Nameexact_genome_1512568488_41_7130_0
Workunit2606922
Created8 Dec 2017, 0:02:58 UTC
Sent8 Dec 2017, 0:08:31 UTC
Report deadline15 Dec 2017, 7:03:50 UTC
Received8 Dec 2017, 9:15:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 2 min 54 sec
CPU time2 hours 2 min 50 sec
Validate stateValid
Credit1,822.11
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.69 MB
Peak swap size152.59 MB
Peak disk usage1.06 MB

Stderr output

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

epoch time: 66.9421768188s, input_fired_time: 0.9452194571, output_fired_time: 0.6001874208, propagate_forward_time: 25.0926094055, propagate_backward_time: 38.4729194641, weight_update_time: 0.0682971030, other_time: 1.8312377930
epoch time: 5.2851524353s, input_fired_time: 0.0980519876, output_fired_time: 0.0000000000, propagate_forward_time: 4.8767776489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103227615
validation[          , genome  7130] predictions:    9612/  10000 (96.12%), best:    9673/10000 (96.73%), error:      1219.80969, best error:      1126.06360 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.0889129639s, input_fired_time: 0.9252173305, output_fired_time: 0.5859208107, propagate_forward_time: 24.3879470825, propagate_backward_time: 37.4595947266, weight_update_time: 0.0660044700, other_time: 1.7302322388
epoch time: 5.2762165070s, input_fired_time: 0.0958953351, output_fired_time: 0.0000000000, propagate_forward_time: 4.8738851547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064360619
validation[          , genome  7130] predictions:    9617/  10000 (96.17%), best:    9673/10000 (96.73%), error:      1215.82556, best error:      1126.06360 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 65.4057617188s, input_fired_time: 0.9297611713, output_fired_time: 0.5875645876, propagate_forward_time: 24.5461730957, propagate_backward_time: 37.5966567993, weight_update_time: 0.0666549057, other_time: 1.7456016541
epoch time: 5.2781209946s, input_fired_time: 0.0955510139, output_fired_time: 0.0000000000, propagate_forward_time: 4.8770041466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055658340
validation[          , genome  7130] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1086.54504, best error:      1086.54504 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 65.3838882446s, input_fired_time: 0.9314687848, output_fired_time: 0.5877497196, propagate_forward_time: 24.5061511993, propagate_backward_time: 37.6087532043, weight_update_time: 0.0666249990, other_time: 1.7497673035
epoch time: 5.3493361473s, input_fired_time: 0.1017819494, output_fired_time: 0.0000000000, propagate_forward_time: 4.9265928268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209614754
validation[          , genome  7130] predictions:    9624/  10000 (96.24%), best:    9655/10000 (96.55%), error:      1240.55286, best error:      1086.54504 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 65.1089782715s, input_fired_time: 0.9309648275, output_fired_time: 0.5839267373, propagate_forward_time: 24.4422512054, propagate_backward_time: 37.4090652466, weight_update_time: 0.0662972331, other_time: 1.7427749634
epoch time: 5.2807378769s, input_fired_time: 0.0962401405, output_fired_time: 0.0000000000, propagate_forward_time: 4.8771200180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073778152
validation[          , genome  7130] predictions:    9657/  10000 (96.57%), best:    9655/10000 (96.55%), error:      1133.79529, best error:      1086.54504 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 65.2903976440s, input_fired_time: 0.9319665432, output_fired_time: 0.5862977505, propagate_forward_time: 24.4597949982, propagate_backward_time: 37.5148468018, weight_update_time: 0.0666295215, other_time: 1.7974929810
epoch time: 5.2842164040s, input_fired_time: 0.0951270759, output_fired_time: 0.0000000000, propagate_forward_time: 4.8757977486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3132915497
validation[          , genome  7130] predictions:    9627/  10000 (96.27%), best:    9655/10000 (96.55%), error:      1221.75220, best error:      1086.54504 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 65.5273513794s, input_fired_time: 0.9409348965, output_fired_time: 0.5885286331, propagate_forward_time: 24.5448532104, propagate_backward_time: 37.6205406189, weight_update_time: 0.0668384060, other_time: 1.8324966431
epoch time: 5.3011269569s, input_fired_time: 0.1005382463, output_fired_time: 0.0000000000, propagate_forward_time: 4.8794250488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211636543
validation[          , genome  7130] predictions:    9661/  10000 (96.61%), best:    9655/10000 (96.55%), error:      1201.62195, best error:      1086.54504 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 66.6950683594s, input_fired_time: 0.9490352273, output_fired_time: 0.5972505808, propagate_forward_time: 25.0439567566, propagate_backward_time: 38.2476768494, weight_update_time: 0.0681964085, other_time: 1.8571472168
epoch time: 5.3031010628s, input_fired_time: 0.0966808870, output_fired_time: 0.0000000000, propagate_forward_time: 4.8883752823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180446625
validation[          , genome  7130] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1067.95776, best error:      1067.95776 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 67.0950241089s, input_fired_time: 0.9496302009, output_fired_time: 0.5993560553, propagate_forward_time: 25.2394828796, propagate_backward_time: 38.5197448730, weight_update_time: 0.0676058456, other_time: 1.7868080139
epoch time: 5.2936635017s, input_fired_time: 0.0982362702, output_fired_time: 0.0000000000, propagate_forward_time: 4.8857908249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096365929
validation[          , genome  7130] predictions:    9626/  10000 (96.26%), best:    9686/10000 (96.86%), error:      1186.98499, best error:      1067.95776 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 68.1849365234s, input_fired_time: 0.9630330801, output_fired_time: 0.6105509996, propagate_forward_time: 25.6511440277, propagate_backward_time: 39.1529121399, weight_update_time: 0.0686824992, other_time: 1.8072929382
epoch time: 5.4201116562s, input_fired_time: 0.1000145972, output_fired_time: 0.0000000000, propagate_forward_time: 5.0055971146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144998550
validation[          , genome  7130] predictions:    9641/  10000 (96.41%), best:    9686/10000 (96.86%), error:      1143.82117, best error:      1067.95776 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 66.5669860840s, input_fired_time: 0.9463547468, output_fired_time: 0.5965117216, propagate_forward_time: 25.0179309845, propagate_backward_time: 38.2428588867, weight_update_time: 0.0671850443, other_time: 1.7633285522
epoch time: 5.5160179138s, input_fired_time: 0.1015761718, output_fired_time: 0.0000000000, propagate_forward_time: 5.0938625336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205790520
validation[          , genome  7130] predictions:    9172/  10000 (91.72%), best:    9686/10000 (96.86%), error:      2460.43921, best error:      1067.95776 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 68.1963729858s, input_fired_time: 0.9654037356, output_fired_time: 0.6045855880, propagate_forward_time: 25.7061481476, propagate_backward_time: 39.0998611450, weight_update_time: 0.0693174154, other_time: 1.8203811646
epoch time: 5.3405838013s, input_fired_time: 0.0992438570, output_fired_time: 0.0000000000, propagate_forward_time: 4.9290022850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123378754
validation[          , genome  7130] predictions:    9646/  10000 (96.46%), best:    9686/10000 (96.86%), error:      1107.52380, best error:      1067.95776 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 71.5049743652s, input_fired_time: 0.9875255823, output_fired_time: 0.6317304373, propagate_forward_time: 26.9501762390, propagate_backward_time: 41.0569725037, weight_update_time: 0.0725909844, other_time: 1.8785705566
epoch time: 6.2606945038s, input_fired_time: 0.1105822846, output_fired_time: 0.0000000000, propagate_forward_time: 5.8003387451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497734070
validation[          , genome  7130] predictions:    9654/  10000 (96.54%), best:    9686/10000 (96.86%), error:      1190.93579, best error:      1067.95776 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 69.4915313721s, input_fired_time: 0.9756343961, output_fired_time: 0.6247237921, propagate_forward_time: 26.2233543396, propagate_backward_time: 39.8237609863, weight_update_time: 0.0693341717, other_time: 1.8440589905
epoch time: 5.5890312195s, input_fired_time: 0.1034265682, output_fired_time: 0.0000000000, propagate_forward_time: 5.1614694595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241353035
validation[          , genome  7130] predictions:    9614/  10000 (96.14%), best:    9686/10000 (96.86%), error:      1250.46899, best error:      1067.95776 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 69.0233154297s, input_fired_time: 0.9708530903, output_fired_time: 0.6191374660, propagate_forward_time: 25.9334754944, propagate_backward_time: 39.6408576965, weight_update_time: 0.0694697723, other_time: 1.8589859009
epoch time: 6.6373329163s, input_fired_time: 0.1136169955, output_fired_time: 0.0000000000, propagate_forward_time: 6.1593179703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643980026
validation[          , genome  7130] predictions:    9630/  10000 (96.30%), best:    9686/10000 (96.86%), error:      1186.89990, best error:      1067.95776 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 66.0954437256s, input_fired_time: 0.9428805113, output_fired_time: 0.5907029510, propagate_forward_time: 24.7079010010, propagate_backward_time: 38.0958747864, weight_update_time: 0.0664626211, other_time: 1.7580833435
epoch time: 5.4769730568s, input_fired_time: 0.1000211015, output_fired_time: 0.0000000000, propagate_forward_time: 5.0591592789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177928925
validation[          , genome  7130] predictions:    9682/  10000 (96.82%), best:    9686/10000 (96.86%), error:      1068.94727, best error:      1067.95776 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 68.1055374146s, input_fired_time: 0.9562203288, output_fired_time: 0.6116994619, propagate_forward_time: 25.6201362610, propagate_backward_time: 39.1210250854, weight_update_time: 0.0679613352, other_time: 1.7964515686
epoch time: 5.6117057800s, input_fired_time: 0.1014695019, output_fired_time: 0.0000000000, propagate_forward_time: 5.1887164116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215198517
validation[          , genome  7130] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:      1012.05414, best error:      1012.05414 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 69.9909133911s, input_fired_time: 0.9729248881, output_fired_time: 0.6221562624, propagate_forward_time: 26.2865028381, propagate_backward_time: 40.2780418396, weight_update_time: 0.0704279542, other_time: 1.8312911987
epoch time: 5.6796159744s, input_fired_time: 0.1035237834, output_fired_time: 0.0000000000, propagate_forward_time: 5.2532119751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228802681
validation[          , genome  7130] predictions:    9673/  10000 (96.73%), best:    9716/10000 (97.16%), error:      1119.46191, best error:      1012.05414 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.5847167969s, input_fired_time: 0.9533868432, output_fired_time: 0.6029216051, propagate_forward_time: 25.3336601257, propagate_backward_time: 38.8909950256, weight_update_time: 0.0681142882, other_time: 1.8037567139
epoch time: 6.1965923309s, input_fired_time: 0.1097799316, output_fired_time: 0.0000000000, propagate_forward_time: 5.7416162491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451962471
validation[          , genome  7130] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       997.68774, best error:       997.68774 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 66.6215972900s, input_fired_time: 0.9499022365, output_fired_time: 0.6015974879, propagate_forward_time: 24.9964141846, propagate_backward_time: 38.2976379395, weight_update_time: 0.0679944232, other_time: 1.7760391235
epoch time: 5.3019022942s, input_fired_time: 0.0997389182, output_fired_time: 0.0000000000, propagate_forward_time: 4.8925738335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095893860
validation[          , genome  7130] predictions:    9673/  10000 (96.73%), best:    9699/10000 (96.99%), error:      1103.47620, best error:       997.68774 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.6340789795s, input_fired_time: 0.9587576389, output_fired_time: 0.6039609909, propagate_forward_time: 25.3816890717, propagate_backward_time: 38.8888893127, weight_update_time: 0.0694463477, other_time: 1.8007850647
epoch time: 5.6257748604s, input_fired_time: 0.1033939049, output_fired_time: 0.0000000000, propagate_forward_time: 5.1949934959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273873329
validation[          , genome  7130] predictions:    9698/  10000 (96.98%), best:    9699/10000 (96.99%), error:      1028.38721, best error:       997.68774 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 74.0753479004s, input_fired_time: 1.0124318600, output_fired_time: 0.6523873210, propagate_forward_time: 28.0501213074, propagate_backward_time: 42.4168663025, weight_update_time: 0.0743872747, other_time: 1.9435424805
epoch time: 5.3859047890s, input_fired_time: 0.0995801985, output_fired_time: 0.0000000000, propagate_forward_time: 4.9718732834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144512177
validation[          , genome  7130] predictions:    9647/  10000 (96.47%), best:    9699/10000 (96.99%), error:      1185.73035, best error:       997.68774 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.0740737915s, input_fired_time: 0.9575555325, output_fired_time: 0.6027313471, propagate_forward_time: 25.2690658569, propagate_backward_time: 38.4374198914, weight_update_time: 0.0668329224, other_time: 1.8073005676
epoch time: 5.6156077385s, input_fired_time: 0.1043776721, output_fired_time: 0.0000000000, propagate_forward_time: 5.1843934059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268365860
validation[          , genome  7130] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:       983.61560, best error:       983.61560 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 67.6464843750s, input_fired_time: 0.9642567635, output_fired_time: 0.6050047874, propagate_forward_time: 25.4574832916, propagate_backward_time: 38.7843246460, weight_update_time: 0.0680011734, other_time: 1.8354187012
epoch time: 5.5646996498s, input_fired_time: 0.1036846861, output_fired_time: 0.0000000000, propagate_forward_time: 5.1375055313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235092163
validation[          , genome  7130] predictions:    9675/  10000 (96.75%), best:    9691/10000 (96.91%), error:      1034.74390, best error:       983.61560 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 67.5088806152s, input_fired_time: 0.9705317020, output_fired_time: 0.6098935604, propagate_forward_time: 25.4840087891, propagate_backward_time: 38.6283607483, weight_update_time: 0.0681135505, other_time: 1.8160820007
epoch time: 5.3551340103s, input_fired_time: 0.1005594432, output_fired_time: 0.0000000000, propagate_forward_time: 4.9402885437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142862320
validation[          , genome  7130] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       960.69366, best error:       960.69366 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.1455841064s, input_fired_time: 0.9593887925, output_fired_time: 0.6159102321, propagate_forward_time: 25.2647209167, propagate_backward_time: 38.5169715881, weight_update_time: 0.0681197867, other_time: 1.7885894775
epoch time: 5.2899370193s, input_fired_time: 0.1005890146, output_fired_time: 0.0000000000, propagate_forward_time: 4.8799843788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093638420
validation[          , genome  7130] predictions:    9612/  10000 (96.12%), best:    9706/10000 (97.06%), error:      1314.97217, best error:       960.69366 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 65.8518600464s, input_fired_time: 0.9536914229, output_fired_time: 0.6044910550, propagate_forward_time: 24.7404747009, propagate_backward_time: 37.7964210510, weight_update_time: 0.0670986176, other_time: 1.7567825317
epoch time: 5.3623929024s, input_fired_time: 0.1005340293, output_fired_time: 0.0000000000, propagate_forward_time: 4.9493250847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125338554
validation[          , genome  7130] predictions:    9681/  10000 (96.81%), best:    9706/10000 (97.06%), error:      1074.82227, best error:       960.69366 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 65.6321868896s, input_fired_time: 0.9474703074, output_fired_time: 0.5933445096, propagate_forward_time: 24.6555194855, propagate_backward_time: 37.6814651489, weight_update_time: 0.0666959360, other_time: 1.7543869019
epoch time: 5.3526754379s, input_fired_time: 0.1007416323, output_fired_time: 0.0000000000, propagate_forward_time: 4.9398427010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120908737
validation[          , genome  7130] predictions:    9672/  10000 (96.72%), best:    9706/10000 (97.06%), error:      1078.15820, best error:       960.69366 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.6168746948s, input_fired_time: 0.9505352378, output_fired_time: 0.6045590639, propagate_forward_time: 24.6102466583, propagate_backward_time: 37.6929550171, weight_update_time: 0.0667116717, other_time: 1.7585754395
epoch time: 5.3660039902s, input_fired_time: 0.1016567573, output_fired_time: 0.0000000000, propagate_forward_time: 4.9505310059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3138160706
validation[          , genome  7130] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:      1013.64789, best error:       960.69366 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.5311965942s, input_fired_time: 0.9539812803, output_fired_time: 0.6072972417, propagate_forward_time: 24.5843143463, propagate_backward_time: 37.6289672852, weight_update_time: 0.0667568147, other_time: 1.7566375732
epoch time: 5.3861250877s, input_fired_time: 0.1015145853, output_fired_time: 0.0000000000, propagate_forward_time: 4.9713115692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3132987022
validation[          , genome  7130] predictions:    9705/  10000 (97.05%), best:    9706/10000 (97.06%), error:       972.04651, best error:       960.69366 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 66.0486145020s, input_fired_time: 0.9559470415, output_fired_time: 0.6099044681, propagate_forward_time: 24.7751522064, propagate_backward_time: 37.9362983704, weight_update_time: 0.0674661696, other_time: 1.7713127136
epoch time: 5.6442975998s, input_fired_time: 0.1038075909, output_fired_time: 0.0000000000, propagate_forward_time: 5.2187490463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3217411041
validation[          , genome  7130] predictions:    9606/  10000 (96.06%), best:    9706/10000 (97.06%), error:      1260.43860, best error:       960.69366 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 69.1543884277s, input_fired_time: 0.9850826859, output_fired_time: 0.6174739003, propagate_forward_time: 25.9918193817, propagate_backward_time: 39.7199592590, weight_update_time: 0.0702795982, other_time: 1.8400459290
epoch time: 5.4542536736s, input_fired_time: 0.1028223336, output_fired_time: 0.0000000000, propagate_forward_time: 5.0319437981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194875717
validation[          , genome  7130] predictions:    9675/  10000 (96.75%), best:    9706/10000 (97.06%), error:      1114.41980, best error:       960.69366 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 68.5902328491s, input_fired_time: 0.9784535766, output_fired_time: 0.6193137765, propagate_forward_time: 25.8550128937, propagate_backward_time: 39.3133201599, weight_update_time: 0.0691037104, other_time: 1.8241310120
epoch time: 5.2984704971s, input_fired_time: 0.1004311889, output_fired_time: 0.0000000000, propagate_forward_time: 4.8872594833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107800484
validation[          , genome  7130] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       950.84845, best error:       950.84845 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 66.4860992432s, input_fired_time: 0.9595525265, output_fired_time: 0.5956712365, propagate_forward_time: 24.9402523041, propagate_backward_time: 38.2137985229, weight_update_time: 0.0684281290, other_time: 1.7768249512
epoch time: 5.2872228622s, input_fired_time: 0.1009454280, output_fired_time: 0.0000000000, propagate_forward_time: 4.8790912628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071861267
validation[          , genome  7130] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       943.83478, best error:       943.83478 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 65.7932052612s, input_fired_time: 0.9542325735, output_fired_time: 0.5960102677, propagate_forward_time: 24.7239704132, propagate_backward_time: 37.7733230591, weight_update_time: 0.0667642727, other_time: 1.7456741333
epoch time: 5.3046216965s, input_fired_time: 0.1011232808, output_fired_time: 0.0000000000, propagate_forward_time: 4.8959827423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075156212
validation[          , genome  7130] predictions:    9720/  10000 (97.20%), best:    9714/10000 (97.14%), error:       944.82202, best error:       943.83478 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.8615951538s, input_fired_time: 0.9511600137, output_fired_time: 0.6030865908, propagate_forward_time: 24.7084159851, propagate_backward_time: 37.8614654541, weight_update_time: 0.0671434700, other_time: 1.7374687195
epoch time: 5.2989068031s, input_fired_time: 0.0993767604, output_fired_time: 0.0000000000, propagate_forward_time: 4.8921875954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073425293
validation[          , genome  7130] predictions:    9713/  10000 (97.13%), best:    9714/10000 (97.14%), error:       945.43665, best error:       943.83478 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.8318023682s, input_fired_time: 0.9511827826, output_fired_time: 0.6029111743, propagate_forward_time: 24.6756515503, propagate_backward_time: 37.8646736145, weight_update_time: 0.0669312999, other_time: 1.7373847961
epoch time: 5.4020428658s, input_fired_time: 0.1012035608, output_fired_time: 0.0000000000, propagate_forward_time: 4.9873852730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134541512
validation[          , genome  7130] predictions:    9674/  10000 (96.74%), best:    9714/10000 (97.14%), error:      1064.48438, best error:       943.83478 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 68.7900238037s, input_fired_time: 0.9775296450, output_fired_time: 0.6194904447, propagate_forward_time: 25.8994426727, propagate_backward_time: 39.5151367188, weight_update_time: 0.0693739206, other_time: 1.7784194946
epoch time: 5.3026189804s, input_fired_time: 0.0996235982, output_fired_time: 0.0000000000, propagate_forward_time: 4.8970332146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059620857
validation[          , genome  7130] predictions:    9717/  10000 (97.17%), best:    9714/10000 (97.14%), error:       960.13580, best error:       943.83478 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 68.0804748535s, input_fired_time: 0.9662997723, output_fired_time: 0.6163410544, propagate_forward_time: 25.5504894257, propagate_backward_time: 39.1848297119, weight_update_time: 0.0687285960, other_time: 1.7625122070
epoch time: 5.4359345436s, input_fired_time: 0.1045368090, output_fired_time: 0.0000000000, propagate_forward_time: 5.0127658844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3186316490
validation[          , genome  7130] predictions:    9692/  10000 (96.92%), best:    9714/10000 (97.14%), error:      1028.97034, best error:       943.83478 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 67.6729431152s, input_fired_time: 0.9712011218, output_fired_time: 0.6165169477, propagate_forward_time: 25.4844894409, propagate_backward_time: 38.8241500854, weight_update_time: 0.0698112100, other_time: 1.7765884399
epoch time: 5.3150458336s, input_fired_time: 0.1001574472, output_fired_time: 0.0000000000, propagate_forward_time: 4.9082813263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066072464
validation[          , genome  7130] predictions:    9641/  10000 (96.41%), best:    9714/10000 (97.14%), error:      1189.99170, best error:       943.83478 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 66.0617065430s, input_fired_time: 0.9591708183, output_fired_time: 0.6077750325, propagate_forward_time: 24.8235511780, propagate_backward_time: 37.9312171936, weight_update_time: 0.0665970668, other_time: 1.7399978638
epoch time: 5.5843286514s, input_fired_time: 0.1048409641, output_fired_time: 0.0000000000, propagate_forward_time: 5.1531291008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263587952
validation[          , genome  7130] predictions:    9700/  10000 (97.00%), best:    9714/10000 (97.14%), error:      1033.90063, best error:       943.83478 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 66.9138336182s, input_fired_time: 0.9697470069, output_fired_time: 0.6049637198, propagate_forward_time: 25.0772514343, propagate_backward_time: 38.4790496826, weight_update_time: 0.0681014061, other_time: 1.7828178406
epoch time: 5.4561290741s, input_fired_time: 0.1028009877, output_fired_time: 0.0000000000, propagate_forward_time: 5.0377249718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156032562
validation[          , genome  7130] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       944.37567, best error:       943.83478 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 65.7712020874s, input_fired_time: 0.9525609612, output_fired_time: 0.6008214951, propagate_forward_time: 24.6553192139, propagate_backward_time: 37.7967147827, weight_update_time: 0.0670811608, other_time: 1.7657852173
epoch time: 5.4435648918s, input_fired_time: 0.1023195684, output_fired_time: 0.0000000000, propagate_forward_time: 5.0251240730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161211014
validation[          , genome  7130] predictions:    9702/  10000 (97.02%), best:    9714/10000 (97.14%), error:      1014.42090, best error:       943.83478 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 70.1017990112s, input_fired_time: 0.9892092347, output_fired_time: 0.6248064637, propagate_forward_time: 26.3370399475, propagate_backward_time: 40.3272857666, weight_update_time: 0.0714576766, other_time: 1.8234519958
epoch time: 5.3954343796s, input_fired_time: 0.1020133272, output_fired_time: 0.0000000000, propagate_forward_time: 4.9804139137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130073547
validation[          , genome  7130] predictions:    9708/  10000 (97.08%), best:    9714/10000 (97.14%), error:       987.55157, best error:       943.83478 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 66.0638504028s, input_fired_time: 0.9600188732, output_fired_time: 0.6014379859, propagate_forward_time: 24.8394813538, propagate_backward_time: 37.9109802246, weight_update_time: 0.0673231632, other_time: 1.7519264221
epoch time: 5.2880563736s, input_fired_time: 0.1016788185, output_fired_time: 0.0000000000, propagate_forward_time: 4.8790941238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072834015
validation[          , genome  7130] predictions:    9695/  10000 (96.95%), best:    9714/10000 (97.14%), error:      1017.24524, best error:       943.83478 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 65.9088592529s, input_fired_time: 0.9572804570, output_fired_time: 0.5930317044, propagate_forward_time: 24.7613334656, propagate_backward_time: 37.8710861206, weight_update_time: 0.0665832236, other_time: 1.7261238098
epoch time: 5.4111304283s, input_fired_time: 0.1037740707, output_fired_time: 0.0000000000, propagate_forward_time: 4.9959249496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114314079
validation[          , genome  7130] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:      1039.33423, best error:       943.83478 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 66.0187454224s, input_fired_time: 0.9568612576, output_fired_time: 0.6012333632, propagate_forward_time: 24.8799819946, propagate_backward_time: 37.8538398743, weight_update_time: 0.0669106171, other_time: 1.7268257141
epoch time: 5.2812352180s, input_fired_time: 0.0997980684, output_fired_time: 0.0000000000, propagate_forward_time: 4.8765826225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3048543930
validation[          , genome  7130] predictions:    9608/  10000 (96.08%), best:    9714/10000 (97.14%), error:      1261.61951, best error:       943.83478 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 65.4321365356s, input_fired_time: 0.9529866576, output_fired_time: 0.5851905346, propagate_forward_time: 24.5435504913, propagate_backward_time: 37.6329498291, weight_update_time: 0.0669518113, other_time: 1.7174606323
epoch time: 5.4130825996s, input_fired_time: 0.1025939435, output_fired_time: 0.0000000000, propagate_forward_time: 4.9975872040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129014969
validation[          , genome  7130] predictions:    9691/  10000 (96.91%), best:    9714/10000 (97.14%), error:       995.13239, best error:       943.83478 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 65.8615875244s, input_fired_time: 0.9591726065, output_fired_time: 0.5980206132, propagate_forward_time: 24.7233276367, propagate_backward_time: 37.8369407654, weight_update_time: 0.0670031458, other_time: 1.7441215515
epoch time: 5.2868242264s, input_fired_time: 0.1015395150, output_fired_time: 0.0000000000, propagate_forward_time: 4.8779897690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072948456
validation[          , genome  7130] predictions:    9644/  10000 (96.44%), best:    9714/10000 (97.14%), error:      1156.85205, best error:       943.83478 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 66.5668106079s, input_fired_time: 0.9677107930, output_fired_time: 0.6061683297, propagate_forward_time: 25.0584716797, propagate_backward_time: 38.1658401489, weight_update_time: 0.0673587099, other_time: 1.7686157227
epoch time: 5.4864521027s, input_fired_time: 0.1035556346, output_fired_time: 0.0000000000, propagate_forward_time: 5.0648341179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180623055
validation[          , genome  7130] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:      1006.91132, best error:       943.83478 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 67.7404022217s, input_fired_time: 0.9730826020, output_fired_time: 0.6131624579, propagate_forward_time: 25.3471736908, propagate_backward_time: 39.0144157410, weight_update_time: 0.0680910200, other_time: 1.7925682068
epoch time: 5.3356971741s, input_fired_time: 0.1024096385, output_fired_time: 0.0000000000, propagate_forward_time: 4.9247117043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085756302
validation[          , genome  7130] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       934.20105, best error:       934.20105 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 68.4408264160s, input_fired_time: 0.9773603678, output_fired_time: 0.6130097508, propagate_forward_time: 25.7418785095, propagate_backward_time: 39.3303909302, weight_update_time: 0.0687618181, other_time: 1.7781867981
epoch time: 5.4033427238s, input_fired_time: 0.1043235064, output_fired_time: 0.0000000000, propagate_forward_time: 4.9807229042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182964325
validation[          , genome  7130] predictions:    9678/  10000 (96.78%), best:    9733/10000 (97.33%), error:      1068.67761, best error:       934.20105 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 67.9987640381s, input_fired_time: 0.9810491800, output_fired_time: 0.6070711017, propagate_forward_time: 25.5162467957, propagate_backward_time: 39.0980415344, weight_update_time: 0.0688567907, other_time: 1.7963562012
epoch time: 5.5402026176s, input_fired_time: 0.1055395901, output_fired_time: 0.0000000000, propagate_forward_time: 5.1165676117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180952072
validation[          , genome  7130] predictions:    9602/  10000 (96.02%), best:    9733/10000 (97.33%), error:      1322.10010, best error:       934.20105 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 68.5285034180s, input_fired_time: 0.9981036186, output_fired_time: 0.6112123728, propagate_forward_time: 25.7163581848, propagate_backward_time: 39.4185714722, weight_update_time: 0.0688215271, other_time: 1.7842597961
epoch time: 5.3015456200s, input_fired_time: 0.1026054174, output_fired_time: 0.0000000000, propagate_forward_time: 4.8913350105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076052666
validation[          , genome  7130] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       895.54919, best error:       895.54919 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 66.7919692993s, input_fired_time: 0.9727078676, output_fired_time: 0.5957224369, propagate_forward_time: 24.9872722626, propagate_backward_time: 38.4763984680, weight_update_time: 0.0676857755, other_time: 1.7598609924
epoch time: 5.2892770767s, input_fired_time: 0.1028146818, output_fired_time: 0.0000000000, propagate_forward_time: 4.8796997070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067626953
validation[          , genome  7130] predictions:    9705/  10000 (97.05%), best:    9733/10000 (97.33%), error:       976.52881, best error:       895.54919 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 66.5187911987s, input_fired_time: 0.9751414061, output_fired_time: 0.6008135676, propagate_forward_time: 24.9695243835, propagate_backward_time: 38.1909255981, weight_update_time: 0.0686942786, other_time: 1.7823829651
epoch time: 5.3204340935s, input_fired_time: 0.1078057438, output_fired_time: 0.0000000000, propagate_forward_time: 4.8923654556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202629089
validation[          , genome  7130] predictions:    9660/  10000 (96.60%), best:    9733/10000 (97.33%), error:      1130.81799, best error:       895.54919 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 73.8699951172s, input_fired_time: 1.0426011086, output_fired_time: 0.6512960196, propagate_forward_time: 27.8874340057, propagate_backward_time: 42.3314666748, weight_update_time: 0.0762606114, other_time: 1.9571914673
epoch time: 5.3816838264s, input_fired_time: 0.1032661274, output_fired_time: 0.0000000000, propagate_forward_time: 4.9673752785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110423088
validation[          , genome  7130] predictions:    9696/  10000 (96.96%), best:    9733/10000 (97.33%), error:      1014.66785, best error:       895.54919 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.8646163940s, input_fired_time: 0.9900804162, output_fired_time: 0.6075160503, propagate_forward_time: 25.5864467621, propagate_backward_time: 38.8514060974, weight_update_time: 0.0701312572, other_time: 1.8291664124
epoch time: 5.7570190430s, input_fired_time: 0.1113233045, output_fired_time: 0.0000000000, propagate_forward_time: 5.3088850975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368105888
validation[          , genome  7130] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       961.63202, best error:       895.54919 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 68.8958129883s, input_fired_time: 0.9874196649, output_fired_time: 0.6229920983, propagate_forward_time: 25.9259147644, propagate_backward_time: 39.5444374084, weight_update_time: 0.0695182458, other_time: 1.8150482178
epoch time: 5.4931306839s, input_fired_time: 0.1047315150, output_fired_time: 0.0000000000, propagate_forward_time: 5.0685763359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198227882
validation[          , genome  7130] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       892.08929, best error:       892.08929 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 67.8130035400s, input_fired_time: 0.9813176990, output_fired_time: 0.6103497148, propagate_forward_time: 25.4586429596, propagate_backward_time: 38.9446449280, weight_update_time: 0.0693251267, other_time: 1.8180503845
epoch time: 5.3986096382s, input_fired_time: 0.1046250463, output_fired_time: 0.0000000000, propagate_forward_time: 4.9797463417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142380714
validation[          , genome  7130] predictions:    9683/  10000 (96.83%), best:    9744/10000 (97.44%), error:      1060.83008, best error:       892.08929 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 66.3679733276s, input_fired_time: 0.9694114327, output_fired_time: 0.6050363183, propagate_forward_time: 24.9744205475, propagate_backward_time: 38.0577049255, weight_update_time: 0.0676233321, other_time: 1.7614021301
epoch time: 5.5002622604s, input_fired_time: 0.1055510640, output_fired_time: 0.0000000000, propagate_forward_time: 5.0755085945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192024231
validation[          , genome  7130] predictions:    9720/  10000 (97.20%), best:    9744/10000 (97.44%), error:       931.06104, best error:       892.08929 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.7620849609s, input_fired_time: 0.9668378234, output_fired_time: 0.5937810540, propagate_forward_time: 24.6635913849, propagate_backward_time: 37.7937278748, weight_update_time: 0.0667069033, other_time: 1.7441520691
epoch time: 6.3615179062s, input_fired_time: 0.1172243208, output_fired_time: 0.0000000000, propagate_forward_time: 5.8868026733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574910164
validation[          , genome  7130] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:      1005.46460, best error:       892.08929 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 69.5311660767s, input_fired_time: 1.0021151304, output_fired_time: 0.6213369370, propagate_forward_time: 26.1551532745, propagate_backward_time: 39.9041976929, weight_update_time: 0.0715626776, other_time: 1.8483657837
epoch time: 5.9003281593s, input_fired_time: 0.1107591093, output_fired_time: 0.0000000000, propagate_forward_time: 5.4541559219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354129791
validation[          , genome  7130] predictions:    9715/  10000 (97.15%), best:    9744/10000 (97.44%), error:       942.30493, best error:       892.08929 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 67.4265747070s, input_fired_time: 0.9810690284, output_fired_time: 0.6057999134, propagate_forward_time: 25.3372707367, propagate_backward_time: 38.7166786194, weight_update_time: 0.0687689036, other_time: 1.7857551575
epoch time: 5.7210965157s, input_fired_time: 0.1085688844, output_fired_time: 0.0000000000, propagate_forward_time: 5.2862281799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262996674
validation[          , genome  7130] predictions:    9682/  10000 (96.82%), best:    9744/10000 (97.44%), error:       994.77435, best error:       892.08929 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 66.9399948120s, input_fired_time: 0.9890010953, output_fired_time: 0.6062172651, propagate_forward_time: 25.1098403931, propagate_backward_time: 38.4229469299, weight_update_time: 0.0696491301, other_time: 1.8119926453
epoch time: 5.4673976898s, input_fired_time: 0.1054207608, output_fired_time: 0.0000000000, propagate_forward_time: 5.0477399826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142371178
validation[          , genome  7130] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:       981.65820, best error:       892.08929 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 70.0416717529s, input_fired_time: 1.0165176392, output_fired_time: 0.6246460676, propagate_forward_time: 26.4757518768, propagate_backward_time: 40.0555381775, weight_update_time: 0.0716350526, other_time: 1.8692131042
epoch time: 5.3235697746s, input_fired_time: 0.1072157398, output_fired_time: 0.0000000000, propagate_forward_time: 4.8942055702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3221483231
validation[          , genome  7130] predictions:    9704/  10000 (97.04%), best:    9744/10000 (97.44%), error:       978.24780, best error:       892.08929 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 65.8789215088s, input_fired_time: 0.9964713454, output_fired_time: 0.5930533409, propagate_forward_time: 24.6682548523, propagate_backward_time: 37.7438812256, weight_update_time: 0.0722840428, other_time: 1.8772621155
epoch time: 5.3158249855s, input_fired_time: 0.1071968675, output_fired_time: 0.0000000000, propagate_forward_time: 4.8860073090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226208687
validation[          , genome  7130] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:       959.14062, best error:       892.08929 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 66.8516235352s, input_fired_time: 0.9786737561, output_fired_time: 0.6102299094, propagate_forward_time: 25.0408744812, propagate_backward_time: 38.4225463867, weight_update_time: 0.0682257190, other_time: 1.7992973328
epoch time: 5.4239239693s, input_fired_time: 0.1057709679, output_fired_time: 0.0000000000, propagate_forward_time: 5.0007243156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174285889
validation[          , genome  7130] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:       984.87354, best error:       892.08929 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 66.8040008545s, input_fired_time: 0.9821324944, output_fired_time: 0.6097591519, propagate_forward_time: 25.0987682343, propagate_backward_time: 38.3152770996, weight_update_time: 0.0677761585, other_time: 1.7980651855
epoch time: 5.7314133644s, input_fired_time: 0.1107519120, output_fired_time: 0.0000000000, propagate_forward_time: 5.2873783112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3332829475
validation[          , genome  7130] predictions:    9709/  10000 (97.09%), best:    9744/10000 (97.44%), error:       956.73822, best error:       892.08929 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 68.2604904175s, input_fired_time: 0.9916630387, output_fired_time: 0.6119965911, propagate_forward_time: 25.7359123230, propagate_backward_time: 39.1335983276, weight_update_time: 0.0689844564, other_time: 1.7873191833
epoch time: 5.7981615067s, input_fired_time: 0.1082802713, output_fired_time: 0.0000000000, propagate_forward_time: 5.3616271019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282542229
validation[          , genome  7130] predictions:    9660/  10000 (96.60%), best:    9744/10000 (97.44%), error:      1142.09265, best error:       892.08929 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 67.5420074463s, input_fired_time: 0.9819604754, output_fired_time: 0.6111758947, propagate_forward_time: 25.3390655518, propagate_backward_time: 38.8301734924, weight_update_time: 0.0685502440, other_time: 1.7796287537
epoch time: 6.3358564377s, input_fired_time: 0.1173479110, output_fired_time: 0.0000000000, propagate_forward_time: 5.8693199158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491888046
validation[          , genome  7130] predictions:    9715/  10000 (97.15%), best:    9744/10000 (97.44%), error:       956.83264, best error:       892.08929 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 70.9847564697s, input_fired_time: 1.0151201487, output_fired_time: 0.6396239400, propagate_forward_time: 26.8622016907, propagate_backward_time: 40.6297683716, weight_update_time: 0.0721158162, other_time: 1.8380393982
epoch time: 5.3740711212s, input_fired_time: 0.1064275131, output_fired_time: 0.0000000000, propagate_forward_time: 4.9554381371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122053146
validation[          , genome  7130] predictions:    9712/  10000 (97.12%), best:    9744/10000 (97.44%), error:      1011.83270, best error:       892.08929 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 69.0468292236s, input_fired_time: 0.9993246794, output_fired_time: 0.6177779436, propagate_forward_time: 25.9120311737, propagate_backward_time: 39.6909294128, weight_update_time: 0.0705135018, other_time: 1.8267707825
epoch time: 5.5745992661s, input_fired_time: 0.1156256646, output_fired_time: 0.0000000000, propagate_forward_time: 5.1256132126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3333601952
validation[          , genome  7130] predictions:    9684/  10000 (96.84%), best:    9744/10000 (97.44%), error:      1035.49121, best error:       892.08929 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 68.3053512573s, input_fired_time: 0.9930902719, output_fired_time: 0.6145794392, propagate_forward_time: 25.6264858246, propagate_backward_time: 39.2616081238, weight_update_time: 0.0704460219, other_time: 1.8095893860
epoch time: 5.5306267738s, input_fired_time: 0.1079157144, output_fired_time: 0.0000000000, propagate_forward_time: 5.1074624062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152484894
validation[          , genome  7130] predictions:    9679/  10000 (96.79%), best:    9744/10000 (97.44%), error:      1072.68005, best error:       892.08929 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 66.9904708862s, input_fired_time: 0.9792342186, output_fired_time: 0.6094632745, propagate_forward_time: 25.1499824524, propagate_backward_time: 38.5017890930, weight_update_time: 0.0676332042, other_time: 1.7500000000
epoch time: 5.3374466896s, input_fired_time: 0.1038109437, output_fired_time: 0.0000000000, propagate_forward_time: 4.9244832993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091526031
validation[          , genome  7130] predictions:    9672/  10000 (96.72%), best:    9744/10000 (97.44%), error:      1125.77368, best error:       892.08929 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.2346572876s, input_fired_time: 0.9790289998, output_fired_time: 0.5972738862, propagate_forward_time: 24.8924388885, propagate_backward_time: 38.0010108948, weight_update_time: 0.0688371360, other_time: 1.7649040222
epoch time: 5.4781265259s, input_fired_time: 0.1075969785, output_fired_time: 0.0000000000, propagate_forward_time: 5.0582494736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122801781
validation[          , genome  7130] predictions:    9695/  10000 (96.95%), best:    9744/10000 (97.44%), error:       990.96185, best error:       892.08929 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 68.4515609741s, input_fired_time: 0.9953302741, output_fired_time: 0.6197347045, propagate_forward_time: 25.7147617340, propagate_backward_time: 39.3196678162, weight_update_time: 0.0693535954, other_time: 1.8020668030
epoch time: 5.3162040710s, input_fired_time: 0.1056591794, output_fired_time: 0.0000000000, propagate_forward_time: 4.9004073143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101377487
validation[          , genome  7130] predictions:    9709/  10000 (97.09%), best:    9744/10000 (97.44%), error:       965.53772, best error:       892.08929 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.9731140137s, input_fired_time: 0.9768850803, output_fired_time: 0.5954087377, propagate_forward_time: 24.7188949585, propagate_backward_time: 37.9103393555, weight_update_time: 0.0669241026, other_time: 1.7715911865
epoch time: 5.4021363258s, input_fired_time: 0.1063571274, output_fired_time: 0.0000000000, propagate_forward_time: 4.9800829887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156962395
validation[          , genome  7130] predictions:    9712/  10000 (97.12%), best:    9744/10000 (97.44%), error:       973.99139, best error:       892.08929 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 65.7124710083s, input_fired_time: 0.9784691334, output_fired_time: 0.5949085355, propagate_forward_time: 24.6809597015, propagate_backward_time: 37.7023124695, weight_update_time: 0.0668730959, other_time: 1.7558174133
epoch time: 5.4163403511s, input_fired_time: 0.1060573086, output_fired_time: 0.0000000000, propagate_forward_time: 4.9939227104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3163604736
validation[          , genome  7130] predictions:    9689/  10000 (96.89%), best:    9744/10000 (97.44%), error:      1074.23840, best error:       892.08929 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 67.7952499390s, input_fired_time: 0.9943040609, output_fired_time: 0.6138250232, propagate_forward_time: 25.5061435699, propagate_backward_time: 38.8879280090, weight_update_time: 0.0686327815, other_time: 1.7930564880
epoch time: 5.4565229416s, input_fired_time: 0.1078006402, output_fired_time: 0.0000000000, propagate_forward_time: 5.0352120399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135104179
validation[          , genome  7130] predictions:    9692/  10000 (96.92%), best:    9744/10000 (97.44%), error:      1036.24170, best error:       892.08929 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 67.3015823364s, input_fired_time: 0.9964873791, output_fired_time: 0.6046719551, propagate_forward_time: 25.3576354980, propagate_backward_time: 38.5711631775, weight_update_time: 0.0685993880, other_time: 1.7716178894
epoch time: 7.0005140305s, input_fired_time: 0.1264294088, output_fired_time: 0.0000000000, propagate_forward_time: 6.4947791100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793053627
validation[          , genome  7130] predictions:    9700/  10000 (97.00%), best:    9744/10000 (97.44%), error:      1013.18909, best error:       892.08929 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 68.8334732056s, input_fired_time: 0.9992119670, output_fired_time: 0.6250331402, propagate_forward_time: 25.8601951599, propagate_backward_time: 39.5397605896, weight_update_time: 0.0703420192, other_time: 1.8092727661
epoch time: 5.4134459496s, input_fired_time: 0.1059608385, output_fired_time: 0.0000000000, propagate_forward_time: 4.9948115349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126735687
validation[          , genome  7130] predictions:    9680/  10000 (96.80%), best:    9744/10000 (97.44%), error:      1063.13220, best error:       892.08929 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 67.1451492310s, input_fired_time: 0.9886833429, output_fired_time: 0.6048346758, propagate_forward_time: 25.3300895691, propagate_backward_time: 38.4606437683, weight_update_time: 0.0684068426, other_time: 1.7608947754
epoch time: 5.3233942986s, input_fired_time: 0.1064758375, output_fired_time: 0.0000000000, propagate_forward_time: 4.9108481407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060703278
validation[          , genome  7130] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:      1025.42737, best error:       892.08929 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 66.9253540039s, input_fired_time: 0.9849540591, output_fired_time: 0.6062572598, propagate_forward_time: 25.2220153809, propagate_backward_time: 38.3672676086, weight_update_time: 0.0678293332, other_time: 1.7448616028
epoch time: 5.3462882042s, input_fired_time: 0.1062076166, output_fired_time: 0.0000000000, propagate_forward_time: 4.9326186180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3074617386
validation[          , genome  7130] predictions:    9719/  10000 (97.19%), best:    9744/10000 (97.44%), error:       965.01807, best error:       892.08929 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 67.7113800049s, input_fired_time: 0.9907770753, output_fired_time: 0.6166839600, propagate_forward_time: 25.3663406372, propagate_backward_time: 38.9820861816, weight_update_time: 0.0683234334, other_time: 1.7554931641
epoch time: 5.6025691032s, input_fired_time: 0.1104860902, output_fired_time: 0.0000000000, propagate_forward_time: 5.1701936722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218894005
validation[          , genome  7130] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       947.56470, best error:       892.08929 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.3741226196s, input_fired_time: 0.9885492921, output_fired_time: 0.6080451012, propagate_forward_time: 25.3216152191, propagate_backward_time: 38.6821823120, weight_update_time: 0.0683720410, other_time: 1.7737274170
epoch time: 5.3410444260s, input_fired_time: 0.1062728688, output_fired_time: 0.0000000000, propagate_forward_time: 4.9230465889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117251396
validation[          , genome  7130] predictions:    9710/  10000 (97.10%), best:    9744/10000 (97.44%), error:       961.40289, best error:       892.08929 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 66.0109100342s, input_fired_time: 0.9818559289, output_fired_time: 0.6026791334, propagate_forward_time: 24.7387485504, propagate_backward_time: 37.9241371155, weight_update_time: 0.0668134391, other_time: 1.7634925842
epoch time: 5.6307039261s, input_fired_time: 0.1101371869, output_fired_time: 0.0000000000, propagate_forward_time: 5.1970438957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235230446
validation[          , genome  7130] predictions:    9681/  10000 (96.81%), best:    9744/10000 (97.44%), error:      1087.93335, best error:       892.08929 on epoch:    72, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 27.2866859436s, input_fired_time: 0.5287814736, output_fired_time: 0.0000000000, propagate_forward_time: 25.1472110748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6106929779
best training[          , genome  7130] predictions:   49350/  50000 (98.70%), best:    9744/10000 (97.44%), error:      2413.79956, best error:       892.08929 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.6386833191s, input_fired_time: 0.1060551777, output_fired_time: 0.0000000000, propagate_forward_time: 5.1997246742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329033852
   testing[          , genome  7130] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       831.22681, best error:       892.08929 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:14:58 (7136): called boinc_finish(0)

</stderr_txt>
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