Nameexact_genome_1512568488_42_7089_1
Workunit2606646
Created7 Dec 2017, 23:40:40 UTC
Sent7 Dec 2017, 23:49:16 UTC
Report deadline16 Dec 2017, 13:40:27 UTC
Received8 Dec 2017, 5:54:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55111
Run time2 hours 15 min 31 sec
CPU time2 hours 13 min 13 sec
Validate stateValid
Credit2,144.31
Device peak FLOPS4.81 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.50 MB
Peak swap size162.13 MB
Peak disk usage2.63 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
3616988, output_fired_time: 0.0000000000, propagate_forward_time: 7.3611803055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2382774353
validation[          , genome  7089] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       914.21228, best error:       866.64075 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 99.2201156616s, input_fired_time: 0.7787246704, output_fired_time: 0.6884452701, propagate_forward_time: 35.8341445923, propagate_backward_time: 57.6037101746, weight_update_time: 0.0863522217, other_time: 4.3150901794
epoch time: 7.6762905121s, input_fired_time: 0.0856739730, output_fired_time: 0.0000000000, propagate_forward_time: 7.3531045914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2375121117
validation[          , genome  7089] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       859.76318, best error:       859.76318 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 98.9582748413s, input_fired_time: 0.7773143649, output_fired_time: 0.6880920529, propagate_forward_time: 31.7267074585, propagate_backward_time: 62.3523635864, weight_update_time: 0.0860581845, other_time: 3.4137954712
epoch time: 6.5064020157s, input_fired_time: 0.0861844122, output_fired_time: 0.0000000000, propagate_forward_time: 6.1895456314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2306718826
validation[          , genome  7089] predictions:    9714/  10000 (97.14%), best:    9745/10000 (97.45%), error:       923.44781, best error:       859.76318 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 98.1004104614s, input_fired_time: 0.7766250372, output_fired_time: 0.6885473728, propagate_forward_time: 35.7266921997, propagate_backward_time: 59.5467185974, weight_update_time: 0.0869249925, other_time: 1.3618278503
epoch time: 7.7769517899s, input_fired_time: 0.0871792883, output_fired_time: 0.0000000000, propagate_forward_time: 7.4500713348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2397012711
validation[          , genome  7089] predictions:    9701/  10000 (97.01%), best:    9745/10000 (97.45%), error:       995.96942, best error:       859.76318 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 98.6487197876s, input_fired_time: 1.6955928802, output_fired_time: 1.6905850172, propagate_forward_time: 36.5555992126, propagate_backward_time: 57.3448753357, weight_update_time: 0.0868523642, other_time: 1.3620681763
epoch time: 7.5615358353s, input_fired_time: 0.0865934938, output_fired_time: 0.0000000000, propagate_forward_time: 6.3239421844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1510000229
validation[          , genome  7089] predictions:    9719/  10000 (97.19%), best:    9745/10000 (97.45%), error:       925.03021, best error:       859.76318 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 98.2709045410s, input_fired_time: 0.7790820599, output_fired_time: 1.6811398268, propagate_forward_time: 34.0676536560, propagate_backward_time: 60.3860816956, weight_update_time: 0.0861541480, other_time: 1.3569488525
epoch time: 7.6641402245s, input_fired_time: 0.0884848833, output_fired_time: 0.0000000000, propagate_forward_time: 7.3331212997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2425341606
validation[          , genome  7089] predictions:    9653/  10000 (96.53%), best:    9745/10000 (97.45%), error:      1146.97766, best error:       859.76318 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 99.0338973999s, input_fired_time: 0.7778474689, output_fired_time: 0.6894922853, propagate_forward_time: 38.9267082214, propagate_backward_time: 57.2764472961, weight_update_time: 0.0867737234, other_time: 1.3634033203
epoch time: 7.7757682800s, input_fired_time: 0.0874868855, output_fired_time: 0.0000000000, propagate_forward_time: 7.4490003586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392811775
validation[          , genome  7089] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       812.31488, best error:       812.31488 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 97.4471435547s, input_fired_time: 1.8080588579, output_fired_time: 1.7238225937, propagate_forward_time: 32.5145225525, propagate_backward_time: 60.0476188660, weight_update_time: 0.0855126381, other_time: 1.3531188965
epoch time: 7.5717163086s, input_fired_time: 0.0854246393, output_fired_time: 0.0000000000, propagate_forward_time: 7.2514863014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2348055840
validation[          , genome  7089] predictions:    9698/  10000 (96.98%), best:    9760/10000 (97.60%), error:       987.22876, best error:       812.31488 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 98.8317565918s, input_fired_time: 1.8258368969, output_fired_time: 0.6854960918, propagate_forward_time: 33.6806030273, propagate_backward_time: 60.2178764343, weight_update_time: 0.0858790278, other_time: 2.4219474792
epoch time: 7.5199813843s, input_fired_time: 0.0855940506, output_fired_time: 0.0000000000, propagate_forward_time: 7.2020330429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2323541641
validation[          , genome  7089] predictions:    9721/  10000 (97.21%), best:    9760/10000 (97.60%), error:       886.83752, best error:       812.31488 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 99.4262008667s, input_fired_time: 0.7790221572, output_fired_time: 0.6855201125, propagate_forward_time: 37.7763786316, propagate_backward_time: 58.8329353333, weight_update_time: 0.0859096348, other_time: 1.3523483276
epoch time: 6.6336479187s, input_fired_time: 0.0869115293, output_fired_time: 0.0000000000, propagate_forward_time: 6.3050317764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2417044640
validation[          , genome  7089] predictions:    9717/  10000 (97.17%), best:    9760/10000 (97.60%), error:       899.99127, best error:       812.31488 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 98.4899063110s, input_fired_time: 0.7811208963, output_fired_time: 0.6816596985, propagate_forward_time: 33.8780899048, propagate_backward_time: 60.7705650330, weight_update_time: 0.0869328082, other_time: 2.3784751892
epoch time: 7.5244836807s, input_fired_time: 0.0843786299, output_fired_time: 0.0000000000, propagate_forward_time: 7.2082405090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2318644524
validation[          , genome  7089] predictions:    9724/  10000 (97.24%), best:    9760/10000 (97.60%), error:       903.13666, best error:       812.31488 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 98.7884140015s, input_fired_time: 0.7787005305, output_fired_time: 0.6833443642, propagate_forward_time: 35.6225280762, propagate_backward_time: 59.3415451050, weight_update_time: 0.0865458548, other_time: 2.3622970581
epoch time: 7.7685933113s, input_fired_time: 0.0881084874, output_fired_time: 0.0000000000, propagate_forward_time: 7.4411382675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2393465042
validation[          , genome  7089] predictions:    9735/  10000 (97.35%), best:    9760/10000 (97.60%), error:       860.39142, best error:       812.31488 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 97.2862854004s, input_fired_time: 0.7817766666, output_fired_time: 0.6895942688, propagate_forward_time: 38.7741661072, propagate_backward_time: 53.6407546997, weight_update_time: 0.0867081061, other_time: 3.3999900818
epoch time: 7.6712131500s, input_fired_time: 0.0873885155, output_fired_time: 0.0000000000, propagate_forward_time: 7.3475518227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2362728119
validation[          , genome  7089] predictions:    9714/  10000 (97.14%), best:    9760/10000 (97.60%), error:       917.11969, best error:       812.31488 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 96.9995880127s, input_fired_time: 0.7833322883, output_fired_time: 0.6855123043, propagate_forward_time: 34.1797065735, propagate_backward_time: 59.9909934998, weight_update_time: 0.0872677267, other_time: 1.3600463867
epoch time: 7.6884012222s, input_fired_time: 1.0982309580, output_fired_time: 0.0000000000, propagate_forward_time: 6.3559184074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2342519760
validation[          , genome  7089] predictions:    9735/  10000 (97.35%), best:    9760/10000 (97.60%), error:       848.13947, best error:       812.31488 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 98.1808090210s, input_fired_time: 2.8136754036, output_fired_time: 0.6895584464, propagate_forward_time: 34.2183074951, propagate_backward_time: 59.0975456238, weight_update_time: 0.0871738493, other_time: 1.3617210388
epoch time: 7.6393280029s, input_fired_time: 0.0882048532, output_fired_time: 0.0000000000, propagate_forward_time: 6.3692474365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1818757057
validation[          , genome  7089] predictions:    9609/  10000 (96.09%), best:    9760/10000 (97.60%), error:      1245.44861, best error:       812.31488 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 97.6414108276s, input_fired_time: 1.8261373043, output_fired_time: 1.7081767321, propagate_forward_time: 35.3664779663, propagate_backward_time: 57.3836402893, weight_update_time: 0.0861833319, other_time: 1.3569831848
epoch time: 7.5464615822s, input_fired_time: 0.0857805088, output_fired_time: 0.0000000000, propagate_forward_time: 7.2251048088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2355761528
validation[          , genome  7089] predictions:    9725/  10000 (97.25%), best:    9760/10000 (97.60%), error:       876.44501, best error:       812.31488 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 99.2732238770s, input_fired_time: 0.7823949456, output_fired_time: 0.6827758551, propagate_forward_time: 38.7478637695, propagate_backward_time: 56.7024154663, weight_update_time: 0.0861350670, other_time: 2.3577728271
epoch time: 7.3710870743s, input_fired_time: 0.0857919678, output_fired_time: 0.0000000000, propagate_forward_time: 7.0528202057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2324748039
validation[          , genome  7089] predictions:    9753/  10000 (97.53%), best:    9760/10000 (97.60%), error:       882.22113, best error:       812.31488 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 99.3778305054s, input_fired_time: 1.7216999531, output_fired_time: 0.6908406019, propagate_forward_time: 33.7804374695, propagate_backward_time: 60.8349838257, weight_update_time: 0.0861001387, other_time: 2.3498649597
epoch time: 6.6594104767s, input_fired_time: 0.0866282061, output_fired_time: 0.0000000000, propagate_forward_time: 6.3339934349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2387886047
validation[          , genome  7089] predictions:    9716/  10000 (97.16%), best:    9760/10000 (97.60%), error:       931.91150, best error:       812.31488 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 99.3495941162s, input_fired_time: 0.7798718810, output_fired_time: 0.6820176244, propagate_forward_time: 34.7019691467, propagate_backward_time: 60.8910369873, weight_update_time: 0.0867446363, other_time: 2.2947044373
epoch time: 7.5986142159s, input_fired_time: 0.0866948590, output_fired_time: 0.0000000000, propagate_forward_time: 7.2749667168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2369527817
validation[          , genome  7089] predictions:    9738/  10000 (97.38%), best:    9760/10000 (97.60%), error:       815.39709, best error:       812.31488 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 99.7286148071s, input_fired_time: 0.7815819383, output_fired_time: 1.6937304735, propagate_forward_time: 28.8836078644, propagate_backward_time: 66.0033035278, weight_update_time: 0.0864497498, other_time: 2.3663864136
epoch time: 7.6783308983s, input_fired_time: 0.0887154788, output_fired_time: 0.0000000000, propagate_forward_time: 7.3528332710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2367820740
validation[          , genome  7089] predictions:    9743/  10000 (97.43%), best:    9760/10000 (97.60%), error:       853.74341, best error:       812.31488 on epoch:    20, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 99.4610290527s, input_fired_time: 0.7825078964, output_fired_time: 0.6797074676, propagate_forward_time: 35.8010826111, propagate_backward_time: 60.8379402161, weight_update_time: 0.0864377096, other_time: 1.3597869873
epoch time: 7.6580204964s, input_fired_time: 0.0874808058, output_fired_time: 0.0000000000, propagate_forward_time: 7.3338375092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2367019653
validation[          , genome  7089] predictions:    9748/  10000 (97.48%), best:    9760/10000 (97.60%), error:       832.61865, best error:       812.31488 on epoch:    20, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 98.0802612305s, input_fired_time: 1.7996526957, output_fired_time: 0.6802613139, propagate_forward_time: 38.6650924683, propagate_backward_time: 55.5763549805, weight_update_time: 0.0867582560, other_time: 1.3589019775
epoch time: 7.5325746536s, input_fired_time: 0.0873392522, output_fired_time: 0.0000000000, propagate_forward_time: 7.2129516602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2322835922
validation[          , genome  7089] predictions:    9753/  10000 (97.53%), best:    9760/10000 (97.60%), error:       824.15173, best error:       812.31488 on epoch:    20, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 99.5529861450s, input_fired_time: 0.7847267985, output_fired_time: 0.6818015575, propagate_forward_time: 33.8577690125, propagate_backward_time: 62.8730621338, weight_update_time: 0.0867799670, other_time: 1.3556213379
epoch time: 7.7493152618s, input_fired_time: 0.0883890688, output_fired_time: 0.0000000000, propagate_forward_time: 7.4210157394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2399106026
validation[          , genome  7089] predictions:    9738/  10000 (97.38%), best:    9760/10000 (97.60%), error:       838.91486, best error:       812.31488 on epoch:    20, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 99.8304367065s, input_fired_time: 0.7844583392, output_fired_time: 0.6907657385, propagate_forward_time: 39.7067108154, propagate_backward_time: 57.2722930908, weight_update_time: 0.0879893526, other_time: 1.3762054443
epoch time: 7.8028588295s, input_fired_time: 0.0879454911, output_fired_time: 0.0000000000, propagate_forward_time: 7.4751338959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2397794724
validation[          , genome  7089] predictions:    9722/  10000 (97.22%), best:    9760/10000 (97.60%), error:       854.13916, best error:       812.31488 on epoch:    20, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 99.6717681885s, input_fired_time: 0.7828991413, output_fired_time: 1.6994233131, propagate_forward_time: 32.8099403381, propagate_backward_time: 63.0136146545, weight_update_time: 0.0866348147, other_time: 1.3658866882
epoch time: 7.5190224648s, input_fired_time: 0.0868129358, output_fired_time: 0.0000000000, propagate_forward_time: 7.1988253593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2333841324
validation[          , genome  7089] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       801.97736, best error:       801.97736 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 99.9508743286s, input_fired_time: 1.7863264084, output_fired_time: 0.6864434481, propagate_forward_time: 39.2758789063, propagate_backward_time: 56.8433494568, weight_update_time: 0.0861518979, other_time: 1.3588752747
epoch time: 7.6752128601s, input_fired_time: 0.0875977576, output_fired_time: 0.0000000000, propagate_forward_time: 6.3467407227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2408742905
validation[          , genome  7089] predictions:    9723/  10000 (97.23%), best:    9761/10000 (97.61%), error:       941.54907, best error:       801.97736 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 99.7144241333s, input_fired_time: 1.7848254442, output_fired_time: 0.6856188774, propagate_forward_time: 35.5820350647, propagate_backward_time: 58.2360038757, weight_update_time: 0.0866030902, other_time: 3.4259414673
epoch time: 6.6516833305s, input_fired_time: 0.0878042206, output_fired_time: 0.0000000000, propagate_forward_time: 6.3258233070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2380557060
validation[          , genome  7089] predictions:    9756/  10000 (97.56%), best:    9761/10000 (97.61%), error:       819.90692, best error:       801.97736 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 98.0815734863s, input_fired_time: 1.8078858852, output_fired_time: 0.6805338264, propagate_forward_time: 35.5415534973, propagate_backward_time: 58.6846923828, weight_update_time: 0.0878201053, other_time: 1.3669090271
epoch time: 7.8182811737s, input_fired_time: 0.0896651968, output_fired_time: 0.0000000000, propagate_forward_time: 7.4863958359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2422199249
validation[          , genome  7089] predictions:    9720/  10000 (97.20%), best:    9761/10000 (97.61%), error:       887.15271, best error:       801.97736 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 99.3283004761s, input_fired_time: 0.7812881470, output_fired_time: 0.6781005859, propagate_forward_time: 32.6692276001, propagate_backward_time: 63.8424720764, weight_update_time: 0.0862549394, other_time: 1.3572120667
epoch time: 6.7799024582s, input_fired_time: 0.0869470909, output_fired_time: 0.0000000000, propagate_forward_time: 6.4466814995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2462739944
validation[          , genome  7089] predictions:    9696/  10000 (96.96%), best:    9761/10000 (97.61%), error:       973.73206, best error:       801.97736 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 97.1319808960s, input_fired_time: 0.7817366123, output_fired_time: 0.6826875806, propagate_forward_time: 37.4647140503, propagate_backward_time: 56.8382492065, weight_update_time: 0.0865118951, other_time: 1.3645935059
epoch time: 7.5152630806s, input_fired_time: 0.0862682685, output_fired_time: 0.0000000000, propagate_forward_time: 7.1981954575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2307991982
validation[          , genome  7089] predictions:    9721/  10000 (97.21%), best:    9761/10000 (97.61%), error:       841.32733, best error:       801.97736 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 97.6398620605s, input_fired_time: 0.7843630314, output_fired_time: 0.6791596413, propagate_forward_time: 35.9532051086, propagate_backward_time: 58.8633651733, weight_update_time: 0.0868856758, other_time: 1.3597679138
epoch time: 7.6472764015s, input_fired_time: 0.0869759172, output_fired_time: 0.0000000000, propagate_forward_time: 7.3228535652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2374467850
validation[          , genome  7089] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       828.37408, best error:       801.97736 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 99.0507736206s, input_fired_time: 0.7883461714, output_fired_time: 0.6825208664, propagate_forward_time: 32.9213218689, propagate_backward_time: 62.2345695496, weight_update_time: 0.0874704793, other_time: 2.4240150452
epoch time: 7.6633353233s, input_fired_time: 0.0874184817, output_fired_time: 0.0000000000, propagate_forward_time: 7.3346638680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2412528992
validation[          , genome  7089] predictions:    9717/  10000 (97.17%), best:    9761/10000 (97.61%), error:       965.45685, best error:       801.97736 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 99.9657669067s, input_fired_time: 0.7886502147, output_fired_time: 1.7085369825, propagate_forward_time: 32.8757019043, propagate_backward_time: 61.2873344421, weight_update_time: 0.0874461606, other_time: 3.3055458069
epoch time: 7.7924799919s, input_fired_time: 0.0884961113, output_fired_time: 0.0000000000, propagate_forward_time: 7.4619493484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2420344353
validation[          , genome  7089] predictions:    9767/  10000 (97.67%), best:    9761/10000 (97.61%), error:       812.23065, best error:       801.97736 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 99.7145843506s, input_fired_time: 0.7882210612, output_fired_time: 0.6884765029, propagate_forward_time: 34.8912429810, propagate_backward_time: 61.9780311584, weight_update_time: 0.0869324580, other_time: 1.3686103821
epoch time: 7.6773500443s, input_fired_time: 0.0878177881, output_fired_time: 0.0000000000, propagate_forward_time: 7.3528823853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2366499901
validation[          , genome  7089] predictions:    9734/  10000 (97.34%), best:    9761/10000 (97.61%), error:       917.08289, best error:       801.97736 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 99.6776123047s, input_fired_time: 0.7853518128, output_fired_time: 0.6854816675, propagate_forward_time: 35.8250617981, propagate_backward_time: 59.0651931763, weight_update_time: 0.0872460902, other_time: 3.3165245056
epoch time: 6.6280856133s, input_fired_time: 0.0878790617, output_fired_time: 0.0000000000, propagate_forward_time: 6.3021693230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2380371094
validation[          , genome  7089] predictions:    9745/  10000 (97.45%), best:    9761/10000 (97.61%), error:       858.06445, best error:       801.97736 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 99.6883316040s, input_fired_time: 1.8071951866, output_fired_time: 0.6797121763, propagate_forward_time: 35.9795455933, propagate_backward_time: 59.8563423157, weight_update_time: 0.0866499916, other_time: 1.3655357361
epoch time: 7.7179956436s, input_fired_time: 0.0879148617, output_fired_time: 0.0000000000, propagate_forward_time: 7.3889350891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2411456108
validation[          , genome  7089] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       832.35699, best error:       801.97736 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 99.8317718506s, input_fired_time: 0.7865177989, output_fired_time: 0.6842619181, propagate_forward_time: 33.8705673218, propagate_backward_time: 63.1291694641, weight_update_time: 0.0869187191, other_time: 1.3612556458
epoch time: 7.6639356613s, input_fired_time: 0.0884438902, output_fired_time: 0.0000000000, propagate_forward_time: 7.3351297379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2403621674
validation[          , genome  7089] predictions:    9698/  10000 (96.98%), best:    9761/10000 (97.61%), error:       927.41034, best error:       801.97736 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 99.9479751587s, input_fired_time: 0.7882227898, output_fired_time: 0.6776530147, propagate_forward_time: 34.7541389465, propagate_backward_time: 61.3654327393, weight_update_time: 0.0863792449, other_time: 2.3625297546
epoch time: 7.7188339233s, input_fired_time: 0.0887564048, output_fired_time: 0.0000000000, propagate_forward_time: 7.3908753395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392020226
validation[          , genome  7089] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       769.80048, best error:       769.80048 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 99.8820037842s, input_fired_time: 0.7883049250, output_fired_time: 0.6859561801, propagate_forward_time: 33.9008216858, propagate_backward_time: 62.1452789307, weight_update_time: 0.0867226720, other_time: 2.3616333008
epoch time: 7.9096026421s, input_fired_time: 0.0923573077, output_fired_time: 0.0000000000, propagate_forward_time: 7.5711998940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2460455894
validation[          , genome  7089] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       799.31567, best error:       769.80048 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 99.1914978027s, input_fired_time: 0.7849584222, output_fired_time: 0.6796758175, propagate_forward_time: 38.4502525330, propagate_backward_time: 56.9082450867, weight_update_time: 0.0860657170, other_time: 2.3683700562
epoch time: 7.5627918243s, input_fired_time: 0.0888177752, output_fired_time: 0.0000000000, propagate_forward_time: 7.2362275124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2377467155
validation[          , genome  7089] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       889.01080, best error:       769.80048 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 99.4358978271s, input_fired_time: 0.7903175354, output_fired_time: 1.6144909859, propagate_forward_time: 34.9355392456, propagate_backward_time: 60.7240180969, weight_update_time: 0.0872588828, other_time: 1.3715324402
epoch time: 6.5785984993s, input_fired_time: 0.0878798440, output_fired_time: 0.0000000000, propagate_forward_time: 6.2547516823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2359671593
validation[          , genome  7089] predictions:    9762/  10000 (97.62%), best:    9764/10000 (97.64%), error:       775.09357, best error:       769.80048 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 100.1466293335s, input_fired_time: 0.7889600992, output_fired_time: 0.6838770509, propagate_forward_time: 37.9199638367, propagate_backward_time: 59.3959236145, weight_update_time: 0.0865063220, other_time: 1.3579025269
epoch time: 7.7188339233s, input_fired_time: 0.0895804390, output_fired_time: 0.0000000000, propagate_forward_time: 7.3901486397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2391047478
validation[          , genome  7089] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       907.45435, best error:       769.80048 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 101.2875366211s, input_fired_time: 0.7902489901, output_fired_time: 0.6843044162, propagate_forward_time: 33.9006385803, propagate_backward_time: 63.5420227051, weight_update_time: 0.0870640725, other_time: 2.3703155518
epoch time: 6.8229475021s, input_fired_time: 0.0904387981, output_fired_time: 0.0000000000, propagate_forward_time: 6.4871315956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2453770638
validation[          , genome  7089] predictions:    9710/  10000 (97.10%), best:    9764/10000 (97.64%), error:       924.04419, best error:       769.80048 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 98.9486160278s, input_fired_time: 0.7908424735, output_fired_time: 0.6916725636, propagate_forward_time: 39.7926673889, propagate_backward_time: 56.3075866699, weight_update_time: 0.0868468732, other_time: 1.3658485413
epoch time: 7.7333712578s, input_fired_time: 0.0889723301, output_fired_time: 0.0000000000, propagate_forward_time: 7.4032120705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2411866188
validation[          , genome  7089] predictions:    9743/  10000 (97.43%), best:    9764/10000 (97.64%), error:       811.49280, best error:       769.80048 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 101.3933410645s, input_fired_time: 0.7955343127, output_fired_time: 0.6812009215, propagate_forward_time: 38.9571647644, propagate_backward_time: 59.5948677063, weight_update_time: 0.0873583630, other_time: 1.3645782471
epoch time: 6.5768451691s, input_fired_time: 0.0879453123, output_fired_time: 0.0000000000, propagate_forward_time: 6.2500853539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2388143539
validation[          , genome  7089] predictions:    9705/  10000 (97.05%), best:    9764/10000 (97.64%), error:       971.80414, best error:       769.80048 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 99.7704849243s, input_fired_time: 0.7916204929, output_fired_time: 0.6824494600, propagate_forward_time: 35.7112197876, propagate_backward_time: 60.2204704285, weight_update_time: 0.0867586285, other_time: 2.3647270203
epoch time: 7.6004786491s, input_fired_time: 0.0884084776, output_fired_time: 0.0000000000, propagate_forward_time: 7.2764797211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2355904579
validation[          , genome  7089] predictions:    9753/  10000 (97.53%), best:    9764/10000 (97.64%), error:       774.98303, best error:       769.80048 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 100.2164230347s, input_fired_time: 0.7937116027, output_fired_time: 0.6872741580, propagate_forward_time: 34.0049324036, propagate_backward_time: 63.3678474426, weight_update_time: 0.0875008106, other_time: 1.3626670837
epoch time: 7.7630462646s, input_fired_time: 0.0903240815, output_fired_time: 0.0000000000, propagate_forward_time: 7.4332957268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2394266129
validation[          , genome  7089] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       866.82983, best error:       769.80048 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 100.2899856567s, input_fired_time: 1.7663543224, output_fired_time: 2.6409161091, propagate_forward_time: 37.8551788330, propagate_backward_time: 56.6554260254, weight_update_time: 0.0872724876, other_time: 1.3721084595
epoch time: 7.6035003662s, input_fired_time: 0.0884779617, output_fired_time: 0.0000000000, propagate_forward_time: 7.2786340714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2363882065
validation[          , genome  7089] predictions:    9747/  10000 (97.47%), best:    9764/10000 (97.64%), error:       810.23456, best error:       769.80048 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 100.2821884155s, input_fired_time: 0.7937197685, output_fired_time: 0.6831895113, propagate_forward_time: 36.9530067444, propagate_backward_time: 59.4213294983, weight_update_time: 0.0860154480, other_time: 2.4309463501
epoch time: 7.7784337997s, input_fired_time: 0.0900420323, output_fired_time: 0.0000000000, propagate_forward_time: 6.4381136894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2502779961
validation[          , genome  7089] predictions:    9734/  10000 (97.34%), best:    9764/10000 (97.64%), error:       873.67114, best error:       769.80048 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 100.2843704224s, input_fired_time: 1.8009929657, output_fired_time: 1.7155578136, propagate_forward_time: 31.8347606659, propagate_backward_time: 63.5563087463, weight_update_time: 0.0874990597, other_time: 1.3767433167
epoch time: 7.6906042099s, input_fired_time: 0.0894868672, output_fired_time: 0.0000000000, propagate_forward_time: 7.3596973419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2414197922
validation[          , genome  7089] predictions:    9717/  10000 (97.17%), best:    9764/10000 (97.64%), error:       914.57635, best error:       769.80048 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 101.3965911865s, input_fired_time: 1.8078714609, output_fired_time: 0.6913013458, propagate_forward_time: 34.9385528564, propagate_backward_time: 62.6044578552, weight_update_time: 0.0863498300, other_time: 1.3544120789
epoch time: 6.7222175598s, input_fired_time: 0.0906800255, output_fired_time: 0.0000000000, propagate_forward_time: 6.3962759972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2352614403
validation[          , genome  7089] predictions:    9743/  10000 (97.43%), best:    9764/10000 (97.64%), error:       858.08459, best error:       769.80048 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 100.4276275635s, input_fired_time: 0.7946056128, output_fired_time: 0.6851455569, propagate_forward_time: 36.9285697937, propagate_backward_time: 59.6328125000, weight_update_time: 0.0888030306, other_time: 2.3864936829
epoch time: 6.4864449501s, input_fired_time: 0.0878742561, output_fired_time: 0.0000000000, propagate_forward_time: 6.1655330658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2330374718
validation[          , genome  7089] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       784.88629, best error:       769.80048 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 98.9993667603s, input_fired_time: 0.7954006791, output_fired_time: 0.6861445904, propagate_forward_time: 36.6584167480, propagate_backward_time: 59.4934577942, weight_update_time: 0.0878835171, other_time: 1.3659477234
epoch time: 7.5209484100s, input_fired_time: 0.0889247730, output_fired_time: 0.0000000000, propagate_forward_time: 7.1986203194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2334032059
validation[          , genome  7089] predictions:    9742/  10000 (97.42%), best:    9764/10000 (97.64%), error:       835.29474, best error:       769.80048 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 100.2174987793s, input_fired_time: 0.7962918878, output_fired_time: 1.7060036659, propagate_forward_time: 34.8914794922, propagate_backward_time: 60.4456710815, weight_update_time: 0.0867025033, other_time: 2.3780517578
epoch time: 7.5386071205s, input_fired_time: 0.0866862386, output_fired_time: 0.0000000000, propagate_forward_time: 7.2196588516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2322621346
validation[          , genome  7089] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       873.85284, best error:       769.80048 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 100.1219406128s, input_fired_time: 0.7921673656, output_fired_time: 0.6811038852, propagate_forward_time: 37.6763687134, propagate_backward_time: 59.5960350037, weight_update_time: 0.0876252949, other_time: 1.3762626648
epoch time: 7.4704089165s, input_fired_time: 0.0882929713, output_fired_time: 0.0000000000, propagate_forward_time: 7.1548914909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2272243500
validation[          , genome  7089] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       853.69720, best error:       769.80048 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 100.3294754028s, input_fired_time: 0.7979093790, output_fired_time: 0.6948273778, propagate_forward_time: 33.9808998108, propagate_backward_time: 62.5293579102, weight_update_time: 0.0874758139, other_time: 2.3264770508
epoch time: 7.5861296654s, input_fired_time: 0.0888642743, output_fired_time: 0.0000000000, propagate_forward_time: 7.2619304657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2353348732
validation[          , genome  7089] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       751.80005, best error:       751.80005 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 100.4040832520s, input_fired_time: 0.7934277058, output_fired_time: 0.6843519807, propagate_forward_time: 32.8066062927, propagate_backward_time: 64.7517166138, weight_update_time: 0.0871074498, other_time: 1.3679885864
epoch time: 7.5860915184s, input_fired_time: 0.0884835571, output_fired_time: 0.0000000000, propagate_forward_time: 7.2595682144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2380399704
validation[          , genome  7089] predictions:    9746/  10000 (97.46%), best:    9762/10000 (97.62%), error:       803.96826, best error:       751.80005 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 100.3190155029s, input_fired_time: 1.8031543493, output_fired_time: 1.6838721037, propagate_forward_time: 34.6838150024, propagate_backward_time: 59.7834091187, weight_update_time: 0.0869604871, other_time: 2.3647689819
epoch time: 7.5794272423s, input_fired_time: 0.0891059414, output_fired_time: 0.0000000000, propagate_forward_time: 7.2524447441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2378764153
validation[          , genome  7089] predictions:    9761/  10000 (97.61%), best:    9762/10000 (97.62%), error:       798.38403, best error:       751.80005 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 100.4562225342s, input_fired_time: 0.7983193994, output_fired_time: 0.6869055629, propagate_forward_time: 34.0358505249, propagate_backward_time: 63.5696067810, weight_update_time: 0.0872243419, other_time: 1.3655433655
epoch time: 7.6953854561s, input_fired_time: 0.0901269093, output_fired_time: 0.0000000000, propagate_forward_time: 7.3642950058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2409634590
validation[          , genome  7089] predictions:    9737/  10000 (97.37%), best:    9762/10000 (97.62%), error:       848.82373, best error:       751.80005 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 100.1213302612s, input_fired_time: 0.7940996289, output_fired_time: 0.6871249676, propagate_forward_time: 33.7145690918, propagate_backward_time: 63.5767936707, weight_update_time: 0.0866608620, other_time: 1.3487434387
epoch time: 7.6375985146s, input_fired_time: 0.0906484872, output_fired_time: 0.0000000000, propagate_forward_time: 7.3128805161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2340693474
validation[          , genome  7089] predictions:    9730/  10000 (97.30%), best:    9762/10000 (97.62%), error:       873.32770, best error:       751.80005 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 98.7249221802s, input_fired_time: 0.7942227125, output_fired_time: 0.6854975224, propagate_forward_time: 35.6270637512, propagate_backward_time: 60.2507133484, weight_update_time: 0.0873885527, other_time: 1.3674240112
epoch time: 7.5230379105s, input_fired_time: 0.0881560519, output_fired_time: 0.0000000000, propagate_forward_time: 7.2013974190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2334842682
validation[          , genome  7089] predictions:    9730/  10000 (97.30%), best:    9762/10000 (97.62%), error:       854.91998, best error:       751.80005 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 99.6432113647s, input_fired_time: 1.8101000786, output_fired_time: 0.6857326627, propagate_forward_time: 35.7621345520, propagate_backward_time: 59.0209159851, weight_update_time: 0.0870947018, other_time: 2.3643341064
epoch time: 6.6017537117s, input_fired_time: 0.0898882300, output_fired_time: 0.0000000000, propagate_forward_time: 6.2741637230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2377018929
validation[          , genome  7089] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       856.55542, best error:       751.80005 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 98.9627151489s, input_fired_time: 1.6044440269, output_fired_time: 0.6864023805, propagate_forward_time: 35.8340072632, propagate_backward_time: 59.4719810486, weight_update_time: 0.0878669098, other_time: 1.3658790588
epoch time: 6.6515955925s, input_fired_time: 0.0899099782, output_fired_time: 0.0000000000, propagate_forward_time: 6.3252949715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2363905907
validation[          , genome  7089] predictions:    9751/  10000 (97.51%), best:    9762/10000 (97.62%), error:       858.13928, best error:       751.80005 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 99.9595489502s, input_fired_time: 0.7931101322, output_fired_time: 0.6811306477, propagate_forward_time: 37.6673164368, propagate_backward_time: 59.4578590393, weight_update_time: 0.0875025913, other_time: 1.3601303101
epoch time: 7.7397012711s, input_fired_time: 0.0907671005, output_fired_time: 0.0000000000, propagate_forward_time: 7.4069390297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2419953346
validation[          , genome  7089] predictions:    9778/  10000 (97.78%), best:    9762/10000 (97.62%), error:       771.71423, best error:       751.80005 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 99.8733520508s, input_fired_time: 0.7975488305, output_fired_time: 0.6785607338, propagate_forward_time: 32.5434608459, propagate_backward_time: 62.4373550415, weight_update_time: 0.0867145583, other_time: 3.4164352417
epoch time: 7.4805479050s, input_fired_time: 0.0882308856, output_fired_time: 0.0000000000, propagate_forward_time: 7.1539335251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2383832932
validation[          , genome  7089] predictions:    9717/  10000 (97.17%), best:    9762/10000 (97.62%), error:       951.27759, best error:       751.80005 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 100.1526947021s, input_fired_time: 0.7996972203, output_fired_time: 0.6874167323, propagate_forward_time: 35.8624610901, propagate_backward_time: 61.4433326721, weight_update_time: 0.0866442174, other_time: 1.3597869873
epoch time: 7.6301198006s, input_fired_time: 0.0898519456, output_fired_time: 0.0000000000, propagate_forward_time: 7.3071861267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2330818176
validation[          , genome  7089] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:       864.81915, best error:       751.80005 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 100.5602340698s, input_fired_time: 0.8003669977, output_fired_time: 0.6826701164, propagate_forward_time: 37.9748954773, propagate_backward_time: 57.6904182434, weight_update_time: 0.0871207789, other_time: 3.4118804932
epoch time: 7.6535630226s, input_fired_time: 1.1314985752, output_fired_time: 0.0000000000, propagate_forward_time: 6.2817311287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2403330803
validation[          , genome  7089] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       824.92230, best error:       751.80005 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 99.6682739258s, input_fired_time: 1.8040416241, output_fired_time: 0.6902893782, propagate_forward_time: 38.7747077942, propagate_backward_time: 57.0359535217, weight_update_time: 0.0868388414, other_time: 1.3632812500
epoch time: 7.7196941376s, input_fired_time: 0.0905489326, output_fired_time: 0.0000000000, propagate_forward_time: 7.3946790695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2344660759
validation[          , genome  7089] predictions:    9760/  10000 (97.60%), best:    9762/10000 (97.62%), error:       788.61133, best error:       751.80005 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 99.9867324829s, input_fired_time: 0.7981594801, output_fired_time: 1.6896880865, propagate_forward_time: 34.8424186707, propagate_backward_time: 60.3188285828, weight_update_time: 0.0876420662, other_time: 2.3376388550
epoch time: 7.4248914719s, input_fired_time: 0.0882288218, output_fired_time: 0.0000000000, propagate_forward_time: 7.1032924652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2333703041
validation[          , genome  7089] predictions:    9732/  10000 (97.32%), best:    9762/10000 (97.62%), error:       917.43939, best error:       751.80005 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 99.4516525269s, input_fired_time: 0.7927294374, output_fired_time: 0.6748811603, propagate_forward_time: 40.6944847107, propagate_backward_time: 55.9367980957, weight_update_time: 0.0866702273, other_time: 1.3527565002
epoch time: 7.6018500328s, input_fired_time: 0.0881795809, output_fired_time: 0.0000000000, propagate_forward_time: 6.2259740829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2876963615
validation[          , genome  7089] predictions:    9755/  10000 (97.55%), best:    9762/10000 (97.62%), error:       792.57916, best error:       751.80005 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 97.9173126221s, input_fired_time: 0.7844669819, output_fired_time: 0.6781122088, propagate_forward_time: 35.6140022278, propagate_backward_time: 58.5680198669, weight_update_time: 0.0853234082, other_time: 2.2727050781
epoch time: 7.4951872826s, input_fired_time: 0.0868970081, output_fired_time: 0.0000000000, propagate_forward_time: 7.1782956123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2299947739
validation[          , genome  7089] predictions:    9739/  10000 (97.39%), best:    9762/10000 (97.62%), error:       832.00916, best error:       751.80005 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 99.1650314331s, input_fired_time: 2.8332662582, output_fired_time: 0.6690281630, propagate_forward_time: 33.6956138611, propagate_backward_time: 60.6411094666, weight_update_time: 0.0854140967, other_time: 1.3260116577
epoch time: 7.6470165253s, input_fired_time: 0.0886100233, output_fired_time: 0.0000000000, propagate_forward_time: 7.3238296509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2345767021
validation[          , genome  7089] predictions:    9658/  10000 (96.58%), best:    9762/10000 (97.62%), error:      1122.70178, best error:       751.80005 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 97.4992599487s, input_fired_time: 0.7741293311, output_fired_time: 0.6703475714, propagate_forward_time: 35.2412147522, propagate_backward_time: 58.3933181763, weight_update_time: 0.0842794627, other_time: 2.4202461243
epoch time: 7.5855798721s, input_fired_time: 0.0900269747, output_fired_time: 0.0000000000, propagate_forward_time: 7.2620654106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2334876060
validation[          , genome  7089] predictions:    9747/  10000 (97.47%), best:    9762/10000 (97.62%), error:       834.04559, best error:       751.80005 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 99.5536346436s, input_fired_time: 0.7843915820, output_fired_time: 1.7244468927, propagate_forward_time: 35.7716598511, propagate_backward_time: 59.9457550049, weight_update_time: 0.0852656215, other_time: 1.3273773193
epoch time: 7.8290662766s, input_fired_time: 0.0914582089, output_fired_time: 0.0000000000, propagate_forward_time: 7.4989185333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2386894226
validation[          , genome  7089] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       906.45734, best error:       751.80005 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 99.0569763184s, input_fired_time: 0.7828978896, output_fired_time: 0.6810424924, propagate_forward_time: 35.6130104065, propagate_backward_time: 58.6952209473, weight_update_time: 0.0855603740, other_time: 3.2848014832
epoch time: 7.5084452629s, input_fired_time: 0.0893249139, output_fired_time: 0.0000000000, propagate_forward_time: 7.1853652000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2337551117
validation[          , genome  7089] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       809.57965, best error:       751.80005 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 98.2857589722s, input_fired_time: 1.8033384085, output_fired_time: 1.7071862221, propagate_forward_time: 32.7207145691, propagate_backward_time: 60.7162742615, weight_update_time: 0.0856716782, other_time: 1.3382492065
epoch time: 7.5326023102s, input_fired_time: 0.0877702385, output_fired_time: 0.0000000000, propagate_forward_time: 7.2189149857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2259168625
validation[          , genome  7089] predictions:    9724/  10000 (97.24%), best:    9762/10000 (97.62%), error:       842.97083, best error:       751.80005 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 99.0484924316s, input_fired_time: 0.7847273350, output_fired_time: 0.6741800308, propagate_forward_time: 34.6990509033, propagate_backward_time: 60.5999526978, weight_update_time: 0.0854278281, other_time: 2.2905807495
epoch time: 7.6589722633s, input_fired_time: 0.0895323753, output_fired_time: 0.0000000000, propagate_forward_time: 7.3362054825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2332344055
validation[          , genome  7089] predictions:    9683/  10000 (96.83%), best:    9762/10000 (97.62%), error:      1058.28723, best error:       751.80005 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 96.1209411621s, input_fired_time: 0.7808726430, output_fired_time: 0.6675124764, propagate_forward_time: 34.3166999817, propagate_backward_time: 59.0142097473, weight_update_time: 0.0858059898, other_time: 1.3416442871
epoch time: 7.5268378258s, input_fired_time: 0.0899350047, output_fired_time: 0.0000000000, propagate_forward_time: 7.2054009438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2315020561
validation[          , genome  7089] predictions:    9752/  10000 (97.52%), best:    9762/10000 (97.62%), error:       829.48859, best error:       751.80005 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 97.4023971558s, input_fired_time: 0.7843803763, output_fired_time: 2.5898771286, propagate_forward_time: 34.9155998230, propagate_backward_time: 56.7378768921, weight_update_time: 0.0850052759, other_time: 2.3746681213
epoch time: 7.2135777473s, input_fired_time: 0.0888655409, output_fired_time: 0.0000000000, propagate_forward_time: 6.8986668587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2260451317
validation[          , genome  7089] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:       963.97003, best error:       751.80005 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 98.8426361084s, input_fired_time: 0.7796987891, output_fired_time: 0.6719160676, propagate_forward_time: 34.2102775574, propagate_backward_time: 60.8386535645, weight_update_time: 0.0853192732, other_time: 2.3420906067
epoch time: 6.5384721756s, input_fired_time: 0.0890469253, output_fired_time: 0.0000000000, propagate_forward_time: 6.2174468040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2319784164
validation[          , genome  7089] predictions:    9714/  10000 (97.14%), best:    9762/10000 (97.62%), error:       925.12732, best error:       751.80005 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 99.1098861694s, input_fired_time: 0.7828257680, output_fired_time: 0.6720075011, propagate_forward_time: 36.7108612061, propagate_backward_time: 59.6082458496, weight_update_time: 0.0860304534, other_time: 1.3359451294
epoch time: 7.6034564972s, input_fired_time: 0.0874541923, output_fired_time: 0.0000000000, propagate_forward_time: 6.2635455132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2524566650
validation[          , genome  7089] predictions:    9757/  10000 (97.57%), best:    9762/10000 (97.62%), error:       777.02063, best error:       751.80005 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 98.7876205444s, input_fired_time: 1.8068100214, output_fired_time: 0.6686648726, propagate_forward_time: 37.4436759949, propagate_backward_time: 55.5927391052, weight_update_time: 0.0850760341, other_time: 3.2757339478
epoch time: 6.4264521599s, input_fired_time: 1.0070540905, output_fired_time: 0.0000000000, propagate_forward_time: 5.1895575523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2298407555
validation[          , genome  7089] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       901.03674, best error:       751.80005 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 97.9989852905s, input_fired_time: 0.7847777605, output_fired_time: 0.6677073240, propagate_forward_time: 35.4310722351, propagate_backward_time: 59.7849388123, weight_update_time: 0.0853213891, other_time: 1.3304901123
epoch time: 7.6206393242s, input_fired_time: 0.0892140791, output_fired_time: 0.0000000000, propagate_forward_time: 7.2978239059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2336015701
validation[          , genome  7089] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       790.71857, best error:       751.80005 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 98.7632522583s, input_fired_time: 0.7816668153, output_fired_time: 0.6692094207, propagate_forward_time: 38.4545326233, propagate_backward_time: 57.5234756470, weight_update_time: 0.0859367922, other_time: 1.3343620300
epoch time: 7.6031765938s, input_fired_time: 0.0896807387, output_fired_time: 0.0000000000, propagate_forward_time: 7.2817754745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2317204475
validation[          , genome  7089] predictions:    9746/  10000 (97.46%), best:    9762/10000 (97.62%), error:       843.20123, best error:       751.80005 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 97.6286239624s, input_fired_time: 0.7795600891, output_fired_time: 0.6688354015, propagate_forward_time: 32.2346229553, propagate_backward_time: 61.6987380981, weight_update_time: 0.0847795680, other_time: 2.2468605042
epoch time: 7.3566145897s, input_fired_time: 0.0883997232, output_fired_time: 0.0000000000, propagate_forward_time: 7.0442304611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2239842415
validation[          , genome  7089] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       848.05499, best error:       751.80005 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 98.8882446289s, input_fired_time: 0.7865970135, output_fired_time: 0.6669845581, propagate_forward_time: 34.5706977844, propagate_backward_time: 60.5299034119, weight_update_time: 0.0854359120, other_time: 2.3340606689
epoch time: 6.5580282211s, input_fired_time: 0.0882687345, output_fired_time: 0.0000000000, propagate_forward_time: 6.2373085022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2324509621
validation[          , genome  7089] predictions:    9752/  10000 (97.52%), best:    9762/10000 (97.62%), error:       839.20819, best error:       751.80005 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 98.7175064087s, input_fired_time: 1.7923651934, output_fired_time: 0.6679663062, propagate_forward_time: 33.4519958496, propagate_backward_time: 60.4190864563, weight_update_time: 0.0855402648, other_time: 2.3860893250
epoch time: 7.6583900452s, input_fired_time: 0.0905642584, output_fired_time: 0.0000000000, propagate_forward_time: 7.3353805542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2324452400
validation[          , genome  7089] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       850.99030, best error:       751.80005 on epoch:    69, 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: 38.9295959473s, input_fired_time: 0.4502118230, output_fired_time: 0.0000000000, propagate_forward_time: 37.2472076416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2321777344
best training[          , genome  7089] predictions:   49726/  50000 (99.45%), best:    9762/10000 (97.62%), error:      1272.57886, best error:       751.80005 on epoch:    69, 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: 6.4133563042s, input_fired_time: 0.0855538622, output_fired_time: 0.0000000000, propagate_forward_time: 6.1032109261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2245917320
   testing[          , genome  7089] predictions:    9798/  10000 (97.98%), best:    9762/10000 (97.62%), error:       684.09686, best error:       751.80005 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:53:32 (11252): called boinc_finish(0)

</stderr_txt>
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