Nameexact_genome_1508499903_23_14520_2
Workunit2263071
Created4 Dec 2017, 4:28:13 UTC
Sent4 Dec 2017, 4:40:36 UTC
Report deadline14 Jan 2018, 0:22:10 UTC
Received5 Dec 2017, 11:09:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time16 hours 26 min 36 sec
CPU time16 hours 26 min 36 sec
Validate stateValid
Credit10,205.13
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size167.79 MB
Peak swap size169.31 MB
Peak disk usage2.88 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 43.0733833313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3953742981
validation[          , genome 14520] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       474.70004, best error:       474.70004 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 554.7426757812s, input_fired_time: 6.8849191666, output_fired_time: 4.9147062302, propagate_forward_time: 216.5119934082, propagate_backward_time: 318.6782836914, weight_update_time: 0.5239802599, other_time: 7.7527160645
epoch time: 40.5613479614s, input_fired_time: 0.7380123734, output_fired_time: 0.0000000000, propagate_forward_time: 38.4823951721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3409385681
validation[          , genome 14520] predictions:    9823/  10000 (98.23%), best:    9864/10000 (98.64%), error:       524.30566, best error:       474.70004 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 514.9244384766s, input_fired_time: 6.6123661995, output_fired_time: 4.6260566711, propagate_forward_time: 199.9562835693, propagate_backward_time: 296.2105407715, weight_update_time: 0.5002086759, other_time: 7.5191955566
epoch time: 41.7642669678s, input_fired_time: 0.7209120989, output_fired_time: 0.0000000000, propagate_forward_time: 39.6961593628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3471946716
validation[          , genome 14520] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       444.00732, best error:       444.00732 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 493.3408203125s, input_fired_time: 6.4059915543, output_fired_time: 4.4356102943, propagate_forward_time: 190.8854827881, propagate_backward_time: 284.3677368164, weight_update_time: 0.4826832414, other_time: 7.2459716797
epoch time: 45.5696830750s, input_fired_time: 0.7666161060, output_fired_time: 0.0000000000, propagate_forward_time: 43.4015579224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4015083313
validation[          , genome 14520] predictions:    9843/  10000 (98.43%), best:    9860/10000 (98.60%), error:       517.39954, best error:       444.00732 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 516.2451171875s, input_fired_time: 6.6262216568, output_fired_time: 4.6402893066, propagate_forward_time: 199.7870025635, propagate_backward_time: 297.7258911133, weight_update_time: 0.5040041208, other_time: 7.4656982422
epoch time: 41.0910301208s, input_fired_time: 0.7448202372, output_fired_time: 0.0000000000, propagate_forward_time: 38.9899482727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3562622070
validation[          , genome 14520] predictions:    9845/  10000 (98.45%), best:    9860/10000 (98.60%), error:       503.11215, best error:       444.00732 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 491.8147583008s, input_fired_time: 6.4381814003, output_fired_time: 4.4227638245, propagate_forward_time: 190.3760375977, propagate_backward_time: 283.3168334961, weight_update_time: 0.4828201532, other_time: 7.2609558105
epoch time: 41.7296524048s, input_fired_time: 0.7201502919, output_fired_time: 0.0000000000, propagate_forward_time: 39.6588439941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3506584167
validation[          , genome 14520] predictions:    9850/  10000 (98.50%), best:    9860/10000 (98.60%), error:       462.42709, best error:       444.00732 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 526.6455688477s, input_fired_time: 6.6783862114, output_fired_time: 4.7049231529, propagate_forward_time: 204.8574066162, propagate_backward_time: 302.9160766602, weight_update_time: 0.5021204948, other_time: 7.4887695312
epoch time: 43.0509910583s, input_fired_time: 0.7420020700, output_fired_time: 0.0000000000, propagate_forward_time: 40.9597930908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3491973877
validation[          , genome 14520] predictions:    9810/  10000 (98.10%), best:    9860/10000 (98.60%), error:       630.43530, best error:       444.00732 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 525.0045166016s, input_fired_time: 6.6766233444, output_fired_time: 4.6838154793, propagate_forward_time: 203.8790740967, propagate_backward_time: 302.1834106445, weight_update_time: 0.5084396005, other_time: 7.5815429688
epoch time: 37.7955131531s, input_fired_time: 0.6831670403, output_fired_time: 0.0000000000, propagate_forward_time: 35.8652954102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2470512390
validation[          , genome 14520] predictions:    9795/  10000 (97.95%), best:    9860/10000 (98.60%), error:       655.62152, best error:       444.00732 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 510.5166625977s, input_fired_time: 6.6107292175, output_fired_time: 4.5920000076, propagate_forward_time: 198.2193145752, propagate_backward_time: 293.6538391113, weight_update_time: 0.4960273504, other_time: 7.4407653809
epoch time: 48.5277404785s, input_fired_time: 0.8159505725, output_fired_time: 0.0000000000, propagate_forward_time: 46.2279319763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4838562012
validation[          , genome 14520] predictions:    9821/  10000 (98.21%), best:    9860/10000 (98.60%), error:       525.93134, best error:       444.00732 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 527.2200927734s, input_fired_time: 6.8162512779, output_fired_time: 4.7155222893, propagate_forward_time: 204.4512786865, propagate_backward_time: 303.5071105957, weight_update_time: 0.5220490098, other_time: 7.7299499512
epoch time: 49.3544044495s, input_fired_time: 0.8332558870, output_fired_time: 0.0000000000, propagate_forward_time: 47.0340652466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4870834351
validation[          , genome 14520] predictions:    9853/  10000 (98.53%), best:    9860/10000 (98.60%), error:       487.33862, best error:       444.00732 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 511.0162048340s, input_fired_time: 6.5772948265, output_fired_time: 4.5792317390, propagate_forward_time: 198.5097198486, propagate_backward_time: 294.0080566406, weight_update_time: 0.4886355400, other_time: 7.3419189453
epoch time: 44.8056373596s, input_fired_time: 0.7570270896, output_fired_time: 0.0000000000, propagate_forward_time: 42.6480522156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4005584717
validation[          , genome 14520] predictions:    9851/  10000 (98.51%), best:    9860/10000 (98.60%), error:       491.63519, best error:       444.00732 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 510.1870117188s, input_fired_time: 6.5469222069, output_fired_time: 4.6128740311, propagate_forward_time: 197.8612518311, propagate_backward_time: 293.7956237793, weight_update_time: 0.4953382909, other_time: 7.3703308105
epoch time: 42.1635208130s, input_fired_time: 0.7640787363, output_fired_time: 0.0000000000, propagate_forward_time: 39.9991531372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4002876282
validation[          , genome 14520] predictions:    9811/  10000 (98.11%), best:    9860/10000 (98.60%), error:       558.89362, best error:       444.00732 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 512.2089233398s, input_fired_time: 6.5777521133, output_fired_time: 4.5626473427, propagate_forward_time: 198.7482452393, propagate_backward_time: 294.9833068848, weight_update_time: 0.4924507141, other_time: 7.3369445801
epoch time: 38.7386627197s, input_fired_time: 0.6950807571, output_fired_time: 0.0000000000, propagate_forward_time: 36.7457580566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2978248596
validation[          , genome 14520] predictions:    9838/  10000 (98.38%), best:    9860/10000 (98.60%), error:       490.43634, best error:       444.00732 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 480.5081176758s, input_fired_time: 6.3618597984, output_fired_time: 4.3518137932, propagate_forward_time: 185.3039703369, propagate_backward_time: 277.3699340820, weight_update_time: 0.4717458189, other_time: 7.1205444336
epoch time: 41.8213500977s, input_fired_time: 0.7240313292, output_fired_time: 0.0000000000, propagate_forward_time: 39.7571945190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3401260376
validation[          , genome 14520] predictions:    9851/  10000 (98.51%), best:    9860/10000 (98.60%), error:       454.79123, best error:       444.00732 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 523.9930419922s, input_fired_time: 6.6751246452, output_fired_time: 4.6623091698, propagate_forward_time: 203.4690093994, propagate_backward_time: 301.7655639648, weight_update_time: 0.4994678199, other_time: 7.4210815430
epoch time: 42.2687034607s, input_fired_time: 0.7306531072, output_fired_time: 0.0000000000, propagate_forward_time: 40.2293701172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3086814880
validation[          , genome 14520] predictions:    9829/  10000 (98.29%), best:    9860/10000 (98.60%), error:       549.19580, best error:       444.00732 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 492.2458496094s, input_fired_time: 6.4359517097, output_fired_time: 4.4435067177, propagate_forward_time: 190.7062683105, propagate_backward_time: 283.4022827148, weight_update_time: 0.4845567942, other_time: 7.2578430176
epoch time: 44.3824653625s, input_fired_time: 0.7438154221, output_fired_time: 0.0000000000, propagate_forward_time: 42.2660903931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3725585938
validation[          , genome 14520] predictions:    9845/  10000 (98.45%), best:    9860/10000 (98.60%), error:       494.42523, best error:       444.00732 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 479.5044555664s, input_fired_time: 6.2790799141, output_fired_time: 4.3545322418, propagate_forward_time: 185.1667022705, propagate_backward_time: 276.6725463867, weight_update_time: 0.4673086405, other_time: 7.0316162109
epoch time: 39.8359642029s, input_fired_time: 0.7017554641, output_fired_time: 0.0000000000, propagate_forward_time: 37.8534088135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2807998657
validation[          , genome 14520] predictions:    9841/  10000 (98.41%), best:    9860/10000 (98.60%), error:       494.46518, best error:       444.00732 on epoch:    16, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 504.1166992188s, input_fired_time: 6.5318474770, output_fired_time: 4.5416975021, propagate_forward_time: 195.2206115723, propagate_backward_time: 290.6389770508, weight_update_time: 0.4834946394, other_time: 7.1835632324
epoch time: 41.0050354004s, input_fired_time: 0.7163881063, output_fired_time: 0.0000000000, propagate_forward_time: 38.9724693298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3161773682
validation[          , genome 14520] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       395.93869, best error:       395.93869 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 503.8796386719s, input_fired_time: 6.5437045097, output_fired_time: 4.5242547989, propagate_forward_time: 195.0682830811, propagate_backward_time: 290.4122619629, weight_update_time: 0.4905760884, other_time: 7.3311462402
epoch time: 37.7619323730s, input_fired_time: 0.6804102659, output_fired_time: 0.0000000000, propagate_forward_time: 35.8304824829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2510414124
validation[          , genome 14520] predictions:    9861/  10000 (98.61%), best:    9878/10000 (98.78%), error:       452.73596, best error:       395.93869 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 499.1862792969s, input_fired_time: 6.5100216866, output_fired_time: 4.5143256187, propagate_forward_time: 193.7032775879, propagate_backward_time: 287.2435913086, weight_update_time: 0.4809524715, other_time: 7.2150878906
epoch time: 43.6630096436s, input_fired_time: 0.7491710782, output_fired_time: 0.0000000000, propagate_forward_time: 41.5583572388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3554801941
validation[          , genome 14520] predictions:    9859/  10000 (98.59%), best:    9878/10000 (98.78%), error:       466.40692, best error:       395.93869 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 520.5433959961s, input_fired_time: 6.6587619781, output_fired_time: 4.6770076752, propagate_forward_time: 202.1755981445, propagate_backward_time: 299.5824890137, weight_update_time: 0.5016451478, other_time: 7.4495544434
epoch time: 37.3692893982s, input_fired_time: 0.6745284796, output_fired_time: 0.0000000000, propagate_forward_time: 35.4698066711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2249526978
validation[          , genome 14520] predictions:    9868/  10000 (98.68%), best:    9878/10000 (98.78%), error:       419.28006, best error:       395.93869 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 500.0207519531s, input_fired_time: 6.4941086769, output_fired_time: 4.5003237724, propagate_forward_time: 193.2996368408, propagate_backward_time: 288.4329528809, weight_update_time: 0.4821993113, other_time: 7.2937316895
epoch time: 39.7899093628s, input_fired_time: 0.6990586519, output_fired_time: 0.0000000000, propagate_forward_time: 37.8133621216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2774887085
validation[          , genome 14520] predictions:    9861/  10000 (98.61%), best:    9878/10000 (98.78%), error:       458.18317, best error:       395.93869 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 575.4879760742s, input_fired_time: 7.0900177956, output_fired_time: 5.0639677048, propagate_forward_time: 224.8341827393, propagate_backward_time: 330.5728149414, weight_update_time: 0.5426582098, other_time: 7.9270019531
epoch time: 45.9903030396s, input_fired_time: 0.8066596985, output_fired_time: 0.0000000000, propagate_forward_time: 43.7532768250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4303665161
validation[          , genome 14520] predictions:    9844/  10000 (98.44%), best:    9878/10000 (98.78%), error:       522.93854, best error:       395.93869 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 536.6495971680s, input_fired_time: 6.8340907097, output_fired_time: 4.8053846359, propagate_forward_time: 208.8082580566, propagate_backward_time: 308.4300231934, weight_update_time: 0.5153954029, other_time: 7.7718505859
epoch time: 43.1290550232s, input_fired_time: 0.7480096817, output_fired_time: 0.0000000000, propagate_forward_time: 41.0271034241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3539428711
validation[          , genome 14520] predictions:    9833/  10000 (98.33%), best:    9878/10000 (98.78%), error:       530.73920, best error:       395.93869 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 511.1693115234s, input_fired_time: 6.6176028252, output_fired_time: 4.5637793541, propagate_forward_time: 198.3522644043, propagate_backward_time: 294.1697692871, weight_update_time: 0.4906005561, other_time: 7.4658813477
epoch time: 40.8251075745s, input_fired_time: 0.7442165613, output_fired_time: 0.0000000000, propagate_forward_time: 38.7489967346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3318939209
validation[          , genome 14520] predictions:    9814/  10000 (98.14%), best:    9878/10000 (98.78%), error:       599.69244, best error:       395.93869 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 533.5264892578s, input_fired_time: 6.8244981766, output_fired_time: 4.7810306549, propagate_forward_time: 206.7822418213, propagate_backward_time: 307.4181213379, weight_update_time: 0.5186829567, other_time: 7.7206115723
epoch time: 37.8646202087s, input_fired_time: 0.6891658902, output_fired_time: 0.0000000000, propagate_forward_time: 35.8326911926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3427619934
validation[          , genome 14520] predictions:    9831/  10000 (98.31%), best:    9878/10000 (98.78%), error:       527.34924, best error:       395.93869 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 491.4156799316s, input_fired_time: 6.4505257607, output_fired_time: 4.4704651833, propagate_forward_time: 190.6355743408, propagate_backward_time: 282.5985107422, weight_update_time: 0.4790047109, other_time: 7.2606201172
epoch time: 40.4822158813s, input_fired_time: 0.7139664292, output_fired_time: 0.0000000000, propagate_forward_time: 38.4229278564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3453216553
validation[          , genome 14520] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       377.36362, best error:       377.36362 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 511.7124328613s, input_fired_time: 6.6134190559, output_fired_time: 4.5584063530, propagate_forward_time: 198.6069335938, propagate_backward_time: 294.5274658203, weight_update_time: 0.4942547083, other_time: 7.4061889648
epoch time: 41.4999122620s, input_fired_time: 0.7387037277, output_fired_time: 0.0000000000, propagate_forward_time: 39.3985633850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3626441956
validation[          , genome 14520] predictions:    9871/  10000 (98.71%), best:    9887/10000 (98.87%), error:       427.83997, best error:       377.36362 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 505.6149902344s, input_fired_time: 6.5607290268, output_fired_time: 4.5185055733, propagate_forward_time: 195.8115997314, propagate_backward_time: 291.3489379883, weight_update_time: 0.4893197119, other_time: 7.3752441406
epoch time: 40.9474983215s, input_fired_time: 0.7190830112, output_fired_time: 0.0000000000, propagate_forward_time: 38.9383926392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2900238037
validation[          , genome 14520] predictions:    9869/  10000 (98.69%), best:    9887/10000 (98.87%), error:       416.23764, best error:       377.36362 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 491.0078735352s, input_fired_time: 6.4514183998, output_fired_time: 4.4524283409, propagate_forward_time: 189.8621673584, propagate_backward_time: 283.0278320312, weight_update_time: 0.4812743366, other_time: 7.2140502930
epoch time: 40.0764617920s, input_fired_time: 0.7193185687, output_fired_time: 0.0000000000, propagate_forward_time: 38.0432586670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3138847351
validation[          , genome 14520] predictions:    9851/  10000 (98.51%), best:    9887/10000 (98.87%), error:       457.17783, best error:       377.36362 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 578.6079711914s, input_fired_time: 7.2255768776, output_fired_time: 5.1300220490, propagate_forward_time: 225.6229705811, propagate_backward_time: 332.5122680664, weight_update_time: 0.5513472557, other_time: 8.1171264648
epoch time: 51.4310112000s, input_fired_time: 0.8587335944, output_fired_time: 0.0000000000, propagate_forward_time: 49.0641059875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5081710815
validation[          , genome 14520] predictions:    9881/  10000 (98.81%), best:    9887/10000 (98.87%), error:       407.57043, best error:       377.36362 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 531.0776977539s, input_fired_time: 6.8682708740, output_fired_time: 4.7727017403, propagate_forward_time: 205.8622741699, propagate_backward_time: 305.6707763672, weight_update_time: 0.5233572125, other_time: 7.9036560059
epoch time: 47.2905540466s, input_fired_time: 0.8073629141, output_fired_time: 0.0000000000, propagate_forward_time: 45.0553932190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4277992249
validation[          , genome 14520] predictions:    9872/  10000 (98.72%), best:    9887/10000 (98.87%), error:       409.28162, best error:       377.36362 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 548.1477661133s, input_fired_time: 7.0424451828, output_fired_time: 4.8858156204, propagate_forward_time: 212.8856201172, propagate_backward_time: 315.3391723633, weight_update_time: 0.5386471748, other_time: 7.9947509766
epoch time: 51.8446044922s, input_fired_time: 0.8705399632, output_fired_time: 0.0000000000, propagate_forward_time: 49.4518470764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5222167969
validation[          , genome 14520] predictions:    9881/  10000 (98.81%), best:    9887/10000 (98.87%), error:       382.51096, best error:       377.36362 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 534.4108276367s, input_fired_time: 6.9259200096, output_fired_time: 4.7875752449, propagate_forward_time: 207.7993469238, propagate_backward_time: 306.9707641602, weight_update_time: 0.5299543738, other_time: 7.9272155762
epoch time: 46.6839790344s, input_fired_time: 0.8016684651, output_fired_time: 0.0000000000, propagate_forward_time: 44.4444465637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4378623962
validation[          , genome 14520] predictions:    9862/  10000 (98.62%), best:    9887/10000 (98.87%), error:       410.10364, best error:       377.36362 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 587.0883789062s, input_fired_time: 7.2605838776, output_fired_time: 5.1763935089, propagate_forward_time: 229.3975677490, propagate_backward_time: 337.0964965820, weight_update_time: 0.5496776700, other_time: 8.1573486328
epoch time: 42.2708778381s, input_fired_time: 0.7710085511, output_fired_time: 0.0000000000, propagate_forward_time: 40.1315116882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3683586121
validation[          , genome 14520] predictions:    9873/  10000 (98.73%), best:    9887/10000 (98.87%), error:       426.02332, best error:       377.36362 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 569.0915527344s, input_fired_time: 7.1570386887, output_fired_time: 5.0070881844, propagate_forward_time: 221.6424865723, propagate_backward_time: 327.3976135254, weight_update_time: 0.5360968709, other_time: 7.8873291016
epoch time: 41.4211807251s, input_fired_time: 0.7383087873, output_fired_time: 0.0000000000, propagate_forward_time: 39.3410415649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3418312073
validation[          , genome 14520] predictions:    9859/  10000 (98.59%), best:    9887/10000 (98.87%), error:       428.10373, best error:       377.36362 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 562.5190429688s, input_fired_time: 7.0862789154, output_fired_time: 4.9505133629, propagate_forward_time: 220.1269836426, propagate_backward_time: 322.3193359375, weight_update_time: 0.5460408330, other_time: 8.0359191895
epoch time: 49.7613029480s, input_fired_time: 0.8465589285, output_fired_time: 0.0000000000, propagate_forward_time: 47.4120483398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5026969910
validation[          , genome 14520] predictions:    9883/  10000 (98.83%), best:    9887/10000 (98.87%), error:       399.02975, best error:       377.36362 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 562.6175537109s, input_fired_time: 7.1045417786, output_fired_time: 4.9883131981, propagate_forward_time: 218.9757537842, propagate_backward_time: 323.6374816895, weight_update_time: 0.5335413814, other_time: 7.9114074707
epoch time: 46.2105827332s, input_fired_time: 0.7998034358, output_fired_time: 0.0000000000, propagate_forward_time: 43.9711647034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4396133423
validation[          , genome 14520] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       371.04050, best error:       371.04050 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 555.0257568359s, input_fired_time: 7.0070633888, output_fired_time: 4.9173226357, propagate_forward_time: 216.9843139648, propagate_backward_time: 318.1613769531, weight_update_time: 0.5280823112, other_time: 7.9556884766
epoch time: 44.0508232117s, input_fired_time: 0.7635746598, output_fired_time: 0.0000000000, propagate_forward_time: 41.9082374573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3790092468
validation[          , genome 14520] predictions:    9872/  10000 (98.72%), best:    9883/10000 (98.83%), error:       402.49945, best error:       371.04050 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 582.7222290039s, input_fired_time: 7.2833223343, output_fired_time: 5.1281185150, propagate_forward_time: 228.1219940186, propagate_backward_time: 334.1105346680, weight_update_time: 0.5490963459, other_time: 8.0782470703
epoch time: 43.1010398865s, input_fired_time: 0.7605651617, output_fired_time: 0.0000000000, propagate_forward_time: 40.9603691101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3801040649
validation[          , genome 14520] predictions:    9890/  10000 (98.90%), best:    9883/10000 (98.83%), error:       374.33908, best error:       371.04050 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 567.5211791992s, input_fired_time: 7.1351308823, output_fired_time: 5.0246849060, propagate_forward_time: 221.6701660156, propagate_backward_time: 325.6655883789, weight_update_time: 0.5415133834, other_time: 8.0256347656
epoch time: 47.3715324402s, input_fired_time: 0.8032734394, output_fired_time: 0.0000000000, propagate_forward_time: 45.1172523499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4510078430
validation[          , genome 14520] predictions:    9847/  10000 (98.47%), best:    9883/10000 (98.83%), error:       466.95261, best error:       371.04050 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 580.1614379883s, input_fired_time: 7.2085905075, output_fired_time: 5.1013932228, propagate_forward_time: 227.0374450684, propagate_backward_time: 332.7295532227, weight_update_time: 0.5481682420, other_time: 8.0844421387
epoch time: 47.9247589111s, input_fired_time: 0.8204472065, output_fired_time: 0.0000000000, propagate_forward_time: 45.6506805420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4536323547
validation[          , genome 14520] predictions:    9868/  10000 (98.68%), best:    9883/10000 (98.83%), error:       434.12949, best error:       371.04050 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 549.5879516602s, input_fired_time: 7.0216302872, output_fired_time: 4.9151706696, propagate_forward_time: 213.6100921631, propagate_backward_time: 316.2621765137, weight_update_time: 0.5308868289, other_time: 7.7789001465
epoch time: 45.0886726379s, input_fired_time: 0.7955434322, output_fired_time: 0.0000000000, propagate_forward_time: 42.8783378601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4147911072
validation[          , genome 14520] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       347.14423, best error:       347.14423 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 543.9553222656s, input_fired_time: 6.9401702881, output_fired_time: 4.8403701782, propagate_forward_time: 211.8358001709, propagate_backward_time: 312.5457763672, weight_update_time: 0.5130268335, other_time: 7.7931518555
epoch time: 46.2323608398s, input_fired_time: 0.7893570065, output_fired_time: 0.0000000000, propagate_forward_time: 44.0362548828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4067497253
validation[          , genome 14520] predictions:    9870/  10000 (98.70%), best:    9887/10000 (98.87%), error:       424.55417, best error:       347.14423 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 553.8657836914s, input_fired_time: 6.9761624336, output_fired_time: 4.9313964844, propagate_forward_time: 215.3251342773, propagate_backward_time: 318.9820556641, weight_update_time: 0.5177449584, other_time: 7.6510620117
epoch time: 41.3249320984s, input_fired_time: 0.7405320406, output_fired_time: 0.0000000000, propagate_forward_time: 39.2623977661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3220024109
validation[          , genome 14520] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       346.25970, best error:       346.25970 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 525.4677124023s, input_fired_time: 6.8447427750, output_fired_time: 4.6928234100, propagate_forward_time: 204.6188049316, propagate_backward_time: 301.5405578613, weight_update_time: 0.5202363133, other_time: 7.7708129883
epoch time: 44.9710655212s, input_fired_time: 0.7990289330, output_fired_time: 0.0000000000, propagate_forward_time: 42.7236213684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4484138489
validation[          , genome 14520] predictions:    9889/  10000 (98.89%), best:    9887/10000 (98.87%), error:       368.47345, best error:       346.25970 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 561.0798950195s, input_fired_time: 7.0645694733, output_fired_time: 4.9611282349, propagate_forward_time: 218.9806213379, propagate_backward_time: 322.1297607422, weight_update_time: 0.5378589034, other_time: 7.9438171387
epoch time: 49.8909301758s, input_fired_time: 0.8302671313, output_fired_time: 0.0000000000, propagate_forward_time: 47.6127395630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4479217529
validation[          , genome 14520] predictions:    9882/  10000 (98.82%), best:    9887/10000 (98.87%), error:       360.88577, best error:       346.25970 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 541.8196411133s, input_fired_time: 6.9192810059, output_fired_time: 4.8064999580, propagate_forward_time: 210.6528167725, propagate_backward_time: 311.7586364746, weight_update_time: 0.5175468922, other_time: 7.6824035645
epoch time: 45.6287384033s, input_fired_time: 0.8040086031, output_fired_time: 0.0000000000, propagate_forward_time: 43.3664245605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4583053589
validation[          , genome 14520] predictions:    9878/  10000 (98.78%), best:    9887/10000 (98.87%), error:       364.12494, best error:       346.25970 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 584.6511840820s, input_fired_time: 7.2103629112, output_fired_time: 5.1138415337, propagate_forward_time: 228.4770355225, propagate_backward_time: 335.5867919922, weight_update_time: 0.5546005964, other_time: 8.2631225586
epoch time: 40.5544624329s, input_fired_time: 0.7149697542, output_fired_time: 0.0000000000, propagate_forward_time: 38.5516433716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2878494263
validation[          , genome 14520] predictions:    9892/  10000 (98.92%), best:    9887/10000 (98.87%), error:       346.85883, best error:       346.25970 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 540.2400512695s, input_fired_time: 6.7810254097, output_fired_time: 4.8470730782, propagate_forward_time: 209.7489471436, propagate_backward_time: 311.3719787598, weight_update_time: 0.5141799450, other_time: 7.4910583496
epoch time: 51.2951354980s, input_fired_time: 0.8427647948, output_fired_time: 0.0000000000, propagate_forward_time: 48.9766540527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4757156372
validation[          , genome 14520] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       337.52902, best error:       337.52902 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 571.7988891602s, input_fired_time: 7.2021799088, output_fired_time: 5.0629534721, propagate_forward_time: 223.7216796875, propagate_backward_time: 327.6839599609, weight_update_time: 0.5437423587, other_time: 8.1281127930
epoch time: 50.1902046204s, input_fired_time: 0.8251641989, output_fired_time: 0.0000000000, propagate_forward_time: 47.9233589172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4416809082
validation[          , genome 14520] predictions:    9904/  10000 (99.04%), best:    9894/10000 (98.94%), error:       364.94711, best error:       337.52902 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 605.3036499023s, input_fired_time: 7.2893171310, output_fired_time: 5.3045248985, propagate_forward_time: 236.8774719238, propagate_backward_time: 347.8056030273, weight_update_time: 0.5547789335, other_time: 8.0267639160
epoch time: 52.6763687134s, input_fired_time: 0.8726224303, output_fired_time: 0.0000000000, propagate_forward_time: 50.2905540466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5131912231
validation[          , genome 14520] predictions:    9892/  10000 (98.92%), best:    9894/10000 (98.94%), error:       348.63678, best error:       337.52902 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 536.7637939453s, input_fired_time: 6.8936176300, output_fired_time: 4.7834143639, propagate_forward_time: 208.1902770996, propagate_backward_time: 309.1343994141, weight_update_time: 0.5190292001, other_time: 7.7621154785
epoch time: 49.2760009766s, input_fired_time: 0.8223559856, output_fired_time: 0.0000000000, propagate_forward_time: 47.0034790039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4501647949
validation[          , genome 14520] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       325.34723, best error:       325.34723 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 557.9262084961s, input_fired_time: 6.9703116417, output_fired_time: 4.9388909340, propagate_forward_time: 217.3658447266, propagate_backward_time: 320.9414367676, weight_update_time: 0.5237873793, other_time: 7.7096862793
epoch time: 50.6094703674s, input_fired_time: 0.8519242406, output_fired_time: 0.0000000000, propagate_forward_time: 48.2877120972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4698333740
validation[          , genome 14520] predictions:    9862/  10000 (98.62%), best:    9899/10000 (98.99%), error:       416.25055, best error:       325.34723 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 557.6510009766s, input_fired_time: 6.9852557182, output_fired_time: 4.9482350349, propagate_forward_time: 216.7862548828, propagate_backward_time: 321.2608032227, weight_update_time: 0.5238754749, other_time: 7.6704711914
epoch time: 41.5991668701s, input_fired_time: 0.7333969474, output_fired_time: 0.0000000000, propagate_forward_time: 39.5621948242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3035736084
validation[          , genome 14520] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       338.38461, best error:       325.34723 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 544.6456298828s, input_fired_time: 6.8753323555, output_fired_time: 4.8749308586, propagate_forward_time: 211.7509460449, propagate_backward_time: 313.5172119141, weight_update_time: 0.5115309954, other_time: 7.6272277832
epoch time: 50.1001167297s, input_fired_time: 0.8229233027, output_fired_time: 0.0000000000, propagate_forward_time: 47.8418998718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4352951050
validation[          , genome 14520] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       338.35919, best error:       325.34723 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 546.8967895508s, input_fired_time: 6.8547229767, output_fired_time: 4.8148589134, propagate_forward_time: 212.6530303955, propagate_backward_time: 315.0594482422, weight_update_time: 0.5199472308, other_time: 7.5147094727
epoch time: 40.7390747070s, input_fired_time: 0.7198408842, output_fired_time: 0.0000000000, propagate_forward_time: 38.7577018738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2615318298
validation[          , genome 14520] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       360.29752, best error:       325.34723 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 539.4375000000s, input_fired_time: 6.8274655342, output_fired_time: 4.8108010292, propagate_forward_time: 209.8920288086, propagate_backward_time: 310.4143371582, weight_update_time: 0.5102458596, other_time: 7.4928894043
epoch time: 44.9634132385s, input_fired_time: 0.7707440853, output_fired_time: 0.0000000000, propagate_forward_time: 42.8342552185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3584136963
validation[          , genome 14520] predictions:    9892/  10000 (98.92%), best:    9899/10000 (98.99%), error:       351.38763, best error:       325.34723 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 522.5988769531s, input_fired_time: 6.6838712692, output_fired_time: 4.6919393539, propagate_forward_time: 202.3686218262, propagate_backward_time: 301.5390625000, weight_update_time: 0.4994219840, other_time: 7.3153686523
epoch time: 40.4653167725s, input_fired_time: 0.7157481313, output_fired_time: 0.0000000000, propagate_forward_time: 38.4878768921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2616920471
validation[          , genome 14520] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       337.53671, best error:       325.34723 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 522.6098022461s, input_fired_time: 6.6993412971, output_fired_time: 4.6876583099, propagate_forward_time: 202.4385070801, propagate_backward_time: 301.3989257812, weight_update_time: 0.5071145892, other_time: 7.3853759766
epoch time: 50.9845619202s, input_fired_time: 0.8606407642, output_fired_time: 0.0000000000, propagate_forward_time: 48.6169700623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5069503784
validation[          , genome 14520] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       338.79773, best error:       325.34723 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 557.7299194336s, input_fired_time: 7.0275664330, output_fired_time: 4.9730005264, propagate_forward_time: 217.6094970703, propagate_backward_time: 320.2333984375, weight_update_time: 0.5304543972, other_time: 7.8864135742
epoch time: 40.8191947937s, input_fired_time: 0.7202084661, output_fired_time: 0.0000000000, propagate_forward_time: 38.8582839966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2407035828
validation[          , genome 14520] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       331.86157, best error:       325.34723 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 549.0708618164s, input_fired_time: 6.9068188667, output_fired_time: 4.8599820137, propagate_forward_time: 213.8246612549, propagate_backward_time: 315.9703674316, weight_update_time: 0.5196939111, other_time: 7.5090637207
epoch time: 46.2277793884s, input_fired_time: 0.8270742893, output_fired_time: 0.0000000000, propagate_forward_time: 43.9485168457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4521865845
validation[          , genome 14520] predictions:    9878/  10000 (98.78%), best:    9899/10000 (98.99%), error:       400.99847, best error:       325.34723 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 551.6567993164s, input_fired_time: 6.9289903641, output_fired_time: 4.8978271484, propagate_forward_time: 214.4466094971, propagate_backward_time: 317.7013244629, weight_update_time: 0.5235684514, other_time: 7.6820373535
epoch time: 52.6172599792s, input_fired_time: 0.8574746847, output_fired_time: 0.0000000000, propagate_forward_time: 50.2678260803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4919586182
validation[          , genome 14520] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       337.42511, best error:       325.34723 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 540.9552001953s, input_fired_time: 6.8505568504, output_fired_time: 4.8177752495, propagate_forward_time: 210.7391510010, propagate_backward_time: 311.0299682617, weight_update_time: 0.5146245956, other_time: 7.5177612305
epoch time: 44.5082435608s, input_fired_time: 0.7745671272, output_fired_time: 0.0000000000, propagate_forward_time: 42.3719329834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3617439270
validation[          , genome 14520] predictions:    9878/  10000 (98.78%), best:    9899/10000 (98.99%), error:       386.58029, best error:       325.34723 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 566.0222778320s, input_fired_time: 7.1013140678, output_fired_time: 4.9984211922, propagate_forward_time: 220.9271392822, propagate_backward_time: 325.0571594238, weight_update_time: 0.5544070005, other_time: 7.9382629395
epoch time: 45.9281883240s, input_fired_time: 0.7854543924, output_fired_time: 0.0000000000, propagate_forward_time: 43.7705612183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3721733093
validation[          , genome 14520] predictions:    9892/  10000 (98.92%), best:    9899/10000 (98.99%), error:       367.36325, best error:       325.34723 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 580.8875122070s, input_fired_time: 7.1201624870, output_fired_time: 5.0875153542, propagate_forward_time: 226.7482910156, propagate_backward_time: 334.1128540039, weight_update_time: 0.5372322202, other_time: 7.8186645508
epoch time: 44.2236022949s, input_fired_time: 0.7589026690, output_fired_time: 0.0000000000, propagate_forward_time: 42.1411132812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3235855103
validation[          , genome 14520] predictions:    9890/  10000 (98.90%), best:    9899/10000 (98.99%), error:       368.75092, best error:       325.34723 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 565.9181518555s, input_fired_time: 7.0634217262, output_fired_time: 4.9862155914, propagate_forward_time: 220.1583557129, propagate_backward_time: 325.9102172852, weight_update_time: 0.5323002934, other_time: 7.7999572754
epoch time: 48.7832565308s, input_fired_time: 0.8426620364, output_fired_time: 0.0000000000, propagate_forward_time: 46.4744224548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4661712646
validation[          , genome 14520] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       335.18503, best error:       325.34723 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 552.7432861328s, input_fired_time: 6.9458451271, output_fired_time: 4.9260330200, propagate_forward_time: 215.1208343506, propagate_backward_time: 318.0602722168, weight_update_time: 0.5230073333, other_time: 7.6902770996
epoch time: 41.5360908508s, input_fired_time: 0.7282429338, output_fired_time: 0.0000000000, propagate_forward_time: 39.5511169434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2567291260
validation[          , genome 14520] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       343.61011, best error:       325.34723 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 513.0755615234s, input_fired_time: 6.6325945854, output_fired_time: 4.6038084030, propagate_forward_time: 198.8253936768, propagate_backward_time: 295.8357543945, weight_update_time: 0.4910340309, other_time: 7.1779785156
epoch time: 40.5998153687s, input_fired_time: 0.7229343653, output_fired_time: 0.0000000000, propagate_forward_time: 38.6127929688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2640876770
validation[          , genome 14520] predictions:    9892/  10000 (98.92%), best:    9899/10000 (98.99%), error:       366.07602, best error:       325.34723 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 547.4451293945s, input_fired_time: 6.8868112564, output_fired_time: 4.8815021515, propagate_forward_time: 212.6390533447, propagate_backward_time: 315.4525146484, weight_update_time: 0.5177372098, other_time: 7.5852050781
epoch time: 47.5868949890s, input_fired_time: 0.8083109260, output_fired_time: 0.0000000000, propagate_forward_time: 45.3574333191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4211502075
validation[          , genome 14520] predictions:    9893/  10000 (98.93%), best:    9899/10000 (98.99%), error:       350.01019, best error:       325.34723 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 588.0601196289s, input_fired_time: 7.1964015961, output_fired_time: 5.1898317337, propagate_forward_time: 229.9005889893, propagate_backward_time: 337.8868713379, weight_update_time: 0.5427539945, other_time: 7.8864440918
epoch time: 46.2811889648s, input_fired_time: 0.8152612448, output_fired_time: 0.0000000000, propagate_forward_time: 44.0109214783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4550056458
validation[          , genome 14520] predictions:    9886/  10000 (98.86%), best:    9899/10000 (98.99%), error:       358.09192, best error:       325.34723 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 537.4254760742s, input_fired_time: 6.8595690727, output_fired_time: 4.7924447060, propagate_forward_time: 208.7219238281, propagate_backward_time: 309.4826660156, weight_update_time: 0.5152672529, other_time: 7.5689086914
epoch time: 39.5039634705s, input_fired_time: 0.7557887435, output_fired_time: 0.0000000000, propagate_forward_time: 37.3908195496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3573570251
validation[          , genome 14520] predictions:    9855/  10000 (98.55%), best:    9899/10000 (98.99%), error:       482.89218, best error:       325.34723 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 580.3972778320s, input_fired_time: 7.1590828896, output_fired_time: 5.1073560715, propagate_forward_time: 226.8285980225, propagate_backward_time: 333.3954467773, weight_update_time: 0.5405814648, other_time: 7.9067993164
epoch time: 47.8362541199s, input_fired_time: 0.8063334227, output_fired_time: 0.0000000000, propagate_forward_time: 45.6137161255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4162063599
validation[          , genome 14520] predictions:    9886/  10000 (98.86%), best:    9899/10000 (98.99%), error:       378.75101, best error:       325.34723 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 520.3106079102s, input_fired_time: 6.7194285393, output_fired_time: 4.6486148834, propagate_forward_time: 201.3489379883, propagate_backward_time: 300.2078247070, weight_update_time: 0.5015076399, other_time: 7.3858032227
epoch time: 44.4965972900s, input_fired_time: 0.7931317687, output_fired_time: 0.0000000000, propagate_forward_time: 42.3110008240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3924636841
validation[          , genome 14520] predictions:    9891/  10000 (98.91%), best:    9899/10000 (98.99%), error:       339.15860, best error:       325.34723 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 561.1087646484s, input_fired_time: 7.0152912140, output_fired_time: 5.0076069832, propagate_forward_time: 218.3961944580, propagate_backward_time: 322.9638366699, weight_update_time: 0.5244767666, other_time: 7.7257995605
epoch time: 52.8754005432s, input_fired_time: 0.8623970747, output_fired_time: 0.0000000000, propagate_forward_time: 50.5243110657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4886932373
validation[          , genome 14520] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       348.29813, best error:       325.34723 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 543.0369262695s, input_fired_time: 6.8876347542, output_fired_time: 4.8257908821, propagate_forward_time: 211.4803771973, propagate_backward_time: 312.3327636719, weight_update_time: 0.5140674710, other_time: 7.5103454590
epoch time: 50.5925979614s, input_fired_time: 0.8533197045, output_fired_time: 0.0000000000, propagate_forward_time: 48.2618179321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4774589539
validation[          , genome 14520] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       345.72885, best error:       325.34723 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 556.6716918945s, input_fired_time: 7.1061000824, output_fired_time: 4.9484415054, propagate_forward_time: 215.9093627930, propagate_backward_time: 320.7947998047, weight_update_time: 0.5317271948, other_time: 7.9130249023
epoch time: 46.2982788086s, input_fired_time: 0.8029341102, output_fired_time: 0.0000000000, propagate_forward_time: 44.1054344177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3899116516
validation[          , genome 14520] predictions:    9880/  10000 (98.80%), best:    9899/10000 (98.99%), error:       371.62985, best error:       325.34723 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 557.9672241211s, input_fired_time: 7.0001425743, output_fired_time: 4.9563531876, propagate_forward_time: 216.9933319092, propagate_backward_time: 321.3027343750, weight_update_time: 0.5260149240, other_time: 7.7146606445
epoch time: 40.7599220276s, input_fired_time: 0.7254204154, output_fired_time: 0.0000000000, propagate_forward_time: 38.7400665283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2944335938
validation[          , genome 14520] predictions:    9886/  10000 (98.86%), best:    9899/10000 (98.99%), error:       348.71478, best error:       325.34723 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 517.5510864258s, input_fired_time: 6.7070503235, output_fired_time: 4.6203446388, propagate_forward_time: 200.8153686523, propagate_backward_time: 298.1148986816, weight_update_time: 0.5013475418, other_time: 7.2934265137
epoch time: 51.1234092712s, input_fired_time: 0.8657050729, output_fired_time: 0.0000000000, propagate_forward_time: 48.7721138000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4855918884
validation[          , genome 14520] predictions:    9890/  10000 (98.90%), best:    9899/10000 (98.99%), error:       331.78705, best error:       325.34723 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 524.1687011719s, input_fired_time: 6.7726674080, output_fired_time: 4.6801719666, propagate_forward_time: 203.3564758301, propagate_backward_time: 301.8811950684, weight_update_time: 0.5070853829, other_time: 7.4782104492
epoch time: 41.4699363708s, input_fired_time: 0.7383303046, output_fired_time: 0.0000000000, propagate_forward_time: 39.4430847168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2885208130
validation[          , genome 14520] predictions:    9891/  10000 (98.91%), best:    9899/10000 (98.99%), error:       349.67184, best error:       325.34723 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 545.2601928711s, input_fired_time: 6.9079213142, output_fired_time: 4.8704676628, propagate_forward_time: 212.1430358887, propagate_backward_time: 313.8465270996, weight_update_time: 0.5141551495, other_time: 7.4922485352
epoch time: 40.1172142029s, input_fired_time: 0.7214260697, output_fired_time: 0.0000000000, propagate_forward_time: 38.1253967285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2703895569
validation[          , genome 14520] predictions:    9895/  10000 (98.95%), best:    9899/10000 (98.99%), error:       342.71613, best error:       325.34723 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 530.7709350586s, input_fired_time: 6.7935242653, output_fired_time: 4.7434563637, propagate_forward_time: 206.4234161377, propagate_backward_time: 305.4577941895, weight_update_time: 0.5053033233, other_time: 7.3527526855
epoch time: 48.6151161194s, input_fired_time: 0.8171012998, output_fired_time: 0.0000000000, propagate_forward_time: 46.3961677551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4018478394
validation[          , genome 14520] predictions:    9895/  10000 (98.95%), best:    9899/10000 (98.99%), error:       350.16693, best error:       325.34723 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 526.6865234375s, input_fired_time: 7.0264449120, output_fired_time: 4.7025976181, propagate_forward_time: 204.5870361328, propagate_backward_time: 302.2345275879, weight_update_time: 0.5295147300, other_time: 8.1359558105
epoch time: 51.4321250916s, input_fired_time: 0.8615274429, output_fired_time: 0.0000000000, propagate_forward_time: 49.0718688965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4987297058
validation[          , genome 14520] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       342.00415, best error:       325.34723 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 577.0098876953s, input_fired_time: 7.1213994026, output_fired_time: 5.0885291100, propagate_forward_time: 224.6112518311, propagate_backward_time: 332.4103698730, weight_update_time: 0.5385000110, other_time: 7.7783508301
epoch time: 38.6241416931s, input_fired_time: 0.7490475178, output_fired_time: 0.0000000000, propagate_forward_time: 36.5204010010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3546943665
validation[          , genome 14520] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       345.27832, best error:       325.34723 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 486.6080322266s, input_fired_time: 6.7970790863, output_fired_time: 4.4323077202, propagate_forward_time: 188.3727111816, propagate_backward_time: 279.1893615723, weight_update_time: 0.5027129054, other_time: 7.8165588379
epoch time: 44.3397331238s, input_fired_time: 0.8100554347, output_fired_time: 0.0000000000, propagate_forward_time: 42.1154365540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4142417908
validation[          , genome 14520] predictions:    9886/  10000 (98.86%), best:    9899/10000 (98.99%), error:       349.07498, best error:       325.34723 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 579.9653320312s, input_fired_time: 7.2562456131, output_fired_time: 5.0980257988, propagate_forward_time: 226.2284545898, propagate_backward_time: 333.3786315918, weight_update_time: 0.5452515483, other_time: 8.0039978027
epoch time: 40.6231422424s, input_fired_time: 0.7386291027, output_fired_time: 0.0000000000, propagate_forward_time: 38.5899047852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2946090698
validation[          , genome 14520] predictions:    9890/  10000 (98.90%), best:    9899/10000 (98.99%), error:       359.52319, best error:       325.34723 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 523.5128784180s, input_fired_time: 6.8450713158, output_fired_time: 4.6826486588, propagate_forward_time: 203.3202819824, propagate_backward_time: 301.0328063965, weight_update_time: 0.5075120330, other_time: 7.6320495605
epoch time: 44.2039260864s, input_fired_time: 0.7785537839, output_fired_time: 0.0000000000, propagate_forward_time: 42.0488471985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3765258789
validation[          , genome 14520] predictions:    9892/  10000 (98.92%), best:    9899/10000 (98.99%), error:       359.88513, best error:       325.34723 on epoch:    66, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 227.0505371094s, input_fired_time: 3.9235653877, output_fired_time: 0.0000000000, propagate_forward_time: 216.0791778564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.0477905273
best training[          , genome 14520] predictions:   49991/  50000 (99.98%), best:    9899/10000 (98.99%), error:       204.54596, best error:       325.34723 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 46.2236328125s, input_fired_time: 0.7798699141, output_fired_time: 0.0000000000, propagate_forward_time: 43.9981536865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4456100464
   testing[          , genome 14520] predictions:    9902/  10000 (99.02%), best:    9899/10000 (98.99%), error:       286.51392, best error:       325.34723 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:09:30 (29230): called boinc_finish(0)

</stderr_txt>
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