Nameexact_genome_1512568488_44_6806_1
Workunit2605374
Created7 Dec 2017, 22:06:16 UTC
Sent7 Dec 2017, 22:15:46 UTC
Report deadline15 Dec 2017, 18:28:01 UTC
Received8 Dec 2017, 0:12:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62687
Run time1 hours 35 min 27 sec
CPU time1 hours 34 min 7 sec
Validate stateValid
Credit1,960.46
Device peak FLOPS4.30 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.24 MB
Peak swap size158.19 MB
Peak disk usage1.81 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0850577578, output_fired_time: 0.0000000000, propagate_forward_time: 3.7565500736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654149532
validation[          , genome  6806] predictions:    9688/  10000 (96.88%), best:    9721/10000 (97.21%), error:      1090.24744, best error:       988.89484 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.2437820435s, input_fired_time: 0.7528690100, output_fired_time: 0.6032948494, propagate_forward_time: 18.8435974121, propagate_backward_time: 30.5645256042, weight_update_time: 0.0692513436, other_time: 1.4794960022
epoch time: 4.1040644646s, input_fired_time: 0.0886062682, output_fired_time: 0.0000000000, propagate_forward_time: 3.7505514622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649066448
validation[          , genome  6806] predictions:    9606/  10000 (96.06%), best:    9721/10000 (97.21%), error:      1275.51721, best error:       988.89484 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 52.1816749573s, input_fired_time: 0.7548210621, output_fired_time: 0.6014521718, propagate_forward_time: 18.7952175140, propagate_backward_time: 30.5504283905, weight_update_time: 0.0690849274, other_time: 1.4797534943
epoch time: 4.1081666946s, input_fired_time: 0.0845181420, output_fired_time: 0.0000000000, propagate_forward_time: 3.7613744736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622742653
validation[          , genome  6806] predictions:    9684/  10000 (96.84%), best:    9721/10000 (97.21%), error:      1044.64807, best error:       988.89484 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 52.1597709656s, input_fired_time: 0.7527702451, output_fired_time: 0.6004115939, propagate_forward_time: 18.8164443970, propagate_backward_time: 30.5047645569, weight_update_time: 0.0695138276, other_time: 1.4853820801
epoch time: 4.1076235771s, input_fired_time: 0.0879904404, output_fired_time: 0.0000000000, propagate_forward_time: 3.7576141357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620191574
validation[          , genome  6806] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       926.84076, best error:       926.84076 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.1578750610s, input_fired_time: 0.7526795268, output_fired_time: 0.6058743000, propagate_forward_time: 18.7919025421, propagate_backward_time: 30.5294570923, weight_update_time: 0.0695828870, other_time: 1.4779663086
epoch time: 4.1155691147s, input_fired_time: 0.0857958570, output_fired_time: 0.0000000000, propagate_forward_time: 3.7665081024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632651329
validation[          , genome  6806] predictions:    9686/  10000 (96.86%), best:    9730/10000 (97.30%), error:      1045.25732, best error:       926.84076 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.1636810303s, input_fired_time: 0.7558083534, output_fired_time: 0.6040563583, propagate_forward_time: 18.7910785675, propagate_backward_time: 30.5290470123, weight_update_time: 0.0691589639, other_time: 1.4836864471
epoch time: 4.1081733704s, input_fired_time: 0.0857003331, output_fired_time: 0.0000000000, propagate_forward_time: 3.7588806152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635922432
validation[          , genome  6806] predictions:    9718/  10000 (97.18%), best:    9730/10000 (97.30%), error:       971.72260, best error:       926.84076 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 52.1868171692s, input_fired_time: 0.7545756698, output_fired_time: 0.6040350795, propagate_forward_time: 18.8111572266, propagate_backward_time: 30.5386104584, weight_update_time: 0.0716604665, other_time: 1.4784412384
epoch time: 4.1122221947s, input_fired_time: 0.0870337039, output_fired_time: 0.0000000000, propagate_forward_time: 3.7604043484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647840977
validation[          , genome  6806] predictions:    9667/  10000 (96.67%), best:    9730/10000 (97.30%), error:      1073.49072, best error:       926.84076 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.2012825012s, input_fired_time: 0.7584053278, output_fired_time: 0.6069462299, propagate_forward_time: 18.8144512177, propagate_backward_time: 30.5432853699, weight_update_time: 0.0699757412, other_time: 1.4781990051
epoch time: 4.1006965637s, input_fired_time: 0.0841620490, output_fired_time: 0.0000000000, propagate_forward_time: 3.7513310909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652032375
validation[          , genome  6806] predictions:    9722/  10000 (97.22%), best:    9730/10000 (97.30%), error:       947.68054, best error:       926.84076 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.1672706604s, input_fired_time: 0.7569928169, output_fired_time: 0.5996754169, propagate_forward_time: 18.8085899353, propagate_backward_time: 30.5258998871, weight_update_time: 0.0697069392, other_time: 1.4761142731
epoch time: 4.1112899780s, input_fired_time: 0.0882516503, output_fired_time: 0.0000000000, propagate_forward_time: 3.7562158108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668225765
validation[          , genome  6806] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       922.69604, best error:       922.69604 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.1654548645s, input_fired_time: 0.7560241818, output_fired_time: 0.6005539894, propagate_forward_time: 18.8053359985, propagate_backward_time: 30.5275936127, weight_update_time: 0.0693925396, other_time: 1.4759464264
epoch time: 4.1220607758s, input_fired_time: 0.0893346295, output_fired_time: 0.0000000000, propagate_forward_time: 3.7680566311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646696568
validation[          , genome  6806] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       914.67639, best error:       914.67639 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.1397056580s, input_fired_time: 0.7526179552, output_fired_time: 0.6012082100, propagate_forward_time: 18.7868270874, propagate_backward_time: 30.5158863068, weight_update_time: 0.0694466382, other_time: 1.4831676483
epoch time: 4.1175103188s, input_fired_time: 0.0863438472, output_fired_time: 0.0000000000, propagate_forward_time: 3.7610569000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701096535
validation[          , genome  6806] predictions:    9719/  10000 (97.19%), best:    9726/10000 (97.26%), error:       936.84662, best error:       914.67639 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 52.2070884705s, input_fired_time: 0.7571199536, output_fired_time: 0.6010575294, propagate_forward_time: 18.8073978424, propagate_backward_time: 30.5487003326, weight_update_time: 0.0699184611, other_time: 1.4928112030
epoch time: 4.1080884933s, input_fired_time: 0.0850683749, output_fired_time: 0.0000000000, propagate_forward_time: 3.7577085495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653117180
validation[          , genome  6806] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       890.04865, best error:       890.04865 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.2052650452s, input_fired_time: 0.7543047667, output_fired_time: 0.6037136316, propagate_forward_time: 18.8187999725, propagate_backward_time: 30.5496597290, weight_update_time: 0.0693990514, other_time: 1.4787902832
epoch time: 4.1018662453s, input_fired_time: 0.0872613341, output_fired_time: 0.0000000000, propagate_forward_time: 3.7516868114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2629182339
validation[          , genome  6806] predictions:    9715/  10000 (97.15%), best:    9755/10000 (97.55%), error:       940.77826, best error:       890.04865 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.2207870483s, input_fired_time: 0.7609121799, output_fired_time: 0.6006479263, propagate_forward_time: 18.8403301239, propagate_backward_time: 30.5381641388, weight_update_time: 0.0690193176, other_time: 1.4807338715
epoch time: 4.1064348221s, input_fired_time: 0.0861597732, output_fired_time: 0.0000000000, propagate_forward_time: 3.7576935291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625815868
validation[          , genome  6806] predictions:    9734/  10000 (97.34%), best:    9755/10000 (97.55%), error:       933.75916, best error:       890.04865 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.1868476868s, input_fired_time: 0.7575913072, output_fired_time: 0.6003129482, propagate_forward_time: 18.8117218018, propagate_backward_time: 30.5409107208, weight_update_time: 0.0697025880, other_time: 1.4763126373
epoch time: 4.1072001457s, input_fired_time: 0.0852540061, output_fired_time: 0.0000000000, propagate_forward_time: 3.7560245991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659213543
validation[          , genome  6806] predictions:    9709/  10000 (97.09%), best:    9755/10000 (97.55%), error:       999.72626, best error:       890.04865 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.1364593506s, input_fired_time: 0.7562460899, output_fired_time: 0.5998911262, propagate_forward_time: 18.8045787811, propagate_backward_time: 30.4970169067, weight_update_time: 0.0703560933, other_time: 1.4787273407
epoch time: 4.1025114059s, input_fired_time: 0.0893853307, output_fired_time: 0.0000000000, propagate_forward_time: 3.7498254776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633004189
validation[          , genome  6806] predictions:    9658/  10000 (96.58%), best:    9755/10000 (97.55%), error:      1139.57654, best error:       890.04865 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.1508331299s, input_fired_time: 0.7579947114, output_fired_time: 0.6009237766, propagate_forward_time: 18.7933921814, propagate_backward_time: 30.5207252502, weight_update_time: 0.0698040202, other_time: 1.4777946472
epoch time: 4.1020932198s, input_fired_time: 0.0865460336, output_fired_time: 0.0000000000, propagate_forward_time: 3.7507441044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648031712
validation[          , genome  6806] predictions:    9750/  10000 (97.50%), best:    9755/10000 (97.55%), error:       910.32843, best error:       890.04865 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.1618423462s, input_fired_time: 0.7572584152, output_fired_time: 0.6032761335, propagate_forward_time: 18.7827796936, propagate_backward_time: 30.5396938324, weight_update_time: 0.0691294149, other_time: 1.4788341522
epoch time: 4.1225018501s, input_fired_time: 0.0904932022, output_fired_time: 0.0000000000, propagate_forward_time: 3.7682061195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638025284
validation[          , genome  6806] predictions:    9720/  10000 (97.20%), best:    9755/10000 (97.55%), error:       919.48065, best error:       890.04865 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.1937141418s, input_fired_time: 0.7602136731, output_fired_time: 0.6011024714, propagate_forward_time: 18.7834815979, propagate_backward_time: 30.5733642578, weight_update_time: 0.0698605701, other_time: 1.4755554199
epoch time: 4.1064386368s, input_fired_time: 0.0875484496, output_fired_time: 0.0000000000, propagate_forward_time: 3.7570052147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618851662
validation[          , genome  6806] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       857.92914, best error:       857.92914 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.1732177734s, input_fired_time: 0.7581498623, output_fired_time: 0.6035266519, propagate_forward_time: 18.8128414154, propagate_backward_time: 30.5250797272, weight_update_time: 0.0696481839, other_time: 1.4736213684
epoch time: 4.1216678619s, input_fired_time: 0.0861563161, output_fired_time: 0.0000000000, propagate_forward_time: 3.7709369659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645745277
validation[          , genome  6806] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       876.90509, best error:       857.92914 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.1765022278s, input_fired_time: 0.7567676902, output_fired_time: 0.6009399295, propagate_forward_time: 18.7817707062, propagate_backward_time: 30.5512027740, weight_update_time: 0.0698351040, other_time: 1.4858226776
epoch time: 4.1019945145s, input_fired_time: 0.0842839479, output_fired_time: 0.0000000000, propagate_forward_time: 3.7542936802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634170055
validation[          , genome  6806] predictions:    9694/  10000 (96.94%), best:    9746/10000 (97.46%), error:      1038.15125, best error:       857.92914 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.2040252686s, input_fired_time: 0.7595731616, output_fired_time: 0.6038163304, propagate_forward_time: 18.8361186981, propagate_backward_time: 30.5195217133, weight_update_time: 0.0709970742, other_time: 1.4849948883
epoch time: 4.1161141396s, input_fired_time: 0.0908826366, output_fired_time: 0.0000000000, propagate_forward_time: 3.7608017921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644295692
validation[          , genome  6806] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:      1013.60577, best error:       857.92914 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.2071189880s, input_fired_time: 0.7626186609, output_fired_time: 0.6034736037, propagate_forward_time: 18.8058567047, propagate_backward_time: 30.5458507538, weight_update_time: 0.0704017878, other_time: 1.4893207550
epoch time: 4.1018476486s, input_fired_time: 0.0894152075, output_fired_time: 0.0000000000, propagate_forward_time: 3.7504038811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620286942
validation[          , genome  6806] predictions:    9708/  10000 (97.08%), best:    9746/10000 (97.46%), error:       995.31464, best error:       857.92914 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.1891860962s, input_fired_time: 0.7586884499, output_fired_time: 0.6042110324, propagate_forward_time: 18.8100814819, propagate_backward_time: 30.5358982086, weight_update_time: 0.0705949292, other_time: 1.4803066254
epoch time: 4.1183600426s, input_fired_time: 0.0870682225, output_fired_time: 0.0000000000, propagate_forward_time: 3.7662992477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649927139
validation[          , genome  6806] predictions:    9699/  10000 (96.99%), best:    9746/10000 (97.46%), error:      1016.55573, best error:       857.92914 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.2530555725s, input_fired_time: 0.7754076719, output_fired_time: 0.6046881080, propagate_forward_time: 18.8116626740, propagate_backward_time: 30.5750980377, weight_update_time: 0.0693580285, other_time: 1.4862041473
epoch time: 4.0980715752s, input_fired_time: 0.0866863206, output_fired_time: 0.0000000000, propagate_forward_time: 3.7488517761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625336647
validation[          , genome  6806] predictions:    9724/  10000 (97.24%), best:    9746/10000 (97.46%), error:       932.77905, best error:       857.92914 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.1968536377s, input_fired_time: 0.7588771582, output_fired_time: 0.6015175581, propagate_forward_time: 18.8001308441, propagate_backward_time: 30.5572986603, weight_update_time: 0.0696379319, other_time: 1.4790325165
epoch time: 4.0964765549s, input_fired_time: 0.0867059007, output_fired_time: 0.0000000000, propagate_forward_time: 3.7460336685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637372017
validation[          , genome  6806] predictions:    9720/  10000 (97.20%), best:    9746/10000 (97.46%), error:       926.71234, best error:       857.92914 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.1684913635s, input_fired_time: 0.7664175034, output_fired_time: 0.6014850140, propagate_forward_time: 18.7962951660, propagate_backward_time: 30.5276069641, weight_update_time: 0.0695365444, other_time: 1.4766845703
epoch time: 4.1208825111s, input_fired_time: 0.0900095403, output_fired_time: 0.0000000000, propagate_forward_time: 3.7621333599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687394619
validation[          , genome  6806] predictions:    9745/  10000 (97.45%), best:    9746/10000 (97.46%), error:       862.68518, best error:       857.92914 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.1080436707s, input_fired_time: 0.7585299611, output_fired_time: 0.6023462415, propagate_forward_time: 18.7693214417, propagate_backward_time: 30.4990959167, weight_update_time: 0.0691321790, other_time: 1.4787521362
epoch time: 4.1099405289s, input_fired_time: 0.0857196525, output_fired_time: 0.0000000000, propagate_forward_time: 3.7604303360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637906075
validation[          , genome  6806] predictions:    9715/  10000 (97.15%), best:    9746/10000 (97.46%), error:       980.35382, best error:       857.92914 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 52.2229957581s, input_fired_time: 0.7726489305, output_fired_time: 0.6009126306, propagate_forward_time: 18.8011837006, propagate_backward_time: 30.5685901642, weight_update_time: 0.0706400350, other_time: 1.4796581268
epoch time: 4.1099219322s, input_fired_time: 0.0881636515, output_fired_time: 0.0000000000, propagate_forward_time: 3.7553727627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663853168
validation[          , genome  6806] predictions:    9738/  10000 (97.38%), best:    9746/10000 (97.46%), error:       894.42603, best error:       857.92914 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 52.2528762817s, input_fired_time: 0.7616153359, output_fired_time: 0.6019690037, propagate_forward_time: 18.8239154816, propagate_backward_time: 30.5840530396, weight_update_time: 0.0706011504, other_time: 1.4813232422
epoch time: 4.1121549606s, input_fired_time: 0.0879272744, output_fired_time: 0.0000000000, propagate_forward_time: 3.7609291077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632985115
validation[          , genome  6806] predictions:    9745/  10000 (97.45%), best:    9746/10000 (97.46%), error:       883.98138, best error:       857.92914 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.1825256348s, input_fired_time: 0.7625328898, output_fired_time: 0.6039823294, propagate_forward_time: 18.8068122864, propagate_backward_time: 30.5287742615, weight_update_time: 0.0698848888, other_time: 1.4804267883
epoch time: 4.1203761101s, input_fired_time: 0.0872532651, output_fired_time: 0.0000000000, propagate_forward_time: 3.7690222263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641007900
validation[          , genome  6806] predictions:    9663/  10000 (96.63%), best:    9746/10000 (97.46%), error:      1076.09534, best error:       857.92914 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 52.1734809875s, input_fired_time: 0.7622290254, output_fired_time: 0.6019307375, propagate_forward_time: 18.7975311279, propagate_backward_time: 30.5336513519, weight_update_time: 0.0692572519, other_time: 1.4781360626
epoch time: 4.1188821793s, input_fired_time: 0.0924467295, output_fired_time: 0.0000000000, propagate_forward_time: 3.7631256580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633097172
validation[          , genome  6806] predictions:    9714/  10000 (97.14%), best:    9746/10000 (97.46%), error:       950.70245, best error:       857.92914 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.1712341309s, input_fired_time: 0.7642136812, output_fired_time: 0.6043035984, propagate_forward_time: 18.7990226746, propagate_backward_time: 30.5119228363, weight_update_time: 0.0692084134, other_time: 1.4917697906
epoch time: 4.1131463051s, input_fired_time: 0.0874700919, output_fired_time: 0.0000000000, propagate_forward_time: 3.7625885010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2630877495
validation[          , genome  6806] predictions:    9724/  10000 (97.24%), best:    9746/10000 (97.46%), error:       896.97406, best error:       857.92914 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.1854934692s, input_fired_time: 0.7656462193, output_fired_time: 0.6021029949, propagate_forward_time: 18.8011093140, propagate_backward_time: 30.5377159119, weight_update_time: 0.0693011135, other_time: 1.4789161682
epoch time: 4.1176428795s, input_fired_time: 0.0899656639, output_fired_time: 0.0000000000, propagate_forward_time: 3.7624115944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652654648
validation[          , genome  6806] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       855.18396, best error:       855.18396 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.1768913269s, input_fired_time: 0.7638608217, output_fired_time: 0.6004450321, propagate_forward_time: 18.8188915253, propagate_backward_time: 30.5167484283, weight_update_time: 0.0694836527, other_time: 1.4769439697
epoch time: 4.1130952835s, input_fired_time: 0.0878221691, output_fired_time: 0.0000000000, propagate_forward_time: 3.7627725601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625007629
validation[          , genome  6806] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:       955.15320, best error:       855.18396 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.1738090515s, input_fired_time: 0.7685695887, output_fired_time: 0.6008031368, propagate_forward_time: 18.7883071899, propagate_backward_time: 30.5321350098, weight_update_time: 0.0695325136, other_time: 1.4839935303
epoch time: 4.1073102951s, input_fired_time: 0.0866633058, output_fired_time: 0.0000000000, propagate_forward_time: 3.7569291592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637178898
validation[          , genome  6806] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       893.32214, best error:       855.18396 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.1854095459s, input_fired_time: 0.7661205530, output_fired_time: 0.6017031074, propagate_forward_time: 18.8048553467, propagate_backward_time: 30.5320205688, weight_update_time: 0.0691477433, other_time: 1.4807090759
epoch time: 4.1149854660s, input_fired_time: 0.0889835060, output_fired_time: 0.0000000000, propagate_forward_time: 3.7578964233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2681055069
validation[          , genome  6806] predictions:    9743/  10000 (97.43%), best:    9750/10000 (97.50%), error:       862.27222, best error:       855.18396 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.1885986328s, input_fired_time: 0.7671291232, output_fired_time: 0.6055564284, propagate_forward_time: 18.8022994995, propagate_backward_time: 30.5365676880, weight_update_time: 0.0711823702, other_time: 1.4770469666
epoch time: 4.1120448112s, input_fired_time: 0.0915145800, output_fired_time: 0.0000000000, propagate_forward_time: 3.7584185600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621116638
validation[          , genome  6806] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       885.54706, best error:       855.18396 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.1929435730s, input_fired_time: 0.7696286440, output_fired_time: 0.6036660075, propagate_forward_time: 18.8062458038, propagate_backward_time: 30.5354995728, weight_update_time: 0.0698820651, other_time: 1.4779052734
epoch time: 4.1188263893s, input_fired_time: 0.0874119103, output_fired_time: 0.0000000000, propagate_forward_time: 3.7673504353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640640736
validation[          , genome  6806] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:       966.16919, best error:       855.18396 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.2109336853s, input_fired_time: 0.7639936805, output_fired_time: 0.6113466620, propagate_forward_time: 18.7978019714, propagate_backward_time: 30.5577411652, weight_update_time: 0.0689197853, other_time: 1.4800510406
epoch time: 4.1089711189s, input_fired_time: 0.0891433880, output_fired_time: 0.0000000000, propagate_forward_time: 3.7570490837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627787590
validation[          , genome  6806] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       837.94977, best error:       837.94977 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.1894874573s, input_fired_time: 0.7646366954, output_fired_time: 0.6023665667, propagate_forward_time: 18.8156967163, propagate_backward_time: 30.5341682434, weight_update_time: 0.0689559057, other_time: 1.4726181030
epoch time: 4.0978627205s, input_fired_time: 0.0872582942, output_fired_time: 0.0000000000, propagate_forward_time: 3.7490682602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2615361214
validation[          , genome  6806] predictions:    9739/  10000 (97.39%), best:    9754/10000 (97.54%), error:       886.04248, best error:       837.94977 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.1548843384s, input_fired_time: 0.7655202746, output_fired_time: 0.6016508937, propagate_forward_time: 18.7996730804, propagate_backward_time: 30.5100765228, weight_update_time: 0.0696939230, other_time: 1.4779624939
epoch time: 4.1042218208s, input_fired_time: 0.0869236141, output_fired_time: 0.0000000000, propagate_forward_time: 3.7531244755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641737461
validation[          , genome  6806] predictions:    9728/  10000 (97.28%), best:    9754/10000 (97.54%), error:       904.69751, best error:       837.94977 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.1750183105s, input_fired_time: 0.7704105377, output_fired_time: 0.5998326540, propagate_forward_time: 18.7945957184, propagate_backward_time: 30.5313625336, weight_update_time: 0.0692528710, other_time: 1.4788150787
epoch time: 4.1158618927s, input_fired_time: 0.0889237821, output_fired_time: 0.0000000000, propagate_forward_time: 3.7634356022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635023594
validation[          , genome  6806] predictions:    9750/  10000 (97.50%), best:    9754/10000 (97.54%), error:       855.48120, best error:       837.94977 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 52.2125015259s, input_fired_time: 0.7652412653, output_fired_time: 0.6053548455, propagate_forward_time: 18.8250141144, propagate_backward_time: 30.5369644165, weight_update_time: 0.0700316727, other_time: 1.4799270630
epoch time: 4.1119408607s, input_fired_time: 0.0894724503, output_fired_time: 0.0000000000, propagate_forward_time: 3.7588360310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636325359
validation[          , genome  6806] predictions:    9747/  10000 (97.47%), best:    9754/10000 (97.54%), error:       861.04358, best error:       837.94977 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.1326141357s, input_fired_time: 0.7648736835, output_fired_time: 0.6018017530, propagate_forward_time: 18.7813930511, propagate_backward_time: 30.5026969910, weight_update_time: 0.0691213533, other_time: 1.4818477631
epoch time: 4.1116633415s, input_fired_time: 0.0894108489, output_fired_time: 0.0000000000, propagate_forward_time: 3.7596116066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2626409531
validation[          , genome  6806] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       779.85449, best error:       779.85449 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.2039108276s, input_fired_time: 0.7678455710, output_fired_time: 0.6010995507, propagate_forward_time: 18.7920455933, propagate_backward_time: 30.5669155121, weight_update_time: 0.0694357455, other_time: 1.4760036469
epoch time: 4.1329627037s, input_fired_time: 0.0902906954, output_fired_time: 0.0000000000, propagate_forward_time: 3.7770783901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655937672
validation[          , genome  6806] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       872.77625, best error:       779.85449 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 52.2054290771s, input_fired_time: 0.7668896914, output_fired_time: 0.6027168036, propagate_forward_time: 18.8220291138, propagate_backward_time: 30.5315742493, weight_update_time: 0.0693207160, other_time: 1.4822158813
epoch time: 4.1266632080s, input_fired_time: 0.0918479934, output_fired_time: 0.0000000000, propagate_forward_time: 3.7713820934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634332180
validation[          , genome  6806] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       940.04370, best error:       779.85449 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.2217445374s, input_fired_time: 0.7646793723, output_fired_time: 0.6027254462, propagate_forward_time: 18.8157234192, propagate_backward_time: 30.5585975647, weight_update_time: 0.0697228462, other_time: 1.4800186157
epoch time: 4.1082959175s, input_fired_time: 0.0879991353, output_fired_time: 0.0000000000, propagate_forward_time: 3.7579841614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623124123
validation[          , genome  6806] predictions:    9682/  10000 (96.82%), best:    9767/10000 (97.67%), error:      1090.51038, best error:       779.85449 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 52.1493072510s, input_fired_time: 0.7697642446, output_fired_time: 0.6038773656, propagate_forward_time: 18.7822914124, propagate_backward_time: 30.5173320770, weight_update_time: 0.0705653876, other_time: 1.4760417938
epoch time: 4.1259117126s, input_fired_time: 0.0900748670, output_fired_time: 0.0000000000, propagate_forward_time: 3.7707939148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650427818
validation[          , genome  6806] predictions:    9620/  10000 (96.20%), best:    9767/10000 (97.67%), error:      1169.23792, best error:       779.85449 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.2256202698s, input_fired_time: 0.7693764567, output_fired_time: 0.6011671424, propagate_forward_time: 18.8196754456, propagate_backward_time: 30.5481739044, weight_update_time: 0.0695598647, other_time: 1.4872303009
epoch time: 4.1136803627s, input_fired_time: 0.0883381143, output_fired_time: 0.0000000000, propagate_forward_time: 3.7622466087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2630958557
validation[          , genome  6806] predictions:    9718/  10000 (97.18%), best:    9767/10000 (97.67%), error:       937.13440, best error:       779.85449 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.3226165771s, input_fired_time: 0.7713034749, output_fired_time: 0.6066292524, propagate_forward_time: 18.8586673737, propagate_backward_time: 30.6023712158, weight_update_time: 0.0697035491, other_time: 1.4836425781
epoch time: 4.1090331078s, input_fired_time: 0.0900916904, output_fired_time: 0.0000000000, propagate_forward_time: 3.7561268806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2628145218
validation[          , genome  6806] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       907.52405, best error:       779.85449 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.2176475525s, input_fired_time: 0.7682680488, output_fired_time: 0.6027647257, propagate_forward_time: 18.8109302521, propagate_backward_time: 30.5538253784, weight_update_time: 0.0699623451, other_time: 1.4818572998
epoch time: 4.0987644196s, input_fired_time: 0.0877132863, output_fired_time: 0.0000000000, propagate_forward_time: 3.7473909855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636601925
validation[          , genome  6806] predictions:    9741/  10000 (97.41%), best:    9767/10000 (97.67%), error:       855.13452, best error:       779.85449 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.1508369446s, input_fired_time: 0.7672317028, output_fired_time: 0.5997031927, propagate_forward_time: 18.7942619324, propagate_backward_time: 30.5120449066, weight_update_time: 0.0700229555, other_time: 1.4775943756
epoch time: 4.1169300079s, input_fired_time: 0.0909087509, output_fired_time: 0.0000000000, propagate_forward_time: 3.7619352341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640862465
validation[          , genome  6806] predictions:    9765/  10000 (97.65%), best:    9767/10000 (97.67%), error:       828.27234, best error:       779.85449 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 52.1945953369s, input_fired_time: 0.7666819096, output_fired_time: 0.5991403461, propagate_forward_time: 18.8155937195, propagate_backward_time: 30.5339927673, weight_update_time: 0.0694700032, other_time: 1.4791870117
epoch time: 4.1001043320s, input_fired_time: 0.0905650258, output_fired_time: 0.0000000000, propagate_forward_time: 3.7460174561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635216713
validation[          , genome  6806] predictions:    9748/  10000 (97.48%), best:    9767/10000 (97.67%), error:       861.75287, best error:       779.85449 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 52.2059631348s, input_fired_time: 0.7740023136, output_fired_time: 0.6048936248, propagate_forward_time: 18.8039855957, propagate_backward_time: 30.5387668610, weight_update_time: 0.0697679371, other_time: 1.4843158722
epoch time: 4.1182031631s, input_fired_time: 0.0894307494, output_fired_time: 0.0000000000, propagate_forward_time: 3.7653942108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633781433
validation[          , genome  6806] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       893.11389, best error:       779.85449 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.1616821289s, input_fired_time: 0.7705758810, output_fired_time: 0.6067930460, propagate_forward_time: 18.7948265076, propagate_backward_time: 30.5110130310, weight_update_time: 0.0695763603, other_time: 1.4784736633
epoch time: 4.1096167564s, input_fired_time: 0.0909833387, output_fired_time: 0.0000000000, propagate_forward_time: 3.7564647198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621686459
validation[          , genome  6806] predictions:    9738/  10000 (97.38%), best:    9767/10000 (97.67%), error:       891.22778, best error:       779.85449 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 52.2435226440s, input_fired_time: 0.7719051838, output_fired_time: 0.6006921530, propagate_forward_time: 18.8256492615, propagate_backward_time: 30.5668411255, weight_update_time: 0.0699330717, other_time: 1.4784355164
epoch time: 4.1095557213s, input_fired_time: 0.0896077231, output_fired_time: 0.0000000000, propagate_forward_time: 3.7562215328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637264729
validation[          , genome  6806] predictions:    9744/  10000 (97.44%), best:    9767/10000 (97.67%), error:       919.19183, best error:       779.85449 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.1617393494s, input_fired_time: 0.7711070180, output_fired_time: 0.6012292504, propagate_forward_time: 18.7989807129, propagate_backward_time: 30.5161476135, weight_update_time: 0.0692500845, other_time: 1.4742736816
epoch time: 4.1116757393s, input_fired_time: 0.0885853842, output_fired_time: 0.0000000000, propagate_forward_time: 3.7595813274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635090351
validation[          , genome  6806] predictions:    9745/  10000 (97.45%), best:    9767/10000 (97.67%), error:       892.63800, best error:       779.85449 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 52.1538162231s, input_fired_time: 0.7747532129, output_fired_time: 0.6056853533, propagate_forward_time: 18.8021831512, propagate_backward_time: 30.4899349213, weight_update_time: 0.0702158213, other_time: 1.4812583923
epoch time: 4.1212019920s, input_fired_time: 0.0921437591, output_fired_time: 0.0000000000, propagate_forward_time: 3.7646784782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2643799782
validation[          , genome  6806] predictions:    9729/  10000 (97.29%), best:    9767/10000 (97.67%), error:       930.67181, best error:       779.85449 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 52.1319999695s, input_fired_time: 0.7724367976, output_fired_time: 0.6025728583, propagate_forward_time: 18.7754573822, propagate_backward_time: 30.5065059662, weight_update_time: 0.0690171197, other_time: 1.4750251770
epoch time: 4.1078047752s, input_fired_time: 0.0882078484, output_fired_time: 0.0000000000, propagate_forward_time: 3.7563159466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632811069
validation[          , genome  6806] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:       957.20160, best error:       779.85449 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 52.2690162659s, input_fired_time: 0.7737658620, output_fired_time: 0.6044775248, propagate_forward_time: 18.8240680695, propagate_backward_time: 30.5897579193, weight_update_time: 0.0701218620, other_time: 1.4769458771
epoch time: 4.1158070564s, input_fired_time: 0.0897420794, output_fired_time: 0.0000000000, propagate_forward_time: 3.7627112865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633535862
validation[          , genome  6806] predictions:    9780/  10000 (97.80%), best:    9767/10000 (97.67%), error:       803.82190, best error:       779.85449 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.2491683960s, input_fired_time: 0.7721663117, output_fired_time: 0.6047447324, propagate_forward_time: 18.8350086212, propagate_backward_time: 30.5588989258, weight_update_time: 0.0701884627, other_time: 1.4783477783
epoch time: 4.1182107925s, input_fired_time: 0.0917226672, output_fired_time: 0.0000000000, propagate_forward_time: 3.7636332512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2628550529
validation[          , genome  6806] predictions:    9731/  10000 (97.31%), best:    9767/10000 (97.67%), error:       886.48242, best error:       779.85449 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.2011489868s, input_fired_time: 0.7709673047, output_fired_time: 0.6040819287, propagate_forward_time: 18.8020648956, propagate_backward_time: 30.5425682068, weight_update_time: 0.0693701431, other_time: 1.4814720154
epoch time: 4.1152420044s, input_fired_time: 0.0892447531, output_fired_time: 0.0000000000, propagate_forward_time: 3.7624902725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635068893
validation[          , genome  6806] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       887.88031, best error:       779.85449 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.2266502380s, input_fired_time: 0.7739433646, output_fired_time: 0.6010413170, propagate_forward_time: 18.8208370209, propagate_backward_time: 30.5422840118, weight_update_time: 0.0703106299, other_time: 1.4885463715
epoch time: 4.1071114540s, input_fired_time: 0.0885913596, output_fired_time: 0.0000000000, propagate_forward_time: 3.7524776459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660422325
validation[          , genome  6806] predictions:    9763/  10000 (97.63%), best:    9767/10000 (97.67%), error:       846.50397, best error:       779.85449 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.2646636963s, input_fired_time: 0.7690708637, output_fired_time: 0.6034623384, propagate_forward_time: 18.8448982239, propagate_backward_time: 30.5698833466, weight_update_time: 0.0692827329, other_time: 1.4773502350
epoch time: 4.1243143082s, input_fired_time: 0.0896543711, output_fired_time: 0.0000000000, propagate_forward_time: 3.7693235874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653362751
validation[          , genome  6806] predictions:    9766/  10000 (97.66%), best:    9767/10000 (97.67%), error:       825.03070, best error:       779.85449 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 52.2048492432s, input_fired_time: 0.7687118649, output_fired_time: 0.6038269401, propagate_forward_time: 18.8108921051, propagate_backward_time: 30.5333633423, weight_update_time: 0.0709376410, other_time: 1.4880523682
epoch time: 4.1216740608s, input_fired_time: 0.0889358968, output_fired_time: 0.0000000000, propagate_forward_time: 3.7677440643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649941444
validation[          , genome  6806] predictions:    9709/  10000 (97.09%), best:    9767/10000 (97.67%), error:       985.52179, best error:       779.85449 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 52.1875381470s, input_fired_time: 0.7711414099, output_fired_time: 0.6012684107, propagate_forward_time: 18.7817840576, propagate_backward_time: 30.5522270203, weight_update_time: 0.0694656298, other_time: 1.4811172485
epoch time: 4.1165213585s, input_fired_time: 0.0928752795, output_fired_time: 0.0000000000, propagate_forward_time: 3.7594127655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642331123
validation[          , genome  6806] predictions:    9748/  10000 (97.48%), best:    9767/10000 (97.67%), error:       860.65802, best error:       779.85449 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 52.1764640808s, input_fired_time: 0.7756759524, output_fired_time: 0.6019964814, propagate_forward_time: 18.8098850250, propagate_backward_time: 30.5089092255, weight_update_time: 0.0696537569, other_time: 1.4799957275
epoch time: 4.1084518433s, input_fired_time: 0.0890189633, output_fired_time: 0.0000000000, propagate_forward_time: 3.7557365894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636964321
validation[          , genome  6806] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       935.56921, best error:       779.85449 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 52.2032127380s, input_fired_time: 0.7738465071, output_fired_time: 0.6055396795, propagate_forward_time: 18.8055934906, propagate_backward_time: 30.5371532440, weight_update_time: 0.0702948198, other_time: 1.4810810089
epoch time: 4.1209025383s, input_fired_time: 0.0917061567, output_fired_time: 0.0000000000, propagate_forward_time: 3.7658183575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2633779049
validation[          , genome  6806] predictions:    9697/  10000 (96.97%), best:    9767/10000 (97.67%), error:      1014.76685, best error:       779.85449 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.2663536072s, input_fired_time: 0.7855498195, output_fired_time: 0.6026672125, propagate_forward_time: 18.8127689362, propagate_backward_time: 30.5783615112, weight_update_time: 0.0702549592, other_time: 1.4870071411
epoch time: 4.1154732704s, input_fired_time: 0.0916812643, output_fired_time: 0.0000000000, propagate_forward_time: 3.7568085194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669832706
validation[          , genome  6806] predictions:    9744/  10000 (97.44%), best:    9767/10000 (97.67%), error:       876.36365, best error:       779.85449 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.2670555115s, input_fired_time: 0.7776659727, output_fired_time: 0.6090548635, propagate_forward_time: 18.8038253784, propagate_backward_time: 30.5878829956, weight_update_time: 0.0707286596, other_time: 1.4886283875
epoch time: 4.1131281853s, input_fired_time: 0.0897812769, output_fired_time: 0.0000000000, propagate_forward_time: 3.7571258545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662210464
validation[          , genome  6806] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       919.37195, best error:       779.85449 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.3264045715s, input_fired_time: 0.7820562720, output_fired_time: 0.6054080129, propagate_forward_time: 18.8366756439, propagate_backward_time: 30.6145954132, weight_update_time: 0.0695462003, other_time: 1.4876689911
epoch time: 4.1130762100s, input_fired_time: 0.0901706666, output_fired_time: 0.0000000000, propagate_forward_time: 3.7557373047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671680450
validation[          , genome  6806] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:       949.27094, best error:       779.85449 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 52.2529754639s, input_fired_time: 0.7775054574, output_fired_time: 0.6014808416, propagate_forward_time: 18.8278160095, propagate_backward_time: 30.5617275238, weight_update_time: 0.0696655959, other_time: 1.4844455719
epoch time: 4.1082086563s, input_fired_time: 0.0922001228, output_fired_time: 0.0000000000, propagate_forward_time: 3.7520987988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639095783
validation[          , genome  6806] predictions:    9732/  10000 (97.32%), best:    9767/10000 (97.67%), error:       913.10150, best error:       779.85449 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 52.2190284729s, input_fired_time: 0.7771081924, output_fired_time: 0.6041260958, propagate_forward_time: 18.8126659393, propagate_backward_time: 30.5372276306, weight_update_time: 0.0697349831, other_time: 1.4879035950
epoch time: 4.1180391312s, input_fired_time: 0.0931076631, output_fired_time: 0.0000000000, propagate_forward_time: 3.7606494427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642819881
validation[          , genome  6806] predictions:    9728/  10000 (97.28%), best:    9767/10000 (97.67%), error:       924.94250, best error:       779.85449 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 52.2177848816s, input_fired_time: 0.7806053162, output_fired_time: 0.6029520035, propagate_forward_time: 18.8025665283, propagate_backward_time: 30.5465831757, weight_update_time: 0.0702894852, other_time: 1.4850788116
epoch time: 4.1178073883s, input_fired_time: 0.0895330831, output_fired_time: 0.0000000000, propagate_forward_time: 3.7621052265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661693096
validation[          , genome  6806] predictions:    9717/  10000 (97.17%), best:    9767/10000 (97.67%), error:       908.29321, best error:       779.85449 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.2510757446s, input_fired_time: 0.7760111094, output_fired_time: 0.6066167951, propagate_forward_time: 18.8095245361, propagate_backward_time: 30.5728416443, weight_update_time: 0.0698892325, other_time: 1.4860801697
epoch time: 4.1087803841s, input_fired_time: 0.0895865858, output_fired_time: 0.0000000000, propagate_forward_time: 3.7550532818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641403675
validation[          , genome  6806] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       896.02429, best error:       779.85449 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.2671775818s, input_fired_time: 0.7796211243, output_fired_time: 0.6052190661, propagate_forward_time: 18.8308334351, propagate_backward_time: 30.5610961914, weight_update_time: 0.0699076056, other_time: 1.4904060364
epoch time: 4.1279263496s, input_fired_time: 0.0899323896, output_fired_time: 0.0000000000, propagate_forward_time: 3.7730054855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649884224
validation[          , genome  6806] predictions:    9719/  10000 (97.19%), best:    9767/10000 (97.67%), error:       923.50958, best error:       779.85449 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.3117218018s, input_fired_time: 0.7818517089, output_fired_time: 0.6063460112, propagate_forward_time: 18.8182411194, propagate_backward_time: 30.6118106842, weight_update_time: 0.0709053054, other_time: 1.4934711456
epoch time: 4.1152625084s, input_fired_time: 0.0947022140, output_fired_time: 0.0000000000, propagate_forward_time: 3.7556500435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649102211
validation[          , genome  6806] predictions:    9699/  10000 (96.99%), best:    9767/10000 (97.67%), error:       994.01526, best error:       779.85449 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 52.2423095703s, input_fired_time: 0.7817514539, output_fired_time: 0.6030867100, propagate_forward_time: 18.8199367523, propagate_backward_time: 30.5521049500, weight_update_time: 0.0694224313, other_time: 1.4854316711
epoch time: 4.1297407150s, input_fired_time: 0.0942699462, output_fired_time: 0.0000000000, propagate_forward_time: 3.7712473869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642235756
validation[          , genome  6806] predictions:    9742/  10000 (97.42%), best:    9767/10000 (97.67%), error:       896.24890, best error:       779.85449 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 52.6620712280s, input_fired_time: 0.7823762894, output_fired_time: 0.6062747836, propagate_forward_time: 18.8927688599, propagate_backward_time: 30.6921787262, weight_update_time: 0.0695128962, other_time: 1.6884746552
epoch time: 4.1156120300s, input_fired_time: 0.0909696743, output_fired_time: 0.0000000000, propagate_forward_time: 3.7552607059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693817616
validation[          , genome  6806] predictions:    9738/  10000 (97.38%), best:    9767/10000 (97.67%), error:       920.81067, best error:       779.85449 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.2154235840s, input_fired_time: 0.7764933705, output_fired_time: 0.6010679603, propagate_forward_time: 18.8061389923, propagate_backward_time: 30.5494632721, weight_update_time: 0.0692855045, other_time: 1.4822597504
epoch time: 4.1114039421s, input_fired_time: 0.0914330855, output_fired_time: 0.0000000000, propagate_forward_time: 3.7555620670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644088268
validation[          , genome  6806] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       856.49896, best error:       779.85449 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.2802467346s, input_fired_time: 0.7813522220, output_fired_time: 0.6037117243, propagate_forward_time: 18.8186836243, propagate_backward_time: 30.5895614624, weight_update_time: 0.0708306506, other_time: 1.4869384766
epoch time: 4.1243190765s, input_fired_time: 0.0900928825, output_fired_time: 0.0000000000, propagate_forward_time: 3.7701532841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640731335
validation[          , genome  6806] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       882.43317, best error:       779.85449 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.2919960022s, input_fired_time: 0.7801654339, output_fired_time: 0.6070716977, propagate_forward_time: 18.8262195587, propagate_backward_time: 30.5878982544, weight_update_time: 0.0702036768, other_time: 1.4906387329
epoch time: 4.1222906113s, input_fired_time: 0.0902751386, output_fired_time: 0.0000000000, propagate_forward_time: 3.7673015594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647137642
validation[          , genome  6806] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       898.36188, best error:       779.85449 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 52.2067489624s, input_fired_time: 0.7804881930, output_fired_time: 0.6023861170, propagate_forward_time: 18.8150768280, propagate_backward_time: 30.5168266296, weight_update_time: 0.0702232569, other_time: 1.4919700623
epoch time: 4.1186027527s, input_fired_time: 0.0922520310, output_fired_time: 0.0000000000, propagate_forward_time: 3.7607450485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656054497
validation[          , genome  6806] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       978.37518, best error:       779.85449 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.1945571899s, input_fired_time: 0.7747597694, output_fired_time: 0.6019138694, propagate_forward_time: 18.7912178040, propagate_backward_time: 30.5382308960, weight_update_time: 0.0693701282, other_time: 1.4884338379
epoch time: 4.1287336349s, input_fired_time: 0.0933372006, output_fired_time: 0.0000000000, propagate_forward_time: 3.7692391872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661573887
validation[          , genome  6806] predictions:    9706/  10000 (97.06%), best:    9767/10000 (97.67%), error:       997.05011, best error:       779.85449 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.2465057373s, input_fired_time: 0.7827954888, output_fired_time: 0.6085139513, propagate_forward_time: 18.8149394989, propagate_backward_time: 30.5515594482, weight_update_time: 0.0692619234, other_time: 1.4887008667
epoch time: 4.1110210419s, input_fired_time: 0.0911634490, output_fired_time: 0.0000000000, propagate_forward_time: 3.7545924187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652649879
validation[          , genome  6806] predictions:    9742/  10000 (97.42%), best:    9767/10000 (97.67%), error:       926.49951, best error:       779.85449 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.3258819580s, input_fired_time: 0.7877265215, output_fired_time: 0.6082588434, propagate_forward_time: 18.8268451691, propagate_backward_time: 30.6004791260, weight_update_time: 0.0706693009, other_time: 1.5025711060
epoch time: 4.1154079437s, input_fired_time: 0.0896826237, output_fired_time: 0.0000000000, propagate_forward_time: 3.7608761787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648491859
validation[          , genome  6806] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       888.44861, best error:       779.85449 on epoch:    58, 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: 20.7127838135s, input_fired_time: 0.4593580961, output_fired_time: 0.0000000000, propagate_forward_time: 18.8613224030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3921031952
best training[          , genome  6806] predictions:   49542/  50000 (99.08%), best:    9767/10000 (97.67%), error:      1811.01270, best error:       779.85449 on epoch:    58, 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: 4.1274337769s, input_fired_time: 0.0902589932, output_fired_time: 0.0000000000, propagate_forward_time: 3.7699556351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672190666
   testing[          , genome  6806] predictions:    9764/  10000 (97.64%), best:    9767/10000 (97.67%), error:       745.27710, best error:       779.85449 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:51:13 (2284): called boinc_finish(0)

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