Nameexact_genome_1512568488_44_7052_0
Workunit2606580
Created7 Dec 2017, 23:35:12 UTC
Sent7 Dec 2017, 23:45:40 UTC
Report deadline17 Dec 2017, 23:16:37 UTC
Received8 Dec 2017, 5:36:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54429
Run time2 hours 50 min 17 sec
CPU time2 hours 49 min 33 sec
Validate stateValid
Credit2,494.96
Device peak FLOPS1.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.96 MB
Peak swap size154.46 MB
Peak disk usage1.30 MB

Stderr output

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

epoch time: 92.4233474731s, input_fired_time: 1.3204427958, output_fired_time: 0.8121960163, propagate_forward_time: 34.9836807251, propagate_backward_time: 52.9657135010, weight_update_time: 0.0937474072, other_time: 2.3413162231
epoch time: 7.5218667984s, input_fired_time: 0.1337777078, output_fired_time: 0.0000000000, propagate_forward_time: 6.9771404266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109487534
validation[          , genome  7052] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       928.55988, best error:       928.55988 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 92.5253753662s, input_fired_time: 1.3180087805, output_fired_time: 0.8105886579, propagate_forward_time: 35.0468177795, propagate_backward_time: 53.0223655701, weight_update_time: 0.0936459973, other_time: 2.3275985718
epoch time: 7.5349140167s, input_fired_time: 0.1345931590, output_fired_time: 0.0000000000, propagate_forward_time: 6.9885640144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117569923
validation[          , genome  7052] predictions:    9734/  10000 (97.34%), best:    9720/10000 (97.20%), error:       932.01440, best error:       928.55988 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 93.2043762207s, input_fired_time: 1.3288847208, output_fired_time: 0.8138856888, propagate_forward_time: 35.2792854309, propagate_backward_time: 53.4259338379, weight_update_time: 0.0943465456, other_time: 2.3563804626
epoch time: 7.5911569595s, input_fired_time: 0.1423391253, output_fired_time: 0.0000000000, propagate_forward_time: 7.0330047607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158129692
validation[          , genome  7052] predictions:    9688/  10000 (96.88%), best:    9720/10000 (97.20%), error:      1017.51489, best error:       928.55988 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 92.9028854370s, input_fired_time: 1.3428417444, output_fired_time: 0.8145328164, propagate_forward_time: 35.1988868713, propagate_backward_time: 53.1949119568, weight_update_time: 0.0992991403, other_time: 2.3517150879
epoch time: 7.5387763977s, input_fired_time: 0.1356413066, output_fired_time: 0.0000000000, propagate_forward_time: 6.9897575378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133777618
validation[          , genome  7052] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       841.07104, best error:       841.07104 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 93.0717926025s, input_fired_time: 1.3346215487, output_fired_time: 0.8168044090, propagate_forward_time: 35.1790771484, propagate_backward_time: 53.3997116089, weight_update_time: 0.0936552659, other_time: 2.3415756226
epoch time: 7.6082911491s, input_fired_time: 0.1385368556, output_fired_time: 0.0000000000, propagate_forward_time: 7.0550718307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146823883
validation[          , genome  7052] predictions:    9666/  10000 (96.66%), best:    9769/10000 (97.69%), error:      1067.64026, best error:       841.07104 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 92.3675079346s, input_fired_time: 1.3358991146, output_fired_time: 0.8106828928, propagate_forward_time: 34.9422988892, propagate_backward_time: 52.9603424072, weight_update_time: 0.0936058238, other_time: 2.3182830811
epoch time: 7.6018743515s, input_fired_time: 0.1375738531, output_fired_time: 0.0000000000, propagate_forward_time: 7.0533623695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109382629
validation[          , genome  7052] predictions:    9711/  10000 (97.11%), best:    9769/10000 (97.69%), error:      1004.25598, best error:       841.07104 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 92.3909835815s, input_fired_time: 1.3346302509, output_fired_time: 0.8106204867, propagate_forward_time: 35.0275878906, propagate_backward_time: 52.9007377625, weight_update_time: 0.0931094587, other_time: 2.3174018860
epoch time: 7.5475382805s, input_fired_time: 0.1366104186, output_fired_time: 0.0000000000, propagate_forward_time: 6.9930047989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179229736
validation[          , genome  7052] predictions:    9673/  10000 (96.73%), best:    9769/10000 (97.69%), error:      1087.55872, best error:       841.07104 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 92.6800537109s, input_fired_time: 1.3348209858, output_fired_time: 0.8133897781, propagate_forward_time: 35.0153923035, propagate_backward_time: 53.1940765381, weight_update_time: 0.0927016139, other_time: 2.3223686218
epoch time: 7.5216851234s, input_fired_time: 0.1387113631, output_fired_time: 0.0000000000, propagate_forward_time: 6.9708757401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120979309
validation[          , genome  7052] predictions:    9690/  10000 (96.90%), best:    9769/10000 (97.69%), error:      1041.83032, best error:       841.07104 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 92.6932220459s, input_fired_time: 1.3357568979, output_fired_time: 0.8117945790, propagate_forward_time: 35.1097221375, propagate_backward_time: 53.1017265320, weight_update_time: 0.0930119157, other_time: 2.3342208862
epoch time: 7.6169595718s, input_fired_time: 0.1392029077, output_fired_time: 0.0000000000, propagate_forward_time: 7.0592370033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185194969
validation[          , genome  7052] predictions:    9656/  10000 (96.56%), best:    9769/10000 (97.69%), error:      1047.18494, best error:       841.07104 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 92.5400772095s, input_fired_time: 1.3332746029, output_fired_time: 0.8116592765, propagate_forward_time: 34.9872131348, propagate_backward_time: 53.0718345642, weight_update_time: 0.0939928368, other_time: 2.3360939026
epoch time: 7.5024571419s, input_fired_time: 0.1366501898, output_fired_time: 0.0000000000, propagate_forward_time: 6.9547491074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110579491
validation[          , genome  7052] predictions:    9713/  10000 (97.13%), best:    9769/10000 (97.69%), error:       935.66827, best error:       841.07104 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 92.8556823730s, input_fired_time: 1.3364014626, output_fired_time: 0.8142340779, propagate_forward_time: 35.1318244934, propagate_backward_time: 53.2178421021, weight_update_time: 0.0940191820, other_time: 2.3553810120
epoch time: 7.5628423691s, input_fired_time: 0.1383942664, output_fired_time: 0.0000000000, propagate_forward_time: 7.0060319901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184160233
validation[          , genome  7052] predictions:    9721/  10000 (97.21%), best:    9769/10000 (97.69%), error:       962.58960, best error:       841.07104 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 93.1012039185s, input_fired_time: 1.3406273127, output_fired_time: 0.8168974519, propagate_forward_time: 35.2444686890, propagate_backward_time: 53.3279991150, weight_update_time: 0.0942812711, other_time: 2.3712120056
epoch time: 7.5051274300s, input_fired_time: 0.1374563128, output_fired_time: 0.0000000000, propagate_forward_time: 6.9593029022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083681107
validation[          , genome  7052] predictions:    9719/  10000 (97.19%), best:    9769/10000 (97.69%), error:       916.36603, best error:       841.07104 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 93.1467285156s, input_fired_time: 1.3403407335, output_fired_time: 0.8143096566, propagate_forward_time: 35.2622108459, propagate_backward_time: 53.3858146667, weight_update_time: 0.0933128148, other_time: 2.3440551758
epoch time: 7.5895237923s, input_fired_time: 0.1403254569, output_fired_time: 0.0000000000, propagate_forward_time: 7.0326223373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165759087
validation[          , genome  7052] predictions:    9696/  10000 (96.96%), best:    9769/10000 (97.69%), error:      1037.64954, best error:       841.07104 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.7958145142s, input_fired_time: 1.3437854052, output_fired_time: 0.8137285709, propagate_forward_time: 35.1090965271, propagate_backward_time: 53.1696853638, weight_update_time: 0.0934143141, other_time: 2.3595161438
epoch time: 7.5273556709s, input_fired_time: 0.1390980631, output_fired_time: 0.0000000000, propagate_forward_time: 6.9764142036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118432999
validation[          , genome  7052] predictions:    9717/  10000 (97.17%), best:    9769/10000 (97.69%), error:       914.07153, best error:       841.07104 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.3714752197s, input_fired_time: 1.3374474049, output_fired_time: 0.8146156669, propagate_forward_time: 34.9178009033, propagate_backward_time: 52.9829101562, weight_update_time: 0.0926294327, other_time: 2.3187026978
epoch time: 7.5049118996s, input_fired_time: 0.1375256330, output_fired_time: 0.0000000000, propagate_forward_time: 6.9594268799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079594612
validation[          , genome  7052] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       846.88617, best error:       841.07104 on epoch:    17, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 92.3367156982s, input_fired_time: 1.3360712528, output_fired_time: 0.8154587746, propagate_forward_time: 34.9295883179, propagate_backward_time: 52.9304885864, weight_update_time: 0.0929354876, other_time: 2.3251037598
epoch time: 7.5363922119s, input_fired_time: 0.1394623816, output_fired_time: 0.0000000000, propagate_forward_time: 6.9845962524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123334885
validation[          , genome  7052] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       857.40240, best error:       841.07104 on epoch:    17, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 93.1244125366s, input_fired_time: 1.3599169254, output_fired_time: 0.8233760595, propagate_forward_time: 35.2190513611, propagate_backward_time: 53.3709869385, weight_update_time: 0.0936114639, other_time: 2.3510780334
epoch time: 7.5916666985s, input_fired_time: 0.1432834417, output_fired_time: 0.0000000000, propagate_forward_time: 7.0264883041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218950272
validation[          , genome  7052] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       933.57391, best error:       841.07104 on epoch:    17, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 93.3513641357s, input_fired_time: 1.3542183638, output_fired_time: 0.8203666806, propagate_forward_time: 35.2105903625, propagate_backward_time: 53.5830917358, weight_update_time: 0.0934747085, other_time: 2.3830986023
epoch time: 7.6588206291s, input_fired_time: 0.1423778534, output_fired_time: 0.0000000000, propagate_forward_time: 7.0936989784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227437973
validation[          , genome  7052] predictions:    9706/  10000 (97.06%), best:    9769/10000 (97.69%), error:       916.65729, best error:       841.07104 on epoch:    17, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 93.6335372925s, input_fired_time: 1.3643157482, output_fired_time: 0.8185788989, propagate_forward_time: 35.4479141235, propagate_backward_time: 53.6323432922, weight_update_time: 0.0935359746, other_time: 2.3703804016
epoch time: 7.7097640038s, input_fired_time: 0.1452717781, output_fired_time: 0.0000000000, propagate_forward_time: 7.1438279152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206643105
validation[          , genome  7052] predictions:    9728/  10000 (97.28%), best:    9769/10000 (97.69%), error:       868.35669, best error:       841.07104 on epoch:    17, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 93.3064575195s, input_fired_time: 1.3520971537, output_fired_time: 0.8155566454, propagate_forward_time: 35.3088188171, propagate_backward_time: 53.4864807129, weight_update_time: 0.0940739363, other_time: 2.3435020447
epoch time: 7.6181354523s, input_fired_time: 0.1427821815, output_fired_time: 0.0000000000, propagate_forward_time: 7.0588965416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164566994
validation[          , genome  7052] predictions:    9750/  10000 (97.50%), best:    9769/10000 (97.69%), error:       867.83313, best error:       841.07104 on epoch:    17, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 92.9409408569s, input_fired_time: 1.3573398590, output_fired_time: 0.8185047507, propagate_forward_time: 35.1360969543, propagate_backward_time: 53.2716217041, weight_update_time: 0.0941383615, other_time: 2.3573799133
epoch time: 7.7183494568s, input_fired_time: 0.1447687894, output_fired_time: 0.0000000000, propagate_forward_time: 7.1468982697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266824722
validation[          , genome  7052] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       911.02454, best error:       841.07104 on epoch:    17, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 92.8250045776s, input_fired_time: 1.3585815430, output_fired_time: 0.8130898476, propagate_forward_time: 35.1244773865, propagate_backward_time: 53.1891670227, weight_update_time: 0.0936074778, other_time: 2.3396911621
epoch time: 7.5565762520s, input_fired_time: 0.1408160329, output_fired_time: 0.0000000000, propagate_forward_time: 7.0015363693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142236710
validation[          , genome  7052] predictions:    9645/  10000 (96.45%), best:    9769/10000 (97.69%), error:      1157.00427, best error:       841.07104 on epoch:    17, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 92.7051086426s, input_fired_time: 1.3519355059, output_fired_time: 0.8159590960, propagate_forward_time: 35.0623245239, propagate_backward_time: 53.1442451477, weight_update_time: 0.0943434685, other_time: 2.3306465149
epoch time: 7.5866503716s, input_fired_time: 0.1433749199, output_fired_time: 0.0000000000, propagate_forward_time: 7.0222330093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4210424423
validation[          , genome  7052] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       892.35663, best error:       841.07104 on epoch:    17, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 93.5216827393s, input_fired_time: 1.3753503561, output_fired_time: 0.8175655603, propagate_forward_time: 35.3517150879, propagate_backward_time: 53.6183013916, weight_update_time: 0.0949333906, other_time: 2.3587493896
epoch time: 7.5692934990s, input_fired_time: 0.1432966292, output_fired_time: 0.0000000000, propagate_forward_time: 7.0125555992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134411812
validation[          , genome  7052] predictions:    9731/  10000 (97.31%), best:    9769/10000 (97.69%), error:       901.30750, best error:       841.07104 on epoch:    17, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 93.4581604004s, input_fired_time: 1.3673701286, output_fired_time: 0.8234781027, propagate_forward_time: 35.2886505127, propagate_backward_time: 53.6028900146, weight_update_time: 0.0946146473, other_time: 2.3757705688
epoch time: 7.6016840935s, input_fired_time: 0.1453862786, output_fired_time: 0.0000000000, propagate_forward_time: 7.0416722298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146256447
validation[          , genome  7052] predictions:    9724/  10000 (97.24%), best:    9769/10000 (97.69%), error:       932.69989, best error:       841.07104 on epoch:    17, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 93.3903961182s, input_fired_time: 1.3727002144, output_fired_time: 0.8249580860, propagate_forward_time: 35.3123016357, propagate_backward_time: 53.5255203247, weight_update_time: 0.0937420502, other_time: 2.3549118042
epoch time: 7.5531902313s, input_fired_time: 0.1437023431, output_fired_time: 0.0000000000, propagate_forward_time: 6.9939661026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155216217
validation[          , genome  7052] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       816.47913, best error:       816.47913 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 92.3498764038s, input_fired_time: 1.3519550562, output_fired_time: 0.8102474213, propagate_forward_time: 34.9082412720, propagate_backward_time: 52.9555168152, weight_update_time: 0.0939955637, other_time: 2.3239173889
epoch time: 8.1232404709s, input_fired_time: 0.1521155536, output_fired_time: 0.0000000000, propagate_forward_time: 7.5281209946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430041313
validation[          , genome  7052] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       802.56073, best error:       802.56073 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 93.0743865967s, input_fired_time: 1.3606269360, output_fired_time: 0.8178178072, propagate_forward_time: 35.1958732605, propagate_backward_time: 53.3571090698, weight_update_time: 0.0936793536, other_time: 2.3429603577
epoch time: 7.5945396423s, input_fired_time: 0.1433285326, output_fired_time: 0.0000000000, propagate_forward_time: 7.0311489105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200620651
validation[          , genome  7052] predictions:    9752/  10000 (97.52%), best:    9755/10000 (97.55%), error:       826.00989, best error:       802.56073 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 93.0693817139s, input_fired_time: 1.4139935970, output_fired_time: 0.8172183633, propagate_forward_time: 35.1408157349, propagate_backward_time: 53.3475379944, weight_update_time: 0.0944215059, other_time: 2.3498191833
epoch time: 7.5421152115s, input_fired_time: 0.1515201479, output_fired_time: 0.0000000000, propagate_forward_time: 6.9802083969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103865623
validation[          , genome  7052] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       770.92444, best error:       770.92444 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 92.9441452026s, input_fired_time: 1.3681663275, output_fired_time: 0.8184408545, propagate_forward_time: 35.0837631226, propagate_backward_time: 53.3366813660, weight_update_time: 0.0928569287, other_time: 2.3370933533
epoch time: 7.8471970558s, input_fired_time: 0.1478289515, output_fired_time: 0.0000000000, propagate_forward_time: 7.2461247444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532432556
validation[          , genome  7052] predictions:    9729/  10000 (97.29%), best:    9774/10000 (97.74%), error:       885.12994, best error:       770.92444 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 93.5521011353s, input_fired_time: 1.3684992790, output_fired_time: 0.8148219585, propagate_forward_time: 35.3220214844, propagate_backward_time: 53.6727905273, weight_update_time: 0.1036668941, other_time: 2.3739700317
epoch time: 7.5073108673s, input_fired_time: 0.1425482929, output_fired_time: 0.0000000000, propagate_forward_time: 6.9525604248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122023582
validation[          , genome  7052] predictions:    9733/  10000 (97.33%), best:    9774/10000 (97.74%), error:       871.07526, best error:       770.92444 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 92.7520141602s, input_fired_time: 1.3629019260, output_fired_time: 0.8151520491, propagate_forward_time: 35.0524215698, propagate_backward_time: 53.1699752808, weight_update_time: 0.0944195539, other_time: 2.3515625000
epoch time: 7.6085529327s, input_fired_time: 0.1456128210, output_fired_time: 0.0000000000, propagate_forward_time: 7.0398645401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230756760
validation[          , genome  7052] predictions:    9691/  10000 (96.91%), best:    9774/10000 (97.74%), error:       920.66003, best error:       770.92444 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 93.7542724609s, input_fired_time: 1.3715727329, output_fired_time: 0.8216135502, propagate_forward_time: 35.4348907471, propagate_backward_time: 53.7362632751, weight_update_time: 0.0959983096, other_time: 2.3899269104
epoch time: 7.5783472061s, input_fired_time: 0.1432333440, output_fired_time: 0.0000000000, propagate_forward_time: 7.0213260651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137878418
validation[          , genome  7052] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       753.17505, best error:       753.17505 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 93.6287307739s, input_fired_time: 1.3754912615, output_fired_time: 0.8239080310, propagate_forward_time: 35.4175720215, propagate_backward_time: 53.6210861206, weight_update_time: 0.0955133066, other_time: 2.3906784058
epoch time: 7.6442956924s, input_fired_time: 0.1468548626, output_fired_time: 0.0000000000, propagate_forward_time: 7.0723867416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250540733
validation[          , genome  7052] predictions:    9719/  10000 (97.19%), best:    9778/10000 (97.78%), error:       860.43280, best error:       753.17505 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 93.9684600830s, input_fired_time: 1.3919277191, output_fired_time: 0.8216863871, propagate_forward_time: 35.5487670898, propagate_backward_time: 53.8345375061, weight_update_time: 0.0945934579, other_time: 2.3715400696
epoch time: 7.5836558342s, input_fired_time: 0.1454603821, output_fired_time: 0.0000000000, propagate_forward_time: 7.0229167938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152784348
validation[          , genome  7052] predictions:    9757/  10000 (97.57%), best:    9778/10000 (97.78%), error:       768.62219, best error:       753.17505 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 93.0222930908s, input_fired_time: 1.3684428930, output_fired_time: 0.8128387928, propagate_forward_time: 35.1782264709, propagate_backward_time: 53.2980575562, weight_update_time: 0.0941007063, other_time: 2.3647270203
epoch time: 7.5855007172s, input_fired_time: 0.1438789815, output_fired_time: 0.0000000000, propagate_forward_time: 7.0237708092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178509712
validation[          , genome  7052] predictions:    9772/  10000 (97.72%), best:    9778/10000 (97.78%), error:       776.63165, best error:       753.17505 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 93.4702072144s, input_fired_time: 1.3730927706, output_fired_time: 0.8296256661, propagate_forward_time: 35.3949127197, propagate_backward_time: 53.5232276917, weight_update_time: 0.0940833017, other_time: 2.3493461609
epoch time: 7.5007143021s, input_fired_time: 0.1429216117, output_fired_time: 0.0000000000, propagate_forward_time: 6.9492149353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085779190
validation[          , genome  7052] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       864.40344, best error:       753.17505 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 93.0484695435s, input_fired_time: 1.3658256531, output_fired_time: 0.8210840225, propagate_forward_time: 35.2026214600, propagate_backward_time: 53.3271293640, weight_update_time: 0.0934006944, other_time: 2.3318138123
epoch time: 7.5604181290s, input_fired_time: 0.1434099972, output_fired_time: 0.0000000000, propagate_forward_time: 6.9991011620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179067612
validation[          , genome  7052] predictions:    9759/  10000 (97.59%), best:    9778/10000 (97.78%), error:       812.64362, best error:       753.17505 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.6511917114s, input_fired_time: 1.3631579876, output_fired_time: 0.8109807968, propagate_forward_time: 35.0592269897, propagate_backward_time: 53.0924835205, weight_update_time: 0.0935527012, other_time: 2.3253402710
epoch time: 7.5321779251s, input_fired_time: 0.1442510635, output_fired_time: 0.0000000000, propagate_forward_time: 6.9769101143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110169411
validation[          , genome  7052] predictions:    9743/  10000 (97.43%), best:    9778/10000 (97.78%), error:       900.63501, best error:       753.17505 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 93.1745071411s, input_fired_time: 1.3800050020, output_fired_time: 0.8162472248, propagate_forward_time: 35.2435073853, propagate_backward_time: 53.3776512146, weight_update_time: 0.0948803872, other_time: 2.3570976257
epoch time: 7.5955276489s, input_fired_time: 0.1472335756, output_fired_time: 0.0000000000, propagate_forward_time: 7.0309500694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173440933
validation[          , genome  7052] predictions:    9764/  10000 (97.64%), best:    9778/10000 (97.78%), error:       783.75653, best error:       753.17505 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 92.7602691650s, input_fired_time: 1.3840391636, output_fired_time: 0.8140926957, propagate_forward_time: 35.0873947144, propagate_backward_time: 53.1445083618, weight_update_time: 0.0933809951, other_time: 2.3302307129
epoch time: 7.5600638390s, input_fired_time: 0.1454672068, output_fired_time: 0.0000000000, propagate_forward_time: 7.0018081665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127883911
validation[          , genome  7052] predictions:    9718/  10000 (97.18%), best:    9778/10000 (97.78%), error:       889.89813, best error:       753.17505 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 92.5269088745s, input_fired_time: 1.3780976534, output_fired_time: 0.8117341995, propagate_forward_time: 35.0329208374, propagate_backward_time: 52.9779396057, weight_update_time: 0.0927537009, other_time: 2.3262138367
epoch time: 7.5230703354s, input_fired_time: 0.1446909308, output_fired_time: 0.0000000000, propagate_forward_time: 6.9682168961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101624489
validation[          , genome  7052] predictions:    9745/  10000 (97.45%), best:    9778/10000 (97.78%), error:       870.75549, best error:       753.17505 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 93.0713348389s, input_fired_time: 1.4107732773, output_fired_time: 0.8091830015, propagate_forward_time: 35.1639785767, propagate_backward_time: 53.3509902954, weight_update_time: 0.0925585181, other_time: 2.3364105225
epoch time: 7.5173635483s, input_fired_time: 0.1454407871, output_fired_time: 0.0000000000, propagate_forward_time: 6.9619722366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099507332
validation[          , genome  7052] predictions:    9751/  10000 (97.51%), best:    9778/10000 (97.78%), error:       829.22321, best error:       753.17505 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 93.3038940430s, input_fired_time: 1.3693476915, output_fired_time: 0.8192274570, propagate_forward_time: 35.3027534485, propagate_backward_time: 53.4684219360, weight_update_time: 0.0942876339, other_time: 2.3441429138
epoch time: 7.5356864929s, input_fired_time: 0.1437756121, output_fired_time: 0.0000000000, propagate_forward_time: 6.9786133766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132976532
validation[          , genome  7052] predictions:    9730/  10000 (97.30%), best:    9778/10000 (97.78%), error:       907.45380, best error:       753.17505 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 93.2976150513s, input_fired_time: 1.3712408543, output_fired_time: 0.8157903552, propagate_forward_time: 35.2471961975, propagate_backward_time: 53.5006446838, weight_update_time: 0.0945806876, other_time: 2.3627471924
epoch time: 7.5648570061s, input_fired_time: 0.1451245546, output_fired_time: 0.0000000000, propagate_forward_time: 7.0071215630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126110077
validation[          , genome  7052] predictions:    9749/  10000 (97.49%), best:    9778/10000 (97.78%), error:       819.20734, best error:       753.17505 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 92.5426177979s, input_fired_time: 1.3667627573, output_fired_time: 0.8137867451, propagate_forward_time: 34.9728584290, propagate_backward_time: 53.0550537109, weight_update_time: 0.0935102031, other_time: 2.3341560364
epoch time: 7.5474176407s, input_fired_time: 0.1454296261, output_fired_time: 0.0000000000, propagate_forward_time: 6.9900445938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119434357
validation[          , genome  7052] predictions:    9757/  10000 (97.57%), best:    9778/10000 (97.78%), error:       819.65955, best error:       753.17505 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 92.9292297363s, input_fired_time: 1.3693091869, output_fired_time: 0.8142793179, propagate_forward_time: 35.1163215637, propagate_backward_time: 53.2928771973, weight_update_time: 0.0943302587, other_time: 2.3364448547
epoch time: 7.5528750420s, input_fired_time: 0.1460009962, output_fired_time: 0.0000000000, propagate_forward_time: 6.9910326004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158415794
validation[          , genome  7052] predictions:    9732/  10000 (97.32%), best:    9778/10000 (97.78%), error:       871.90436, best error:       753.17505 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 92.9197235107s, input_fired_time: 1.3806543350, output_fired_time: 0.8152606487, propagate_forward_time: 35.1110153198, propagate_backward_time: 53.2620391846, weight_update_time: 0.0940684080, other_time: 2.3507537842
epoch time: 7.5820837021s, input_fired_time: 0.1475547254, output_fired_time: 0.0000000000, propagate_forward_time: 7.0192284584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153003693
validation[          , genome  7052] predictions:    9761/  10000 (97.61%), best:    9778/10000 (97.78%), error:       767.45557, best error:       753.17505 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 92.7183074951s, input_fired_time: 1.3826965094, output_fired_time: 0.8159371614, propagate_forward_time: 35.0363883972, propagate_backward_time: 53.1295204163, weight_update_time: 0.0944976956, other_time: 2.3537597656
epoch time: 7.5362653732s, input_fired_time: 0.1464870572, output_fired_time: 0.0000000000, propagate_forward_time: 6.9789161682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108619690
validation[          , genome  7052] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       770.37036, best error:       753.17505 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 92.6153259277s, input_fired_time: 1.3863791227, output_fired_time: 0.8131438494, propagate_forward_time: 35.0126380920, propagate_backward_time: 53.0733032227, weight_update_time: 0.0940279588, other_time: 2.3298683167
epoch time: 7.5497026443s, input_fired_time: 0.1471652836, output_fired_time: 0.0000000000, propagate_forward_time: 6.9868707657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156665802
validation[          , genome  7052] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       818.14197, best error:       753.17505 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 92.7175064087s, input_fired_time: 1.3810997009, output_fired_time: 0.8145804405, propagate_forward_time: 35.0333175659, propagate_backward_time: 53.1388816833, weight_update_time: 0.0944824889, other_time: 2.3496284485
epoch time: 7.5696454048s, input_fired_time: 0.1468738467, output_fired_time: 0.0000000000, propagate_forward_time: 7.0020766258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206948280
validation[          , genome  7052] predictions:    9746/  10000 (97.46%), best:    9778/10000 (97.78%), error:       845.21350, best error:       753.17505 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 93.2318801880s, input_fired_time: 1.3957760334, output_fired_time: 0.8166804910, propagate_forward_time: 35.3021278381, propagate_backward_time: 53.3738594055, weight_update_time: 0.0932059139, other_time: 2.3434371948
epoch time: 7.5274863243s, input_fired_time: 0.1461278945, output_fired_time: 0.0000000000, propagate_forward_time: 6.9717092514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096493721
validation[          , genome  7052] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       733.71265, best error:       733.71265 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 92.7905807495s, input_fired_time: 1.3879581690, output_fired_time: 0.8117759824, propagate_forward_time: 35.0928993225, propagate_backward_time: 53.1589927673, weight_update_time: 0.0940956324, other_time: 2.3389587402
epoch time: 7.5317344666s, input_fired_time: 0.1454417557, output_fired_time: 0.0000000000, propagate_forward_time: 6.9767699242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4095230103
validation[          , genome  7052] predictions:    9753/  10000 (97.53%), best:    9782/10000 (97.82%), error:       812.07739, best error:       733.71265 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 92.5875701904s, input_fired_time: 1.3775072098, output_fired_time: 0.8129446507, propagate_forward_time: 34.9964675903, propagate_backward_time: 53.0810050964, weight_update_time: 0.0937985480, other_time: 2.3196449280
epoch time: 7.5783352852s, input_fired_time: 0.1478991657, output_fired_time: 0.0000000000, propagate_forward_time: 7.0156331062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148030281
validation[          , genome  7052] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       772.09753, best error:       733.71265 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 92.4055252075s, input_fired_time: 1.3762712479, output_fired_time: 0.8089656830, propagate_forward_time: 34.9636344910, propagate_backward_time: 52.9280090332, weight_update_time: 0.0932599604, other_time: 2.3286399841
epoch time: 7.5296030045s, input_fired_time: 0.1474925280, output_fired_time: 0.0000000000, propagate_forward_time: 6.9736585617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4084520340
validation[          , genome  7052] predictions:    9738/  10000 (97.38%), best:    9782/10000 (97.82%), error:       852.19702, best error:       733.71265 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 93.0742645264s, input_fired_time: 1.3953676224, output_fired_time: 0.8281718493, propagate_forward_time: 35.1553382874, propagate_backward_time: 53.3568725586, weight_update_time: 0.0931798294, other_time: 2.3385124207
epoch time: 7.6278901100s, input_fired_time: 0.1490427107, output_fired_time: 0.0000000000, propagate_forward_time: 7.0568070412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220404625
validation[          , genome  7052] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       846.99084, best error:       733.71265 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 93.0599899292s, input_fired_time: 1.3907159567, output_fired_time: 0.8127275109, propagate_forward_time: 35.1277961731, propagate_backward_time: 53.3821258545, weight_update_time: 0.0936245099, other_time: 2.3466224670
epoch time: 7.5430960655s, input_fired_time: 0.1462130398, output_fired_time: 0.0000000000, propagate_forward_time: 6.9842748642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126081467
validation[          , genome  7052] predictions:    9775/  10000 (97.75%), best:    9782/10000 (97.82%), error:       785.41534, best error:       733.71265 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 93.8250045776s, input_fired_time: 1.3851852417, output_fired_time: 0.8289018273, propagate_forward_time: 35.4855346680, propagate_backward_time: 53.7638206482, weight_update_time: 0.0957138389, other_time: 2.3615608215
epoch time: 7.7057471275s, input_fired_time: 0.1475501657, output_fired_time: 0.0000000000, propagate_forward_time: 7.1413531303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168438911
validation[          , genome  7052] predictions:    9738/  10000 (97.38%), best:    9782/10000 (97.82%), error:       868.12769, best error:       733.71265 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 93.6135635376s, input_fired_time: 1.4029661417, output_fired_time: 0.8164054155, propagate_forward_time: 35.3503265381, propagate_backward_time: 53.6735649109, weight_update_time: 0.0943341702, other_time: 2.3702964783
epoch time: 7.6745862961s, input_fired_time: 0.1493712813, output_fired_time: 0.0000000000, propagate_forward_time: 7.1016726494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235424995
validation[          , genome  7052] predictions:    9759/  10000 (97.59%), best:    9782/10000 (97.82%), error:       825.87378, best error:       733.71265 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 93.3278121948s, input_fired_time: 1.3986930847, output_fired_time: 0.8189409971, propagate_forward_time: 35.2883262634, propagate_backward_time: 53.4622001648, weight_update_time: 0.0947458819, other_time: 2.3596572876
epoch time: 7.5489420891s, input_fired_time: 0.1482120901, output_fired_time: 0.0000000000, propagate_forward_time: 6.9831504822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175796509
validation[          , genome  7052] predictions:    9781/  10000 (97.81%), best:    9782/10000 (97.82%), error:       743.56873, best error:       733.71265 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 93.3267669678s, input_fired_time: 1.3956267834, output_fired_time: 0.8172622919, propagate_forward_time: 35.2758750916, propagate_backward_time: 53.4587745667, weight_update_time: 0.0936833993, other_time: 2.3792266846
epoch time: 7.5913934708s, input_fired_time: 0.1497539729, output_fired_time: 0.0000000000, propagate_forward_time: 7.0231981277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184412956
validation[          , genome  7052] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       811.01257, best error:       733.71265 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 93.6587066650s, input_fired_time: 1.3894392252, output_fired_time: 0.8144402504, propagate_forward_time: 35.3670959473, propagate_backward_time: 53.7237815857, weight_update_time: 0.0943430215, other_time: 2.3639488220
epoch time: 7.7025418282s, input_fired_time: 0.1501179785, output_fired_time: 0.0000000000, propagate_forward_time: 7.1096425056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427814484
validation[          , genome  7052] predictions:    9779/  10000 (97.79%), best:    9782/10000 (97.82%), error:       750.05249, best error:       733.71265 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 93.0824813843s, input_fired_time: 1.4016093016, output_fired_time: 0.8179648519, propagate_forward_time: 35.1576271057, propagate_backward_time: 53.3710937500, weight_update_time: 0.0936391205, other_time: 2.3341865540
epoch time: 7.5907158852s, input_fired_time: 0.1549573988, output_fired_time: 0.0000000000, propagate_forward_time: 7.0224404335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133181572
validation[          , genome  7052] predictions:    9768/  10000 (97.68%), best:    9782/10000 (97.82%), error:       765.06567, best error:       733.71265 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 93.3274688721s, input_fired_time: 1.4019720554, output_fired_time: 0.8125607371, propagate_forward_time: 35.1846847534, propagate_backward_time: 53.5621910095, weight_update_time: 0.0938473642, other_time: 2.3660621643
epoch time: 7.7080745697s, input_fired_time: 0.1482224911, output_fired_time: 0.0000000000, propagate_forward_time: 7.1268439293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330081940
validation[          , genome  7052] predictions:    9753/  10000 (97.53%), best:    9782/10000 (97.82%), error:       820.56439, best error:       733.71265 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 93.4219360352s, input_fired_time: 1.3959081173, output_fired_time: 0.8171784878, propagate_forward_time: 35.3207435608, propagate_backward_time: 53.5171546936, weight_update_time: 0.0946888179, other_time: 2.3709564209
epoch time: 7.6012454033s, input_fired_time: 0.1503847241, output_fired_time: 0.0000000000, propagate_forward_time: 7.0318946838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189658165
validation[          , genome  7052] predictions:    9719/  10000 (97.19%), best:    9782/10000 (97.82%), error:       910.56281, best error:       733.71265 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 93.2614288330s, input_fired_time: 1.4073133469, output_fired_time: 0.8155100942, propagate_forward_time: 35.2930221558, propagate_backward_time: 53.3938064575, weight_update_time: 0.0938264206, other_time: 2.3517761230
epoch time: 7.5731225014s, input_fired_time: 0.1505141258, output_fired_time: 0.0000000000, propagate_forward_time: 7.0081515312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144568443
validation[          , genome  7052] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       789.86243, best error:       733.71265 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 93.1745986938s, input_fired_time: 1.3972533941, output_fired_time: 0.8190553784, propagate_forward_time: 35.2452201843, propagate_backward_time: 53.3691177368, weight_update_time: 0.0932783931, other_time: 2.3439521790
epoch time: 7.5470395088s, input_fired_time: 0.1500650793, output_fired_time: 0.0000000000, propagate_forward_time: 6.9847211838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122533798
validation[          , genome  7052] predictions:    9696/  10000 (96.96%), best:    9782/10000 (97.82%), error:       936.80408, best error:       733.71265 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 93.4577560425s, input_fired_time: 1.4112797976, output_fired_time: 0.8152229786, propagate_forward_time: 35.2694702148, propagate_backward_time: 53.5879135132, weight_update_time: 0.0934587494, other_time: 2.3738708496
epoch time: 7.5620861053s, input_fired_time: 0.1472920924, output_fired_time: 0.0000000000, propagate_forward_time: 7.0012741089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135198593
validation[          , genome  7052] predictions:    9774/  10000 (97.74%), best:    9782/10000 (97.82%), error:       768.02069, best error:       733.71265 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 93.3524627686s, input_fired_time: 1.4118069410, output_fired_time: 0.8162451386, propagate_forward_time: 35.2833213806, propagate_backward_time: 53.4807853699, weight_update_time: 0.0947765186, other_time: 2.3603057861
epoch time: 7.5589709282s, input_fired_time: 0.1502782851, output_fired_time: 0.0000000000, propagate_forward_time: 6.9911737442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175190926
validation[          , genome  7052] predictions:    9764/  10000 (97.64%), best:    9782/10000 (97.82%), error:       778.95636, best error:       733.71265 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 92.7043991089s, input_fired_time: 1.3946615458, output_fired_time: 0.8131231070, propagate_forward_time: 35.0890579224, propagate_backward_time: 53.0550041199, weight_update_time: 0.0946245641, other_time: 2.3525505066
epoch time: 7.6414260864s, input_fired_time: 0.1510732919, output_fired_time: 0.0000000000, propagate_forward_time: 7.0699782372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203743935
validation[          , genome  7052] predictions:    9777/  10000 (97.77%), best:    9782/10000 (97.82%), error:       757.63458, best error:       733.71265 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 93.2679138184s, input_fired_time: 1.4006695747, output_fired_time: 0.8225186467, propagate_forward_time: 35.2354087830, propagate_backward_time: 53.4408149719, weight_update_time: 0.0946220532, other_time: 2.3684997559
epoch time: 7.5909919739s, input_fired_time: 0.1502215713, output_fired_time: 0.0000000000, propagate_forward_time: 7.0238947868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168758392
validation[          , genome  7052] predictions:    9761/  10000 (97.61%), best:    9782/10000 (97.82%), error:       817.13361, best error:       733.71265 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 93.0010223389s, input_fired_time: 1.4000242949, output_fired_time: 0.8125329614, propagate_forward_time: 35.0941696167, propagate_backward_time: 53.3557548523, weight_update_time: 0.0959767178, other_time: 2.3385429382
epoch time: 7.6741614342s, input_fired_time: 0.1529651433, output_fired_time: 0.0000000000, propagate_forward_time: 7.1008167267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203796387
validation[          , genome  7052] predictions:    9730/  10000 (97.30%), best:    9782/10000 (97.82%), error:       857.83582, best error:       733.71265 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 92.9586029053s, input_fired_time: 1.4040533304, output_fired_time: 0.8160054684, propagate_forward_time: 35.1462020874, propagate_backward_time: 53.2484474182, weight_update_time: 0.0941704512, other_time: 2.3438987732
epoch time: 7.5955624580s, input_fired_time: 0.1503089666, output_fired_time: 0.0000000000, propagate_forward_time: 7.0260214806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192318916
validation[          , genome  7052] predictions:    9784/  10000 (97.84%), best:    9782/10000 (97.82%), error:       749.97839, best error:       733.71265 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 93.3147201538s, input_fired_time: 1.4120174646, output_fired_time: 0.8178149462, propagate_forward_time: 35.2667922974, propagate_backward_time: 53.4438056946, weight_update_time: 0.0934396014, other_time: 2.3742866516
epoch time: 7.7042798996s, input_fired_time: 0.1528976262, output_fired_time: 0.0000000000, propagate_forward_time: 7.1283950806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229869843
validation[          , genome  7052] predictions:    9779/  10000 (97.79%), best:    9782/10000 (97.82%), error:       755.12885, best error:       733.71265 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 93.9164276123s, input_fired_time: 1.4225183725, output_fired_time: 0.8279318810, propagate_forward_time: 35.4775733948, propagate_backward_time: 53.7996673584, weight_update_time: 0.0937873870, other_time: 2.3887367249
epoch time: 7.6903266907s, input_fired_time: 0.1529679745, output_fired_time: 0.0000000000, propagate_forward_time: 7.1102042198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271545410
validation[          , genome  7052] predictions:    9788/  10000 (97.88%), best:    9782/10000 (97.82%), error:       762.62299, best error:       733.71265 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 93.6773071289s, input_fired_time: 1.4166487455, output_fired_time: 0.8228552341, propagate_forward_time: 35.3913536072, propagate_backward_time: 53.6676216125, weight_update_time: 0.0943846777, other_time: 2.3788299561
epoch time: 7.7116694450s, input_fired_time: 0.1531587392, output_fired_time: 0.0000000000, propagate_forward_time: 7.1370568275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214539528
validation[          , genome  7052] predictions:    9680/  10000 (96.80%), best:    9782/10000 (97.82%), error:      1020.24060, best error:       733.71265 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 93.0699005127s, input_fired_time: 1.3994710445, output_fired_time: 0.8167396188, propagate_forward_time: 35.2226219177, propagate_backward_time: 53.2980499268, weight_update_time: 0.0937092081, other_time: 2.3330192566
epoch time: 7.5749835968s, input_fired_time: 0.1504665166, output_fired_time: 0.0000000000, propagate_forward_time: 7.0113158226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132013321
validation[          , genome  7052] predictions:    9749/  10000 (97.49%), best:    9782/10000 (97.82%), error:       866.81268, best error:       733.71265 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.5975036621s, input_fired_time: 1.4024622440, output_fired_time: 0.8140444756, propagate_forward_time: 35.0122070312, propagate_backward_time: 53.0443763733, weight_update_time: 0.0941273272, other_time: 2.3244132996
epoch time: 7.5338816643s, input_fired_time: 0.1502865553, output_fired_time: 0.0000000000, propagate_forward_time: 6.9642629623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193320274
validation[          , genome  7052] predictions:    9776/  10000 (97.76%), best:    9782/10000 (97.82%), error:       760.74384, best error:       733.71265 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 93.0084381104s, input_fired_time: 1.4043664932, output_fired_time: 0.8155061603, propagate_forward_time: 35.1350440979, propagate_backward_time: 53.3231163025, weight_update_time: 0.0940148309, other_time: 2.3304061890
epoch time: 7.5696201324s, input_fired_time: 0.1505170017, output_fired_time: 0.0000000000, propagate_forward_time: 7.0051178932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139852524
validation[          , genome  7052] predictions:    9756/  10000 (97.56%), best:    9782/10000 (97.82%), error:       854.13135, best error:       733.71265 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 93.3854370117s, input_fired_time: 1.4091773033, output_fired_time: 0.8256411552, propagate_forward_time: 35.2996978760, propagate_backward_time: 53.4905548096, weight_update_time: 0.0936826319, other_time: 2.3603668213
epoch time: 7.6613478661s, input_fired_time: 0.1520787925, output_fired_time: 0.0000000000, propagate_forward_time: 7.0923852921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168839455
validation[          , genome  7052] predictions:    9763/  10000 (97.63%), best:    9782/10000 (97.82%), error:       792.99725, best error:       733.71265 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 93.1434249878s, input_fired_time: 1.4059386253, output_fired_time: 0.8134920001, propagate_forward_time: 35.2378921509, propagate_backward_time: 53.3377456665, weight_update_time: 0.0935800821, other_time: 2.3483581543
epoch time: 7.6739177704s, input_fired_time: 0.1582085341, output_fired_time: 0.0000000000, propagate_forward_time: 7.0965800285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191293716
validation[          , genome  7052] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       786.25726, best error:       733.71265 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 92.5016937256s, input_fired_time: 1.4037896395, output_fired_time: 0.8116837144, propagate_forward_time: 34.9426651001, propagate_backward_time: 53.0227813721, weight_update_time: 0.0929810852, other_time: 2.3207702637
epoch time: 7.5861787796s, input_fired_time: 0.1534440219, output_fired_time: 0.0000000000, propagate_forward_time: 7.0207781792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119567871
validation[          , genome  7052] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       809.16565, best error:       733.71265 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 92.6639709473s, input_fired_time: 1.4048768282, output_fired_time: 0.8100246191, propagate_forward_time: 35.0249748230, propagate_backward_time: 53.1061706543, weight_update_time: 0.0928251818, other_time: 2.3179206848
epoch time: 7.5479197502s, input_fired_time: 0.1552416086, output_fired_time: 0.0000000000, propagate_forward_time: 6.9794154167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132628441
validation[          , genome  7052] predictions:    9721/  10000 (97.21%), best:    9782/10000 (97.82%), error:       896.86823, best error:       733.71265 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 93.5020217896s, input_fired_time: 1.4158905745, output_fired_time: 0.8200311065, propagate_forward_time: 35.3007621765, propagate_backward_time: 53.5909271240, weight_update_time: 0.0941683576, other_time: 2.3744087219
epoch time: 7.5423941612s, input_fired_time: 0.1517461389, output_fired_time: 0.0000000000, propagate_forward_time: 6.9787774086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118704796
validation[          , genome  7052] predictions:    9772/  10000 (97.72%), best:    9782/10000 (97.82%), error:       767.87158, best error:       733.71265 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 94.6788558960s, input_fired_time: 1.4174224138, output_fired_time: 0.8365471959, propagate_forward_time: 35.8088073730, propagate_backward_time: 54.2534065247, weight_update_time: 0.0962405503, other_time: 2.3626747131
epoch time: 7.6477303505s, input_fired_time: 0.1617351919, output_fired_time: 0.0000000000, propagate_forward_time: 7.0655345917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204607010
validation[          , genome  7052] predictions:    9752/  10000 (97.52%), best:    9782/10000 (97.82%), error:       790.50409, best error:       733.71265 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 93.2206115723s, input_fired_time: 1.4118518829, output_fired_time: 0.8190259933, propagate_forward_time: 35.2775611877, propagate_backward_time: 53.3360519409, weight_update_time: 0.0940741599, other_time: 2.3761253357
epoch time: 7.6621122360s, input_fired_time: 0.1533631980, output_fired_time: 0.0000000000, propagate_forward_time: 7.0911326408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176163673
validation[          , genome  7052] predictions:    9660/  10000 (96.60%), best:    9782/10000 (97.82%), error:      1081.99622, best error:       733.71265 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 92.5230560303s, input_fired_time: 1.4051506519, output_fired_time: 0.8117341399, propagate_forward_time: 34.9870223999, propagate_backward_time: 52.9945030212, weight_update_time: 0.0936488062, other_time: 2.3246421814
epoch time: 7.5186214447s, input_fired_time: 0.1517597288, output_fired_time: 0.0000000000, propagate_forward_time: 6.9579505920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089112282
validation[          , genome  7052] predictions:    9650/  10000 (96.50%), best:    9782/10000 (97.82%), error:      1089.86414, best error:       733.71265 on epoch:    65, 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: 37.9106750488s, input_fired_time: 0.7461382747, output_fired_time: 0.0000000000, propagate_forward_time: 35.0405235291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1240119934
best training[          , genome  7052] predictions:   49616/  50000 (99.23%), best:    9782/10000 (97.82%), error:      1607.26147, best error:       733.71265 on epoch:    65, 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: 7.5229167938s, input_fired_time: 0.1447391361, output_fired_time: 0.0000000000, propagate_forward_time: 6.9635753632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146022797
   testing[          , genome  7052] predictions:    9797/  10000 (97.97%), best:    9782/10000 (97.82%), error:       706.44556, best error:       733.71265 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
04:55:19 (18904): called boinc_finish(0)

</stderr_txt>
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