Nameexact_genome_1512568488_44_6117_1
Workunit2601885
Created7 Dec 2017, 18:02:27 UTC
Sent7 Dec 2017, 18:10:45 UTC
Report deadline11 Dec 2017, 17:04:13 UTC
Received8 Dec 2017, 8:54:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67661
Run time1 hours 44 min 1 sec
CPU time1 hours 43 min 56 sec
Validate stateValid
Credit988.45
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.88 MB
Peak swap size151.82 MB
Peak disk usage1.13 MB

Stderr output

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

epoch time: 57.6804656982s, input_fired_time: 0.5885543823, output_fired_time: 0.4186960757, propagate_forward_time: 23.2522640228, propagate_backward_time: 31.5337829590, weight_update_time: 0.0895778164, other_time: 1.8871688843
epoch time: 3.7701830864s, input_fired_time: 0.0518344641, output_fired_time: 0.0000000000, propagate_forward_time: 3.4713108540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2470376492
validation[          , genome  6117] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1085.05872, best error:      1085.05872 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 57.4217605591s, input_fired_time: 0.5841996670, output_fired_time: 0.4145536721, propagate_forward_time: 23.2201213837, propagate_backward_time: 31.3386268616, weight_update_time: 0.0893096849, other_time: 1.8642616272
epoch time: 4.3946690559s, input_fired_time: 0.0598351061, output_fired_time: 0.0000000000, propagate_forward_time: 4.0410785675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937555313
validation[          , genome  6117] predictions:    9598/  10000 (95.98%), best:    9673/10000 (96.73%), error:      1221.44702, best error:      1085.05872 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 60.8828277588s, input_fired_time: 0.6047417521, output_fired_time: 0.4358645678, propagate_forward_time: 24.6099395752, propagate_backward_time: 33.2607002258, weight_update_time: 0.0936238170, other_time: 1.9715843201
epoch time: 5.4930052757s, input_fired_time: 0.0708344132, output_fired_time: 0.0000000000, propagate_forward_time: 5.0662798882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558907509
validation[          , genome  6117] predictions:    9645/  10000 (96.45%), best:    9673/10000 (96.73%), error:      1168.72205, best error:      1085.05872 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 60.1763343811s, input_fired_time: 0.6045135856, output_fired_time: 0.4291129112, propagate_forward_time: 24.2621364594, propagate_backward_time: 32.9567985535, weight_update_time: 0.0924450755, other_time: 1.9237709045
epoch time: 3.3250305653s, input_fired_time: 0.0498429090, output_fired_time: 0.0000000000, propagate_forward_time: 3.0394287109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2357590199
validation[          , genome  6117] predictions:    9666/  10000 (96.66%), best:    9673/10000 (96.73%), error:      1110.10559, best error:      1085.05872 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 58.2083282471s, input_fired_time: 0.5963320732, output_fired_time: 0.4194646478, propagate_forward_time: 23.4261341095, propagate_backward_time: 31.8103141785, weight_update_time: 0.0899608359, other_time: 1.9560813904
epoch time: 5.6972169876s, input_fired_time: 0.0728036016, output_fired_time: 0.0000000000, propagate_forward_time: 5.2506051064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738083839
validation[          , genome  6117] predictions:    9670/  10000 (96.70%), best:    9673/10000 (96.73%), error:      1088.32971, best error:      1085.05872 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 59.6918640137s, input_fired_time: 0.6035954356, output_fired_time: 0.4269954264, propagate_forward_time: 24.0633945465, propagate_backward_time: 32.6339874268, weight_update_time: 0.0955532640, other_time: 1.9638900757
epoch time: 5.4475488663s, input_fired_time: 0.0694278330, output_fired_time: 0.0000000000, propagate_forward_time: 5.0198569298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582639694
validation[          , genome  6117] predictions:    9546/  10000 (95.46%), best:    9673/10000 (96.73%), error:      1496.36133, best error:      1085.05872 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 58.7183189392s, input_fired_time: 0.5909433365, output_fired_time: 0.4186945856, propagate_forward_time: 23.7375030518, propagate_backward_time: 32.1341209412, weight_update_time: 0.0886022002, other_time: 1.8370590210
epoch time: 4.9741759300s, input_fired_time: 0.0644672439, output_fired_time: 0.0000000000, propagate_forward_time: 4.5906028748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191056252
validation[          , genome  6117] predictions:    9633/  10000 (96.33%), best:    9673/10000 (96.73%), error:      1211.21521, best error:      1085.05872 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.9516487122s, input_fired_time: 0.6015399694, output_fired_time: 0.4299484789, propagate_forward_time: 24.2341022491, propagate_backward_time: 32.8250045776, weight_update_time: 0.0903343260, other_time: 1.8610534668
epoch time: 5.0182976723s, input_fired_time: 0.0659456998, output_fired_time: 0.0000000000, propagate_forward_time: 4.6286416054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3237104416
validation[          , genome  6117] predictions:    9622/  10000 (96.22%), best:    9673/10000 (96.73%), error:      1304.74780, best error:      1085.05872 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 56.0033760071s, input_fired_time: 0.5769701004, output_fired_time: 0.4026078880, propagate_forward_time: 22.5675239563, propagate_backward_time: 30.6804904938, weight_update_time: 0.0850958899, other_time: 1.7757854462
epoch time: 5.6694726944s, input_fired_time: 0.0711548999, output_fired_time: 0.0000000000, propagate_forward_time: 5.2410244942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572931290
validation[          , genome  6117] predictions:    9653/  10000 (96.53%), best:    9673/10000 (96.73%), error:      1099.54846, best error:      1085.05872 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 57.8518104553s, input_fired_time: 0.5879245400, output_fired_time: 0.4132518768, propagate_forward_time: 23.3386669159, propagate_backward_time: 31.7064266205, weight_update_time: 0.0875662193, other_time: 1.8055362701
epoch time: 5.6282587051s, input_fired_time: 0.0709070191, output_fired_time: 0.0000000000, propagate_forward_time: 5.2018413544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555102348
validation[          , genome  6117] predictions:    9629/  10000 (96.29%), best:    9673/10000 (96.73%), error:      1258.01526, best error:      1085.05872 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 43.7461662292s, input_fired_time: 0.4963402152, output_fired_time: 0.3262022734, propagate_forward_time: 17.4365615845, propagate_backward_time: 24.0551986694, weight_update_time: 0.0668226406, other_time: 1.4318618774
epoch time: 4.9043703079s, input_fired_time: 0.0650934875, output_fired_time: 0.0000000000, propagate_forward_time: 4.5223040581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169727325
validation[          , genome  6117] predictions:    9654/  10000 (96.54%), best:    9673/10000 (96.73%), error:      1117.23621, best error:      1085.05872 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 56.7870635986s, input_fired_time: 0.5831323266, output_fired_time: 0.4067199528, propagate_forward_time: 22.9282569885, propagate_backward_time: 31.0831546783, weight_update_time: 0.0863491744, other_time: 1.7857990265
epoch time: 3.8980081081s, input_fired_time: 0.0539127514, output_fired_time: 0.0000000000, propagate_forward_time: 3.5841975212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2598979473
validation[          , genome  6117] predictions:    9600/  10000 (96.00%), best:    9673/10000 (96.73%), error:      1247.18701, best error:      1085.05872 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 54.1693763733s, input_fired_time: 0.5649292469, output_fired_time: 0.3912474513, propagate_forward_time: 21.7894001007, propagate_backward_time: 29.6952514648, weight_update_time: 0.0827769116, other_time: 1.7285480499
epoch time: 4.8243155479s, input_fired_time: 0.0649341345, output_fired_time: 0.0000000000, propagate_forward_time: 4.4457821846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135991096
validation[          , genome  6117] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1053.06091, best error:      1053.06091 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 59.5765762329s, input_fired_time: 0.6002371907, output_fired_time: 0.4260796905, propagate_forward_time: 24.1734390259, propagate_backward_time: 32.5148239136, weight_update_time: 0.0901087672, other_time: 1.8619956970
epoch time: 4.6591401100s, input_fired_time: 0.0631408170, output_fired_time: 0.0000000000, propagate_forward_time: 4.2904019356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055973053
validation[          , genome  6117] predictions:    9619/  10000 (96.19%), best:    9674/10000 (96.74%), error:      1190.66589, best error:      1053.06091 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 57.2380027771s, input_fired_time: 0.5864983201, output_fired_time: 0.4103337526, propagate_forward_time: 23.0527515411, propagate_backward_time: 31.3740348816, weight_update_time: 0.0862949342, other_time: 1.8143806458
epoch time: 5.3588275909s, input_fired_time: 0.0685517564, output_fired_time: 0.0000000000, propagate_forward_time: 4.9422636032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480124474
validation[          , genome  6117] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       926.48340, best error:       926.48340 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.1878547668s, input_fired_time: 0.5666648149, output_fired_time: 0.3717193902, propagate_forward_time: 20.5181980133, propagate_backward_time: 28.0468769073, weight_update_time: 0.0778515190, other_time: 1.6843948364
epoch time: 3.4558346272s, input_fired_time: 0.0488100760, output_fired_time: 0.0000000000, propagate_forward_time: 3.1749355793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2320890427
validation[          , genome  6117] predictions:    9661/  10000 (96.61%), best:    9726/10000 (97.26%), error:      1106.94617, best error:       926.48340 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 59.9659767151s, input_fired_time: 0.6063535213, output_fired_time: 0.4269814789, propagate_forward_time: 24.3128795624, propagate_backward_time: 32.7441520691, weight_update_time: 0.0904095322, other_time: 1.8756065369
epoch time: 4.6734580994s, input_fired_time: 0.0616137609, output_fired_time: 0.0000000000, propagate_forward_time: 4.3080568314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037877083
validation[          , genome  6117] predictions:    9691/  10000 (96.91%), best:    9726/10000 (97.26%), error:      1079.24536, best error:       926.48340 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 56.3303642273s, input_fired_time: 0.5813705325, output_fired_time: 0.4045438766, propagate_forward_time: 22.7433013916, propagate_backward_time: 30.8335247040, weight_update_time: 0.0850455314, other_time: 1.7676219940
epoch time: 5.2487087250s, input_fired_time: 0.0689137056, output_fired_time: 0.0000000000, propagate_forward_time: 4.8410143852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387804031
validation[          , genome  6117] predictions:    9702/  10000 (97.02%), best:    9726/10000 (97.26%), error:      1041.06775, best error:       926.48340 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.8357963562s, input_fired_time: 0.5569874644, output_fired_time: 0.3821596503, propagate_forward_time: 21.2393054962, propagate_backward_time: 28.9901847839, weight_update_time: 0.0801898167, other_time: 1.6671581268
epoch time: 3.2612097263s, input_fired_time: 0.0477724597, output_fired_time: 0.0000000000, propagate_forward_time: 2.9916868210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2217504978
validation[          , genome  6117] predictions:    9674/  10000 (96.74%), best:    9726/10000 (97.26%), error:      1028.61768, best error:       926.48340 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 49.2334213257s, input_fired_time: 0.5338336229, output_fired_time: 0.3580385745, propagate_forward_time: 19.7635231018, propagate_backward_time: 27.0150375366, weight_update_time: 0.0743653327, other_time: 1.5629882812
epoch time: 5.2260174751s, input_fired_time: 0.0677594393, output_fired_time: 0.0000000000, propagate_forward_time: 4.8245053291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337526321
validation[          , genome  6117] predictions:    9684/  10000 (96.84%), best:    9726/10000 (97.26%), error:      1081.33704, best error:       926.48340 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 58.7867050171s, input_fired_time: 0.5977547169, output_fired_time: 0.4199118912, propagate_forward_time: 23.7779064178, propagate_backward_time: 32.1540794373, weight_update_time: 0.0888682082, other_time: 1.8370552063
epoch time: 5.4593224525s, input_fired_time: 0.0706660375, output_fired_time: 0.0000000000, propagate_forward_time: 5.0416464806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470101357
validation[          , genome  6117] predictions:    9695/  10000 (96.95%), best:    9726/10000 (97.26%), error:       982.80060, best error:       926.48340 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 59.3106651306s, input_fired_time: 0.6006853580, output_fired_time: 0.4221820831, propagate_forward_time: 23.9335765839, propagate_backward_time: 32.5009498596, weight_update_time: 0.0900268927, other_time: 1.8532676697
epoch time: 5.1210479736s, input_fired_time: 0.0681155771, output_fired_time: 0.0000000000, propagate_forward_time: 4.7250943184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278379440
validation[          , genome  6117] predictions:    9698/  10000 (96.98%), best:    9726/10000 (97.26%), error:       996.47668, best error:       926.48340 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 62.0547485352s, input_fired_time: 0.6191720963, output_fired_time: 0.4405936897, propagate_forward_time: 25.1590118408, propagate_backward_time: 33.9169311523, weight_update_time: 0.0933764875, other_time: 1.9190406799
epoch time: 5.0209774971s, input_fired_time: 0.0669101179, output_fired_time: 0.0000000000, propagate_forward_time: 4.6252479553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288192749
validation[          , genome  6117] predictions:    9689/  10000 (96.89%), best:    9726/10000 (97.26%), error:       991.81201, best error:       926.48340 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 59.1996536255s, input_fired_time: 0.6004520655, output_fired_time: 0.4225607514, propagate_forward_time: 23.9270114899, propagate_backward_time: 32.4084091187, weight_update_time: 0.0894200578, other_time: 1.8412170410
epoch time: 5.5958719254s, input_fired_time: 0.0725942999, output_fired_time: 0.0000000000, propagate_forward_time: 5.1700959206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531818390
validation[          , genome  6117] predictions:    9702/  10000 (97.02%), best:    9726/10000 (97.26%), error:       975.98627, best error:       926.48340 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.8760795593s, input_fired_time: 0.6196397543, output_fired_time: 0.4386368096, propagate_forward_time: 25.1000766754, propagate_backward_time: 33.7936630249, weight_update_time: 0.0937420651, other_time: 1.9240646362
epoch time: 5.4405727386s, input_fired_time: 0.0709390044, output_fired_time: 0.0000000000, propagate_forward_time: 5.0207133293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489203453
validation[          , genome  6117] predictions:    9711/  10000 (97.11%), best:    9726/10000 (97.26%), error:       947.77661, best error:       926.48340 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.2796173096s, input_fired_time: 0.5681442022, output_fired_time: 0.4098522663, propagate_forward_time: 21.8020038605, propagate_backward_time: 29.7598342896, weight_update_time: 0.0827219039, other_time: 1.7397823334
epoch time: 3.3220083714s, input_fired_time: 0.0677925125, output_fired_time: 0.0000000000, propagate_forward_time: 3.0280897617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2261261940
validation[          , genome  6117] predictions:    9669/  10000 (96.69%), best:    9726/10000 (97.26%), error:      1113.78320, best error:       926.48340 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 37.8905906677s, input_fired_time: 0.4608041942, output_fired_time: 0.2896177173, propagate_forward_time: 14.8461389542, propagate_backward_time: 21.0060806274, weight_update_time: 0.0572349057, other_time: 1.2879486084
epoch time: 3.2577114105s, input_fired_time: 0.0468430035, output_fired_time: 0.0000000000, propagate_forward_time: 2.9908730984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2199952602
validation[          , genome  6117] predictions:    9688/  10000 (96.88%), best:    9726/10000 (97.26%), error:      1051.15039, best error:       926.48340 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 37.6755027771s, input_fired_time: 0.4612509012, output_fired_time: 0.2883616686, propagate_forward_time: 14.7598438263, propagate_backward_time: 20.9156188965, weight_update_time: 0.0578717515, other_time: 1.2504291534
epoch time: 4.0672016144s, input_fired_time: 0.0573089309, output_fired_time: 0.0000000000, propagate_forward_time: 3.7328922749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770001888
validation[          , genome  6117] predictions:    9690/  10000 (96.90%), best:    9726/10000 (97.26%), error:      1016.67200, best error:       926.48340 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 58.3753089905s, input_fired_time: 0.5970780849, output_fired_time: 0.4156432450, propagate_forward_time: 23.5581760406, propagate_backward_time: 31.9666175842, weight_update_time: 0.0880843922, other_time: 1.8377952576
epoch time: 5.7145838737s, input_fired_time: 0.0742280036, output_fired_time: 0.0000000000, propagate_forward_time: 5.2806105614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597455025
validation[          , genome  6117] predictions:    9722/  10000 (97.22%), best:    9726/10000 (97.26%), error:       943.85205, best error:       926.48340 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 59.8642005920s, input_fired_time: 0.6064514518, output_fired_time: 0.4257057309, propagate_forward_time: 24.2225646973, propagate_backward_time: 32.7282333374, weight_update_time: 0.0903710797, other_time: 1.8812446594
epoch time: 4.9295444489s, input_fired_time: 0.0663661808, output_fired_time: 0.0000000000, propagate_forward_time: 4.5458021164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173761368
validation[          , genome  6117] predictions:    9675/  10000 (96.75%), best:    9726/10000 (97.26%), error:      1014.43756, best error:       926.48340 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.0758171082s, input_fired_time: 0.5647608638, output_fired_time: 0.3830154240, propagate_forward_time: 21.2918548584, propagate_backward_time: 29.1292133331, weight_update_time: 0.0808347911, other_time: 1.7069721222
epoch time: 3.2603161335s, input_fired_time: 0.0485189185, output_fired_time: 0.0000000000, propagate_forward_time: 2.9918510914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2199461460
validation[          , genome  6117] predictions:    9684/  10000 (96.84%), best:    9726/10000 (97.26%), error:       963.03320, best error:       926.48340 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 58.2841491699s, input_fired_time: 0.5975863338, output_fired_time: 0.4155656099, propagate_forward_time: 23.5650196075, propagate_backward_time: 31.8780117035, weight_update_time: 0.0883275494, other_time: 1.8279666901
epoch time: 4.5391750336s, input_fired_time: 0.0631166697, output_fired_time: 0.0000000000, propagate_forward_time: 4.1760587692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999997139
validation[          , genome  6117] predictions:    9688/  10000 (96.88%), best:    9726/10000 (97.26%), error:      1007.63019, best error:       926.48340 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 57.4839515686s, input_fired_time: 0.5922375321, output_fired_time: 0.4302714467, propagate_forward_time: 23.2075767517, propagate_backward_time: 31.4636116028, weight_update_time: 0.0866793916, other_time: 1.7902526855
epoch time: 3.3587803841s, input_fired_time: 0.0502368025, output_fired_time: 0.0000000000, propagate_forward_time: 3.0807092190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2278344631
validation[          , genome  6117] predictions:    9689/  10000 (96.89%), best:    9726/10000 (97.26%), error:      1020.62817, best error:       926.48340 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 59.3886947632s, input_fired_time: 0.6053974032, output_fired_time: 0.4218489826, propagate_forward_time: 24.0195674896, propagate_backward_time: 32.4927024841, weight_update_time: 0.0898283944, other_time: 1.8491783142
epoch time: 5.6936521530s, input_fired_time: 0.0736880153, output_fired_time: 0.0000000000, propagate_forward_time: 5.2595138550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604502678
validation[          , genome  6117] predictions:    9712/  10000 (97.12%), best:    9726/10000 (97.26%), error:       995.39655, best error:       926.48340 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 61.8569030762s, input_fired_time: 0.6220880747, output_fired_time: 0.4389229417, propagate_forward_time: 25.0492954254, propagate_backward_time: 33.8299522400, weight_update_time: 0.0932437181, other_time: 1.9166450500
epoch time: 5.7684812546s, input_fired_time: 0.0738659203, output_fired_time: 0.0000000000, propagate_forward_time: 5.3316359520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629794121
validation[          , genome  6117] predictions:    9705/  10000 (97.05%), best:    9726/10000 (97.26%), error:       955.03088, best error:       926.48340 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 59.6967697144s, input_fired_time: 0.6059762239, output_fired_time: 0.4243827760, propagate_forward_time: 24.2047405243, propagate_backward_time: 32.6018753052, weight_update_time: 0.0900278091, other_time: 1.8597946167
epoch time: 5.4434485435s, input_fired_time: 0.0719324723, output_fired_time: 0.0000000000, propagate_forward_time: 5.0250177383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3464984894
validation[          , genome  6117] predictions:    9671/  10000 (96.71%), best:    9726/10000 (97.26%), error:      1085.62695, best error:       926.48340 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.5387878418s, input_fired_time: 0.6072496176, output_fired_time: 0.4226322770, propagate_forward_time: 24.0513477325, propagate_backward_time: 32.5918655396, weight_update_time: 0.0895972699, other_time: 1.8656921387
epoch time: 5.2704501152s, input_fired_time: 0.0702061728, output_fired_time: 0.0000000000, propagate_forward_time: 4.8615465164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386974335
validation[          , genome  6117] predictions:    9699/  10000 (96.99%), best:    9726/10000 (97.26%), error:       975.03308, best error:       926.48340 on epoch:    28, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 58.1248245239s, input_fired_time: 0.6017903090, output_fired_time: 0.4161976278, propagate_forward_time: 23.4737834930, propagate_backward_time: 31.7777118683, weight_update_time: 0.0878145769, other_time: 1.8553371429
epoch time: 5.8290934563s, input_fired_time: 0.0756515786, output_fired_time: 0.0000000000, propagate_forward_time: 5.3758139610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776278496
validation[          , genome  6117] predictions:    9685/  10000 (96.85%), best:    9726/10000 (97.26%), error:      1060.28162, best error:       926.48340 on epoch:    28, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 54.5210304260s, input_fired_time: 0.5795248747, output_fired_time: 0.3932790756, propagate_forward_time: 21.9289512634, propagate_backward_time: 29.8631420135, weight_update_time: 0.0830980986, other_time: 1.7561321259
epoch time: 5.2097058296s, input_fired_time: 0.0697427094, output_fired_time: 0.0000000000, propagate_forward_time: 4.8042430878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357200623
validation[          , genome  6117] predictions:    9658/  10000 (96.58%), best:    9726/10000 (97.26%), error:      1116.99475, best error:       926.48340 on epoch:    28, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 57.2717170715s, input_fired_time: 0.6135112047, output_fired_time: 0.4089974463, propagate_forward_time: 23.1038799286, propagate_backward_time: 31.3440189362, weight_update_time: 0.0866876915, other_time: 1.8013134003
epoch time: 5.1866273880s, input_fired_time: 0.0695271492, output_fired_time: 0.0000000000, propagate_forward_time: 4.7830495834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340506554
validation[          , genome  6117] predictions:    9705/  10000 (97.05%), best:    9726/10000 (97.26%), error:       971.41461, best error:       926.48340 on epoch:    28, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 56.5421104431s, input_fired_time: 0.5899262428, output_fired_time: 0.4062046409, propagate_forward_time: 22.8017768860, propagate_backward_time: 30.9543190002, weight_update_time: 0.0857462808, other_time: 1.7898826599
epoch time: 5.4138827324s, input_fired_time: 0.0711053386, output_fired_time: 0.0000000000, propagate_forward_time: 4.9974222183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453550339
validation[          , genome  6117] predictions:    9673/  10000 (96.73%), best:    9726/10000 (97.26%), error:       983.18835, best error:       926.48340 on epoch:    28, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 56.1349449158s, input_fired_time: 0.5856155753, output_fired_time: 0.4018790126, propagate_forward_time: 22.6471271515, propagate_backward_time: 30.7394523621, weight_update_time: 0.0844231546, other_time: 1.7608680725
epoch time: 5.0780153275s, input_fired_time: 0.0689006597, output_fired_time: 0.0000000000, propagate_forward_time: 4.6752662659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338484764
validation[          , genome  6117] predictions:    9679/  10000 (96.79%), best:    9726/10000 (97.26%), error:      1014.88086, best error:       926.48340 on epoch:    28, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 50.1514129639s, input_fired_time: 0.5487906933, output_fired_time: 0.3853898346, propagate_forward_time: 20.0049839020, propagate_backward_time: 27.6079559326, weight_update_time: 0.0762521848, other_time: 1.6042919159
epoch time: 5.1859006882s, input_fired_time: 0.0704266578, output_fired_time: 0.0000000000, propagate_forward_time: 4.7813854218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340888023
validation[          , genome  6117] predictions:    9711/  10000 (97.11%), best:    9726/10000 (97.26%), error:       993.16364, best error:       926.48340 on epoch:    28, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 57.9400100708s, input_fired_time: 0.6004563570, output_fired_time: 0.4138370156, propagate_forward_time: 23.4491844177, propagate_backward_time: 31.6429538727, weight_update_time: 0.0876604021, other_time: 1.8335781097
epoch time: 5.2247252464s, input_fired_time: 0.0697541088, output_fired_time: 0.0000000000, propagate_forward_time: 4.8193511963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356199265
validation[          , genome  6117] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       907.86871, best error:       907.86871 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 59.4970970154s, input_fired_time: 0.6103635430, output_fired_time: 0.4234439731, propagate_forward_time: 24.0744915009, propagate_backward_time: 32.5367012024, weight_update_time: 0.0899065807, other_time: 1.8521003723
epoch time: 5.6948823929s, input_fired_time: 0.0742883906, output_fired_time: 0.0000000000, propagate_forward_time: 5.2611165047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594775200
validation[          , genome  6117] predictions:    9707/  10000 (97.07%), best:    9718/10000 (97.18%), error:       923.59399, best error:       907.86871 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 59.2551193237s, input_fired_time: 0.6111671925, output_fired_time: 0.4243657887, propagate_forward_time: 23.9874801636, propagate_backward_time: 32.3743972778, weight_update_time: 0.0893986374, other_time: 1.8577079773
epoch time: 4.5578007698s, input_fired_time: 0.0633603260, output_fired_time: 0.0000000000, propagate_forward_time: 4.1970858574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973546982
validation[          , genome  6117] predictions:    9702/  10000 (97.02%), best:    9718/10000 (97.18%), error:       929.78375, best error:       907.86871 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 57.4817123413s, input_fired_time: 0.5978796482, output_fired_time: 0.4105007350, propagate_forward_time: 23.1386299133, propagate_backward_time: 31.5230598450, weight_update_time: 0.0873743594, other_time: 1.8116416931
epoch time: 5.0528616905s, input_fired_time: 0.0682775229, output_fired_time: 0.0000000000, propagate_forward_time: 4.6583056450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262786865
validation[          , genome  6117] predictions:    9618/  10000 (96.18%), best:    9718/10000 (97.18%), error:      1166.93799, best error:       907.86871 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 54.9838943481s, input_fired_time: 0.5812978745, output_fired_time: 0.3957078755, propagate_forward_time: 22.0729179382, propagate_backward_time: 30.1530380249, weight_update_time: 0.1032811776, other_time: 1.7809333801
epoch time: 3.2487125397s, input_fired_time: 0.0494813323, output_fired_time: 0.0000000000, propagate_forward_time: 2.9774413109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2217898369
validation[          , genome  6117] predictions:    9674/  10000 (96.74%), best:    9718/10000 (97.18%), error:      1063.16711, best error:       907.86871 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 59.1844596863s, input_fired_time: 0.6090300083, output_fired_time: 0.4226232171, propagate_forward_time: 23.8711242676, propagate_backward_time: 32.3916740417, weight_update_time: 0.0894971937, other_time: 1.8900070190
epoch time: 4.9553074837s, input_fired_time: 0.0672003031, output_fired_time: 0.0000000000, propagate_forward_time: 4.5588479042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292593956
validation[          , genome  6117] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       896.27795, best error:       896.27795 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 59.6005210876s, input_fired_time: 0.6142314076, output_fired_time: 0.4230483174, propagate_forward_time: 24.1298427582, propagate_backward_time: 32.5445137024, weight_update_time: 0.0898521468, other_time: 1.8888816833
epoch time: 5.4353866577s, input_fired_time: 0.0728049278, output_fired_time: 0.0000000000, propagate_forward_time: 5.0144448280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481369019
validation[          , genome  6117] predictions:    9664/  10000 (96.64%), best:    9716/10000 (97.16%), error:      1053.69214, best error:       896.27795 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.7828483582s, input_fired_time: 0.5826480389, output_fired_time: 0.3941609561, propagate_forward_time: 22.0411434174, propagate_backward_time: 30.0166969299, weight_update_time: 0.0832842290, other_time: 1.7481975555
epoch time: 4.6315350533s, input_fired_time: 0.0642614588, output_fired_time: 0.0000000000, propagate_forward_time: 4.2601871490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070864677
validation[          , genome  6117] predictions:    9702/  10000 (97.02%), best:    9716/10000 (97.16%), error:       948.85052, best error:       896.27795 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 58.8263015747s, input_fired_time: 0.6084846854, output_fired_time: 0.4183641672, propagate_forward_time: 23.8409576416, propagate_backward_time: 32.0915222168, weight_update_time: 0.0887225792, other_time: 1.8669700623
epoch time: 4.5626001358s, input_fired_time: 0.0650919005, output_fired_time: 0.0000000000, propagate_forward_time: 4.1960749626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3014330864
validation[          , genome  6117] predictions:    9691/  10000 (96.91%), best:    9716/10000 (97.16%), error:      1017.43054, best error:       896.27795 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 60.8288154602s, input_fired_time: 0.6215519309, output_fired_time: 0.4299359322, propagate_forward_time: 24.6143054962, propagate_backward_time: 33.2680931091, weight_update_time: 0.0918636024, other_time: 1.8949317932
epoch time: 5.7945590019s, input_fired_time: 0.0763181373, output_fired_time: 0.0000000000, propagate_forward_time: 5.3535714149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646693230
validation[          , genome  6117] predictions:    9710/  10000 (97.10%), best:    9716/10000 (97.16%), error:       939.05627, best error:       896.27795 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 62.4261741638s, input_fired_time: 0.6310338974, output_fired_time: 0.4398186803, propagate_forward_time: 25.2981109619, propagate_backward_time: 34.1177139282, weight_update_time: 0.0939650312, other_time: 1.9394950867
epoch time: 4.0409517288s, input_fired_time: 0.0586240180, output_fired_time: 0.0000000000, propagate_forward_time: 3.7150743008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672533989
validation[          , genome  6117] predictions:    9670/  10000 (96.70%), best:    9716/10000 (97.16%), error:      1070.62024, best error:       896.27795 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 60.7313728333s, input_fired_time: 0.6242260337, output_fired_time: 0.4304294884, propagate_forward_time: 24.6099357605, propagate_backward_time: 33.1686477661, weight_update_time: 0.0921765715, other_time: 1.8981323242
epoch time: 5.7276968956s, input_fired_time: 0.0755356476, output_fired_time: 0.0000000000, propagate_forward_time: 5.2920227051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601384163
validation[          , genome  6117] predictions:    9696/  10000 (96.96%), best:    9716/10000 (97.16%), error:       989.22302, best error:       896.27795 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 61.0529060364s, input_fired_time: 0.6430433989, output_fired_time: 0.4307235479, propagate_forward_time: 24.7179107666, propagate_backward_time: 33.3329887390, weight_update_time: 0.0914082974, other_time: 1.9282379150
epoch time: 4.9174485207s, input_fired_time: 0.0668149292, output_fired_time: 0.0000000000, propagate_forward_time: 4.5336608887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169727325
validation[          , genome  6117] predictions:    9632/  10000 (96.32%), best:    9716/10000 (97.16%), error:      1141.88171, best error:       896.27795 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.3476219177s, input_fired_time: 0.5711848736, output_fired_time: 0.3848884702, propagate_forward_time: 21.4690399170, propagate_backward_time: 29.2175788879, weight_update_time: 0.0808499008, other_time: 1.7049293518
epoch time: 3.2332692146s, input_fired_time: 0.0499291979, output_fired_time: 0.0000000000, propagate_forward_time: 2.9631242752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2202157974
validation[          , genome  6117] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       911.52258, best error:       896.27795 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 42.3169860840s, input_fired_time: 0.5017613769, output_fired_time: 0.3151668012, propagate_forward_time: 16.7302455902, propagate_backward_time: 23.3866310120, weight_update_time: 0.0653858781, other_time: 1.3831806183
epoch time: 4.8695278168s, input_fired_time: 0.0675338656, output_fired_time: 0.0000000000, propagate_forward_time: 4.4827513695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192424774
validation[          , genome  6117] predictions:    9705/  10000 (97.05%), best:    9716/10000 (97.16%), error:       940.09143, best error:       896.27795 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 57.4998321533s, input_fired_time: 0.6025801301, output_fired_time: 0.4324434698, propagate_forward_time: 23.2566890717, propagate_backward_time: 31.3961334229, weight_update_time: 0.0872011259, other_time: 1.8119888306
epoch time: 4.0287923813s, input_fired_time: 0.0588432290, output_fired_time: 0.0000000000, propagate_forward_time: 3.7037930489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661561966
validation[          , genome  6117] predictions:    9701/  10000 (97.01%), best:    9716/10000 (97.16%), error:       947.50128, best error:       896.27795 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 59.2976226807s, input_fired_time: 0.6151867509, output_fired_time: 0.4219188988, propagate_forward_time: 23.9562568665, propagate_backward_time: 32.4159164429, weight_update_time: 0.0898110345, other_time: 1.8883399963
epoch time: 4.8595376015s, input_fired_time: 0.0672690943, output_fired_time: 0.0000000000, propagate_forward_time: 4.4644317627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278365135
validation[          , genome  6117] predictions:    9679/  10000 (96.79%), best:    9716/10000 (97.16%), error:      1062.54651, best error:       896.27795 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 59.4499168396s, input_fired_time: 0.6355049014, output_fired_time: 0.4240706861, propagate_forward_time: 24.0015468597, propagate_backward_time: 32.4982299805, weight_update_time: 0.0896996334, other_time: 1.8905639648
epoch time: 4.8727164268s, input_fired_time: 0.0679676384, output_fired_time: 0.0000000000, propagate_forward_time: 4.4855871201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191618919
validation[          , genome  6117] predictions:    9687/  10000 (96.87%), best:    9716/10000 (97.16%), error:       954.85150, best error:       896.27795 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 61.2621917725s, input_fired_time: 0.6260203123, output_fired_time: 0.4334108531, propagate_forward_time: 24.7644042969, propagate_backward_time: 33.5307579041, weight_update_time: 0.0923329741, other_time: 1.9076004028
epoch time: 5.1852912903s, input_fired_time: 0.0704569519, output_fired_time: 0.0000000000, propagate_forward_time: 4.7851810455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3296532631
validation[          , genome  6117] predictions:    9704/  10000 (97.04%), best:    9716/10000 (97.16%), error:       914.27161, best error:       896.27795 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 62.0150222778s, input_fired_time: 0.6324543953, output_fired_time: 0.4392947555, propagate_forward_time: 25.1149387360, propagate_backward_time: 33.8781585693, weight_update_time: 0.0938053057, other_time: 1.9501800537
epoch time: 4.5048456192s, input_fired_time: 0.0640856549, output_fired_time: 0.0000000000, propagate_forward_time: 4.1455588341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952013016
validation[          , genome  6117] predictions:    9676/  10000 (96.76%), best:    9716/10000 (97.16%), error:      1004.86768, best error:       896.27795 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 62.3569107056s, input_fired_time: 0.6342686415, output_fired_time: 0.4421767592, propagate_forward_time: 25.2429866791, propagate_backward_time: 34.0970153809, weight_update_time: 0.0937776566, other_time: 1.9404602051
epoch time: 5.3793902397s, input_fired_time: 0.0726254284, output_fired_time: 0.0000000000, propagate_forward_time: 4.9639954567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427691460
validation[          , genome  6117] predictions:    9690/  10000 (96.90%), best:    9716/10000 (97.16%), error:       939.13019, best error:       896.27795 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 60.7849426270s, input_fired_time: 0.6245347857, output_fired_time: 0.4305486977, propagate_forward_time: 24.5888938904, propagate_backward_time: 33.2522201538, weight_update_time: 0.0915128365, other_time: 1.8887443542
epoch time: 5.8310899734s, input_fired_time: 0.0771940947, output_fired_time: 0.0000000000, propagate_forward_time: 5.3874607086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664350510
validation[          , genome  6117] predictions:    9697/  10000 (96.97%), best:    9716/10000 (97.16%), error:       966.39453, best error:       896.27795 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 56.4167251587s, input_fired_time: 0.6169303656, output_fired_time: 0.4075919986, propagate_forward_time: 22.7205238342, propagate_backward_time: 30.8949699402, weight_update_time: 0.0847514942, other_time: 1.7767066956
epoch time: 5.8643350601s, input_fired_time: 0.0766118541, output_fired_time: 0.0000000000, propagate_forward_time: 5.4202785492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674445152
validation[          , genome  6117] predictions:    9676/  10000 (96.76%), best:    9716/10000 (97.16%), error:      1032.82666, best error:       896.27795 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 55.1651039124s, input_fired_time: 0.5864667296, output_fired_time: 0.3955731392, propagate_forward_time: 22.2098808289, propagate_backward_time: 30.2166004181, weight_update_time: 0.1039866209, other_time: 1.7565822601
epoch time: 5.1930432320s, input_fired_time: 0.0703688189, output_fired_time: 0.0000000000, propagate_forward_time: 4.7893624306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3333120346
validation[          , genome  6117] predictions:    9668/  10000 (96.68%), best:    9716/10000 (97.16%), error:      1020.31226, best error:       896.27795 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 60.0403480530s, input_fired_time: 0.6204313636, output_fired_time: 0.4283655286, propagate_forward_time: 24.3049240112, propagate_backward_time: 32.8156700134, weight_update_time: 0.0907272920, other_time: 1.8709602356
epoch time: 5.5041785240s, input_fired_time: 0.0736412704, output_fired_time: 0.0000000000, propagate_forward_time: 5.0808506012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496866226
validation[          , genome  6117] predictions:    9652/  10000 (96.52%), best:    9716/10000 (97.16%), error:      1050.53296, best error:       896.27795 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 56.1556015015s, input_fired_time: 0.5961881876, output_fired_time: 0.4033724964, propagate_forward_time: 22.6242637634, propagate_backward_time: 30.7416000366, weight_update_time: 0.0850436464, other_time: 1.7901763916
epoch time: 3.9695036411s, input_fired_time: 0.0582405552, output_fired_time: 0.0000000000, propagate_forward_time: 3.6453368664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659261227
validation[          , genome  6117] predictions:    9725/  10000 (97.25%), best:    9716/10000 (97.16%), error:       902.59320, best error:       896.27795 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 57.2122154236s, input_fired_time: 0.6101740599, output_fired_time: 0.4298570454, propagate_forward_time: 23.0846042633, propagate_backward_time: 31.2790718079, weight_update_time: 0.0864723846, other_time: 1.8085136414
epoch time: 5.8124341965s, input_fired_time: 0.0771455094, output_fired_time: 0.0000000000, propagate_forward_time: 5.3673129082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679757118
validation[          , genome  6117] predictions:    9709/  10000 (97.09%), best:    9716/10000 (97.16%), error:       928.46912, best error:       896.27795 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 59.2781333923s, input_fired_time: 0.6183468699, output_fired_time: 0.4212807417, propagate_forward_time: 23.9457931519, propagate_backward_time: 32.4012756348, weight_update_time: 0.0901479945, other_time: 1.8914375305
epoch time: 5.0966176987s, input_fired_time: 0.0700810775, output_fired_time: 0.0000000000, propagate_forward_time: 4.6881470680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383893967
validation[          , genome  6117] predictions:    9700/  10000 (97.00%), best:    9716/10000 (97.16%), error:       926.70367, best error:       896.27795 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 56.0574874878s, input_fired_time: 0.5989332795, output_fired_time: 0.4030533433, propagate_forward_time: 22.5416011810, propagate_backward_time: 30.7372112274, weight_update_time: 0.0849250853, other_time: 1.7766895294
epoch time: 5.3153352737s, input_fired_time: 0.0724037290, output_fired_time: 0.0000000000, propagate_forward_time: 4.8897471428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531842232
validation[          , genome  6117] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       890.82770, best error:       890.82770 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 56.2229385376s, input_fired_time: 0.5980668068, output_fired_time: 0.4035970867, propagate_forward_time: 22.6593284607, propagate_backward_time: 30.7755832672, weight_update_time: 0.0848862380, other_time: 1.7863597870
epoch time: 5.6755757332s, input_fired_time: 0.0768811107, output_fired_time: 0.0000000000, propagate_forward_time: 5.2380909920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606038094
validation[          , genome  6117] predictions:    9631/  10000 (96.31%), best:    9726/10000 (97.26%), error:      1161.65796, best error:       890.82770 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 55.8309631348s, input_fired_time: 0.5951144099, output_fired_time: 0.4012079835, propagate_forward_time: 22.4613628387, propagate_backward_time: 30.5955581665, weight_update_time: 0.0852001011, other_time: 1.7777175903
epoch time: 4.9091629982s, input_fired_time: 0.0690557435, output_fired_time: 0.0000000000, propagate_forward_time: 4.5215215683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185858727
validation[          , genome  6117] predictions:    9689/  10000 (96.89%), best:    9726/10000 (97.26%), error:       962.27240, best error:       890.82770 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.6867294312s, input_fired_time: 0.5821744800, output_fired_time: 0.3886055350, propagate_forward_time: 21.6170101166, propagate_backward_time: 29.3867378235, weight_update_time: 0.0822103620, other_time: 1.7121982574
epoch time: 3.2526924610s, input_fired_time: 0.0505459830, output_fired_time: 0.0000000000, propagate_forward_time: 2.9792463779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2229001522
validation[          , genome  6117] predictions:    9618/  10000 (96.18%), best:    9726/10000 (97.26%), error:      1270.04321, best error:       890.82770 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.4376792908s, input_fired_time: 0.5752661824, output_fired_time: 0.3801277578, propagate_forward_time: 21.0128784180, propagate_backward_time: 28.7930431366, weight_update_time: 0.0798188969, other_time: 1.6763629913
epoch time: 4.0946011543s, input_fired_time: 0.0605492070, output_fired_time: 0.0000000000, propagate_forward_time: 3.7489342690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2851176262
validation[          , genome  6117] predictions:    9701/  10000 (97.01%), best:    9726/10000 (97.26%), error:       967.50226, best error:       890.82770 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 57.5276298523s, input_fired_time: 0.6082208157, output_fired_time: 0.4123955071, propagate_forward_time: 23.2031764984, propagate_backward_time: 31.4896926880, weight_update_time: 0.0876634270, other_time: 1.8141479492
epoch time: 5.3698892593s, input_fired_time: 0.0731774718, output_fired_time: 0.0000000000, propagate_forward_time: 4.9515080452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452038765
validation[          , genome  6117] predictions:    9658/  10000 (96.58%), best:    9726/10000 (97.26%), error:      1058.16895, best error:       890.82770 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 59.0548171997s, input_fired_time: 0.6386958957, output_fired_time: 0.4235575497, propagate_forward_time: 23.7883415222, propagate_backward_time: 32.3613319397, weight_update_time: 0.0890944898, other_time: 1.8428916931
epoch time: 4.6251959801s, input_fired_time: 0.0660379604, output_fired_time: 0.0000000000, propagate_forward_time: 4.2592444420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999134064
validation[          , genome  6117] predictions:    9688/  10000 (96.88%), best:    9726/10000 (97.26%), error:      1009.43793, best error:       890.82770 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 57.4854087830s, input_fired_time: 0.6045954227, output_fired_time: 0.4109306633, propagate_forward_time: 23.1586627960, propagate_backward_time: 31.5136508942, weight_update_time: 0.0865360722, other_time: 1.7975673676
epoch time: 3.2240154743s, input_fired_time: 0.0508336090, output_fired_time: 0.0000000000, propagate_forward_time: 2.9543159008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2188658714
validation[          , genome  6117] predictions:    9668/  10000 (96.68%), best:    9726/10000 (97.26%), error:      1045.72095, best error:       890.82770 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 42.1319046021s, input_fired_time: 0.5076298714, output_fired_time: 0.3174968064, propagate_forward_time: 16.6751117706, propagate_backward_time: 23.2388706207, weight_update_time: 0.0647480264, other_time: 1.3927955627
epoch time: 5.2174596786s, input_fired_time: 0.0716179907, output_fired_time: 0.0000000000, propagate_forward_time: 4.8122215271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336200714
validation[          , genome  6117] predictions:    9692/  10000 (96.92%), best:    9726/10000 (97.26%), error:       989.60315, best error:       890.82770 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 56.6536293030s, input_fired_time: 0.6030281782, output_fired_time: 0.4065265059, propagate_forward_time: 22.7989959717, propagate_backward_time: 31.0596847534, weight_update_time: 0.0858248472, other_time: 1.7853965759
epoch time: 5.0437874794s, input_fired_time: 0.0704220161, output_fired_time: 0.0000000000, propagate_forward_time: 4.6484770775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248882294
validation[          , genome  6117] predictions:    9685/  10000 (96.85%), best:    9726/10000 (97.26%), error:       977.42102, best error:       890.82770 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 56.4341812134s, input_fired_time: 0.5977362990, output_fired_time: 0.4030973315, propagate_forward_time: 22.7221031189, propagate_backward_time: 30.9059734344, weight_update_time: 0.0854495764, other_time: 1.8052692413
epoch time: 5.4938793182s, input_fired_time: 0.0739691854, output_fired_time: 0.0000000000, propagate_forward_time: 5.0627212524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571887016
validation[          , genome  6117] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       884.94995, best error:       884.94995 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 51.3824844360s, input_fired_time: 0.5703814030, output_fired_time: 0.3747411370, propagate_forward_time: 20.5893058777, propagate_backward_time: 28.1757907867, weight_update_time: 0.0796436667, other_time: 1.6722660065
epoch time: 5.3148837090s, input_fired_time: 0.0735615492, output_fired_time: 0.0000000000, propagate_forward_time: 4.8996825218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416395187
validation[          , genome  6117] predictions:    9694/  10000 (96.94%), best:    9718/10000 (97.18%), error:       927.23785, best error:       884.94995 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 57.3017349243s, input_fired_time: 0.6057299376, output_fired_time: 0.4094891846, propagate_forward_time: 23.1211585999, propagate_backward_time: 31.3381938934, weight_update_time: 0.0876169205, other_time: 1.8271656036
epoch time: 5.5911378860s, input_fired_time: 0.0753221363, output_fired_time: 0.0000000000, propagate_forward_time: 5.1621270180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536887169
validation[          , genome  6117] predictions:    9722/  10000 (97.22%), best:    9718/10000 (97.18%), error:       899.57050, best error:       884.94995 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 47.2910118103s, input_fired_time: 0.5404979587, output_fired_time: 0.3481051028, propagate_forward_time: 18.8565406799, propagate_backward_time: 26.0257797241, weight_update_time: 0.0717989579, other_time: 1.5200881958
epoch time: 3.2315535545s, input_fired_time: 0.0513240807, output_fired_time: 0.0000000000, propagate_forward_time: 2.9586100578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2216193676
validation[          , genome  6117] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       865.64435, best error:       865.64435 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 40.4499549866s, input_fired_time: 0.4962223768, output_fired_time: 0.3062725663, propagate_forward_time: 15.9812402725, propagate_backward_time: 22.3423309326, weight_update_time: 0.0615552999, other_time: 1.3238868713
epoch time: 5.0847392082s, input_fired_time: 0.0715508237, output_fired_time: 0.0000000000, propagate_forward_time: 4.6819901466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3311982155
validation[          , genome  6117] predictions:    9716/  10000 (97.16%), best:    9728/10000 (97.28%), error:       951.00543, best error:       865.64435 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 59.4817466736s, input_fired_time: 0.6213742495, output_fired_time: 0.4239517152, propagate_forward_time: 24.0695095062, propagate_backward_time: 32.4985923767, weight_update_time: 0.0901978612, other_time: 1.8683204651
epoch time: 4.3730273247s, input_fired_time: 0.0646476671, output_fired_time: 0.0000000000, propagate_forward_time: 4.0200977325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882819176
validation[          , genome  6117] predictions:    9609/  10000 (96.09%), best:    9728/10000 (97.28%), error:      1261.90417, best error:       865.64435 on epoch:    98, 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: 26.0133666992s, input_fired_time: 0.3640938103, output_fired_time: 0.0000000000, propagate_forward_time: 23.9322013855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7170715332
best training[          , genome  6117] predictions:   49459/  50000 (98.92%), best:    9728/10000 (97.28%), error:      2030.16162, best error:       865.64435 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.0172896385s, input_fired_time: 0.0696721226, output_fired_time: 0.0000000000, propagate_forward_time: 4.6176028252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3300147057
   testing[          , genome  6117] predictions:    9761/  10000 (97.61%), best:    9728/10000 (97.28%), error:       803.14764, best error:       865.64435 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:50:16 (1505): called boinc_finish(0)

</stderr_txt>
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