 4.0174713135
epoch time: 16.9722938538s, input_fired_time: 0.2636004388, output_fired_time: 0.0000000000, propagate_forward_time: 16.0065269470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7021656036
validation[          , genome  6943] predictions:    9738/  10000 (97.38%), best:    9770/10000 (97.70%), error:       839.66388, best error:       723.81696 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 216.4511871338s, input_fired_time: 2.1079704762, output_fired_time: 2.0578503609, propagate_forward_time: 80.9773101807, propagate_backward_time: 127.3364791870, weight_update_time: 0.2493708879, other_time: 3.9715805054
epoch time: 17.2471408844s, input_fired_time: 0.2652107775, output_fired_time: 0.0000000000, propagate_forward_time: 16.2559070587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7260227203
validation[          , genome  6943] predictions:    9729/  10000 (97.29%), best:    9770/10000 (97.70%), error:       804.62683, best error:       723.81696 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 217.4007568359s, input_fired_time: 2.1170628071, output_fired_time: 2.0737473965, propagate_forward_time: 81.0451889038, propagate_backward_time: 128.0645751953, weight_update_time: 0.2508941889, other_time: 4.1001892090
epoch time: 17.7188758850s, input_fired_time: 0.2679598927, output_fired_time: 0.0000000000, propagate_forward_time: 16.7397918701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7111244202
validation[          , genome  6943] predictions:    9719/  10000 (97.19%), best:    9770/10000 (97.70%), error:       932.39044, best error:       723.81696 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 218.6113281250s, input_fired_time: 2.1187493801, output_fired_time: 2.0905318260, propagate_forward_time: 81.6056518555, propagate_backward_time: 128.7830963135, weight_update_time: 0.2512892485, other_time: 4.0133056641
epoch time: 17.6405696869s, input_fired_time: 0.2682083845, output_fired_time: 0.0000000000, propagate_forward_time: 16.6503906250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7219715118
validation[          , genome  6943] predictions:    9746/  10000 (97.46%), best:    9770/10000 (97.70%), error:       822.36676, best error:       723.81696 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 216.1983947754s, input_fired_time: 2.1081733704, output_fired_time: 2.0564696789, propagate_forward_time: 80.6511459351, propagate_backward_time: 127.3226242065, weight_update_time: 0.2487120479, other_time: 4.0599746704
epoch time: 16.4243087769s, input_fired_time: 0.2583203018, output_fired_time: 0.0000000000, propagate_forward_time: 15.4583129883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7076759338
validation[          , genome  6943] predictions:    9782/  10000 (97.82%), best:    9770/10000 (97.70%), error:       724.92133, best error:       723.81696 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 217.6498413086s, input_fired_time: 2.1213920116, output_fired_time: 2.0749759674, propagate_forward_time: 81.4593429565, propagate_backward_time: 127.9750900269, weight_update_time: 0.2521775663, other_time: 4.0190200806
epoch time: 17.4870891571s, input_fired_time: 0.2654836476, output_fired_time: 0.0000000000, propagate_forward_time: 16.5094814301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7121238708
validation[          , genome  6943] predictions:    9738/  10000 (97.38%), best:    9770/10000 (97.70%), error:       833.17035, best error:       723.81696 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 217.1705017090s, input_fired_time: 2.1194331646, output_fired_time: 2.0751731396, propagate_forward_time: 81.1459350586, propagate_backward_time: 127.7487335205, weight_update_time: 0.2491989583, other_time: 4.0812225342
epoch time: 17.1038303375s, input_fired_time: 0.2651805878, output_fired_time: 0.0000000000, propagate_forward_time: 15.9957361221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8429136276
validation[          , genome  6943] predictions:    9764/  10000 (97.64%), best:    9770/10000 (97.70%), error:       759.79333, best error:       723.81696 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 216.7909393311s, input_fired_time: 2.1270246506, output_fired_time: 2.0480294228, propagate_forward_time: 80.8905334473, propagate_backward_time: 127.6555480957, weight_update_time: 0.2507497668, other_time: 4.0697937012
epoch time: 17.2515716553s, input_fired_time: 0.2662943602, output_fired_time: 0.0000000000, propagate_forward_time: 16.2670097351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7182674408
validation[          , genome  6943] predictions:    9769/  10000 (97.69%), best:    9770/10000 (97.70%), error:       755.28461, best error:       723.81696 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 218.0009155273s, input_fired_time: 2.1222381592, output_fired_time: 2.0845026970, propagate_forward_time: 81.3145980835, propagate_backward_time: 128.3744354248, weight_update_time: 0.2507854402, other_time: 4.1051483154
epoch time: 17.7548675537s, input_fired_time: 0.2689117491, output_fired_time: 0.0000000000, propagate_forward_time: 16.7642917633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7216644287
validation[          , genome  6943] predictions:    9767/  10000 (97.67%), best:    9770/10000 (97.70%), error:       734.69666, best error:       723.81696 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 217.1041107178s, input_fired_time: 2.1151323318, output_fired_time: 2.0763697624, propagate_forward_time: 81.1079940796, propagate_backward_time: 127.8382492065, weight_update_time: 0.2491580397, other_time: 3.9663772583
epoch time: 17.0222835541s, input_fired_time: 0.2655776143, output_fired_time: 0.0000000000, propagate_forward_time: 16.0092144012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7474918365
validation[          , genome  6943] predictions:    9757/  10000 (97.57%), best:    9770/10000 (97.70%), error:       803.91602, best error:       723.81696 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 217.8685150146s, input_fired_time: 2.1250877380, output_fired_time: 2.0774500370, propagate_forward_time: 81.4526977539, propagate_backward_time: 128.2356872559, weight_update_time: 0.2489359379, other_time: 3.9775848389
epoch time: 17.4488334656s, input_fired_time: 0.2656010687, output_fired_time: 0.0000000000, propagate_forward_time: 16.4339218140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7493114471
validation[          , genome  6943] predictions:    9748/  10000 (97.48%), best:    9770/10000 (97.70%), error:       755.87384, best error:       723.81696 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 219.0399322510s, input_fired_time: 2.1340749264, output_fired_time: 2.0817797184, propagate_forward_time: 81.8207931519, propagate_backward_time: 128.9969024658, weight_update_time: 0.2512150109, other_time: 4.0063629150
epoch time: 17.5802688599s, input_fired_time: 0.2727001309, output_fired_time: 0.0000000000, propagate_forward_time: 16.5867938995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7207756042
validation[          , genome  6943] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       769.65118, best error:       723.81696 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 216.1971435547s, input_fired_time: 2.1230516434, output_fired_time: 2.0732519627, propagate_forward_time: 81.0582580566, propagate_backward_time: 126.9012222290, weight_update_time: 0.2473229766, other_time: 4.0413589478
epoch time: 17.5523471832s, input_fired_time: 0.2683654726, output_fired_time: 0.0000000000, propagate_forward_time: 16.5501537323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7338275909
validation[          , genome  6943] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       789.51080, best error:       723.81696 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 218.1340179443s, input_fired_time: 2.1235036850, output_fired_time: 2.0697755814, propagate_forward_time: 81.2090911865, propagate_backward_time: 128.6705474854, weight_update_time: 0.2492346615, other_time: 4.0610961914
epoch time: 17.2300815582s, input_fired_time: 0.2671994269, output_fired_time: 0.0000000000, propagate_forward_time: 16.2075328827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7553501129
validation[          , genome  6943] predictions:    9735/  10000 (97.35%), best:    9770/10000 (97.70%), error:       767.48083, best error:       723.81696 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 215.4214477539s, input_fired_time: 2.1136445999, output_fired_time: 2.0460410118, propagate_forward_time: 80.5332794189, propagate_backward_time: 126.6900863647, weight_update_time: 0.2494226396, other_time: 4.0383987427
epoch time: 17.7772026062s, input_fired_time: 0.2738264203, output_fired_time: 0.0000000000, propagate_forward_time: 16.7761859894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7271900177
validation[          , genome  6943] predictions:    9729/  10000 (97.29%), best:    9770/10000 (97.70%), error:       863.10449, best error:       723.81696 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 215.1141967773s, input_fired_time: 2.1165142059, output_fired_time: 2.0636970997, propagate_forward_time: 80.0220108032, propagate_backward_time: 126.8580474854, weight_update_time: 0.2497698963, other_time: 4.0539398193
epoch time: 17.2778797150s, input_fired_time: 0.2677016556, output_fired_time: 0.0000000000, propagate_forward_time: 16.2230873108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7870903015
validation[          , genome  6943] predictions:    9739/  10000 (97.39%), best:    9770/10000 (97.70%), error:       816.47363, best error:       723.81696 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 215.9414062500s, input_fired_time: 2.1199481487, output_fired_time: 2.0624623299, propagate_forward_time: 80.6232986450, propagate_backward_time: 127.1291809082, weight_update_time: 0.2496803105, other_time: 4.0065002441
epoch time: 17.0091362000s, input_fired_time: 0.2629864812, output_fired_time: 0.0000000000, propagate_forward_time: 16.0187320709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7274169922
validation[          , genome  6943] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       837.91278, best error:       723.81696 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 216.8819885254s, input_fired_time: 2.1311988831, output_fired_time: 2.0696115494, propagate_forward_time: 81.1257095337, propagate_backward_time: 127.5368041992, weight_update_time: 0.2513926327, other_time: 4.0186767578
epoch time: 17.6252517700s, input_fired_time: 0.2712063789, output_fired_time: 0.0000000000, propagate_forward_time: 16.6477966309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7062492371
validation[          , genome  6943] predictions:    9578/  10000 (95.78%), best:    9770/10000 (97.70%), error:      1308.77307, best error:       723.81696 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 217.9036102295s, input_fired_time: 2.1240556240, output_fired_time: 2.0687148571, propagate_forward_time: 81.1708374023, propagate_backward_time: 128.5055999756, weight_update_time: 0.2522702217, other_time: 4.0344085693
epoch time: 17.1840724945s, input_fired_time: 0.2694576085, output_fired_time: 0.0000000000, propagate_forward_time: 16.1661338806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7484817505
validation[          , genome  6943] predictions:    9769/  10000 (97.69%), best:    9770/10000 (97.70%), error:       787.45032, best error:       723.81696 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 215.6368408203s, input_fired_time: 2.1190690994, output_fired_time: 2.0492613316, propagate_forward_time: 80.5185241699, propagate_backward_time: 126.9014358521, weight_update_time: 0.2486800104, other_time: 4.0485610962
epoch time: 16.4961605072s, input_fired_time: 0.2596638799, output_fired_time: 0.0000000000, propagate_forward_time: 15.5195026398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7169933319
validation[          , genome  6943] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       693.79938, best error:       693.79938 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 217.8184814453s, input_fired_time: 2.1348206997, output_fired_time: 2.0670599937, propagate_forward_time: 81.5870590210, propagate_backward_time: 128.0568084717, weight_update_time: 0.2503451407, other_time: 3.9727325439
epoch time: 17.0618991852s, input_fired_time: 0.2646520734, output_fired_time: 0.0000000000, propagate_forward_time: 16.0690689087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7281780243
validation[          , genome  6943] predictions:    9773/  10000 (97.73%), best:    9789/10000 (97.89%), error:       741.78821, best error:       693.79938 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 217.4611053467s, input_fired_time: 2.1327595711, output_fired_time: 2.0620868206, propagate_forward_time: 81.3782424927, propagate_backward_time: 127.9272003174, weight_update_time: 0.2504043877, other_time: 3.9608001709
epoch time: 17.6770076752s, input_fired_time: 0.2729021311, output_fired_time: 0.0000000000, propagate_forward_time: 16.6815299988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7225761414
validation[          , genome  6943] predictions:    9771/  10000 (97.71%), best:    9789/10000 (97.89%), error:       746.44531, best error:       693.79938 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 216.9665222168s, input_fired_time: 2.1335973740, output_fired_time: 2.0795822144, propagate_forward_time: 80.8320541382, propagate_backward_time: 127.7977676392, weight_update_time: 0.2502146065, other_time: 4.1235275269
epoch time: 17.5439205170s, input_fired_time: 0.2688899040, output_fired_time: 0.0000000000, propagate_forward_time: 16.5687122345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7063179016
validation[          , genome  6943] predictions:    9713/  10000 (97.13%), best:    9789/10000 (97.89%), error:       904.95453, best error:       693.79938 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 217.4941864014s, input_fired_time: 2.1406116486, output_fired_time: 2.0848872662, propagate_forward_time: 81.3064270020, propagate_backward_time: 127.8738098145, weight_update_time: 0.2501137257, other_time: 4.0884552002
epoch time: 16.8413944244s, input_fired_time: 0.2638728321, output_fired_time: 0.0000000000, propagate_forward_time: 15.8234825134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7540397644
validation[          , genome  6943] predictions:    9778/  10000 (97.78%), best:    9789/10000 (97.89%), error:       732.35400, best error:       693.79938 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 220.4684753418s, input_fired_time: 2.1452343464, output_fired_time: 2.0944623947, propagate_forward_time: 82.4333496094, propagate_backward_time: 129.8257446289, weight_update_time: 0.2509518564, other_time: 3.9696807861
epoch time: 16.6326370239s, input_fired_time: 0.2629464269, output_fired_time: 0.0000000000, propagate_forward_time: 15.6521635056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7175264359
validation[          , genome  6943] predictions:    9752/  10000 (97.52%), best:    9789/10000 (97.89%), error:       770.09534, best error:       693.79938 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 215.6593933105s, input_fired_time: 2.1259267330, output_fired_time: 2.0598363876, propagate_forward_time: 80.7006683350, propagate_backward_time: 126.7909317017, weight_update_time: 0.2477530986, other_time: 3.9820327759
epoch time: 17.3145351410s, input_fired_time: 0.2700728178, output_fired_time: 0.0000000000, propagate_forward_time: 16.3313083649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7131538391
validation[          , genome  6943] predictions:    9756/  10000 (97.56%), best:    9789/10000 (97.89%), error:       777.70355, best error:       693.79938 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 216.9999084473s, input_fired_time: 2.1346871853, output_fired_time: 2.0780887604, propagate_forward_time: 80.8433761597, propagate_backward_time: 127.8939514160, weight_update_time: 0.2484899163, other_time: 4.0498046875
epoch time: 17.4852695465s, input_fired_time: 0.2698105872, output_fired_time: 0.0000000000, propagate_forward_time: 16.4774761200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7379837036
validation[          , genome  6943] predictions:    9767/  10000 (97.67%), best:    9789/10000 (97.89%), error:       759.79584, best error:       693.79938 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 215.1333770752s, input_fired_time: 2.1323142052, output_fired_time: 2.0611705780, propagate_forward_time: 80.3841552734, propagate_backward_time: 126.5464019775, weight_update_time: 0.2488064170, other_time: 4.0093383789
epoch time: 17.1292190552s, input_fired_time: 0.2703707218, output_fired_time: 0.0000000000, propagate_forward_time: 16.1082801819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7505683899
validation[          , genome  6943] predictions:    9739/  10000 (97.39%), best:    9789/10000 (97.89%), error:       803.11182, best error:       693.79938 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 216.2123718262s, input_fired_time: 2.1253442764, output_fired_time: 2.0595488548, propagate_forward_time: 80.6818313599, propagate_backward_time: 127.3552093506, weight_update_time: 0.2467892319, other_time: 3.9904327393
epoch time: 16.9639682770s, input_fired_time: 0.2694678605, output_fired_time: 0.0000000000, propagate_forward_time: 15.8589143753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8355855942
validation[          , genome  6943] predictions:    9757/  10000 (97.57%), best:    9789/10000 (97.89%), error:       809.23816, best error:       693.79938 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 215.8031311035s, input_fired_time: 2.1308658123, output_fired_time: 2.0678031445, propagate_forward_time: 80.6750183105, propagate_backward_time: 126.9247283936, weight_update_time: 0.2482338846, other_time: 4.0047149658
epoch time: 16.7851200104s, input_fired_time: 0.2651182115, output_fired_time: 0.0000000000, propagate_forward_time: 15.8179712296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7020311356
validation[          , genome  6943] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       689.97125, best error:       689.97125 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 219.4465942383s, input_fired_time: 2.1519694328, output_fired_time: 2.0840852261, propagate_forward_time: 82.1588211060, propagate_backward_time: 128.9716949463, weight_update_time: 0.2513883114, other_time: 4.0800323486
epoch time: 17.2654914856s, input_fired_time: 0.2709579766, output_fired_time: 0.0000000000, propagate_forward_time: 16.2612457275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7332878113
validation[          , genome  6943] predictions:    9777/  10000 (97.77%), best:    9783/10000 (97.83%), error:       705.71021, best error:       689.97125 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 215.1949157715s, input_fired_time: 2.1202867031, output_fired_time: 2.0441374779, propagate_forward_time: 80.2130279541, propagate_backward_time: 126.7917709351, weight_update_time: 0.2489666492, other_time: 4.0256881714
epoch time: 17.3120307922s, input_fired_time: 0.2726813555, output_fired_time: 0.0000000000, propagate_forward_time: 16.3017883301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7375602722
validation[          , genome  6943] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       755.82471, best error:       689.97125 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 217.6159210205s, input_fired_time: 2.1392202377, output_fired_time: 2.0767538548, propagate_forward_time: 81.2048416138, propagate_backward_time: 128.1965637207, weight_update_time: 0.2487362921, other_time: 3.9985351563
epoch time: 17.3275413513s, input_fired_time: 0.2696677148, output_fired_time: 0.0000000000, propagate_forward_time: 16.3589000702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6989727020
validation[          , genome  6943] predictions:    9742/  10000 (97.42%), best:    9783/10000 (97.83%), error:       835.08472, best error:       689.97125 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 217.9946289063s, input_fired_time: 2.1444096565, output_fired_time: 2.0637271404, propagate_forward_time: 81.6329269409, propagate_backward_time: 128.1871032715, weight_update_time: 0.2506895959, other_time: 3.9664611816
epoch time: 16.4884490967s, input_fired_time: 0.2608890831, output_fired_time: 0.0000000000, propagate_forward_time: 15.5224876404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7050724030
validation[          , genome  6943] predictions:    9767/  10000 (97.67%), best:    9783/10000 (97.83%), error:       773.97144, best error:       689.97125 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 217.8564147949s, input_fired_time: 2.1358511448, output_fired_time: 2.0803668499, propagate_forward_time: 81.0196151733, propagate_backward_time: 128.5875549316, weight_update_time: 0.2505021989, other_time: 4.0330200195
epoch time: 17.6006011963s, input_fired_time: 0.2726759315, output_fired_time: 0.0000000000, propagate_forward_time: 16.5879287720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7399959564
validation[          , genome  6943] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       725.56970, best error:       689.97125 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 215.4707641602s, input_fired_time: 2.1387474537, output_fired_time: 2.0483109951, propagate_forward_time: 80.5385513306, propagate_backward_time: 126.7168045044, weight_update_time: 0.2495734394, other_time: 4.0283432007
epoch time: 17.2323875427s, input_fired_time: 0.2704945505, output_fired_time: 0.0000000000, propagate_forward_time: 16.2428684235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7190246582
validation[          , genome  6943] predictions:    9764/  10000 (97.64%), best:    9783/10000 (97.83%), error:       767.34735, best error:       689.97125 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 217.7196960449s, input_fired_time: 2.1452076435, output_fired_time: 2.0685598850, propagate_forward_time: 81.1480178833, propagate_backward_time: 128.2471618652, weight_update_time: 0.2510845363, other_time: 4.1107482910
epoch time: 17.1402072906s, input_fired_time: 0.2703110576, output_fired_time: 0.0000000000, propagate_forward_time: 16.1409969330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7288990021
validation[          , genome  6943] predictions:    9767/  10000 (97.67%), best:    9783/10000 (97.83%), error:       737.55707, best error:       689.97125 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 216.3376007080s, input_fired_time: 2.1444282532, output_fired_time: 2.0675346851, propagate_forward_time: 81.0966110229, propagate_backward_time: 126.9434051514, weight_update_time: 0.2502663434, other_time: 4.0856170654
epoch time: 17.0489883423s, input_fired_time: 0.2695995569, output_fired_time: 0.0000000000, propagate_forward_time: 16.0475559235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7318325043
validation[          , genome  6943] predictions:    9757/  10000 (97.57%), best:    9783/10000 (97.83%), error:       756.05835, best error:       689.97125 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 214.8970336914s, input_fired_time: 2.1310608387, output_fired_time: 2.0478067398, propagate_forward_time: 80.0558929443, propagate_backward_time: 126.6559829712, weight_update_time: 0.2487530559, other_time: 4.0062942505
epoch time: 17.1689319611s, input_fired_time: 0.2704895735, output_fired_time: 0.0000000000, propagate_forward_time: 16.1528682709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7455749512
validation[          , genome  6943] predictions:    9778/  10000 (97.78%), best:    9783/10000 (97.83%), error:       734.88324, best error:       689.97125 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 219.2820892334s, input_fired_time: 2.1574916840, output_fired_time: 2.0957901478, propagate_forward_time: 81.9432144165, propagate_backward_time: 129.0056915283, weight_update_time: 0.2522118390, other_time: 4.0799102783
epoch time: 16.9231204987s, input_fired_time: 0.2683730721, output_fired_time: 0.0000000000, propagate_forward_time: 15.9368848801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7178621292
validation[          , genome  6943] predictions:    9757/  10000 (97.57%), best:    9783/10000 (97.83%), error:       771.41162, best error:       689.97125 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 214.5997161865s, input_fired_time: 2.1348001957, output_fired_time: 2.0577933788, propagate_forward_time: 80.2178955078, propagate_backward_time: 126.1626205444, weight_update_time: 0.2465101331, other_time: 4.0266036987
epoch time: 16.9845352173s, input_fired_time: 0.2679464817, output_fired_time: 0.0000000000, propagate_forward_time: 16.0050334930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7115554810
validation[          , genome  6943] predictions:    9764/  10000 (97.64%), best:    9783/10000 (97.83%), error:       762.39984, best error:       689.97125 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 219.5497283936s, input_fired_time: 2.1607794762, output_fired_time: 2.0862138271, propagate_forward_time: 81.9186630249, propagate_backward_time: 129.3029632568, weight_update_time: 0.2542673349, other_time: 4.0811004639
epoch time: 17.5554447174s, input_fired_time: 0.2723787129, output_fired_time: 0.0000000000, propagate_forward_time: 16.5532913208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7297744751
validation[          , genome  6943] predictions:    9749/  10000 (97.49%), best:    9783/10000 (97.83%), error:       781.91626, best error:       689.97125 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 217.1318511963s, input_fired_time: 2.1461083889, output_fired_time: 2.0604846478, propagate_forward_time: 81.0131378174, propagate_backward_time: 127.8380661011, weight_update_time: 0.2487222850, other_time: 4.0740585327
epoch time: 17.3893909454s, input_fired_time: 0.2741099596, output_fired_time: 0.0000000000, propagate_forward_time: 16.3796710968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7356090546
validation[          , genome  6943] predictions:    9754/  10000 (97.54%), best:    9783/10000 (97.83%), error:       781.86041, best error:       689.97125 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 217.4829864502s, input_fired_time: 2.1544740200, output_fired_time: 2.0644233227, propagate_forward_time: 81.1683807373, propagate_backward_time: 128.0357666016, weight_update_time: 0.2493973523, other_time: 4.0599365234
epoch time: 15.8862953186s, input_fired_time: 0.2576867640, output_fired_time: 0.0000000000, propagate_forward_time: 14.9423007965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6863079071
validation[          , genome  6943] predictions:    9773/  10000 (97.73%), best:    9783/10000 (97.83%), error:       794.54926, best error:       689.97125 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 216.1061401367s, input_fired_time: 2.1412134171, output_fired_time: 2.0652320385, propagate_forward_time: 80.6695709229, propagate_backward_time: 127.2204513550, weight_update_time: 0.2494030446, other_time: 4.0096664429
epoch time: 17.4327526093s, input_fired_time: 0.2734701931, output_fired_time: 0.0000000000, propagate_forward_time: 16.3909473419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7683353424
validation[          , genome  6943] predictions:    9749/  10000 (97.49%), best:    9783/10000 (97.83%), error:       779.60815, best error:       689.97125 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 216.2212524414s, input_fired_time: 2.1500535011, output_fired_time: 2.0685639381, propagate_forward_time: 80.7258300781, propagate_backward_time: 127.2970428467, weight_update_time: 0.2484463453, other_time: 3.9797668457
epoch time: 17.7838687897s, input_fired_time: 0.2748633325, output_fired_time: 0.0000000000, propagate_forward_time: 16.7942276001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7147769928
validation[          , genome  6943] predictions:    9785/  10000 (97.85%), best:    9783/10000 (97.83%), error:       698.67072, best error:       689.97125 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 211.3378601074s, input_fired_time: 2.1146144867, output_fired_time: 2.0202069283, propagate_forward_time: 78.5830154419, propagate_backward_time: 124.5901031494, weight_update_time: 0.2452007383, other_time: 4.0299224854
epoch time: 16.5664710999s, input_fired_time: 0.2662824094, output_fired_time: 0.0000000000, propagate_forward_time: 15.5861988068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7139892578
validation[          , genome  6943] predictions:    9753/  10000 (97.53%), best:    9783/10000 (97.83%), error:       753.76666, best error:       689.97125 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 216.3577880859s, input_fired_time: 2.1453766823, output_fired_time: 2.0624890327, propagate_forward_time: 80.6587295532, propagate_backward_time: 127.4655303955, weight_update_time: 0.2492845505, other_time: 4.0256805420
epoch time: 16.9636135101s, input_fired_time: 0.2703835964, output_fired_time: 0.0000000000, propagate_forward_time: 15.9681577682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7250719070
validation[          , genome  6943] predictions:    9734/  10000 (97.34%), best:    9783/10000 (97.83%), error:       832.82098, best error:       689.97125 on epoch:    82, 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: 85.7294158936s, input_fired_time: 1.3462263346, output_fired_time: 0.0000000000, propagate_forward_time: 80.6996307373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6835556030
best training[          , genome  6943] predictions:   49712/  50000 (99.42%), best:    9783/10000 (97.83%), error:      1275.94727, best error:       689.97125 on epoch:    82, 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: 17.1801757813s, input_fired_time: 0.2673748732, output_fired_time: 0.0000000000, propagate_forward_time: 16.1727771759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7400245667
   testing[          , genome  6943] predictions:    9805/  10000 (98.05%), best:    9783/10000 (97.83%), error:       635.16278, best error:       689.97125 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:19:26 (4892): called boinc_finish(0)

</stderr_txt>
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