Nameexact_genome_1512735002_41_22724_0
Workunit2684916
Created17 Dec 2017, 9:12:10 UTC
Sent17 Dec 2017, 9:28:02 UTC
Report deadline10 Feb 2018, 9:04:42 UTC
Received21 Dec 2017, 1:29:18 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time1 days 1 hours 36 min 10 sec
CPU time1 days 1 hours 33 min 17 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size171.98 MB
Peak swap size173.82 MB
Peak disk usage3.41 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ime: 61.7575378418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3095855713
validation[          , genome 22724] predictions:    9853/  10000 (98.53%), best:    9862/10000 (98.62%), error:       512.20923, best error:       481.75253 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 842.8561401367s, input_fired_time: 8.3804264069, output_fired_time: 7.0346183777, propagate_forward_time: 310.4111938477, propagate_backward_time: 509.4872131348, weight_update_time: 0.7348937988, other_time: 7.5426940918
epoch time: 63.8378143311s, input_fired_time: 0.9169521928, output_fired_time: 0.0000000000, propagate_forward_time: 61.6227607727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2980995178
validation[          , genome 22724] predictions:    9798/  10000 (97.98%), best:    9862/10000 (98.62%), error:       596.87994, best error:       481.75253 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 837.9158935547s, input_fired_time: 8.3395643234, output_fired_time: 6.7551479340, propagate_forward_time: 306.3035278320, propagate_backward_time: 509.0360717773, weight_update_time: 0.7171846628, other_time: 7.4816284180
epoch time: 63.8186492920s, input_fired_time: 0.9204499722, output_fired_time: 0.0000000000, propagate_forward_time: 61.6069450378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2912559509
validation[          , genome 22724] predictions:    9853/  10000 (98.53%), best:    9862/10000 (98.62%), error:       533.03748, best error:       481.75253 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 838.9724121094s, input_fired_time: 8.3470573425, output_fired_time: 6.8480324745, propagate_forward_time: 307.2224731445, propagate_backward_time: 509.0537719727, weight_update_time: 0.7184646130, other_time: 7.5010986328
epoch time: 63.8387260437s, input_fired_time: 0.9212811589, output_fired_time: 0.0000000000, propagate_forward_time: 61.6118011475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3056449890
validation[          , genome 22724] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       456.31494, best error:       456.31494 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 840.2479858398s, input_fired_time: 8.3548545837, output_fired_time: 7.0368514061, propagate_forward_time: 309.9262390137, propagate_backward_time: 507.4511413574, weight_update_time: 0.7149581313, other_time: 7.4789123535
epoch time: 63.6727180481s, input_fired_time: 0.9212611914, output_fired_time: 0.0000000000, propagate_forward_time: 61.4291152954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3223419189
validation[          , genome 22724] predictions:    9828/  10000 (98.28%), best:    9856/10000 (98.56%), error:       524.91541, best error:       456.31494 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 840.4763183594s, input_fired_time: 8.3750886917, output_fired_time: 6.9720277786, propagate_forward_time: 308.6827697754, propagate_backward_time: 508.9361267090, weight_update_time: 0.7186446786, other_time: 7.5102844238
epoch time: 63.8847694397s, input_fired_time: 0.9229988456, output_fired_time: 0.0000000000, propagate_forward_time: 61.6501502991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3116188049
validation[          , genome 22724] predictions:    9852/  10000 (98.52%), best:    9856/10000 (98.56%), error:       502.85590, best error:       456.31494 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 840.3767089844s, input_fired_time: 8.3703365326, output_fired_time: 6.9727168083, propagate_forward_time: 308.9282531738, propagate_backward_time: 508.6327514648, weight_update_time: 0.7159097195, other_time: 7.4725952148
epoch time: 63.8680648804s, input_fired_time: 0.9232183695, output_fired_time: 0.0000000000, propagate_forward_time: 61.6418685913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3029785156
validation[          , genome 22724] predictions:    9833/  10000 (98.33%), best:    9856/10000 (98.56%), error:       492.85852, best error:       456.31494 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 839.9473266602s, input_fired_time: 8.3682851791, output_fired_time: 6.9676795006, propagate_forward_time: 308.7304992676, propagate_backward_time: 508.3982849121, weight_update_time: 0.7168273926, other_time: 7.4825744629
epoch time: 63.8735122681s, input_fired_time: 0.9178603292, output_fired_time: 0.0000000000, propagate_forward_time: 61.6377601624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3178901672
validation[          , genome 22724] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       426.70251, best error:       426.70251 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 840.1098022461s, input_fired_time: 8.3628273010, output_fired_time: 6.9608783722, propagate_forward_time: 308.8221740723, propagate_backward_time: 508.4837341309, weight_update_time: 0.7154107094, other_time: 7.4801330566
epoch time: 64.6484680176s, input_fired_time: 0.9356836677, output_fired_time: 0.0000000000, propagate_forward_time: 62.3906631470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3221206665
validation[          , genome 22724] predictions:    9830/  10000 (98.30%), best:    9878/10000 (98.78%), error:       498.07672, best error:       426.70251 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 843.7609863281s, input_fired_time: 8.4123315811, output_fired_time: 7.0033702850, propagate_forward_time: 310.2623901367, propagate_backward_time: 510.5826110840, weight_update_time: 0.7183946371, other_time: 7.5002746582
epoch time: 64.1592102051s, input_fired_time: 0.9250512123, output_fired_time: 0.0000000000, propagate_forward_time: 61.9204597473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3136978149
validation[          , genome 22724] predictions:    9831/  10000 (98.31%), best:    9878/10000 (98.78%), error:       531.17853, best error:       426.70251 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 843.8662719727s, input_fired_time: 8.4305524826, output_fired_time: 6.9832468033, propagate_forward_time: 310.4966125488, propagate_backward_time: 510.4746093750, weight_update_time: 0.7218211889, other_time: 7.4812011719
epoch time: 64.2870559692s, input_fired_time: 0.9348263741, output_fired_time: 0.0000000000, propagate_forward_time: 62.0460319519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3061981201
validation[          , genome 22724] predictions:    9839/  10000 (98.39%), best:    9878/10000 (98.78%), error:       493.11734, best error:       426.70251 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 845.8513793945s, input_fired_time: 8.4504814148, output_fired_time: 6.9912033081, propagate_forward_time: 311.2819213867, propagate_backward_time: 511.6641540527, weight_update_time: 0.7217190862, other_time: 7.4635925293
epoch time: 64.4851303101s, input_fired_time: 0.9285286665, output_fired_time: 0.0000000000, propagate_forward_time: 62.2567253113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2998771667
validation[          , genome 22724] predictions:    9783/  10000 (97.83%), best:    9878/10000 (98.78%), error:       698.92743, best error:       426.70251 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 844.0413818359s, input_fired_time: 8.4465370178, output_fired_time: 7.0406475067, propagate_forward_time: 310.7924804688, propagate_backward_time: 510.2893371582, weight_update_time: 0.7209219933, other_time: 7.4723815918
epoch time: 63.8483085632s, input_fired_time: 0.9286888838, output_fired_time: 0.0000000000, propagate_forward_time: 61.6228103638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2968101501
validation[          , genome 22724] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       415.03082, best error:       415.03082 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 841.8425292969s, input_fired_time: 8.4345302582, output_fired_time: 6.9230866432, propagate_forward_time: 309.2195739746, propagate_backward_time: 509.7697448730, weight_update_time: 0.7201362848, other_time: 7.4956359863
epoch time: 63.8287200928s, input_fired_time: 0.9274988174, output_fired_time: 0.0000000000, propagate_forward_time: 61.5956382751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3055839539
validation[          , genome 22724] predictions:    9837/  10000 (98.37%), best:    9875/10000 (98.75%), error:       507.26859, best error:       415.03082 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 843.6550292969s, input_fired_time: 8.4398851395, output_fired_time: 6.9714217186, propagate_forward_time: 310.2530517578, propagate_backward_time: 510.4956054688, weight_update_time: 0.7184411883, other_time: 7.4950561523
epoch time: 63.9356002808s, input_fired_time: 0.9329290390, output_fired_time: 0.0000000000, propagate_forward_time: 61.7081565857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2945137024
validation[          , genome 22724] predictions:    9846/  10000 (98.46%), best:    9875/10000 (98.75%), error:       483.23199, best error:       415.03082 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 847.2061157227s, input_fired_time: 8.5010595322, output_fired_time: 7.0638689995, propagate_forward_time: 311.5651245117, propagate_backward_time: 512.5595092773, weight_update_time: 0.7204614878, other_time: 7.5166015625
epoch time: 64.8262329102s, input_fired_time: 0.9373774529, output_fired_time: 0.0000000000, propagate_forward_time: 62.5828094482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3060455322
validation[          , genome 22724] predictions:    9859/  10000 (98.59%), best:    9875/10000 (98.75%), error:       460.09781, best error:       415.03082 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 846.6718139648s, input_fired_time: 8.4558210373, output_fired_time: 6.9863357544, propagate_forward_time: 311.7143249512, propagate_backward_time: 511.9938354492, weight_update_time: 0.7217373252, other_time: 7.5215454102
epoch time: 64.0195312500s, input_fired_time: 0.9296971560, output_fired_time: 0.0000000000, propagate_forward_time: 61.7930068970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2968254089
validation[          , genome 22724] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       406.03555, best error:       406.03555 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 845.0083618164s, input_fired_time: 8.4563655853, output_fired_time: 6.9857029915, propagate_forward_time: 310.7497558594, propagate_backward_time: 511.2623596191, weight_update_time: 0.7226890326, other_time: 7.5541687012
epoch time: 64.4452056885s, input_fired_time: 0.9304383993, output_fired_time: 0.0000000000, propagate_forward_time: 62.1839828491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3307838440
validation[          , genome 22724] predictions:    9858/  10000 (98.58%), best:    9873/10000 (98.73%), error:       425.76102, best error:       406.03555 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 844.1351928711s, input_fired_time: 8.4494552612, output_fired_time: 6.9625730515, propagate_forward_time: 310.4490051270, propagate_backward_time: 510.7699890137, weight_update_time: 0.7199572921, other_time: 7.5041809082
epoch time: 64.4052658081s, input_fired_time: 0.9533691406, output_fired_time: 0.0000000000, propagate_forward_time: 62.1624755859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2894210815
validation[          , genome 22724] predictions:    9854/  10000 (98.54%), best:    9873/10000 (98.73%), error:       451.73001, best error:       406.03555 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 844.4450683594s, input_fired_time: 8.4705429077, output_fired_time: 7.0035486221, propagate_forward_time: 310.5820617676, propagate_backward_time: 510.8969726562, weight_update_time: 0.7193662524, other_time: 7.4919433594
epoch time: 64.3766708374s, input_fired_time: 0.9296256304, output_fired_time: 0.0000000000, propagate_forward_time: 62.1449737549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3020706177
validation[          , genome 22724] predictions:    9874/  10000 (98.74%), best:    9873/10000 (98.73%), error:       419.57333, best error:       406.03555 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 841.1275634766s, input_fired_time: 8.4355573654, output_fired_time: 7.0195837021, propagate_forward_time: 308.9953918457, propagate_backward_time: 509.1649169922, weight_update_time: 0.7183201313, other_time: 7.5120849609
epoch time: 64.0124435425s, input_fired_time: 0.9479110837, output_fired_time: 0.0000000000, propagate_forward_time: 61.7507896423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3137435913
validation[          , genome 22724] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       368.99863, best error:       368.99863 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 845.9134521484s, input_fired_time: 8.4785289764, output_fired_time: 6.9986624718, propagate_forward_time: 311.0272521973, propagate_backward_time: 511.8651428223, weight_update_time: 0.7230429053, other_time: 7.5439147949
epoch time: 64.8803100586s, input_fired_time: 0.9384043217, output_fired_time: 0.0000000000, propagate_forward_time: 62.6406745911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3012313843
validation[          , genome 22724] predictions:    9871/  10000 (98.71%), best:    9876/10000 (98.76%), error:       412.04938, best error:       368.99863 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 843.9733276367s, input_fired_time: 8.4478549957, output_fired_time: 6.9857382774, propagate_forward_time: 310.1557006836, propagate_backward_time: 510.8501586914, weight_update_time: 0.7184298038, other_time: 7.5338745117
epoch time: 63.8892021179s, input_fired_time: 0.9354593754, output_fired_time: 0.0000000000, propagate_forward_time: 61.6457824707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3079605103
validation[          , genome 22724] predictions:    9873/  10000 (98.73%), best:    9876/10000 (98.76%), error:       400.31662, best error:       368.99863 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 846.7668457031s, input_fired_time: 8.4870700836, output_fired_time: 6.9669971466, propagate_forward_time: 311.5606079102, propagate_backward_time: 512.2274780273, weight_update_time: 0.7217648029, other_time: 7.5247192383
epoch time: 64.0553817749s, input_fired_time: 0.9357084036, output_fired_time: 0.0000000000, propagate_forward_time: 61.8156280518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3040466309
validation[          , genome 22724] predictions:    9874/  10000 (98.74%), best:    9876/10000 (98.76%), error:       398.54715, best error:       368.99863 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 841.4819946289s, input_fired_time: 8.4505033493, output_fired_time: 6.9545512199, propagate_forward_time: 308.9942932129, propagate_backward_time: 509.5638732910, weight_update_time: 0.7168160677, other_time: 7.5187683105
epoch time: 63.7762794495s, input_fired_time: 0.9322462678, output_fired_time: 0.0000000000, propagate_forward_time: 61.5465774536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2974548340
validation[          , genome 22724] predictions:    9879/  10000 (98.79%), best:    9876/10000 (98.76%), error:       371.82498, best error:       368.99863 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 841.8209838867s, input_fired_time: 8.4551248550, output_fired_time: 6.9961338043, propagate_forward_time: 309.5104980469, propagate_backward_time: 509.3605651855, weight_update_time: 0.7190521955, other_time: 7.4986267090
epoch time: 65.0894393921s, input_fired_time: 0.9682267904, output_fired_time: 0.0000000000, propagate_forward_time: 62.7884559631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3327598572
validation[          , genome 22724] predictions:    9882/  10000 (98.82%), best:    9876/10000 (98.76%), error:       413.96323, best error:       368.99863 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 843.8676147461s, input_fired_time: 8.4755468369, output_fired_time: 6.9940552711, propagate_forward_time: 310.4277343750, propagate_backward_time: 510.4461059570, weight_update_time: 0.7258334160, other_time: 7.5241699219
epoch time: 64.0470733643s, input_fired_time: 0.9376976490, output_fired_time: 0.0000000000, propagate_forward_time: 61.8061408997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3032341003
validation[          , genome 22724] predictions:    9873/  10000 (98.73%), best:    9876/10000 (98.76%), error:       418.12842, best error:       368.99863 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 846.8128051758s, input_fired_time: 8.4802999496, output_fired_time: 6.9707770348, propagate_forward_time: 311.9909667969, propagate_backward_time: 511.8984680176, weight_update_time: 0.7201581001, other_time: 7.4723205566
epoch time: 64.4043350220s, input_fired_time: 0.9369068742, output_fired_time: 0.0000000000, propagate_forward_time: 62.1514701843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3159561157
validation[          , genome 22724] predictions:    9828/  10000 (98.28%), best:    9876/10000 (98.76%), error:       521.31696, best error:       368.99863 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 843.9458618164s, input_fired_time: 8.5127782822, output_fired_time: 6.9922170639, propagate_forward_time: 310.3084716797, propagate_backward_time: 510.6045837402, weight_update_time: 0.7208763957, other_time: 7.5278625488
epoch time: 63.9222526550s, input_fired_time: 0.9368163347, output_fired_time: 0.0000000000, propagate_forward_time: 61.6653137207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3201217651
validation[          , genome 22724] predictions:    9868/  10000 (98.68%), best:    9876/10000 (98.76%), error:       442.32159, best error:       368.99863 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 846.4448242188s, input_fired_time: 8.5119953156, output_fired_time: 7.0128002167, propagate_forward_time: 311.3214416504, propagate_backward_time: 512.1098022461, weight_update_time: 0.7247720957, other_time: 7.4887084961
epoch time: 64.5500411987s, input_fired_time: 0.9418089986, output_fired_time: 0.0000000000, propagate_forward_time: 62.2911834717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3170471191
validation[          , genome 22724] predictions:    9844/  10000 (98.44%), best:    9876/10000 (98.76%), error:       480.17734, best error:       368.99863 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 843.3683471680s, input_fired_time: 8.5242185593, output_fired_time: 7.0176892281, propagate_forward_time: 309.8346862793, propagate_backward_time: 510.5080871582, weight_update_time: 0.7177936435, other_time: 7.4836120605
epoch time: 64.3326568604s, input_fired_time: 0.9393166304, output_fired_time: 0.0000000000, propagate_forward_time: 62.0943794250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2989616394
validation[          , genome 22724] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       341.47559, best error:       341.47559 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 844.0272216797s, input_fired_time: 8.5073490143, output_fired_time: 7.0306921005, propagate_forward_time: 310.1291503906, propagate_backward_time: 510.8665466309, weight_update_time: 0.7215200663, other_time: 7.4934997559
epoch time: 63.8489303589s, input_fired_time: 0.9413853884, output_fired_time: 0.0000000000, propagate_forward_time: 61.5928573608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3146858215
validation[          , genome 22724] predictions:    9860/  10000 (98.60%), best:    9884/10000 (98.84%), error:       473.11621, best error:       341.47559 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 845.3655395508s, input_fired_time: 8.5365114212, output_fired_time: 7.0258202553, propagate_forward_time: 310.7415161133, propagate_backward_time: 511.5791625977, weight_update_time: 0.7214007378, other_time: 7.4825439453
epoch time: 64.4789199829s, input_fired_time: 0.9412470460, output_fired_time: 0.0000000000, propagate_forward_time: 62.2333869934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3042869568
validation[          , genome 22724] predictions:    9878/  10000 (98.78%), best:    9884/10000 (98.84%), error:       379.11664, best error:       341.47559 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 846.4239501953s, input_fired_time: 8.5253200531, output_fired_time: 6.9971194267, propagate_forward_time: 311.4071655273, propagate_backward_time: 512.0184936523, weight_update_time: 0.7231382728, other_time: 7.4758300781
epoch time: 64.3094329834s, input_fired_time: 0.9399920702, output_fired_time: 0.0000000000, propagate_forward_time: 62.0649719238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3044700623
validation[          , genome 22724] predictions:    9881/  10000 (98.81%), best:    9884/10000 (98.84%), error:       385.46365, best error:       341.47559 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 844.9708862305s, input_fired_time: 8.5179557800, output_fired_time: 7.0255861282, propagate_forward_time: 310.7264404297, propagate_backward_time: 511.2154846191, weight_update_time: 0.7200425267, other_time: 7.4854431152
epoch time: 64.5080871582s, input_fired_time: 0.9423274994, output_fired_time: 0.0000000000, propagate_forward_time: 62.2641067505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3016510010
validation[          , genome 22724] predictions:    9885/  10000 (98.85%), best:    9884/10000 (98.84%), error:       396.17871, best error:       341.47559 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 841.6715087891s, input_fired_time: 8.4917860031, output_fired_time: 7.0079574585, propagate_forward_time: 309.2620544434, propagate_backward_time: 509.4121093750, weight_update_time: 0.7213363647, other_time: 7.4976806641
epoch time: 63.9214706421s, input_fired_time: 0.9451617002, output_fired_time: 0.0000000000, propagate_forward_time: 61.6767234802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2995872498
validation[          , genome 22724] predictions:    9885/  10000 (98.85%), best:    9884/10000 (98.84%), error:       356.33237, best error:       341.47559 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 843.6610107422s, input_fired_time: 8.5187129974, output_fired_time: 6.9727940559, propagate_forward_time: 310.4978942871, propagate_backward_time: 510.1710510254, weight_update_time: 0.7193896770, other_time: 7.5005798340
epoch time: 63.6933135986s, input_fired_time: 0.9434149861, output_fired_time: 0.0000000000, propagate_forward_time: 61.4496459961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3002510071
validation[          , genome 22724] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       341.88501, best error:       341.47559 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 841.6176147461s, input_fired_time: 8.5021562576, output_fired_time: 6.9861822128, propagate_forward_time: 309.0106201172, propagate_backward_time: 509.6028747559, weight_update_time: 0.7222552896, other_time: 7.5157775879
epoch time: 64.4670867920s, input_fired_time: 0.9431498647, output_fired_time: 0.0000000000, propagate_forward_time: 62.2305488586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2933883667
validation[          , genome 22724] predictions:    9904/  10000 (99.04%), best:    9884/10000 (98.84%), error:       343.49258, best error:       341.47559 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 844.6049804688s, input_fired_time: 8.5367345810, output_fired_time: 6.9881696701, propagate_forward_time: 310.2936401367, propagate_backward_time: 511.2197570801, weight_update_time: 0.7228209972, other_time: 7.5666809082
epoch time: 64.3726119995s, input_fired_time: 0.9455112815, output_fired_time: 0.0000000000, propagate_forward_time: 62.1134643555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3136367798
validation[          , genome 22724] predictions:    9858/  10000 (98.58%), best:    9884/10000 (98.84%), error:       449.06357, best error:       341.47559 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 843.3158569336s, input_fired_time: 8.5262947083, output_fired_time: 6.9746136665, propagate_forward_time: 310.1310424805, propagate_backward_time: 510.1930541992, weight_update_time: 0.7278088927, other_time: 7.4908447266
epoch time: 63.8792419434s, input_fired_time: 0.9474437833, output_fired_time: 0.0000000000, propagate_forward_time: 61.6338272095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2979698181
validation[          , genome 22724] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       361.00333, best error:       341.47559 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 842.5325927734s, input_fired_time: 8.5107717514, output_fired_time: 6.9933447838, propagate_forward_time: 309.6366271973, propagate_backward_time: 509.8982543945, weight_update_time: 0.7183323503, other_time: 7.4935913086
epoch time: 64.5384826660s, input_fired_time: 0.9478172660, output_fired_time: 0.0000000000, propagate_forward_time: 62.2745361328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3161277771
validation[          , genome 22724] predictions:    9887/  10000 (98.87%), best:    9884/10000 (98.84%), error:       357.83264, best error:       341.47559 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 844.8826904297s, input_fired_time: 8.5650444031, output_fired_time: 6.9924273491, propagate_forward_time: 310.8723754883, propagate_backward_time: 510.9197082520, weight_update_time: 0.7191929817, other_time: 7.5331115723
epoch time: 64.3519897461s, input_fired_time: 0.9492335916, output_fired_time: 0.0000000000, propagate_forward_time: 62.0938110352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3089447021
validation[          , genome 22724] predictions:    9888/  10000 (98.88%), best:    9884/10000 (98.84%), error:       355.13733, best error:       341.47559 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 843.9801635742s, input_fired_time: 8.5386476517, output_fired_time: 6.9847774506, propagate_forward_time: 310.2982177734, propagate_backward_time: 510.6015930176, weight_update_time: 0.7242298722, other_time: 7.5569152832
epoch time: 64.5043716431s, input_fired_time: 0.9508741498, output_fired_time: 0.0000000000, propagate_forward_time: 62.2529640198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3005332947
validation[          , genome 22724] predictions:    9889/  10000 (98.89%), best:    9884/10000 (98.84%), error:       370.52338, best error:       341.47559 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 846.1749267578s, input_fired_time: 8.5115861893, output_fired_time: 6.9433264732, propagate_forward_time: 311.6235351562, propagate_backward_time: 511.5796813965, weight_update_time: 0.7197082043, other_time: 7.5168151855
epoch time: 64.7485427856s, input_fired_time: 0.9505358934, output_fired_time: 0.0000000000, propagate_forward_time: 62.4914512634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3065567017
validation[          , genome 22724] predictions:    9891/  10000 (98.91%), best:    9884/10000 (98.84%), error:       349.93170, best error:       341.47559 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 847.1850585938s, input_fired_time: 8.5619163513, output_fired_time: 7.0173239708, propagate_forward_time: 311.6430053711, propagate_backward_time: 512.4362792969, weight_update_time: 0.7273811698, other_time: 7.5265502930
epoch time: 65.2244338989s, input_fired_time: 0.9566743374, output_fired_time: 0.0000000000, propagate_forward_time: 62.9488563538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3189048767
validation[          , genome 22724] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       331.24399, best error:       331.24399 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 843.7772216797s, input_fired_time: 8.5407590866, output_fired_time: 7.0016312599, propagate_forward_time: 310.0641174316, propagate_backward_time: 510.6370239258, weight_update_time: 0.7219970822, other_time: 7.5336303711
epoch time: 64.5290069580s, input_fired_time: 0.9528523684, output_fired_time: 0.0000000000, propagate_forward_time: 62.2651367188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3110160828
validation[          , genome 22724] predictions:    9886/  10000 (98.86%), best:    9905/10000 (99.05%), error:       339.86343, best error:       331.24399 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 844.7329711914s, input_fired_time: 8.5393676758, output_fired_time: 6.9825882912, propagate_forward_time: 310.7772827148, propagate_backward_time: 510.9031372070, weight_update_time: 0.7225744128, other_time: 7.5305786133
epoch time: 64.4352874756s, input_fired_time: 0.9566536546, output_fired_time: 0.0000000000, propagate_forward_time: 62.1672363281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3113975525
validation[          , genome 22724] predictions:    9841/  10000 (98.41%), best:    9905/10000 (99.05%), error:       527.04895, best error:       331.24399 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 846.3280639648s, input_fired_time: 8.5674619675, output_fired_time: 6.9650177956, propagate_forward_time: 311.2540283203, propagate_backward_time: 512.0442504883, weight_update_time: 0.7186087966, other_time: 7.4973144531
epoch time: 64.3069763184s, input_fired_time: 0.9478023648, output_fired_time: 0.0000000000, propagate_forward_time: 62.0645980835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2945747375
validation[          , genome 22724] predictions:    9891/  10000 (98.91%), best:    9905/10000 (99.05%), error:       370.46649, best error:       331.24399 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 847.6948242188s, input_fired_time: 8.5950002670, output_fired_time: 6.9729199409, propagate_forward_time: 312.0456237793, propagate_backward_time: 512.5256347656, weight_update_time: 0.7256026864, other_time: 7.5556640625
epoch time: 64.5453948975s, input_fired_time: 0.9540086985, output_fired_time: 0.0000000000, propagate_forward_time: 62.2886924744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3026924133
validation[          , genome 22724] predictions:    9843/  10000 (98.43%), best:    9905/10000 (99.05%), error:       502.30664, best error:       331.24399 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 844.2484130859s, input_fired_time: 8.5502519608, output_fired_time: 6.9477629662, propagate_forward_time: 309.9522094727, propagate_backward_time: 511.2802124023, weight_update_time: 0.7233357430, other_time: 7.5180053711
epoch time: 64.4422454834s, input_fired_time: 0.9519301057, output_fired_time: 0.0000000000, propagate_forward_time: 62.1652450562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3250694275
validation[          , genome 22724] predictions:    9890/  10000 (98.90%), best:    9905/10000 (99.05%), error:       370.29929, best error:       331.24399 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 847.0486450195s, input_fired_time: 8.5883617401, output_fired_time: 7.0015358925, propagate_forward_time: 311.5726928711, propagate_backward_time: 512.3364868164, weight_update_time: 0.7314886451, other_time: 7.5495605469
epoch time: 64.5133438110s, input_fired_time: 0.9553222656, output_fired_time: 0.0000000000, propagate_forward_time: 62.2482490540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3097724915
validation[          , genome 22724] predictions:    9895/  10000 (98.95%), best:    9905/10000 (99.05%), error:       351.17734, best error:       331.24399 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 843.3683471680s, input_fired_time: 8.5545597076, output_fired_time: 6.9745059013, propagate_forward_time: 309.8479003906, propagate_backward_time: 510.5117187500, weight_update_time: 0.7192081213, other_time: 7.4796752930
epoch time: 64.2872161865s, input_fired_time: 0.9528240561, output_fired_time: 0.0000000000, propagate_forward_time: 62.0188751221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3155174255
validation[          , genome 22724] predictions:    9874/  10000 (98.74%), best:    9905/10000 (99.05%), error:       395.25552, best error:       331.24399 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 844.0144042969s, input_fired_time: 8.5486736298, output_fired_time: 7.0451245308, propagate_forward_time: 309.9877014160, propagate_backward_time: 510.9277648926, weight_update_time: 0.7198966146, other_time: 7.5052185059
epoch time: 64.8365097046s, input_fired_time: 0.9603155851, output_fired_time: 0.0000000000, propagate_forward_time: 62.5339775085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3422164917
validation[          , genome 22724] predictions:    9896/  10000 (98.96%), best:    9905/10000 (99.05%), error:       336.68427, best error:       331.24399 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 843.9834594727s, input_fired_time: 8.6147623062, output_fired_time: 7.0101761818, propagate_forward_time: 309.9391174316, propagate_backward_time: 510.9132080078, weight_update_time: 0.7190030813, other_time: 7.5062255859
epoch time: 64.7146682739s, input_fired_time: 0.9620261192, output_fired_time: 0.0000000000, propagate_forward_time: 62.4434089661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3092346191
validation[          , genome 22724] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       331.58768, best error:       331.24399 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 846.9861450195s, input_fired_time: 8.6243686676, output_fired_time: 6.9879655838, propagate_forward_time: 311.2716979980, propagate_backward_time: 512.5875244141, weight_update_time: 0.7223885059, other_time: 7.5145263672
epoch time: 64.4289245605s, input_fired_time: 0.9566221237, output_fired_time: 0.0000000000, propagate_forward_time: 62.1732139587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2990875244
validation[          , genome 22724] predictions:    9899/  10000 (98.99%), best:    9905/10000 (99.05%), error:       339.90735, best error:       331.24399 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 846.2461547852s, input_fired_time: 8.5843257904, output_fired_time: 6.9898834229, propagate_forward_time: 311.2951965332, propagate_backward_time: 511.8837585449, weight_update_time: 0.7221023440, other_time: 7.4929504395
epoch time: 64.5071029663s, input_fired_time: 0.9535185099, output_fired_time: 0.0000000000, propagate_forward_time: 62.2514648438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3021202087
validation[          , genome 22724] predictions:    9887/  10000 (98.87%), best:    9905/10000 (99.05%), error:       340.98428, best error:       331.24399 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 846.0381469727s, input_fired_time: 8.5950994492, output_fired_time: 6.9868202209, propagate_forward_time: 310.8715515137, propagate_backward_time: 512.0975341797, weight_update_time: 0.7241052389, other_time: 7.4871826172
epoch time: 64.3659210205s, input_fired_time: 0.9583863616, output_fired_time: 0.0000000000, propagate_forward_time: 62.0935478210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3139877319
validation[          , genome 22724] predictions:    9895/  10000 (98.95%), best:    9905/10000 (99.05%), error:       342.46799, best error:       331.24399 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 845.9431152344s, input_fired_time: 8.5985174179, output_fired_time: 7.0076155663, propagate_forward_time: 311.0461425781, propagate_backward_time: 511.7894897461, weight_update_time: 0.7219892740, other_time: 7.5013427734
epoch time: 64.3563613892s, input_fired_time: 0.9566674232, output_fired_time: 0.0000000000, propagate_forward_time: 62.0886726379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3110198975
validation[          , genome 22724] predictions:    9898/  10000 (98.98%), best:    9905/10000 (99.05%), error:       341.20175, best error:       331.24399 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 845.8352050781s, input_fired_time: 8.5828962326, output_fired_time: 6.9847464561, propagate_forward_time: 310.9785156250, propagate_backward_time: 511.7883911133, weight_update_time: 0.7197890282, other_time: 7.5006713867
epoch time: 64.3102111816s, input_fired_time: 0.9606831074, output_fired_time: 0.0000000000, propagate_forward_time: 62.0291481018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3203811646
validation[          , genome 22724] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       329.09982, best error:       329.09982 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 845.9843139648s, input_fired_time: 8.6054687500, output_fired_time: 6.9864568710, propagate_forward_time: 311.0184020996, propagate_backward_time: 511.8312377930, weight_update_time: 0.7226654887, other_time: 7.5427856445
epoch time: 65.2087326050s, input_fired_time: 0.9592487812, output_fired_time: 0.0000000000, propagate_forward_time: 62.9237861633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3256950378
validation[          , genome 22724] predictions:    9879/  10000 (98.79%), best:    9893/10000 (98.93%), error:       366.90891, best error:       329.09982 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 844.8247680664s, input_fired_time: 8.6147594452, output_fired_time: 7.0174865723, propagate_forward_time: 310.5682373047, propagate_backward_time: 511.1012878418, weight_update_time: 0.7211515307, other_time: 7.5229797363
epoch time: 63.8605804443s, input_fired_time: 0.9591099024, output_fired_time: 0.0000000000, propagate_forward_time: 61.6023063660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2991638184
validation[          , genome 22724] predictions:    9898/  10000 (98.98%), best:    9893/10000 (98.93%), error:       347.90906, best error:       329.09982 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 842.6938476562s, input_fired_time: 8.5738573074, output_fired_time: 6.9895730019, propagate_forward_time: 309.6215209961, propagate_backward_time: 509.9795227051, weight_update_time: 0.7180880308, other_time: 7.5293884277
epoch time: 64.4600601196s, input_fired_time: 0.9566290379, output_fired_time: 0.0000000000, propagate_forward_time: 62.2102355957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2931938171
validation[          , genome 22724] predictions:    9895/  10000 (98.95%), best:    9893/10000 (98.93%), error:       338.95276, best error:       329.09982 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 846.7471923828s, input_fired_time: 8.6354446411, output_fired_time: 7.0262098312, propagate_forward_time: 311.2619323730, propagate_backward_time: 512.3052978516, weight_update_time: 0.7219503522, other_time: 7.5183105469
epoch time: 64.1291046143s, input_fired_time: 0.9601367116, output_fired_time: 0.0000000000, propagate_forward_time: 61.8721542358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2968139648
validation[          , genome 22724] predictions:    9890/  10000 (98.90%), best:    9893/10000 (98.93%), error:       360.42191, best error:       329.09982 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 845.8197631836s, input_fired_time: 8.5807800293, output_fired_time: 6.9831395149, propagate_forward_time: 311.4017333984, propagate_backward_time: 511.3551330566, weight_update_time: 0.7183147669, other_time: 7.4989929199
epoch time: 64.5273132324s, input_fired_time: 0.9617584348, output_fired_time: 0.0000000000, propagate_forward_time: 62.2612419128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3043136597
validation[          , genome 22724] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       328.41092, best error:       328.41092 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 844.4703369141s, input_fired_time: 8.6569967270, output_fired_time: 7.0138549805, propagate_forward_time: 310.1363220215, propagate_backward_time: 511.1373596191, weight_update_time: 0.7189701796, other_time: 7.5258483887
epoch time: 64.3661270142s, input_fired_time: 0.9598733187, output_fired_time: 0.0000000000, propagate_forward_time: 62.1209526062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2853012085
validation[          , genome 22724] predictions:    9897/  10000 (98.97%), best:    9904/10000 (99.04%), error:       339.20538, best error:       328.41092 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 842.9837646484s, input_fired_time: 8.6107349396, output_fired_time: 6.9743967056, propagate_forward_time: 309.7815246582, propagate_backward_time: 510.1430969238, weight_update_time: 0.7171211243, other_time: 7.4739685059
epoch time: 63.7555656433s, input_fired_time: 0.9588764906, output_fired_time: 0.0000000000, propagate_forward_time: 61.4952850342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3014030457
validation[          , genome 22724] predictions:    9873/  10000 (98.73%), best:    9904/10000 (99.04%), error:       412.78912, best error:       328.41092 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 844.9187011719s, input_fired_time: 8.5980434418, output_fired_time: 6.9875121117, propagate_forward_time: 310.4773864746, propagate_backward_time: 511.3384399414, weight_update_time: 0.7212653756, other_time: 7.5173950195
epoch time: 64.3436965942s, input_fired_time: 0.9607290626, output_fired_time: 0.0000000000, propagate_forward_time: 62.0792045593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3037643433
validation[          , genome 22724] predictions:    9897/  10000 (98.97%), best:    9904/10000 (99.04%), error:       358.48917, best error:       328.41092 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 845.4221801758s, input_fired_time: 8.6146516800, output_fired_time: 6.9984540939, propagate_forward_time: 310.8117065430, propagate_backward_time: 511.4855651855, weight_update_time: 0.7220490575, other_time: 7.5118103027
epoch time: 64.8951721191s, input_fired_time: 1.0072485209, output_fired_time: 0.0000000000, propagate_forward_time: 62.5671157837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3208084106
validation[          , genome 22724] predictions:    9898/  10000 (98.98%), best:    9904/10000 (99.04%), error:       352.27148, best error:       328.41092 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 841.6115112305s, input_fired_time: 8.5809106827, output_fired_time: 6.9824228287, propagate_forward_time: 308.9540710449, propagate_backward_time: 509.5982360840, weight_update_time: 0.7152017355, other_time: 7.4958801270
epoch time: 64.0790710449s, input_fired_time: 0.9625676274, output_fired_time: 0.0000000000, propagate_forward_time: 61.8158988953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3006057739
validation[          , genome 22724] predictions:    9892/  10000 (98.92%), best:    9904/10000 (99.04%), error:       339.40100, best error:       328.41092 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 845.2777709961s, input_fired_time: 8.6095314026, output_fired_time: 6.9799451828, propagate_forward_time: 311.0393371582, propagate_backward_time: 511.1454467773, weight_update_time: 0.7231012583, other_time: 7.5034790039
epoch time: 64.5554428101s, input_fired_time: 0.9639907479, output_fired_time: 0.0000000000, propagate_forward_time: 62.2761535645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3152999878
validation[          , genome 22724] predictions:    9891/  10000 (98.91%), best:    9904/10000 (99.04%), error:       348.24200, best error:       328.41092 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 843.3793945312s, input_fired_time: 8.5908298492, output_fired_time: 6.9982242584, propagate_forward_time: 310.0231323242, propagate_backward_time: 510.2825317383, weight_update_time: 0.7200942636, other_time: 7.4846801758
epoch time: 63.7934875488s, input_fired_time: 0.9597202539, output_fired_time: 0.0000000000, propagate_forward_time: 61.5307197571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3030471802
validation[          , genome 22724] predictions:    9890/  10000 (98.90%), best:    9904/10000 (99.04%), error:       348.70169, best error:       328.41092 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 846.1979370117s, input_fired_time: 8.5974588394, output_fired_time: 6.9571180344, propagate_forward_time: 311.3641662598, propagate_backward_time: 511.7869567871, weight_update_time: 0.7204572558, other_time: 7.4922180176
epoch time: 64.4592056274s, input_fired_time: 0.9618164301, output_fired_time: 0.0000000000, propagate_forward_time: 62.1943511963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3030395508
validation[          , genome 22724] predictions:    9893/  10000 (98.93%), best:    9904/10000 (99.04%), error:       331.36255, best error:       328.41092 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 843.8265991211s, input_fired_time: 8.5909261703, output_fired_time: 6.9644870758, propagate_forward_time: 310.0671997070, propagate_backward_time: 510.7142639160, weight_update_time: 0.7194185257, other_time: 7.4897155762
epoch time: 64.5313873291s, input_fired_time: 0.9807584286, output_fired_time: 0.0000000000, propagate_forward_time: 62.2411422729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3094863892
validation[          , genome 22724] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       320.71365, best error:       320.71365 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 845.9672241211s, input_fired_time: 8.6331548691, output_fired_time: 6.9882626534, propagate_forward_time: 311.0296020508, propagate_backward_time: 511.8099670410, weight_update_time: 0.7218650579, other_time: 7.5061950684
epoch time: 64.3196105957s, input_fired_time: 0.9621856809, output_fired_time: 0.0000000000, propagate_forward_time: 62.0582580566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2991676331
validation[          , genome 22724] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       337.26883, best error:       320.71365 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 844.1000976562s, input_fired_time: 8.6002492905, output_fired_time: 6.9796366692, propagate_forward_time: 310.3011474609, propagate_backward_time: 510.7089538574, weight_update_time: 0.7206004858, other_time: 7.5101623535
epoch time: 64.6750411987s, input_fired_time: 0.9713195562, output_fired_time: 0.0000000000, propagate_forward_time: 62.4039268494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2997932434
validation[          , genome 22724] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       334.37479, best error:       320.71365 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 844.9381713867s, input_fired_time: 8.6402072906, output_fired_time: 7.0404939651, propagate_forward_time: 310.7126464844, propagate_backward_time: 511.0379638672, weight_update_time: 0.7194148302, other_time: 7.5068969727
epoch time: 63.9272994995s, input_fired_time: 0.9649553895, output_fired_time: 0.0000000000, propagate_forward_time: 61.6578598022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3044853210
validation[          , genome 22724] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       356.67883, best error:       320.71365 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 846.3836669922s, input_fired_time: 8.6120424271, output_fired_time: 7.0098032951, propagate_forward_time: 311.2564697266, propagate_backward_time: 512.0327758789, weight_update_time: 0.7171569467, other_time: 7.4725341797
epoch time: 63.8144226074s, input_fired_time: 0.9608399272, output_fired_time: 0.0000000000, propagate_forward_time: 61.5629653931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2906188965
validation[          , genome 22724] predictions:    9903/  10000 (99.03%), best:    9900/10000 (99.00%), error:       333.35281, best error:       320.71365 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 843.2363891602s, input_fired_time: 8.6030569077, output_fired_time: 6.9828810692, propagate_forward_time: 309.9192199707, propagate_backward_time: 510.2503967285, weight_update_time: 0.7175268531, other_time: 7.4808044434
epoch time: 63.8030891418s, input_fired_time: 0.9592972398, output_fired_time: 0.0000000000, propagate_forward_time: 61.5539054871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2898864746
validation[          , genome 22724] predictions:    9897/  10000 (98.97%), best:    9900/10000 (99.00%), error:       334.41513, best error:       320.71365 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 844.2107543945s, input_fired_time: 8.5928707123, output_fired_time: 6.9651894569, propagate_forward_time: 310.2096862793, propagate_backward_time: 510.9421691895, weight_update_time: 0.7185657620, other_time: 7.5008239746
epoch time: 64.0016250610s, input_fired_time: 0.9645262361, output_fired_time: 0.0000000000, propagate_forward_time: 61.7362747192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3008232117
validation[          , genome 22724] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       336.36862, best error:       320.71365 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 843.2236328125s, input_fired_time: 8.5941019058, output_fired_time: 6.9649143219, propagate_forward_time: 309.8732910156, propagate_backward_time: 510.2286376953, weight_update_time: 0.7195215821, other_time: 7.5626831055
epoch time: 64.5539245605s, input_fired_time: 0.9634692669, output_fired_time: 0.0000000000, propagate_forward_time: 62.2752532959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3152008057
validation[          , genome 22724] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       351.58975, best error:       320.71365 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 844.1906127930s, input_fired_time: 8.6200008392, output_fired_time: 7.0019984245, propagate_forward_time: 310.3230590820, propagate_backward_time: 510.7361755371, weight_update_time: 0.7176249027, other_time: 7.5093688965
epoch time: 64.6188201904s, input_fired_time: 0.9744058251, output_fired_time: 0.0000000000, propagate_forward_time: 62.3411331177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3032798767
validation[          , genome 22724] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       341.30652, best error:       320.71365 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 844.0648193359s, input_fired_time: 8.6532192230, output_fired_time: 6.9687671661, propagate_forward_time: 310.5270080566, propagate_backward_time: 510.4057617188, weight_update_time: 0.7208866477, other_time: 7.5101318359
epoch time: 64.0146408081s, input_fired_time: 0.9619153142, output_fired_time: 0.0000000000, propagate_forward_time: 61.7392005920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3135261536
validation[          , genome 22724] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       345.45166, best error:       320.71365 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 845.4652099609s, input_fired_time: 8.6345739365, output_fired_time: 7.0039553642, propagate_forward_time: 310.6674194336, propagate_backward_time: 511.7082824707, weight_update_time: 0.7187908292, other_time: 7.4509582520
epoch time: 63.9606285095s, input_fired_time: 0.9639239311, output_fired_time: 0.0000000000, propagate_forward_time: 61.7023620605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2943420410
validation[          , genome 22724] predictions:    9897/  10000 (98.97%), best:    9900/10000 (99.00%), error:       331.02969, best error:       320.71365 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 843.4807128906s, input_fired_time: 8.6166877747, output_fired_time: 6.9760837555, propagate_forward_time: 310.0622863770, propagate_backward_time: 510.3457946777, weight_update_time: 0.7219472528, other_time: 7.4798889160
epoch time: 64.5913696289s, input_fired_time: 0.9668981433, output_fired_time: 0.0000000000, propagate_forward_time: 62.3378028870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2866668701
validation[          , genome 22724] predictions:    9899/  10000 (98.99%), best:    9900/10000 (99.00%), error:       332.88223, best error:       320.71365 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 841.0193481445s, input_fired_time: 8.5865621567, output_fired_time: 6.9929976463, propagate_forward_time: 309.0304260254, propagate_backward_time: 508.9114379883, weight_update_time: 0.7216274738, other_time: 7.4979858398
epoch time: 63.9102020264s, input_fired_time: 0.9670640826, output_fired_time: 0.0000000000, propagate_forward_time: 61.6364212036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3067169189
validation[          , genome 22724] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       343.31650, best error:       320.71365 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 846.1466674805s, input_fired_time: 8.6364488602, output_fired_time: 7.0141491890, propagate_forward_time: 311.2222290039, propagate_backward_time: 511.7227783203, weight_update_time: 0.7189609408, other_time: 7.5510253906
epoch time: 63.7535171509s, input_fired_time: 0.9732885957, output_fired_time: 0.0000000000, propagate_forward_time: 61.4926300049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2875976562
validation[          , genome 22724] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       354.74866, best error:       320.71365 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 845.3190917969s, input_fired_time: 8.6216392517, output_fired_time: 7.0047597885, propagate_forward_time: 310.7992248535, propagate_backward_time: 511.3270263672, weight_update_time: 0.7440121770, other_time: 7.5664062500
epoch time: 64.5235824585s, input_fired_time: 0.9670406580, output_fired_time: 0.0000000000, propagate_forward_time: 62.2520980835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3044433594
validation[          , genome 22724] predictions:    9895/  10000 (98.95%), best:    9900/10000 (99.00%), error:       335.16904, best error:       320.71365 on epoch:    86, 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: 322.7065734863s, input_fired_time: 4.8808650970, output_fired_time: 0.0000000000, propagate_forward_time: 311.2640075684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.5617065430
best training[          , genome 22724] predictions:   50000/  50000 (100.00%), best:    9900/10000 (99.00%), error:       105.17374, best error:       320.71365 on epoch:    86, 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: 64.4236984253s, input_fired_time: 0.9561668634, output_fired_time: 0.0000000000, propagate_forward_time: 62.1151084900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3524246216
   testing[          , genome 22724] predictions:    9917/  10000 (99.17%), best:    9900/10000 (99.00%), error:       283.65179, best error:       320.71365 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:28:45 (10558): called boinc_finish(0)

</stderr_txt>
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