Nameexact_genome_1512568488_41_6737_1
Workunit2604929
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline22 Dec 2017, 13:01:57 UTC
Received8 Dec 2017, 16:49:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time7 hours 33 min 1 sec
CPU time7 hours 31 min 57 sec
Validate stateValid
Credit3,659.88
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.63 MB
Peak swap size161.07 MB
Peak disk usage2.46 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
771.43555 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 245.9965667725s, input_fired_time: 2.6409401894, output_fired_time: 2.3063266277, propagate_forward_time: 93.0740890503, propagate_backward_time: 143.8305969238, weight_update_time: 0.2247370929, other_time: 4.1446228027
epoch time: 20.1025466919s, input_fired_time: 0.3295179307, output_fired_time: 0.0000000000, propagate_forward_time: 19.0436172485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7294120789
validation[          , genome  6737] predictions:    9757/  10000 (97.57%), best:    9763/10000 (97.63%), error:       794.61719, best error:       771.43555 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 246.3785705566s, input_fired_time: 2.6473827362, output_fired_time: 2.3125262260, propagate_forward_time: 93.1258773804, propagate_backward_time: 144.1154022217, weight_update_time: 0.2110502720, other_time: 4.1773834229
epoch time: 19.6755371094s, input_fired_time: 0.3362128735, output_fired_time: 0.0000000000, propagate_forward_time: 18.6341857910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7051391602
validation[          , genome  6737] predictions:    9749/  10000 (97.49%), best:    9763/10000 (97.63%), error:       819.13489, best error:       771.43555 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 246.8465423584s, input_fired_time: 2.6098930836, output_fired_time: 2.3027422428, propagate_forward_time: 93.4163589478, propagate_backward_time: 144.4724884033, weight_update_time: 0.2072635591, other_time: 4.0450592041
epoch time: 19.5956497192s, input_fired_time: 0.3368935883, output_fired_time: 0.0000000000, propagate_forward_time: 18.5287914276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7299652100
validation[          , genome  6737] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       741.97101, best error:       741.97101 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 246.4949188232s, input_fired_time: 2.6446270943, output_fired_time: 2.3221724033, propagate_forward_time: 93.1965408325, propagate_backward_time: 144.1671905518, weight_update_time: 0.2170669138, other_time: 4.1643829346
epoch time: 19.7671985626s, input_fired_time: 0.3327226937, output_fired_time: 0.0000000000, propagate_forward_time: 18.7166080475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7178668976
validation[          , genome  6737] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       771.81873, best error:       741.97101 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 247.3702697754s, input_fired_time: 2.6718487740, output_fired_time: 2.3394985199, propagate_forward_time: 93.6188278198, propagate_backward_time: 144.5923919678, weight_update_time: 0.2164064944, other_time: 4.1477203369
epoch time: 19.7948112488s, input_fired_time: 0.3288111389, output_fired_time: 0.0000000000, propagate_forward_time: 18.7327022552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7332973480
validation[          , genome  6737] predictions:    9769/  10000 (97.69%), best:    9776/10000 (97.76%), error:       764.61981, best error:       741.97101 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 248.8715667725s, input_fired_time: 2.6729278564, output_fired_time: 2.3378665447, propagate_forward_time: 94.1172485352, propagate_backward_time: 145.5913391113, weight_update_time: 0.2163815051, other_time: 4.1521911621
epoch time: 19.6348037720s, input_fired_time: 0.3321501911, output_fired_time: 0.0000000000, propagate_forward_time: 18.5896816254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7129726410
validation[          , genome  6737] predictions:    9737/  10000 (97.37%), best:    9776/10000 (97.76%), error:       850.33124, best error:       741.97101 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 247.3370361328s, input_fired_time: 2.6008448601, output_fired_time: 2.3350102901, propagate_forward_time: 93.6408615112, propagate_backward_time: 144.6841125488, weight_update_time: 0.2093033195, other_time: 4.0762023926
epoch time: 19.5972652435s, input_fired_time: 0.3272953629, output_fired_time: 0.0000000000, propagate_forward_time: 18.5447521210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7252178192
validation[          , genome  6737] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       659.31110, best error:       659.31110 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 247.0228424072s, input_fired_time: 2.6496889591, output_fired_time: 2.3323013783, propagate_forward_time: 93.4171829224, propagate_backward_time: 144.4375152588, weight_update_time: 0.2116747648, other_time: 4.1861419678
epoch time: 19.7014789581s, input_fired_time: 0.3261851966, output_fired_time: 0.0000000000, propagate_forward_time: 18.6711940765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7040996552
validation[          , genome  6737] predictions:    9758/  10000 (97.58%), best:    9805/10000 (98.05%), error:       772.75446, best error:       659.31110 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 245.3486022949s, input_fired_time: 2.6341457367, output_fired_time: 2.3084809780, propagate_forward_time: 92.6831283569, propagate_backward_time: 143.5686492920, weight_update_time: 0.2182574123, other_time: 4.1541900635
epoch time: 19.6684226990s, input_fired_time: 0.3403540552, output_fired_time: 0.0000000000, propagate_forward_time: 18.6009273529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7271404266
validation[          , genome  6737] predictions:    9649/  10000 (96.49%), best:    9805/10000 (98.05%), error:      1013.78308, best error:       659.31110 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 245.3429870605s, input_fired_time: 2.6109163761, output_fired_time: 2.3087339401, propagate_forward_time: 92.7063827515, propagate_backward_time: 143.6056060791, weight_update_time: 0.2091487795, other_time: 4.1113433838
epoch time: 19.9271278381s, input_fired_time: 0.3564152718, output_fired_time: 0.0000000000, propagate_forward_time: 18.8232345581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7474784851
validation[          , genome  6737] predictions:    9794/  10000 (97.94%), best:    9805/10000 (98.05%), error:       717.42358, best error:       659.31110 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 246.9572906494s, input_fired_time: 2.6533350945, output_fired_time: 2.3451893330, propagate_forward_time: 93.3692016602, propagate_backward_time: 144.4417724609, weight_update_time: 0.2127313912, other_time: 4.1477966309
epoch time: 19.9447650909s, input_fired_time: 0.3385224640, output_fired_time: 0.0000000000, propagate_forward_time: 18.8788471222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7273960114
validation[          , genome  6737] predictions:    9767/  10000 (97.67%), best:    9805/10000 (98.05%), error:       731.26202, best error:       659.31110 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 247.1417999268s, input_fired_time: 2.6387047768, output_fired_time: 2.3208930492, propagate_forward_time: 93.4418487549, propagate_backward_time: 144.5962829590, weight_update_time: 0.2104395926, other_time: 4.1440734863
epoch time: 19.8466987610s, input_fired_time: 0.3427371681, output_fired_time: 0.0000000000, propagate_forward_time: 18.8003101349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7036514282
validation[          , genome  6737] predictions:    9741/  10000 (97.41%), best:    9805/10000 (98.05%), error:       812.75385, best error:       659.31110 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 247.5305328369s, input_fired_time: 2.6564512253, output_fired_time: 2.3627014160, propagate_forward_time: 93.3393402100, propagate_backward_time: 145.0202484131, weight_update_time: 0.2158401161, other_time: 4.1517944336
epoch time: 19.7310161591s, input_fired_time: 0.3337565958, output_fired_time: 0.0000000000, propagate_forward_time: 18.6875514984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7097072601
validation[          , genome  6737] predictions:    9767/  10000 (97.67%), best:    9805/10000 (98.05%), error:       741.78375, best error:       659.31110 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 246.8593444824s, input_fired_time: 2.6233696938, output_fired_time: 2.3175098896, propagate_forward_time: 93.2456893921, propagate_backward_time: 144.5609283447, weight_update_time: 0.2148697674, other_time: 4.1118621826
epoch time: 19.8203029633s, input_fired_time: 0.3405236006, output_fired_time: 0.0000000000, propagate_forward_time: 18.7511253357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7286548615
validation[          , genome  6737] predictions:    9787/  10000 (97.87%), best:    9805/10000 (98.05%), error:       691.24005, best error:       659.31110 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 249.4089660645s, input_fired_time: 2.6353483200, output_fired_time: 2.3557441235, propagate_forward_time: 94.5717163086, propagate_backward_time: 145.7277069092, weight_update_time: 0.2132364661, other_time: 4.1184539795
epoch time: 20.0067939758s, input_fired_time: 0.3410627544, output_fired_time: 0.0000000000, propagate_forward_time: 18.9473381042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7183933258
validation[          , genome  6737] predictions:    9783/  10000 (97.83%), best:    9805/10000 (98.05%), error:       700.85400, best error:       659.31110 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 247.7720184326s, input_fired_time: 2.6640503407, output_fired_time: 2.3441503048, propagate_forward_time: 93.8109817505, propagate_backward_time: 144.8318023682, weight_update_time: 0.2096052617, other_time: 4.1210479736
epoch time: 19.6315822601s, input_fired_time: 0.3433207273, output_fired_time: 0.0000000000, propagate_forward_time: 18.5664691925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7217922211
validation[          , genome  6737] predictions:    9778/  10000 (97.78%), best:    9805/10000 (98.05%), error:       705.23755, best error:       659.31110 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 248.8093109131s, input_fired_time: 2.6856899261, output_fired_time: 2.3276269436, propagate_forward_time: 94.0282363892, propagate_backward_time: 145.5530090332, weight_update_time: 0.2147065997, other_time: 4.2147521973
epoch time: 19.7128753662s, input_fired_time: 0.3401458859, output_fired_time: 0.0000000000, propagate_forward_time: 18.6594066620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7133235931
validation[          , genome  6737] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       665.44916, best error:       659.31110 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 247.8863677979s, input_fired_time: 2.6350007057, output_fired_time: 2.3117582798, propagate_forward_time: 93.8072738647, propagate_backward_time: 145.1237335205, weight_update_time: 0.2079818696, other_time: 4.0086212158
epoch time: 19.7757759094s, input_fired_time: 0.3313161731, output_fired_time: 0.0000000000, propagate_forward_time: 18.7187938690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7256660461
validation[          , genome  6737] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       670.36108, best error:       659.31110 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 246.9715118408s, input_fired_time: 2.6363480091, output_fired_time: 2.3227341175, propagate_forward_time: 93.4040145874, propagate_backward_time: 144.4855804443, weight_update_time: 0.2109936327, other_time: 4.1228179932
epoch time: 20.4547176361s, input_fired_time: 0.3493190706, output_fired_time: 0.0000000000, propagate_forward_time: 19.3196010590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7857971191
validation[          , genome  6737] predictions:    9703/  10000 (97.03%), best:    9805/10000 (98.05%), error:       903.04907, best error:       659.31110 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 247.3462677002s, input_fired_time: 2.6521904469, output_fired_time: 2.3170523643, propagate_forward_time: 93.6572418213, propagate_backward_time: 144.5789642334, weight_update_time: 0.2105416507, other_time: 4.1408233643
epoch time: 19.8036537170s, input_fired_time: 0.3353431225, output_fired_time: 0.0000000000, propagate_forward_time: 18.7459526062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7223587036
validation[          , genome  6737] predictions:    9749/  10000 (97.49%), best:    9805/10000 (98.05%), error:       762.34546, best error:       659.31110 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 247.4662780762s, input_fired_time: 2.6456961632, output_fired_time: 2.3271811008, propagate_forward_time: 93.6228942871, propagate_backward_time: 144.7958374023, weight_update_time: 0.2144958824, other_time: 4.0746765137
epoch time: 19.7004127502s, input_fired_time: 0.3378631175, output_fired_time: 0.0000000000, propagate_forward_time: 18.6365871429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7259616852
validation[          , genome  6737] predictions:    9790/  10000 (97.90%), best:    9805/10000 (98.05%), error:       709.67303, best error:       659.31110 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 246.1893157959s, input_fired_time: 2.6785578728, output_fired_time: 2.3246207237, propagate_forward_time: 93.1562194824, propagate_backward_time: 143.8969726563, weight_update_time: 0.2180016190, other_time: 4.1329498291
epoch time: 19.6839885712s, input_fired_time: 0.3358635604, output_fired_time: 0.0000000000, propagate_forward_time: 18.6131057739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7350196838
validation[          , genome  6737] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       638.64349, best error:       638.64349 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 247.5148468018s, input_fired_time: 2.6436376572, output_fired_time: 2.3391838074, propagate_forward_time: 93.5878372192, propagate_backward_time: 144.8467102051, weight_update_time: 0.2136707008, other_time: 4.0974731445
epoch time: 19.7810153961s, input_fired_time: 0.3350380659, output_fired_time: 0.0000000000, propagate_forward_time: 18.7336845398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7122936249
validation[          , genome  6737] predictions:    9783/  10000 (97.83%), best:    9810/10000 (98.10%), error:       671.18127, best error:       638.64349 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 248.2825927734s, input_fired_time: 2.6492438316, output_fired_time: 2.3463833332, propagate_forward_time: 93.9659271240, propagate_backward_time: 145.2108154297, weight_update_time: 0.2140460759, other_time: 4.1102142334
epoch time: 19.7577686310s, input_fired_time: 0.3447004557, output_fired_time: 0.0000000000, propagate_forward_time: 18.6734619141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7396068573
validation[          , genome  6737] predictions:    9797/  10000 (97.97%), best:    9810/10000 (98.10%), error:       672.73041, best error:       638.64349 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 246.3038024902s, input_fired_time: 2.6340198517, output_fired_time: 2.3177909851, propagate_forward_time: 93.1358489990, propagate_backward_time: 144.0818328857, weight_update_time: 0.2099282742, other_time: 4.1343078613
epoch time: 19.6532211304s, input_fired_time: 0.3354995251, output_fired_time: 0.0000000000, propagate_forward_time: 18.5936660767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7240562439
validation[          , genome  6737] predictions:    9798/  10000 (97.98%), best:    9810/10000 (98.10%), error:       659.12775, best error:       638.64349 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 246.1152954102s, input_fired_time: 2.6621420383, output_fired_time: 2.3199255466, propagate_forward_time: 93.0656738281, propagate_backward_time: 143.9257812500, weight_update_time: 0.2115862221, other_time: 4.1417694092
epoch time: 19.6125392914s, input_fired_time: 0.3372158408, output_fired_time: 0.0000000000, propagate_forward_time: 18.5529766083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7223472595
validation[          , genome  6737] predictions:    9786/  10000 (97.86%), best:    9810/10000 (98.10%), error:       718.34973, best error:       638.64349 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 247.0174865723s, input_fired_time: 2.6387503147, output_fired_time: 2.3079566956, propagate_forward_time: 93.3505325317, propagate_backward_time: 144.5732269287, weight_update_time: 0.2161994129, other_time: 4.1470184326
epoch time: 19.7028427124s, input_fired_time: 0.3453774452, output_fired_time: 0.0000000000, propagate_forward_time: 18.6364955902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7209701538
validation[          , genome  6737] predictions:    9772/  10000 (97.72%), best:    9810/10000 (98.10%), error:       732.55066, best error:       638.64349 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 246.1341552734s, input_fired_time: 2.6883022785, output_fired_time: 2.3162035942, propagate_forward_time: 93.0432586670, propagate_backward_time: 143.8981781006, weight_update_time: 0.2118415236, other_time: 4.1882019043
epoch time: 19.8205642700s, input_fired_time: 0.3547508419, output_fired_time: 0.0000000000, propagate_forward_time: 18.7225914001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7432212830
validation[          , genome  6737] predictions:    9771/  10000 (97.71%), best:    9810/10000 (98.10%), error:       758.48071, best error:       638.64349 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 245.2175750732s, input_fired_time: 2.6549956799, output_fired_time: 2.3110535145, propagate_forward_time: 92.6515121460, propagate_backward_time: 143.4433898926, weight_update_time: 0.2129148692, other_time: 4.1566162109
epoch time: 19.7204303741s, input_fired_time: 0.3397678435, output_fired_time: 0.0000000000, propagate_forward_time: 18.6529121399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7277507782
validation[          , genome  6737] predictions:    9781/  10000 (97.81%), best:    9810/10000 (98.10%), error:       703.44116, best error:       638.64349 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 247.6848449707s, input_fired_time: 2.6438837051, output_fired_time: 2.3443274498, propagate_forward_time: 93.5029296875, propagate_backward_time: 145.0620574951, weight_update_time: 0.2237747312, other_time: 4.1316375732
epoch time: 19.7552032471s, input_fired_time: 0.3427930474, output_fired_time: 0.0000000000, propagate_forward_time: 18.6955490112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7168617249
validation[          , genome  6737] predictions:    9780/  10000 (97.80%), best:    9810/10000 (98.10%), error:       723.86926, best error:       638.64349 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 248.0411834717s, input_fired_time: 2.6941173077, output_fired_time: 2.3564627171, propagate_forward_time: 93.6509475708, propagate_backward_time: 145.1781921387, weight_update_time: 0.2095446289, other_time: 4.1614685059
epoch time: 20.3241767883s, input_fired_time: 0.3561478853, output_fired_time: 0.0000000000, propagate_forward_time: 19.2216663361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7463626862
validation[          , genome  6737] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       692.66992, best error:       638.64349 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 246.2892303467s, input_fired_time: 2.6600372791, output_fired_time: 2.3169531822, propagate_forward_time: 93.3297500610, propagate_backward_time: 143.8531341553, weight_update_time: 0.2108223885, other_time: 4.1293487549
epoch time: 19.8187351227s, input_fired_time: 0.3452281356, output_fired_time: 0.0000000000, propagate_forward_time: 18.7587451935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7147617340
validation[          , genome  6737] predictions:    9767/  10000 (97.67%), best:    9810/10000 (98.10%), error:       756.23401, best error:       638.64349 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 248.4145965576s, input_fired_time: 2.6544024944, output_fired_time: 2.3657910824, propagate_forward_time: 94.0676498413, propagate_backward_time: 145.1777343750, weight_update_time: 0.2073152214, other_time: 4.1490173340
epoch time: 19.5814456940s, input_fired_time: 0.3331553936, output_fired_time: 0.0000000000, propagate_forward_time: 18.5346984863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7135925293
validation[          , genome  6737] predictions:    9754/  10000 (97.54%), best:    9810/10000 (98.10%), error:       809.90491, best error:       638.64349 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 245.9079589844s, input_fired_time: 2.6658239365, output_fired_time: 2.3259420395, propagate_forward_time: 92.9763412476, propagate_backward_time: 143.7973785400, weight_update_time: 0.2165658474, other_time: 4.1424713135
epoch time: 19.8471069336s, input_fired_time: 0.3364068568, output_fired_time: 0.0000000000, propagate_forward_time: 18.7784595490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7322406769
validation[          , genome  6737] predictions:    9829/  10000 (98.29%), best:    9829/10000 (98.29%), error:       592.89288, best error:       592.89288 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 247.2328338623s, input_fired_time: 2.6491687298, output_fired_time: 2.3323071003, propagate_forward_time: 93.4950180054, propagate_backward_time: 144.5660095215, weight_update_time: 0.2117318064, other_time: 4.1903381348
epoch time: 19.6848011017s, input_fired_time: 0.3506391048, output_fired_time: 0.0000000000, propagate_forward_time: 18.6040802002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7300815582
validation[          , genome  6737] predictions:    9753/  10000 (97.53%), best:    9829/10000 (98.29%), error:       786.08673, best error:       592.89288 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 247.4295196533s, input_fired_time: 2.6854221821, output_fired_time: 2.3369927406, propagate_forward_time: 93.4893798828, propagate_backward_time: 144.7525634766, weight_update_time: 0.2131502479, other_time: 4.1651611328
epoch time: 19.6233921051s, input_fired_time: 0.3342412412, output_fired_time: 0.0000000000, propagate_forward_time: 18.5611782074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7279720306
validation[          , genome  6737] predictions:    9792/  10000 (97.92%), best:    9829/10000 (98.29%), error:       692.32898, best error:       592.89288 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 245.6980133057s, input_fired_time: 2.6683914661, output_fired_time: 2.3101222515, propagate_forward_time: 92.8853683472, propagate_backward_time: 143.6994628906, weight_update_time: 0.2157839090, other_time: 4.1346740723
epoch time: 20.0469932556s, input_fired_time: 0.3423902988, output_fired_time: 0.0000000000, propagate_forward_time: 18.9597263336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7448768616
validation[          , genome  6737] predictions:    9778/  10000 (97.78%), best:    9829/10000 (98.29%), error:       737.46838, best error:       592.89288 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 247.8119964600s, input_fired_time: 2.6469459534, output_fired_time: 2.3392357826, propagate_forward_time: 93.7979660034, propagate_backward_time: 144.9107360840, weight_update_time: 0.2094087154, other_time: 4.1171264648
epoch time: 19.8176212311s, input_fired_time: 0.3379008770, output_fired_time: 0.0000000000, propagate_forward_time: 18.7435512543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7361698151
validation[          , genome  6737] predictions:    9777/  10000 (97.77%), best:    9829/10000 (98.29%), error:       701.48383, best error:       592.89288 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 245.6099853516s, input_fired_time: 2.6720986366, output_fired_time: 2.3130834103, propagate_forward_time: 92.8141403198, propagate_backward_time: 143.6525115967, weight_update_time: 0.2148427218, other_time: 4.1581573486
epoch time: 19.9760761261s, input_fired_time: 0.3445478082, output_fired_time: 0.0000000000, propagate_forward_time: 18.9048366547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7266921997
validation[          , genome  6737] predictions:    9774/  10000 (97.74%), best:    9829/10000 (98.29%), error:       728.74084, best error:       592.89288 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 246.7123413086s, input_fired_time: 2.6672718525, output_fired_time: 2.3136839867, propagate_forward_time: 93.2830963135, propagate_backward_time: 144.2841186523, weight_update_time: 0.2107133120, other_time: 4.1641693115
epoch time: 19.7921714783s, input_fired_time: 0.3454316556, output_fired_time: 0.0000000000, propagate_forward_time: 18.7191066742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7276325226
validation[          , genome  6737] predictions:    9729/  10000 (97.29%), best:    9829/10000 (98.29%), error:       862.96460, best error:       592.89288 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 246.1582183838s, input_fired_time: 2.6707642078, output_fired_time: 2.3213291168, propagate_forward_time: 93.1112442017, propagate_backward_time: 143.9022674561, weight_update_time: 0.2121584415, other_time: 4.1526031494
epoch time: 19.7658729553s, input_fired_time: 0.3347747624, output_fired_time: 0.0000000000, propagate_forward_time: 18.7210083008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7100906372
validation[          , genome  6737] predictions:    9768/  10000 (97.68%), best:    9829/10000 (98.29%), error:       755.69836, best error:       592.89288 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 246.2268371582s, input_fired_time: 2.6619145870, output_fired_time: 2.3126387596, propagate_forward_time: 93.1327972412, propagate_backward_time: 143.9709472656, weight_update_time: 0.2119842023, other_time: 4.1485443115
epoch time: 19.8647212982s, input_fired_time: 0.3518824875, output_fired_time: 0.0000000000, propagate_forward_time: 18.8010444641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7117938995
validation[          , genome  6737] predictions:    9789/  10000 (97.89%), best:    9829/10000 (98.29%), error:       677.88580, best error:       592.89288 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 247.5077972412s, input_fired_time: 2.6656608582, output_fired_time: 2.3213055134, propagate_forward_time: 93.6830062866, propagate_backward_time: 144.7416381836, weight_update_time: 0.2145639211, other_time: 4.0961914063
epoch time: 19.7453899384s, input_fired_time: 0.3397331834, output_fired_time: 0.0000000000, propagate_forward_time: 18.6908035278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7148532867
validation[          , genome  6737] predictions:    9816/  10000 (98.16%), best:    9829/10000 (98.29%), error:       616.58167, best error:       592.89288 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 249.5658111572s, input_fired_time: 2.6377940178, output_fired_time: 2.3174340725, propagate_forward_time: 94.3750839233, propagate_backward_time: 146.0959625244, weight_update_time: 0.2128055543, other_time: 4.1395416260
epoch time: 19.6513309479s, input_fired_time: 0.3423104584, output_fired_time: 0.0000000000, propagate_forward_time: 18.5848636627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7241573334
validation[          , genome  6737] predictions:    9782/  10000 (97.82%), best:    9829/10000 (98.29%), error:       706.39001, best error:       592.89288 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 245.5635528564s, input_fired_time: 2.6724035740, output_fired_time: 2.3095669746, propagate_forward_time: 92.8241043091, propagate_backward_time: 143.5679016113, weight_update_time: 0.2122451663, other_time: 4.1895751953
epoch time: 19.8468818665s, input_fired_time: 0.3403100073, output_fired_time: 0.0000000000, propagate_forward_time: 18.7860851288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7204875946
validation[          , genome  6737] predictions:    9795/  10000 (97.95%), best:    9829/10000 (98.29%), error:       660.38788, best error:       592.89288 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 246.8074798584s, input_fired_time: 2.6550462246, output_fired_time: 2.3024437428, propagate_forward_time: 93.4067230225, propagate_backward_time: 144.2628784180, weight_update_time: 0.2154275477, other_time: 4.1803894043
epoch time: 20.0998668671s, input_fired_time: 0.3457769156, output_fired_time: 0.0000000000, propagate_forward_time: 19.0309925079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7230968475
validation[          , genome  6737] predictions:    9790/  10000 (97.90%), best:    9829/10000 (98.29%), error:       672.94849, best error:       592.89288 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 246.4640197754s, input_fired_time: 2.6804206371, output_fired_time: 2.3166651726, propagate_forward_time: 93.1452865601, propagate_backward_time: 144.1371612549, weight_update_time: 0.2137097567, other_time: 4.1844940186
epoch time: 19.8192272186s, input_fired_time: 0.3528316319, output_fired_time: 0.0000000000, propagate_forward_time: 18.7396430969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7267532349
validation[          , genome  6737] predictions:    9718/  10000 (97.18%), best:    9829/10000 (98.29%), error:       921.26367, best error:       592.89288 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 249.5032043457s, input_fired_time: 2.6746313572, output_fired_time: 2.3463976383, propagate_forward_time: 94.3269882202, propagate_backward_time: 146.0057983398, weight_update_time: 0.2100189030, other_time: 4.1493835449
epoch time: 20.1619510651s, input_fired_time: 0.3421383202, output_fired_time: 0.0000000000, propagate_forward_time: 19.0565052032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7633075714
validation[          , genome  6737] predictions:    9804/  10000 (98.04%), best:    9829/10000 (98.29%), error:       645.45612, best error:       592.89288 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 248.7131347656s, input_fired_time: 2.6890265942, output_fired_time: 2.3341956139, propagate_forward_time: 93.8859786987, propagate_backward_time: 145.6255798340, weight_update_time: 0.2118779272, other_time: 4.1783447266
epoch time: 19.7572250366s, input_fired_time: 0.3524903357, output_fired_time: 0.0000000000, propagate_forward_time: 18.6761760712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7285594940
validation[          , genome  6737] predictions:    9796/  10000 (97.96%), best:    9829/10000 (98.29%), error:       643.03033, best error:       592.89288 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 245.5690917969s, input_fired_time: 2.6422204971, output_fired_time: 2.3057076931, propagate_forward_time: 92.8958358765, propagate_backward_time: 143.6298217773, weight_update_time: 0.2104295045, other_time: 4.0954895020
epoch time: 19.7757453918s, input_fired_time: 0.3358815014, output_fired_time: 0.0000000000, propagate_forward_time: 18.7120666504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7277965546
validation[          , genome  6737] predictions:    9806/  10000 (98.06%), best:    9829/10000 (98.29%), error:       643.54065, best error:       592.89288 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 248.2704010010s, input_fired_time: 2.7089958191, output_fired_time: 2.3479585648, propagate_forward_time: 93.8774490356, propagate_backward_time: 145.1672363281, weight_update_time: 0.2117168903, other_time: 4.1687622070
epoch time: 19.6855106354s, input_fired_time: 0.3469439745, output_fired_time: 0.0000000000, propagate_forward_time: 18.6146316528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7239341736
validation[          , genome  6737] predictions:    9766/  10000 (97.66%), best:    9829/10000 (98.29%), error:       732.34991, best error:       592.89288 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 248.6304321289s, input_fired_time: 2.6557290554, output_fired_time: 2.3287110329, propagate_forward_time: 94.1219482422, propagate_backward_time: 145.4211425781, weight_update_time: 0.2131727636, other_time: 4.1029052734
epoch time: 19.7521381378s, input_fired_time: 0.3375200927, output_fired_time: 0.0000000000, propagate_forward_time: 18.6883602142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7262573242
validation[          , genome  6737] predictions:    9798/  10000 (97.98%), best:    9829/10000 (98.29%), error:       616.84692, best error:       592.89288 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 247.1510467529s, input_fired_time: 2.6980478764, output_fired_time: 2.3059175014, propagate_forward_time: 93.4459152222, propagate_backward_time: 144.4723052979, weight_update_time: 0.2132310718, other_time: 4.2288665771
epoch time: 19.5371017456s, input_fired_time: 0.3463222384, output_fired_time: 0.0000000000, propagate_forward_time: 18.4678859711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7228927612
validation[          , genome  6737] predictions:    9806/  10000 (98.06%), best:    9829/10000 (98.29%), error:       633.46979, best error:       592.89288 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 247.3916778564s, input_fired_time: 2.6351308823, output_fired_time: 2.3223817348, propagate_forward_time: 93.4928359985, propagate_backward_time: 144.8145904541, weight_update_time: 0.2129569501, other_time: 4.1267242432
epoch time: 19.8519573212s, input_fired_time: 0.3364522755, output_fired_time: 0.0000000000, propagate_forward_time: 18.7908878326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7246170044
validation[          , genome  6737] predictions:    9788/  10000 (97.88%), best:    9829/10000 (98.29%), error:       740.71790, best error:       592.89288 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 248.0681304932s, input_fired_time: 2.6700747013, output_fired_time: 2.3377273083, propagate_forward_time: 93.8939590454, propagate_backward_time: 145.0371246338, weight_update_time: 0.2122126222, other_time: 4.1292572021
epoch time: 20.1365222931s, input_fired_time: 0.3486828804, output_fired_time: 0.0000000000, propagate_forward_time: 19.0763168335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7115230560
validation[          , genome  6737] predictions:    9767/  10000 (97.67%), best:    9829/10000 (98.29%), error:       761.67798, best error:       592.89288 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 246.3326416016s, input_fired_time: 2.6774470806, output_fired_time: 2.3096716404, propagate_forward_time: 93.2420425415, propagate_backward_time: 143.9726104736, weight_update_time: 0.2120244652, other_time: 4.1308746338
epoch time: 19.7152786255s, input_fired_time: 0.3447710574, output_fired_time: 0.0000000000, propagate_forward_time: 18.6383666992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7321414948
validation[          , genome  6737] predictions:    9820/  10000 (98.20%), best:    9829/10000 (98.29%), error:       609.02557, best error:       592.89288 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 246.7578277588s, input_fired_time: 2.6806797981, output_fired_time: 2.3212006092, propagate_forward_time: 93.4266891479, propagate_backward_time: 144.2328491211, weight_update_time: 0.2103879899, other_time: 4.0964050293
epoch time: 19.9558696747s, input_fired_time: 0.3491913974, output_fired_time: 0.0000000000, propagate_forward_time: 18.8538951874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7527828217
validation[          , genome  6737] predictions:    9818/  10000 (98.18%), best:    9829/10000 (98.29%), error:       615.13574, best error:       592.89288 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 248.8811950684s, input_fired_time: 2.6631631851, output_fired_time: 2.3298721313, propagate_forward_time: 94.0840911865, propagate_backward_time: 145.6841583252, weight_update_time: 0.2110528797, other_time: 4.1199035645
epoch time: 20.0808296204s, input_fired_time: 0.3413698971, output_fired_time: 0.0000000000, propagate_forward_time: 19.0036869049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7357730865
validation[          , genome  6737] predictions:    9823/  10000 (98.23%), best:    9823/10000 (98.23%), error:       566.59088, best error:       566.59088 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 246.4943542480s, input_fired_time: 2.6696093082, output_fired_time: 2.3379478455, propagate_forward_time: 93.3114166260, propagate_backward_time: 144.0454254150, weight_update_time: 0.2136654109, other_time: 4.1299438477
epoch time: 20.0004520416s, input_fired_time: 0.3445996940, output_fired_time: 0.0000000000, propagate_forward_time: 18.9207897186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7350635529
validation[          , genome  6737] predictions:    9820/  10000 (98.20%), best:    9823/10000 (98.23%), error:       607.34167, best error:       566.59088 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 247.8416442871s, input_fired_time: 2.6880605221, output_fired_time: 2.3295612335, propagate_forward_time: 93.7238159180, propagate_backward_time: 144.9470825195, weight_update_time: 0.2109157294, other_time: 4.1531219482
epoch time: 20.0489063263s, input_fired_time: 0.3409751952, output_fired_time: 0.0000000000, propagate_forward_time: 18.9911518097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7167797089
validation[          , genome  6737] predictions:    9816/  10000 (98.16%), best:    9823/10000 (98.23%), error:       595.77509, best error:       566.59088 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 246.6907958984s, input_fired_time: 2.6885190010, output_fired_time: 2.3125665188, propagate_forward_time: 93.3205413818, propagate_backward_time: 144.2791442871, weight_update_time: 0.2093402445, other_time: 4.0900268555
epoch time: 19.8002605438s, input_fired_time: 0.3535249531, output_fired_time: 0.0000000000, propagate_forward_time: 18.7318286896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7149066925
validation[          , genome  6737] predictions:    9808/  10000 (98.08%), best:    9823/10000 (98.23%), error:       640.81641, best error:       566.59088 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 248.7049407959s, input_fired_time: 2.6941769123, output_fired_time: 2.3382177353, propagate_forward_time: 94.1762084961, propagate_backward_time: 145.3749389648, weight_update_time: 0.2109764814, other_time: 4.1213989258
epoch time: 19.8673782349s, input_fired_time: 0.3517394662, output_fired_time: 0.0000000000, propagate_forward_time: 18.8013839722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7142543793
validation[          , genome  6737] predictions:    9801/  10000 (98.01%), best:    9823/10000 (98.23%), error:       651.83521, best error:       566.59088 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 247.7377624512s, input_fired_time: 2.6714377403, output_fired_time: 2.3209733963, propagate_forward_time: 93.7465133667, propagate_backward_time: 144.8983764648, weight_update_time: 0.2102989703, other_time: 4.1004638672
epoch time: 19.7407226563s, input_fired_time: 0.3528866172, output_fired_time: 0.0000000000, propagate_forward_time: 18.6692333221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7186031342
validation[          , genome  6737] predictions:    9807/  10000 (98.07%), best:    9823/10000 (98.23%), error:       671.56195, best error:       566.59088 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 247.3088073730s, input_fired_time: 2.7002208233, output_fired_time: 2.3343496323, propagate_forward_time: 93.5050811768, propagate_backward_time: 144.6037139893, weight_update_time: 0.2166232467, other_time: 4.1654357910
epoch time: 20.0714454651s, input_fired_time: 0.3440046310, output_fired_time: 0.0000000000, propagate_forward_time: 18.9895668030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7378730774
validation[          , genome  6737] predictions:    9772/  10000 (97.72%), best:    9823/10000 (98.23%), error:       693.90967, best error:       566.59088 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 247.8515319824s, input_fired_time: 2.6815216541, output_fired_time: 2.3436934948, propagate_forward_time: 93.9381637573, propagate_backward_time: 144.7089080811, weight_update_time: 0.2113486528, other_time: 4.1792449951
epoch time: 19.6242923737s, input_fired_time: 0.3551768959, output_fired_time: 0.0000000000, propagate_forward_time: 18.5446205139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7244949341
validation[          , genome  6737] predictions:    9819/  10000 (98.19%), best:    9823/10000 (98.23%), error:       606.79388, best error:       566.59088 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 247.0409088135s, input_fired_time: 2.6873767376, output_fired_time: 2.3363201618, propagate_forward_time: 93.4491577148, propagate_backward_time: 144.4480895996, weight_update_time: 0.2112012655, other_time: 4.1199645996
epoch time: 19.9344673157s, input_fired_time: 0.3662471771, output_fired_time: 0.0000000000, propagate_forward_time: 18.8364639282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7317562103
validation[          , genome  6737] predictions:    9763/  10000 (97.63%), best:    9823/10000 (98.23%), error:       741.82239, best error:       566.59088 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 246.2759399414s, input_fired_time: 2.7093405724, output_fired_time: 2.3099417686, propagate_forward_time: 93.4004287720, propagate_backward_time: 143.6683502197, weight_update_time: 0.2125990987, other_time: 4.1878814697
epoch time: 19.5833301544s, input_fired_time: 0.3507009447, output_fired_time: 0.0000000000, propagate_forward_time: 18.5060901642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7265396118
validation[          , genome  6737] predictions:    9807/  10000 (98.07%), best:    9823/10000 (98.23%), error:       615.47839, best error:       566.59088 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 248.3699798584s, input_fired_time: 2.6826052666, output_fired_time: 2.3343932629, propagate_forward_time: 93.8832778931, propagate_backward_time: 145.2913208008, weight_update_time: 0.2160203606, other_time: 4.1783752441
epoch time: 19.7237491608s, input_fired_time: 0.3460581601, output_fired_time: 0.0000000000, propagate_forward_time: 18.6556339264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7220573425
validation[          , genome  6737] predictions:    9797/  10000 (97.97%), best:    9823/10000 (98.23%), error:       675.06848, best error:       566.59088 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 249.0303344727s, input_fired_time: 2.6832978725, output_fired_time: 2.3363759518, propagate_forward_time: 94.2490921021, propagate_backward_time: 145.6297454834, weight_update_time: 0.2127934694, other_time: 4.1318206787
epoch time: 19.6994590759s, input_fired_time: 0.3546303213, output_fired_time: 0.0000000000, propagate_forward_time: 18.6020965576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7427330017
validation[          , genome  6737] predictions:    9789/  10000 (97.89%), best:    9823/10000 (98.23%), error:       663.78851, best error:       566.59088 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 248.4542236328s, input_fired_time: 2.7023520470, output_fired_time: 2.3281886578, propagate_forward_time: 93.7976531982, propagate_backward_time: 145.4487609863, weight_update_time: 0.2170446813, other_time: 4.1772766113
epoch time: 19.9253349304s, input_fired_time: 0.3514482975, output_fired_time: 0.0000000000, propagate_forward_time: 18.8343334198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7395534515
validation[          , genome  6737] predictions:    9828/  10000 (98.28%), best:    9823/10000 (98.23%), error:       578.39874, best error:       566.59088 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 246.3294372559s, input_fired_time: 2.6944327354, output_fired_time: 2.3003175259, propagate_forward_time: 93.1723785400, propagate_backward_time: 144.0031280518, weight_update_time: 0.2115608901, other_time: 4.1591796875
epoch time: 19.8374252319s, input_fired_time: 0.3473355174, output_fired_time: 0.0000000000, propagate_forward_time: 18.7644615173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7256278992
validation[          , genome  6737] predictions:    9824/  10000 (98.24%), best:    9823/10000 (98.23%), error:       593.76587, best error:       566.59088 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 246.8113708496s, input_fired_time: 2.6688511372, output_fired_time: 2.3085930347, propagate_forward_time: 93.2843399048, propagate_backward_time: 144.3605499268, weight_update_time: 0.2155769169, other_time: 4.1890411377
epoch time: 19.6025047302s, input_fired_time: 0.3372506797, output_fired_time: 0.0000000000, propagate_forward_time: 18.5573978424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7078571320
validation[          , genome  6737] predictions:    9798/  10000 (97.98%), best:    9823/10000 (98.23%), error:       640.82477, best error:       566.59088 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 248.4180297852s, input_fired_time: 2.7109746933, output_fired_time: 2.3415024281, propagate_forward_time: 93.9960479736, propagate_backward_time: 145.2548980713, weight_update_time: 0.2170230001, other_time: 4.1146087646
epoch time: 19.8335781097s, input_fired_time: 0.3551719487, output_fired_time: 0.0000000000, propagate_forward_time: 18.7596607208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7187461853
validation[          , genome  6737] predictions:    9815/  10000 (98.15%), best:    9823/10000 (98.23%), error:       624.20496, best error:       566.59088 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 246.4555053711s, input_fired_time: 2.7305240631, output_fired_time: 2.3307991028, propagate_forward_time: 93.3763351440, propagate_backward_time: 143.8240814209, weight_update_time: 0.2137480825, other_time: 4.1937713623
epoch time: 19.7175159454s, input_fired_time: 0.3501527607, output_fired_time: 0.0000000000, propagate_forward_time: 18.6405620575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7268009186
validation[          , genome  6737] predictions:    9809/  10000 (98.09%), best:    9823/10000 (98.23%), error:       623.54065, best error:       566.59088 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 247.9942779541s, input_fired_time: 2.6610412598, output_fired_time: 2.3473353386, propagate_forward_time: 93.9415283203, propagate_backward_time: 144.9078674316, weight_update_time: 0.2131082863, other_time: 4.1365051270
epoch time: 19.9377479553s, input_fired_time: 0.3507773876, output_fired_time: 0.0000000000, propagate_forward_time: 18.8372268677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7497444153
validation[          , genome  6737] predictions:    9731/  10000 (97.31%), best:    9823/10000 (98.23%), error:       924.01135, best error:       566.59088 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 247.3109130859s, input_fired_time: 2.6805047989, output_fired_time: 2.3212170601, propagate_forward_time: 93.5216522217, propagate_backward_time: 144.6298065186, weight_update_time: 0.2136810720, other_time: 4.1577301025
epoch time: 19.7578125000s, input_fired_time: 0.3406021595, output_fired_time: 0.0000000000, propagate_forward_time: 18.6976928711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7195167542
validation[          , genome  6737] predictions:    9797/  10000 (97.97%), best:    9823/10000 (98.23%), error:       631.46472, best error:       566.59088 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 248.5971679688s, input_fired_time: 2.6495223045, output_fired_time: 2.3316581249, propagate_forward_time: 94.0069503784, propagate_backward_time: 145.4959106445, weight_update_time: 0.2218767107, other_time: 4.1131286621
epoch time: 19.8821315765s, input_fired_time: 0.3438267410, output_fired_time: 0.0000000000, propagate_forward_time: 18.8320465088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7062587738
validation[          , genome  6737] predictions:    9790/  10000 (97.90%), best:    9823/10000 (98.23%), error:       702.07245, best error:       566.59088 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 250.5343475342s, input_fired_time: 2.7143728733, output_fired_time: 2.3768038750, propagate_forward_time: 94.7601928711, propagate_backward_time: 146.5785217285, weight_update_time: 0.2093352526, other_time: 4.1044616699
epoch time: 19.9302082062s, input_fired_time: 0.3471184075, output_fired_time: 0.0000000000, propagate_forward_time: 18.8690338135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7140560150
validation[          , genome  6737] predictions:    9806/  10000 (98.06%), best:    9823/10000 (98.23%), error:       638.33484, best error:       566.59088 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 247.0847167969s, input_fired_time: 2.6722569466, output_fired_time: 2.3094260693, propagate_forward_time: 93.4744949341, propagate_backward_time: 144.5008239746, weight_update_time: 0.2091524154, other_time: 4.1277160645
epoch time: 19.8233947754s, input_fired_time: 0.3532231748, output_fired_time: 0.0000000000, propagate_forward_time: 18.7420749664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7280960083
validation[          , genome  6737] predictions:    9823/  10000 (98.23%), best:    9823/10000 (98.23%), error:       589.12872, best error:       566.59088 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 250.7817535400s, input_fired_time: 2.6982254982, output_fired_time: 2.3571765423, propagate_forward_time: 94.7532348633, propagate_backward_time: 146.7873535156, weight_update_time: 0.2110079825, other_time: 4.1857604980
epoch time: 19.9104251862s, input_fired_time: 0.3461551070, output_fired_time: 0.0000000000, propagate_forward_time: 18.8437900543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7204799652
validation[          , genome  6737] predictions:    9813/  10000 (98.13%), best:    9823/10000 (98.23%), error:       599.49713, best error:       566.59088 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 247.1092071533s, input_fired_time: 2.7003407478, output_fired_time: 2.3223662376, propagate_forward_time: 93.4779586792, propagate_backward_time: 144.4669342041, weight_update_time: 0.2101984322, other_time: 4.1415863037
epoch time: 19.9758529663s, input_fired_time: 0.3518881500, output_fired_time: 0.0000000000, propagate_forward_time: 18.8948650360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7290992737
validation[          , genome  6737] predictions:    9812/  10000 (98.12%), best:    9823/10000 (98.23%), error:       643.04907, best error:       566.59088 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 248.2122650146s, input_fired_time: 2.7083151340, output_fired_time: 2.3355972767, propagate_forward_time: 93.8764648438, propagate_backward_time: 145.2113342285, weight_update_time: 0.2114999443, other_time: 4.0805511475
epoch time: 19.9052600861s, input_fired_time: 0.3432742059, output_fired_time: 0.0000000000, propagate_forward_time: 18.8423557281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7196292877
validation[          , genome  6737] predictions:    9808/  10000 (98.08%), best:    9823/10000 (98.23%), error:       636.61462, best error:       566.59088 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 247.1924743652s, input_fired_time: 2.6978514194, output_fired_time: 2.3082582951, propagate_forward_time: 93.4125442505, propagate_backward_time: 144.6296691895, weight_update_time: 0.2148491740, other_time: 4.1441650391
epoch time: 19.6632804871s, input_fired_time: 0.3553933799, output_fired_time: 0.0000000000, propagate_forward_time: 18.5828056335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7250823975
validation[          , genome  6737] predictions:    9807/  10000 (98.07%), best:    9823/10000 (98.23%), error:       626.50299, best error:       566.59088 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 248.5588684082s, input_fired_time: 2.6704940796, output_fired_time: 2.3136119843, propagate_forward_time: 94.1412353516, propagate_backward_time: 145.3049621582, weight_update_time: 0.2207226008, other_time: 4.1285552979
epoch time: 20.1730575562s, input_fired_time: 0.3404442370, output_fired_time: 0.0000000000, propagate_forward_time: 19.0713214874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7612915039
validation[          , genome  6737] predictions:    9800/  10000 (98.00%), best:    9823/10000 (98.23%), error:       658.86096, best error:       566.59088 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 246.5408782959s, input_fired_time: 2.7129440308, output_fired_time: 2.3209726810, propagate_forward_time: 93.1771316528, propagate_backward_time: 144.1951599121, weight_update_time: 0.2120197713, other_time: 4.1346740723
epoch time: 19.7090015411s, input_fired_time: 0.3473775387, output_fired_time: 0.0000000000, propagate_forward_time: 18.6525154114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7091083527
validation[          , genome  6737] predictions:    9805/  10000 (98.05%), best:    9823/10000 (98.23%), error:       637.23901, best error:       566.59088 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 248.4035034180s, input_fired_time: 2.6846573353, output_fired_time: 2.3415055275, propagate_forward_time: 93.8815536499, propagate_backward_time: 145.4474029541, weight_update_time: 0.2079806030, other_time: 4.0483856201
epoch time: 20.2733440399s, input_fired_time: 0.3613390625, output_fired_time: 0.0000000000, propagate_forward_time: 19.1846160889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7273883820
validation[          , genome  6737] predictions:    9808/  10000 (98.08%), best:    9823/10000 (98.23%), error:       625.56848, best error:       566.59088 on epoch:    72, 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: 99.9199066162s, input_fired_time: 1.7628561258, output_fired_time: 0.0000000000, propagate_forward_time: 94.3325042725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8245468140
best training[          , genome  6737] predictions:   49838/  50000 (99.68%), best:    9823/10000 (98.23%), error:       888.95294, best error:       566.59088 on epoch:    72, 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: 19.6389255524s, input_fired_time: 0.3479612470, output_fired_time: 0.0000000000, propagate_forward_time: 18.5379486084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7530155182
   testing[          , genome  6737] predictions:    9836/  10000 (98.36%), best:    9823/10000 (98.23%), error:       496.25470, best error:       566.59088 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:48:26 (5884): called boinc_finish(0)

</stderr_txt>
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