Nameexact_genome_1512568488_45_7087_0
Workunit2606694
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:51:59 UTC
Report deadline16 Dec 2017, 1:49:56 UTC
Received8 Dec 2017, 9:44:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 14 min 6 sec
CPU time2 hours 14 min 6 sec
Validate stateValid
Credit2,020.48
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.45 MB
Peak swap size153.31 MB
Peak disk usage1.26 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
2, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 74.7419738770s, input_fired_time: 0.9202899337, output_fired_time: 0.5941475630, propagate_forward_time: 28.3062934875, propagate_backward_time: 43.0721244812, weight_update_time: 0.0779077783, other_time: 1.8491210938
epoch time: 6.0744366646s, input_fired_time: 0.0954900607, output_fired_time: 0.0000000000, propagate_forward_time: 5.6570215225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219251633
validation[          , genome  7087] predictions:    9716/  10000 (97.16%), best:    9719/10000 (97.19%), error:       942.38605, best error:       895.27142 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 74.8294677734s, input_fired_time: 0.9203425050, output_fired_time: 0.5990474224, propagate_forward_time: 28.2729473114, propagate_backward_time: 43.1934204102, weight_update_time: 0.0783122256, other_time: 1.8437118530
epoch time: 5.8834838867s, input_fired_time: 0.0900293514, output_fired_time: 0.0000000000, propagate_forward_time: 5.4868698120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065848351
validation[          , genome  7087] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       856.33942, best error:       856.33942 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 73.4035644531s, input_fired_time: 0.9158555269, output_fired_time: 0.5860567689, propagate_forward_time: 27.7632808685, propagate_backward_time: 42.2646713257, weight_update_time: 0.0801423937, other_time: 1.8736953735
epoch time: 5.9181385040s, input_fired_time: 0.0941774324, output_fired_time: 0.0000000000, propagate_forward_time: 5.5019645691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219966888
validation[          , genome  7087] predictions:    9691/  10000 (96.91%), best:    9743/10000 (97.43%), error:      1007.27991, best error:       856.33942 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 73.0817413330s, input_fired_time: 0.8898729682, output_fired_time: 0.5902626514, propagate_forward_time: 27.6606559753, propagate_backward_time: 42.1877670288, weight_update_time: 0.0761539266, other_time: 1.7531852722
epoch time: 5.8875474930s, input_fired_time: 0.0896555334, output_fired_time: 0.0000000000, propagate_forward_time: 5.4947924614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3030996323
validation[          , genome  7087] predictions:    9718/  10000 (97.18%), best:    9743/10000 (97.43%), error:       922.81934, best error:       856.33942 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 73.1932678223s, input_fired_time: 0.8946563005, output_fired_time: 0.5936416984, propagate_forward_time: 27.7269744873, propagate_backward_time: 42.2394828796, weight_update_time: 0.0759651363, other_time: 1.7385139465
epoch time: 5.8839397430s, input_fired_time: 0.0898494571, output_fired_time: 0.0000000000, propagate_forward_time: 5.4864563942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076338768
validation[          , genome  7087] predictions:    9694/  10000 (96.94%), best:    9743/10000 (97.43%), error:      1009.68640, best error:       856.33942 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 73.7998657227s, input_fired_time: 0.9010244012, output_fired_time: 0.5960417986, propagate_forward_time: 27.9481182098, propagate_backward_time: 42.5805091858, weight_update_time: 0.0763164759, other_time: 1.7741737366
epoch time: 5.8996167183s, input_fired_time: 0.0913308710, output_fired_time: 0.0000000000, propagate_forward_time: 5.4985117912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097739220
validation[          , genome  7087] predictions:    9666/  10000 (96.66%), best:    9743/10000 (97.43%), error:      1056.89832, best error:       856.33942 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 73.2899627686s, input_fired_time: 0.8968171477, output_fired_time: 0.5858755112, propagate_forward_time: 27.7720031738, propagate_backward_time: 42.2921028137, weight_update_time: 0.0760262385, other_time: 1.7431602478
epoch time: 5.9357709885s, input_fired_time: 0.0915430337, output_fired_time: 0.0000000000, propagate_forward_time: 5.5352249146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090028763
validation[          , genome  7087] predictions:    9728/  10000 (97.28%), best:    9743/10000 (97.43%), error:       929.83313, best error:       856.33942 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 73.5211410522s, input_fired_time: 0.8983036280, output_fired_time: 0.5945061445, propagate_forward_time: 27.8845424652, propagate_backward_time: 42.4043083191, weight_update_time: 0.0761324167, other_time: 1.7394828796
epoch time: 5.8780426979s, input_fired_time: 0.0910654068, output_fired_time: 0.0000000000, propagate_forward_time: 5.4828357697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3041415215
validation[          , genome  7087] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       851.00739, best error:       851.00739 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 72.8305969238s, input_fired_time: 0.8921021223, output_fired_time: 0.5879380107, propagate_forward_time: 27.5476627350, propagate_backward_time: 42.0827903748, weight_update_time: 0.0756448358, other_time: 1.7201042175
epoch time: 6.1316270828s, input_fired_time: 0.0934581310, output_fired_time: 0.0000000000, propagate_forward_time: 5.7263064384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118624687
validation[          , genome  7087] predictions:    9744/  10000 (97.44%), best:    9730/10000 (97.30%), error:       859.73163, best error:       851.00739 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 73.3845443726s, input_fired_time: 0.9002583623, output_fired_time: 0.5902185440, propagate_forward_time: 27.8510284424, propagate_backward_time: 42.3088607788, weight_update_time: 0.0760320574, other_time: 1.7341766357
epoch time: 5.8838014603s, input_fired_time: 0.0901551545, output_fired_time: 0.0000000000, propagate_forward_time: 5.4901185036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035278320
validation[          , genome  7087] predictions:    9693/  10000 (96.93%), best:    9730/10000 (97.30%), error:       972.95947, best error:       851.00739 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 72.9421997070s, input_fired_time: 0.8947391510, output_fired_time: 0.5858190656, propagate_forward_time: 27.6063385010, propagate_backward_time: 42.1323890686, weight_update_time: 0.0755974948, other_time: 1.7229194641
epoch time: 5.8933916092s, input_fired_time: 0.0910591781, output_fired_time: 0.0000000000, propagate_forward_time: 5.4966082573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3057241440
validation[          , genome  7087] predictions:    9707/  10000 (97.07%), best:    9730/10000 (97.30%), error:       944.52051, best error:       851.00739 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 72.6740341187s, input_fired_time: 0.8941143155, output_fired_time: 0.5830162168, propagate_forward_time: 27.4693908691, propagate_backward_time: 41.9974288940, weight_update_time: 0.0754981041, other_time: 1.7300872803
epoch time: 6.1987996101s, input_fired_time: 0.0945404172, output_fired_time: 0.0000000000, propagate_forward_time: 5.7865190506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177399635
validation[          , genome  7087] predictions:    9709/  10000 (97.09%), best:    9730/10000 (97.30%), error:       927.36798, best error:       851.00739 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 75.0130920410s, input_fired_time: 0.9198712111, output_fired_time: 0.5947026014, propagate_forward_time: 28.3750972748, propagate_backward_time: 43.3049812317, weight_update_time: 0.0790326893, other_time: 1.8184394836
epoch time: 5.9766635895s, input_fired_time: 0.0931874514, output_fired_time: 0.0000000000, propagate_forward_time: 5.5680036545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154726028
validation[          , genome  7087] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       844.97809, best error:       844.97809 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 76.1289062500s, input_fired_time: 0.9274168015, output_fired_time: 0.6056996584, propagate_forward_time: 28.8571395874, propagate_backward_time: 43.8996391296, weight_update_time: 0.0789176077, other_time: 1.8390159607
epoch time: 5.9729986191s, input_fired_time: 0.0952628180, output_fired_time: 0.0000000000, propagate_forward_time: 5.5614995956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162360191
validation[          , genome  7087] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       833.60065, best error:       833.60065 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 75.3274765015s, input_fired_time: 0.9226573110, output_fired_time: 0.5932103395, propagate_forward_time: 28.5003623962, propagate_backward_time: 43.4886550903, weight_update_time: 0.0780680180, other_time: 1.8225898743
epoch time: 6.0877256393s, input_fired_time: 0.0941283777, output_fired_time: 0.0000000000, propagate_forward_time: 5.6768226624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3167743683
validation[          , genome  7087] predictions:    9702/  10000 (97.02%), best:    9741/10000 (97.41%), error:       985.02631, best error:       833.60065 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 73.7041625977s, input_fired_time: 0.9118179083, output_fired_time: 0.5895582438, propagate_forward_time: 27.9393882751, propagate_backward_time: 42.4954719543, weight_update_time: 0.0765988752, other_time: 1.7679214478
epoch time: 5.9455947876s, input_fired_time: 0.0925257131, output_fired_time: 0.0000000000, propagate_forward_time: 5.5432147980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098545074
validation[          , genome  7087] predictions:    9734/  10000 (97.34%), best:    9741/10000 (97.41%), error:       877.51160, best error:       833.60065 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 74.2033004761s, input_fired_time: 0.9126057625, output_fired_time: 0.5905681252, propagate_forward_time: 28.0200138092, propagate_backward_time: 42.8901329041, weight_update_time: 0.0773463100, other_time: 1.7899818420
epoch time: 5.9997868538s, input_fired_time: 0.0935675800, output_fired_time: 0.0000000000, propagate_forward_time: 5.5910272598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151922226
validation[          , genome  7087] predictions:    9732/  10000 (97.32%), best:    9741/10000 (97.41%), error:       898.82886, best error:       833.60065 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 74.3600845337s, input_fired_time: 0.9154583216, output_fired_time: 0.5915675163, propagate_forward_time: 28.1979026794, propagate_backward_time: 42.8788375854, weight_update_time: 0.0771001354, other_time: 1.7763175964
epoch time: 6.0315151215s, input_fired_time: 0.0940210968, output_fired_time: 0.0000000000, propagate_forward_time: 5.6277246475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097691536
validation[          , genome  7087] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       766.05853, best error:       766.05853 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 73.5241165161s, input_fired_time: 0.9084951878, output_fired_time: 0.5846504569, propagate_forward_time: 27.8483848572, propagate_backward_time: 42.4294624329, weight_update_time: 0.0762127638, other_time: 1.7531280518
epoch time: 5.9339542389s, input_fired_time: 0.0936711654, output_fired_time: 0.0000000000, propagate_forward_time: 5.5316014290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086814880
validation[          , genome  7087] predictions:    9736/  10000 (97.36%), best:    9776/10000 (97.76%), error:       879.93054, best error:       766.05853 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 73.4580459595s, input_fired_time: 0.9270091653, output_fired_time: 0.5829768181, propagate_forward_time: 27.7848644257, propagate_backward_time: 42.2771873474, weight_update_time: 0.0835788995, other_time: 1.8860054016
epoch time: 5.8995370865s, input_fired_time: 0.0962087438, output_fired_time: 0.0000000000, propagate_forward_time: 5.4866924286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166360855
validation[          , genome  7087] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       753.97858, best error:       753.97858 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 73.2609634399s, input_fired_time: 0.9300207496, output_fired_time: 0.5828011036, propagate_forward_time: 27.6845397949, propagate_backward_time: 42.1843070984, weight_update_time: 0.0822928399, other_time: 1.8792915344
epoch time: 5.9852042198s, input_fired_time: 0.0960945338, output_fired_time: 0.0000000000, propagate_forward_time: 5.5740957260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3150138855
validation[          , genome  7087] predictions:    9736/  10000 (97.36%), best:    9777/10000 (97.77%), error:       865.38281, best error:       753.97858 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 75.2642288208s, input_fired_time: 0.9238205552, output_fired_time: 0.5935296416, propagate_forward_time: 28.5241813660, propagate_backward_time: 43.4092330933, weight_update_time: 0.0786297843, other_time: 1.8134651184
epoch time: 6.2137365341s, input_fired_time: 0.0972646251, output_fired_time: 0.0000000000, propagate_forward_time: 5.7926092148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3238625526
validation[          , genome  7087] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       809.72424, best error:       753.97858 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 74.9349746704s, input_fired_time: 0.9180556536, output_fired_time: 0.6006915569, propagate_forward_time: 28.3849067688, propagate_backward_time: 43.2290725708, weight_update_time: 0.0776610747, other_time: 1.8022499084
epoch time: 5.8820486069s, input_fired_time: 0.0912771001, output_fired_time: 0.0000000000, propagate_forward_time: 5.4835395813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072319031
validation[          , genome  7087] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       831.82129, best error:       753.97858 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 74.8437042236s, input_fired_time: 0.9212979078, output_fired_time: 0.5930770040, propagate_forward_time: 28.4009342194, propagate_backward_time: 43.1344146729, weight_update_time: 0.0775801912, other_time: 1.7939834595
epoch time: 6.4169363976s, input_fired_time: 0.0984407440, output_fired_time: 0.0000000000, propagate_forward_time: 5.9925847054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259110451
validation[          , genome  7087] predictions:    9720/  10000 (97.20%), best:    9777/10000 (97.77%), error:       927.22449, best error:       753.97858 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 73.6227264404s, input_fired_time: 0.9186984301, output_fired_time: 0.5910686851, propagate_forward_time: 27.8806152344, propagate_backward_time: 42.4456939697, weight_update_time: 0.0772206485, other_time: 1.7866439819
epoch time: 5.8891634941s, input_fired_time: 0.0937789232, output_fired_time: 0.0000000000, propagate_forward_time: 5.4874510765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079333305
validation[          , genome  7087] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       890.93494, best error:       753.97858 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 72.8785781860s, input_fired_time: 0.9095849991, output_fired_time: 0.5834999084, propagate_forward_time: 27.5689849854, propagate_backward_time: 42.0464820862, weight_update_time: 0.0760361403, other_time: 1.7700309753
epoch time: 5.8882074356s, input_fired_time: 0.0929751694, output_fired_time: 0.0000000000, propagate_forward_time: 5.4870991707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081331253
validation[          , genome  7087] predictions:    9732/  10000 (97.32%), best:    9777/10000 (97.77%), error:       863.14972, best error:       753.97858 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 72.5962295532s, input_fired_time: 0.9073360562, output_fired_time: 0.5833097100, propagate_forward_time: 27.4546928406, propagate_backward_time: 41.8945045471, weight_update_time: 0.0759653151, other_time: 1.7563858032
epoch time: 5.8858041763s, input_fired_time: 0.0932082608, output_fired_time: 0.0000000000, propagate_forward_time: 5.4855260849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070697784
validation[          , genome  7087] predictions:    9792/  10000 (97.92%), best:    9777/10000 (97.77%), error:       754.72192, best error:       753.97858 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 72.5366592407s, input_fired_time: 0.9047415853, output_fired_time: 0.5782350898, propagate_forward_time: 27.4345035553, propagate_backward_time: 41.8703041077, weight_update_time: 0.0759033188, other_time: 1.7488822937
epoch time: 5.8847665787s, input_fired_time: 0.0919835269, output_fired_time: 0.0000000000, propagate_forward_time: 5.4860992432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066840172
validation[          , genome  7087] predictions:    9707/  10000 (97.07%), best:    9777/10000 (97.77%), error:       958.72168, best error:       753.97858 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 72.6974945068s, input_fired_time: 0.9083521962, output_fired_time: 0.5813837051, propagate_forward_time: 27.4509792328, propagate_backward_time: 42.0048561096, weight_update_time: 0.0760329068, other_time: 1.7519187927
epoch time: 5.8863444328s, input_fired_time: 0.0931654274, output_fired_time: 0.0000000000, propagate_forward_time: 5.4862027168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069763184
validation[          , genome  7087] predictions:    9727/  10000 (97.27%), best:    9777/10000 (97.77%), error:       883.48041, best error:       753.97858 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 72.5780868530s, input_fired_time: 0.9069163203, output_fired_time: 0.5771369338, propagate_forward_time: 27.4439544678, propagate_backward_time: 41.8968811035, weight_update_time: 0.0758005977, other_time: 1.7532043457
epoch time: 5.9888505936s, input_fired_time: 0.0946266502, output_fired_time: 0.0000000000, propagate_forward_time: 5.5840711594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101530075
validation[          , genome  7087] predictions:    9762/  10000 (97.62%), best:    9777/10000 (97.77%), error:       807.98981, best error:       753.97858 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 72.8495483398s, input_fired_time: 0.9111106992, output_fired_time: 0.5819939375, propagate_forward_time: 27.5737800598, propagate_backward_time: 42.0115165710, weight_update_time: 0.0762897208, other_time: 1.7711486816
epoch time: 5.9164090157s, input_fired_time: 0.0943928808, output_fired_time: 0.0000000000, propagate_forward_time: 5.5135331154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084831238
validation[          , genome  7087] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       923.68591, best error:       753.97858 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 72.9603652954s, input_fired_time: 0.9152198434, output_fired_time: 0.5850182772, propagate_forward_time: 27.5439414978, propagate_backward_time: 42.1233558655, weight_update_time: 0.0762386099, other_time: 1.7928237915
epoch time: 5.8931312561s, input_fired_time: 0.0930613279, output_fired_time: 0.0000000000, propagate_forward_time: 5.4869804382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130893707
validation[          , genome  7087] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       768.54285, best error:       753.97858 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 72.7528076172s, input_fired_time: 0.9142794609, output_fired_time: 0.5848767161, propagate_forward_time: 27.5090694427, propagate_backward_time: 41.9756011963, weight_update_time: 0.0759490579, other_time: 1.7689819336
epoch time: 5.8939042091s, input_fired_time: 0.0947468281, output_fired_time: 0.0000000000, propagate_forward_time: 5.4907941818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083629608
validation[          , genome  7087] predictions:    9794/  10000 (97.94%), best:    9777/10000 (97.77%), error:       773.29742, best error:       753.97858 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 72.5113677979s, input_fired_time: 0.9133492112, output_fired_time: 0.5895149112, propagate_forward_time: 27.4558982849, propagate_backward_time: 41.7967185974, weight_update_time: 0.0758396685, other_time: 1.7558822632
epoch time: 5.8894324303s, input_fired_time: 0.0930493474, output_fired_time: 0.0000000000, propagate_forward_time: 5.4884433746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079395294
validation[          , genome  7087] predictions:    9738/  10000 (97.38%), best:    9777/10000 (97.77%), error:       887.37000, best error:       753.97858 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 73.0218734741s, input_fired_time: 0.9116239548, output_fired_time: 0.5869364738, propagate_forward_time: 27.5822505951, propagate_backward_time: 42.1712722778, weight_update_time: 0.0762248784, other_time: 1.7697906494
epoch time: 5.8862652779s, input_fired_time: 0.0934777409, output_fired_time: 0.0000000000, propagate_forward_time: 5.4857740402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070135117
validation[          , genome  7087] predictions:    9756/  10000 (97.56%), best:    9777/10000 (97.77%), error:       809.86017, best error:       753.97858 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 72.5541534424s, input_fired_time: 0.9090452194, output_fired_time: 0.5857452154, propagate_forward_time: 27.4310283661, propagate_backward_time: 41.8740768433, weight_update_time: 0.0756725296, other_time: 1.7542572021
epoch time: 5.8842220306s, input_fired_time: 0.0926195905, output_fired_time: 0.0000000000, propagate_forward_time: 5.4851889610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064136505
validation[          , genome  7087] predictions:    9745/  10000 (97.45%), best:    9777/10000 (97.77%), error:       833.52765, best error:       753.97858 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 72.4292831421s, input_fired_time: 0.9050981998, output_fired_time: 0.5744773149, propagate_forward_time: 27.4399929047, propagate_backward_time: 41.7797966003, weight_update_time: 0.0757495910, other_time: 1.7299156189
epoch time: 5.8781147003s, input_fired_time: 0.0923185647, output_fired_time: 0.0000000000, propagate_forward_time: 5.4832439423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025522232
validation[          , genome  7087] predictions:    9762/  10000 (97.62%), best:    9777/10000 (97.77%), error:       762.70288, best error:       753.97858 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 72.5666046143s, input_fired_time: 0.9073473215, output_fired_time: 0.5853408575, propagate_forward_time: 27.4867496490, propagate_backward_time: 41.8428268433, weight_update_time: 0.0757647902, other_time: 1.7443389893
epoch time: 5.8833856583s, input_fired_time: 0.0920944586, output_fired_time: 0.0000000000, propagate_forward_time: 5.4847459793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065452576
validation[          , genome  7087] predictions:    9682/  10000 (96.82%), best:    9777/10000 (97.77%), error:      1069.18030, best error:       753.97858 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 72.8064575195s, input_fired_time: 0.9099327922, output_fired_time: 0.5907384157, propagate_forward_time: 27.5117340088, propagate_backward_time: 42.0355949402, weight_update_time: 0.0758395940, other_time: 1.7584571838
epoch time: 5.8859062195s, input_fired_time: 0.0943243206, output_fired_time: 0.0000000000, propagate_forward_time: 5.4846720695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069100380
validation[          , genome  7087] predictions:    9626/  10000 (96.26%), best:    9777/10000 (97.77%), error:      1189.64233, best error:       753.97858 on epoch:    33, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 72.5888900757s, input_fired_time: 0.9116331935, output_fired_time: 0.5857931376, propagate_forward_time: 27.4715633392, propagate_backward_time: 41.8461875916, weight_update_time: 0.0757894441, other_time: 1.7737083435
epoch time: 5.8913960457s, input_fired_time: 0.0954095572, output_fired_time: 0.0000000000, propagate_forward_time: 5.4846444130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113422394
validation[          , genome  7087] predictions:    9749/  10000 (97.49%), best:    9777/10000 (97.77%), error:       842.25800, best error:       753.97858 on epoch:    33, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 72.5577163696s, input_fired_time: 0.9155582190, output_fired_time: 0.5908886194, propagate_forward_time: 27.4531364441, propagate_backward_time: 41.8327255249, weight_update_time: 0.0759611726, other_time: 1.7654075623
epoch time: 5.8878345490s, input_fired_time: 0.0935667679, output_fired_time: 0.0000000000, propagate_forward_time: 5.4870495796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072180748
validation[          , genome  7087] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       729.41553, best error:       729.41553 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 72.7337417603s, input_fired_time: 0.9096129537, output_fired_time: 0.5922117829, propagate_forward_time: 27.4829082489, propagate_backward_time: 42.0125694275, weight_update_time: 0.0758010447, other_time: 1.7364387512
epoch time: 5.8790712357s, input_fired_time: 0.0925620720, output_fired_time: 0.0000000000, propagate_forward_time: 5.4832735062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3032355309
validation[          , genome  7087] predictions:    9741/  10000 (97.41%), best:    9783/10000 (97.83%), error:       872.04742, best error:       729.41553 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 72.6127090454s, input_fired_time: 0.9064064622, output_fired_time: 0.5847625136, propagate_forward_time: 27.4774971008, propagate_backward_time: 41.9188003540, weight_update_time: 0.0758280158, other_time: 1.7252388000
epoch time: 6.8371758461s, input_fired_time: 0.1048745587, output_fired_time: 0.0000000000, propagate_forward_time: 6.3900980949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422031403
validation[          , genome  7087] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       816.69409, best error:       729.41553 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 73.4372634888s, input_fired_time: 0.9112536311, output_fired_time: 0.5827116370, propagate_forward_time: 27.8629722595, propagate_backward_time: 42.3451461792, weight_update_time: 0.0763949677, other_time: 1.7351799011
epoch time: 6.3993792534s, input_fired_time: 0.1052928194, output_fired_time: 0.0000000000, propagate_forward_time: 5.9581160545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359704018
validation[          , genome  7087] predictions:    9713/  10000 (97.13%), best:    9783/10000 (97.83%), error:       968.13538, best error:       729.41553 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 72.7541198730s, input_fired_time: 0.9347288609, output_fired_time: 0.5783471465, propagate_forward_time: 27.4928855896, propagate_backward_time: 41.8758964539, weight_update_time: 0.0833866075, other_time: 1.8722610474
epoch time: 5.9131574631s, input_fired_time: 0.0980194137, output_fired_time: 0.0000000000, propagate_forward_time: 5.4980378151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171000481
validation[          , genome  7087] predictions:    9758/  10000 (97.58%), best:    9783/10000 (97.83%), error:       818.60608, best error:       729.41553 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 72.8387298584s, input_fired_time: 0.9375278354, output_fired_time: 0.5805898905, propagate_forward_time: 27.5143013000, propagate_backward_time: 41.9234123230, weight_update_time: 0.0834307522, other_time: 1.8828964233
epoch time: 5.8994016647s, input_fired_time: 0.0971976072, output_fired_time: 0.0000000000, propagate_forward_time: 5.4872527122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149514198
validation[          , genome  7087] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       829.66022, best error:       729.41553 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 73.1785354614s, input_fired_time: 0.9367936254, output_fired_time: 0.5831589103, propagate_forward_time: 27.6749477386, propagate_backward_time: 42.1024246216, weight_update_time: 0.0829110742, other_time: 1.8812103271
epoch time: 5.9032387733s, input_fired_time: 0.0980838165, output_fired_time: 0.0000000000, propagate_forward_time: 5.4889059067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162488937
validation[          , genome  7087] predictions:    9695/  10000 (96.95%), best:    9783/10000 (97.83%), error:      1007.56244, best error:       729.41553 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 73.4107208252s, input_fired_time: 0.9403993487, output_fired_time: 0.5848253369, propagate_forward_time: 27.7585315704, propagate_backward_time: 42.2217941284, weight_update_time: 0.0836584046, other_time: 1.9051742554
epoch time: 6.0930376053s, input_fired_time: 0.1008393914, output_fired_time: 0.0000000000, propagate_forward_time: 5.6614866257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307113647
validation[          , genome  7087] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       820.31323, best error:       729.41553 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 72.8419952393s, input_fired_time: 0.9425054789, output_fired_time: 0.5809721351, propagate_forward_time: 27.5099105835, propagate_backward_time: 41.8922462463, weight_update_time: 0.0825777948, other_time: 1.9163627625
epoch time: 5.9285316467s, input_fired_time: 0.0985847265, output_fired_time: 0.0000000000, propagate_forward_time: 5.5115866661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183603287
validation[          , genome  7087] predictions:    9714/  10000 (97.14%), best:    9783/10000 (97.83%), error:      1001.37488, best error:       729.41553 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 72.9961395264s, input_fired_time: 0.9421162605, output_fired_time: 0.5848172307, propagate_forward_time: 27.5453777313, propagate_backward_time: 42.0149574280, weight_update_time: 0.0830283985, other_time: 1.9088706970
epoch time: 6.4604334831s, input_fired_time: 0.1064487696, output_fired_time: 0.0000000000, propagate_forward_time: 6.0121197701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418650627
validation[          , genome  7087] predictions:    9694/  10000 (96.94%), best:    9783/10000 (97.83%), error:       970.75079, best error:       729.41553 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 74.1241760254s, input_fired_time: 0.9502099156, output_fired_time: 0.5888003707, propagate_forward_time: 27.9936447144, propagate_backward_time: 42.6761283875, weight_update_time: 0.0842540711, other_time: 1.9153938293
epoch time: 5.9105100632s, input_fired_time: 0.0996797904, output_fired_time: 0.0000000000, propagate_forward_time: 5.4905724525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202576637
validation[          , genome  7087] predictions:    9744/  10000 (97.44%), best:    9783/10000 (97.83%), error:       829.16589, best error:       729.41553 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 72.8331985474s, input_fired_time: 0.9427016973, output_fired_time: 0.5815150142, propagate_forward_time: 27.4853649139, propagate_backward_time: 41.9136466980, weight_update_time: 0.0837498233, other_time: 1.9099693298
epoch time: 5.9082450867s, input_fired_time: 0.0987765417, output_fired_time: 0.0000000000, propagate_forward_time: 5.4899034500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195652962
validation[          , genome  7087] predictions:    9657/  10000 (96.57%), best:    9783/10000 (97.83%), error:      1108.78870, best error:       729.41553 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 72.7031707764s, input_fired_time: 0.9419792295, output_fired_time: 0.5800045133, propagate_forward_time: 27.4602146149, propagate_backward_time: 41.8152885437, weight_update_time: 0.0836672261, other_time: 1.9056892395
epoch time: 5.9238667488s, input_fired_time: 0.1013386175, output_fired_time: 0.0000000000, propagate_forward_time: 5.4980692863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244590759
validation[          , genome  7087] predictions:    9745/  10000 (97.45%), best:    9783/10000 (97.83%), error:       844.25903, best error:       729.41553 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 72.7236633301s, input_fired_time: 0.9414173961, output_fired_time: 0.5798956156, propagate_forward_time: 27.4682979584, propagate_backward_time: 41.8258743286, weight_update_time: 0.0837071463, other_time: 1.9081802368
epoch time: 5.9095888138s, input_fired_time: 0.0997142270, output_fired_time: 0.0000000000, propagate_forward_time: 5.4899349213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199396133
validation[          , genome  7087] predictions:    9719/  10000 (97.19%), best:    9783/10000 (97.83%), error:       930.02393, best error:       729.41553 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 72.6963119507s, input_fired_time: 0.9431539774, output_fired_time: 0.5803030133, propagate_forward_time: 27.4565086365, propagate_backward_time: 41.8073081970, weight_update_time: 0.0837115571, other_time: 1.9090423584
epoch time: 5.9072408676s, input_fired_time: 0.0985392258, output_fired_time: 0.0000000000, propagate_forward_time: 5.4897971153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189043999
validation[          , genome  7087] predictions:    9467/  10000 (94.67%), best:    9783/10000 (97.83%), error:      1758.01440, best error:       729.41553 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 74.3119506836s, input_fired_time: 0.9506754279, output_fired_time: 0.5916830301, propagate_forward_time: 28.0888652802, propagate_backward_time: 42.7542037964, weight_update_time: 0.0845212340, other_time: 1.9265213013
epoch time: 6.2158312798s, input_fired_time: 0.1033886671, output_fired_time: 0.0000000000, propagate_forward_time: 5.7803816795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320608139
validation[          , genome  7087] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       786.28210, best error:       729.41553 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 74.2732849121s, input_fired_time: 0.9483398199, output_fired_time: 0.5918654203, propagate_forward_time: 28.0914249420, propagate_backward_time: 42.7056121826, weight_update_time: 0.0837704837, other_time: 1.9360427856
epoch time: 5.9141383171s, input_fired_time: 0.0984395519, output_fired_time: 0.0000000000, propagate_forward_time: 5.4886398315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270587921
validation[          , genome  7087] predictions:    9731/  10000 (97.31%), best:    9783/10000 (97.83%), error:       929.99628, best error:       729.41553 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 72.8929290771s, input_fired_time: 0.9355443120, output_fired_time: 0.5812390447, propagate_forward_time: 27.5422058105, propagate_backward_time: 41.9641075134, weight_update_time: 0.0823367164, other_time: 1.8698310852
epoch time: 5.9230465889s, input_fired_time: 0.1008872166, output_fired_time: 0.0000000000, propagate_forward_time: 5.5034322739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187270164
validation[          , genome  7087] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       803.22278, best error:       729.41553 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 72.7728195190s, input_fired_time: 0.9301641583, output_fired_time: 0.5823889971, propagate_forward_time: 27.5609989166, propagate_backward_time: 41.8689689636, weight_update_time: 0.0789969340, other_time: 1.8303031921
epoch time: 5.9021329880s, input_fired_time: 0.0949193239, output_fired_time: 0.0000000000, propagate_forward_time: 5.4972128868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100008965
validation[          , genome  7087] predictions:    9706/  10000 (97.06%), best:    9783/10000 (97.83%), error:      1028.49890, best error:       729.41553 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 72.9901962280s, input_fired_time: 0.9171442986, output_fired_time: 0.5891844034, propagate_forward_time: 27.6577529907, propagate_backward_time: 42.0479393005, weight_update_time: 0.0758324862, other_time: 1.7781715393
epoch time: 5.8876981735s, input_fired_time: 0.0941796377, output_fired_time: 0.0000000000, propagate_forward_time: 5.4847588539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087596893
validation[          , genome  7087] predictions:    9747/  10000 (97.47%), best:    9783/10000 (97.83%), error:       825.39368, best error:       729.41553 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 72.4702987671s, input_fired_time: 0.9110135436, output_fired_time: 0.5807185173, propagate_forward_time: 27.4497852325, propagate_backward_time: 41.7645645142, weight_update_time: 0.0754031315, other_time: 1.7642211914
epoch time: 5.9454021454s, input_fired_time: 0.0948785543, output_fired_time: 0.0000000000, propagate_forward_time: 5.5381708145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123526573
validation[          , genome  7087] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       759.70819, best error:       729.41553 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 72.7229461670s, input_fired_time: 0.9108502269, output_fired_time: 0.5817564130, propagate_forward_time: 27.5093917847, propagate_backward_time: 41.9585189819, weight_update_time: 0.0755348876, other_time: 1.7624282837
epoch time: 5.8878326416s, input_fired_time: 0.0933875591, output_fired_time: 0.0000000000, propagate_forward_time: 5.4854931831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3089518547
validation[          , genome  7087] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       772.60162, best error:       729.41553 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 72.8141403198s, input_fired_time: 0.9110611677, output_fired_time: 0.5853610635, propagate_forward_time: 27.5584506989, propagate_backward_time: 41.9885826111, weight_update_time: 0.0758435428, other_time: 1.7706871033
epoch time: 5.8882999420s, input_fired_time: 0.0947002321, output_fired_time: 0.0000000000, propagate_forward_time: 5.4845867157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090128899
validation[          , genome  7087] predictions:    9779/  10000 (97.79%), best:    9783/10000 (97.83%), error:       793.75287, best error:       729.41553 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 72.9245605469s, input_fired_time: 0.9169442654, output_fired_time: 0.5909139514, propagate_forward_time: 27.5954666138, propagate_backward_time: 42.0278930664, weight_update_time: 0.0760602802, other_time: 1.7933425903
epoch time: 5.9675960541s, input_fired_time: 0.0943583027, output_fired_time: 0.0000000000, propagate_forward_time: 5.5625252724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107123375
validation[          , genome  7087] predictions:    9753/  10000 (97.53%), best:    9783/10000 (97.83%), error:       853.79840, best error:       729.41553 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 72.6833038330s, input_fired_time: 0.9102755785, output_fired_time: 0.5905914903, propagate_forward_time: 27.5096015930, propagate_backward_time: 41.9112205505, weight_update_time: 0.0754160434, other_time: 1.7616119385
epoch time: 5.8853998184s, input_fired_time: 0.0927235708, output_fired_time: 0.0000000000, propagate_forward_time: 5.4827790260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098974228
validation[          , genome  7087] predictions:    9633/  10000 (96.33%), best:    9783/10000 (97.83%), error:      1244.25928, best error:       729.41553 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 72.7072296143s, input_fired_time: 0.9110401869, output_fired_time: 0.5879597068, propagate_forward_time: 27.4951133728, propagate_backward_time: 41.9650001526, weight_update_time: 0.0756403208, other_time: 1.7481155396
epoch time: 5.8883118629s, input_fired_time: 0.0945010483, output_fired_time: 0.0000000000, propagate_forward_time: 5.4851026535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087081909
validation[          , genome  7087] predictions:    9704/  10000 (97.04%), best:    9783/10000 (97.83%), error:      1058.06946, best error:       729.41553 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 72.4282836914s, input_fired_time: 0.9124110937, output_fired_time: 0.5754428506, propagate_forward_time: 27.4122524261, propagate_backward_time: 41.7906990051, weight_update_time: 0.0752384141, other_time: 1.7374763489
epoch time: 5.8876724243s, input_fired_time: 0.0950900018, output_fired_time: 0.0000000000, propagate_forward_time: 5.4842929840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082895279
validation[          , genome  7087] predictions:    9698/  10000 (96.98%), best:    9783/10000 (97.83%), error:       989.67657, best error:       729.41553 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 72.5962066650s, input_fired_time: 0.9137385488, output_fired_time: 0.5885984302, propagate_forward_time: 27.5060043335, propagate_backward_time: 41.8438034058, weight_update_time: 0.0755638182, other_time: 1.7440567017
epoch time: 5.8818778992s, input_fired_time: 0.0949624851, output_fired_time: 0.0000000000, propagate_forward_time: 5.4812655449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056497574
validation[          , genome  7087] predictions:    9746/  10000 (97.46%), best:    9783/10000 (97.83%), error:       829.97192, best error:       729.41553 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 72.3944320679s, input_fired_time: 0.9148613811, output_fired_time: 0.5746783614, propagate_forward_time: 27.4130020142, propagate_backward_time: 41.7575263977, weight_update_time: 0.0753758848, other_time: 1.7343635559
epoch time: 5.9445390701s, input_fired_time: 0.0968828350, output_fired_time: 0.0000000000, propagate_forward_time: 5.5383152962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093409538
validation[          , genome  7087] predictions:    9776/  10000 (97.76%), best:    9783/10000 (97.83%), error:       752.01624, best error:       729.41553 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 72.4147338867s, input_fired_time: 0.9140619040, output_fired_time: 0.5751072168, propagate_forward_time: 27.4184665680, propagate_backward_time: 41.7648468018, weight_update_time: 0.0751968622, other_time: 1.7422561646
epoch time: 5.8850746155s, input_fired_time: 0.0957623273, output_fired_time: 0.0000000000, propagate_forward_time: 5.4825510979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067612648
validation[          , genome  7087] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       765.81995, best error:       729.41553 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 72.4985733032s, input_fired_time: 0.9149472713, output_fired_time: 0.5755556822, propagate_forward_time: 27.4465656281, propagate_backward_time: 41.8209686279, weight_update_time: 0.0754074305, other_time: 1.7405395508
epoch time: 5.8844256401s, input_fired_time: 0.0953450203, output_fired_time: 0.0000000000, propagate_forward_time: 5.4824800491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066005707
validation[          , genome  7087] predictions:    9720/  10000 (97.20%), best:    9783/10000 (97.83%), error:       929.71936, best error:       729.41553 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 72.8233871460s, input_fired_time: 0.9164050817, output_fired_time: 0.5873442292, propagate_forward_time: 27.5997161865, propagate_backward_time: 41.9702758789, weight_update_time: 0.0755131692, other_time: 1.7496490479
epoch time: 6.0199146271s, input_fired_time: 0.0963647664, output_fired_time: 0.0000000000, propagate_forward_time: 5.6139979362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095517159
validation[          , genome  7087] predictions:    9720/  10000 (97.20%), best:    9783/10000 (97.83%), error:       973.69952, best error:       729.41553 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 72.9690475464s, input_fired_time: 0.9170898199, output_fired_time: 0.5866749883, propagate_forward_time: 27.6440143585, propagate_backward_time: 42.0618209839, weight_update_time: 0.0757633001, other_time: 1.7594451904
epoch time: 5.9101481438s, input_fired_time: 0.0958774537, output_fired_time: 0.0000000000, propagate_forward_time: 5.5054411888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088293076
validation[          , genome  7087] predictions:    9691/  10000 (96.91%), best:    9783/10000 (97.83%), error:      1030.05603, best error:       729.41553 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 73.1057128906s, input_fired_time: 0.9229147434, output_fired_time: 0.5914583802, propagate_forward_time: 27.8024692535, propagate_backward_time: 42.0554695129, weight_update_time: 0.0760631487, other_time: 1.7334022522
epoch time: 5.8858499527s, input_fired_time: 0.0943572447, output_fired_time: 0.0000000000, propagate_forward_time: 5.4859018326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055911064
validation[          , genome  7087] predictions:    9747/  10000 (97.47%), best:    9783/10000 (97.83%), error:       881.59912, best error:       729.41553 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 72.6812133789s, input_fired_time: 0.9128949642, output_fired_time: 0.5874805450, propagate_forward_time: 27.5180931091, propagate_backward_time: 41.9329109192, weight_update_time: 0.0755126253, other_time: 1.7298355103
epoch time: 5.8971967697s, input_fired_time: 0.0960306898, output_fired_time: 0.0000000000, propagate_forward_time: 5.4964895248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046765327
validation[          , genome  7087] predictions:    9767/  10000 (97.67%), best:    9783/10000 (97.83%), error:       827.74719, best error:       729.41553 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 72.6796722412s, input_fired_time: 0.9106523991, output_fired_time: 0.5817956328, propagate_forward_time: 27.4802360535, propagate_backward_time: 41.9902114868, weight_update_time: 0.0754315630, other_time: 1.7167778015
epoch time: 5.8777370453s, input_fired_time: 0.0929625407, output_fired_time: 0.0000000000, propagate_forward_time: 5.4815187454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3032555580
validation[          , genome  7087] predictions:    9651/  10000 (96.51%), best:    9783/10000 (97.83%), error:      1165.95642, best error:       729.41553 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 72.5988464355s, input_fired_time: 0.9112551808, output_fired_time: 0.5825240016, propagate_forward_time: 27.4429016113, propagate_backward_time: 41.9400634766, weight_update_time: 0.0753473043, other_time: 1.7220993042
epoch time: 5.8912854195s, input_fired_time: 0.0943074971, output_fired_time: 0.0000000000, propagate_forward_time: 5.4923167229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046612740
validation[          , genome  7087] predictions:    9752/  10000 (97.52%), best:    9783/10000 (97.83%), error:       848.61945, best error:       729.41553 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 72.4906692505s, input_fired_time: 0.9124468565, output_fired_time: 0.5795102715, propagate_forward_time: 27.4486312866, propagate_backward_time: 41.8326644897, weight_update_time: 0.0751135722, other_time: 1.7174148560
epoch time: 5.8829207420s, input_fired_time: 0.0944426507, output_fired_time: 0.0000000000, propagate_forward_time: 5.4826383591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3058395386
validation[          , genome  7087] predictions:    9730/  10000 (97.30%), best:    9783/10000 (97.83%), error:       948.47064, best error:       729.41553 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 72.7099075317s, input_fired_time: 0.9207111001, output_fired_time: 0.5832207203, propagate_forward_time: 27.5016613007, propagate_backward_time: 41.9571609497, weight_update_time: 0.0753451809, other_time: 1.7471542358
epoch time: 5.8864860535s, input_fired_time: 0.0958160535, output_fired_time: 0.0000000000, propagate_forward_time: 5.4840946198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065752983
validation[          , genome  7087] predictions:    9666/  10000 (96.66%), best:    9783/10000 (97.83%), error:      1117.53479, best error:       729.41553 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 73.6692352295s, input_fired_time: 0.9329207540, output_fired_time: 0.5890656710, propagate_forward_time: 27.8583564758, propagate_backward_time: 42.5041885376, weight_update_time: 0.0778758675, other_time: 1.7847023010
epoch time: 5.9537644386s, input_fired_time: 0.0956138596, output_fired_time: 0.0000000000, propagate_forward_time: 5.5502138138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079366684
validation[          , genome  7087] predictions:    9770/  10000 (97.70%), best:    9783/10000 (97.83%), error:       780.56921, best error:       729.41553 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 74.1460418701s, input_fired_time: 0.9278449416, output_fired_time: 0.5968353152, propagate_forward_time: 28.0592899323, propagate_backward_time: 42.7658081055, weight_update_time: 0.0768114179, other_time: 1.7962722778
epoch time: 5.9027800560s, input_fired_time: 0.0942942426, output_fired_time: 0.0000000000, propagate_forward_time: 5.4961261749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123598099
validation[          , genome  7087] predictions:    9734/  10000 (97.34%), best:    9783/10000 (97.83%), error:       931.98602, best error:       729.41553 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 72.9534835815s, input_fired_time: 0.9221733809, output_fired_time: 0.5888889432, propagate_forward_time: 27.5855388641, propagate_backward_time: 42.0965309143, weight_update_time: 0.0757048354, other_time: 1.7603492737
epoch time: 5.8897957802s, input_fired_time: 0.0954370871, output_fired_time: 0.0000000000, propagate_forward_time: 5.4841542244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102045059
validation[          , genome  7087] predictions:    9745/  10000 (97.45%), best:    9783/10000 (97.83%), error:       880.56226, best error:       729.41553 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 73.4321975708s, input_fired_time: 0.9264671206, output_fired_time: 0.5871630311, propagate_forward_time: 27.8232383728, propagate_backward_time: 42.3137474060, weight_update_time: 0.0765463412, other_time: 1.7815780640
epoch time: 6.0386595726s, input_fired_time: 0.0966150910, output_fired_time: 0.0000000000, propagate_forward_time: 5.6295862198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3124580383
validation[          , genome  7087] predictions:    9723/  10000 (97.23%), best:    9783/10000 (97.83%), error:       953.98566, best error:       729.41553 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 74.6137619019s, input_fired_time: 0.9418214560, output_fired_time: 0.5956454873, propagate_forward_time: 28.1704101562, propagate_backward_time: 43.0832405090, weight_update_time: 0.0778351948, other_time: 1.8226509094
epoch time: 6.0184712410s, input_fired_time: 0.0983261988, output_fired_time: 0.0000000000, propagate_forward_time: 5.6008563042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192887306
validation[          , genome  7087] predictions:    9746/  10000 (97.46%), best:    9783/10000 (97.83%), error:       827.29053, best error:       729.41553 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 74.5930633545s, input_fired_time: 0.9393909574, output_fired_time: 0.5931303501, propagate_forward_time: 28.3201293945, propagate_backward_time: 42.9246482849, weight_update_time: 0.0774278864, other_time: 1.8157615662
epoch time: 5.9394893646s, input_fired_time: 0.0948095992, output_fired_time: 0.0000000000, propagate_forward_time: 5.5365386009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081412315
validation[          , genome  7087] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       820.74994, best error:       729.41553 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 73.9289779663s, input_fired_time: 0.9222754240, output_fired_time: 0.5875267982, propagate_forward_time: 28.0149230957, propagate_backward_time: 42.6343574524, weight_update_time: 0.0769393668, other_time: 1.7699012756
epoch time: 5.9099998474s, input_fired_time: 0.0933551043, output_fired_time: 0.0000000000, propagate_forward_time: 5.5068464279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097982407
validation[          , genome  7087] predictions:    9621/  10000 (96.21%), best:    9783/10000 (97.83%), error:      1260.38452, best error:       729.41553 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 74.8120803833s, input_fired_time: 0.9352754951, output_fired_time: 0.5979995728, propagate_forward_time: 28.3322448730, propagate_backward_time: 43.1305732727, weight_update_time: 0.0772722363, other_time: 1.8159904480
epoch time: 6.0260353088s, input_fired_time: 0.0968959033, output_fired_time: 0.0000000000, propagate_forward_time: 5.6111125946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180270195
validation[          , genome  7087] predictions:    9768/  10000 (97.68%), best:    9783/10000 (97.83%), error:       845.77313, best error:       729.41553 on epoch:    54, 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: 30.3340377808s, input_fired_time: 0.4874989390, output_fired_time: 0.0000000000, propagate_forward_time: 28.2118415833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6346969604
best training[          , genome  7087] predictions:   49508/  50000 (99.02%), best:    9783/10000 (97.83%), error:      1621.84766, best error:       729.41553 on epoch:    54, 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: 5.9823422432s, input_fired_time: 0.0948301479, output_fired_time: 0.0000000000, propagate_forward_time: 5.5628676414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3246445656
   testing[          , genome  7087] predictions:    9786/  10000 (97.86%), best:    9783/10000 (97.83%), error:       664.09076, best error:       729.41553 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:44:21 (5896): called boinc_finish(0)

</stderr_txt>
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