Nameexact_genome_1512568488_41_4795_1
Workunit2595227
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline12 Dec 2017, 9:22:03 UTC
Received7 Dec 2017, 21:41:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 36 min 43 sec
CPU time2 hours 35 min 39 sec
Validate stateValid
Credit1,223.29
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.41 MB
Peak swap size156.66 MB
Peak disk usage1.53 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1102201864, output_fired_time: 0.0000000000, propagate_forward_time: 6.3218283653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683265686
validation[          , genome  4795] predictions:    9454/  10000 (94.54%), best:    9615/10000 (96.15%), error:      1844.98401, best error:      1283.37500 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 85.0353927612s, input_fired_time: 0.8978024125, output_fired_time: 0.7939356565, propagate_forward_time: 31.7454833984, propagate_backward_time: 48.8812255859, weight_update_time: 0.1280592382, other_time: 2.7169418335
epoch time: 6.9404020309s, input_fired_time: 0.1135867834, output_fired_time: 0.0000000000, propagate_forward_time: 6.3428473473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839677811
validation[          , genome  4795] predictions:    9555/  10000 (95.55%), best:    9615/10000 (96.15%), error:      1424.88843, best error:      1283.37500 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 85.1159744263s, input_fired_time: 0.8901042342, output_fired_time: 0.7961645722, propagate_forward_time: 31.7331466675, propagate_backward_time: 48.9739646912, weight_update_time: 0.1290497333, other_time: 2.7225914001
epoch time: 6.9024691582s, input_fired_time: 0.1117996871, output_fired_time: 0.0000000000, propagate_forward_time: 6.3217897415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688796997
validation[          , genome  4795] predictions:    9586/  10000 (95.86%), best:    9615/10000 (96.15%), error:      1372.82092, best error:      1283.37500 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 84.4689254761s, input_fired_time: 0.8890499473, output_fired_time: 0.7766583562, propagate_forward_time: 31.5286769867, propagate_backward_time: 48.5665283203, weight_update_time: 0.1232947335, other_time: 2.7080078125
epoch time: 6.9594726563s, input_fired_time: 0.1137864813, output_fired_time: 0.0000000000, propagate_forward_time: 6.3613586426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843273163
validation[          , genome  4795] predictions:    9605/  10000 (96.05%), best:    9615/10000 (96.15%), error:      1379.06689, best error:      1283.37500 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 84.8797760010s, input_fired_time: 0.8928331137, output_fired_time: 0.7897253036, propagate_forward_time: 31.6247177124, propagate_backward_time: 48.8843383789, weight_update_time: 0.1287751794, other_time: 2.6881637573
epoch time: 7.0712628365s, input_fired_time: 0.1149013937, output_fired_time: 0.0000000000, propagate_forward_time: 6.4765906334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797706604
validation[          , genome  4795] predictions:    9586/  10000 (95.86%), best:    9615/10000 (96.15%), error:      1356.61218, best error:      1283.37500 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 85.9697570801s, input_fired_time: 0.9018872976, output_fired_time: 0.8001618385, propagate_forward_time: 32.0633888245, propagate_backward_time: 49.4159889221, weight_update_time: 0.1229379326, other_time: 2.7883300781
epoch time: 6.9710068703s, input_fired_time: 0.1153980047, output_fired_time: 0.0000000000, propagate_forward_time: 6.3702869415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853219986
validation[          , genome  4795] predictions:    9618/  10000 (96.18%), best:    9615/10000 (96.15%), error:      1287.35071, best error:      1283.37500 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 85.7496414185s, input_fired_time: 0.9035378098, output_fired_time: 0.7965201735, propagate_forward_time: 31.9606895447, propagate_backward_time: 49.3170585632, weight_update_time: 0.1268902421, other_time: 2.7718353271
epoch time: 6.9453272820s, input_fired_time: 0.1212142110, output_fired_time: 0.0000000000, propagate_forward_time: 6.3478183746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762945175
validation[          , genome  4795] predictions:    9526/  10000 (95.26%), best:    9615/10000 (96.15%), error:      1461.94995, best error:      1283.37500 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 84.0533523560s, input_fired_time: 0.8694970012, output_fired_time: 0.7779409885, propagate_forward_time: 31.3901596069, propagate_backward_time: 48.4067802429, weight_update_time: 0.1211348400, other_time: 2.6089744568
epoch time: 7.1360731125s, input_fired_time: 0.1154818907, output_fired_time: 0.0000000000, propagate_forward_time: 6.5319652557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886260033
validation[          , genome  4795] predictions:    9563/  10000 (95.63%), best:    9615/10000 (96.15%), error:      1519.44238, best error:      1283.37500 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 83.7508544922s, input_fired_time: 0.8804494143, output_fired_time: 0.7814174294, propagate_forward_time: 31.2530517578, propagate_backward_time: 48.2203445435, weight_update_time: 0.1270719469, other_time: 2.6155929565
epoch time: 6.9787302017s, input_fired_time: 0.1126139909, output_fired_time: 0.0000000000, propagate_forward_time: 6.3772230148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888930321
validation[          , genome  4795] predictions:    9599/  10000 (95.99%), best:    9615/10000 (96.15%), error:      1332.26709, best error:      1283.37500 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 84.3029937744s, input_fired_time: 0.8866561651, output_fired_time: 0.7810493708, propagate_forward_time: 31.5495529175, propagate_backward_time: 48.4829559326, weight_update_time: 0.1216065660, other_time: 2.6027755737
epoch time: 6.6809849739s, input_fired_time: 0.1101714745, output_fired_time: 0.0000000000, propagate_forward_time: 6.1158967018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4549169540
validation[          , genome  4795] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1259.09351, best error:      1259.09351 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 85.3805160522s, input_fired_time: 0.9105566144, output_fired_time: 0.7835207582, propagate_forward_time: 31.8613471985, propagate_backward_time: 49.0559959412, weight_update_time: 0.1243705601, other_time: 2.7690963745
epoch time: 7.0893340111s, input_fired_time: 0.1178731695, output_fired_time: 0.0000000000, propagate_forward_time: 6.4715657234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998950958
validation[          , genome  4795] predictions:    9638/  10000 (96.38%), best:    9615/10000 (96.15%), error:      1264.33716, best error:      1259.09351 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 85.3003997803s, input_fired_time: 0.8984010816, output_fired_time: 0.8030148149, propagate_forward_time: 31.8034858704, propagate_backward_time: 49.0256385803, weight_update_time: 0.1243881509, other_time: 2.7698593140
epoch time: 6.8307032585s, input_fired_time: 0.1108814031, output_fired_time: 0.0000000000, propagate_forward_time: 6.2503995895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694223404
validation[          , genome  4795] predictions:    9557/  10000 (95.57%), best:    9615/10000 (96.15%), error:      1387.42200, best error:      1259.09351 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 86.1774978638s, input_fired_time: 0.9055804014, output_fired_time: 0.8058081865, propagate_forward_time: 32.1069946289, propagate_backward_time: 49.5251846313, weight_update_time: 0.1291768402, other_time: 2.8339309692
epoch time: 6.8969240189s, input_fired_time: 0.1122578904, output_fired_time: 0.0000000000, propagate_forward_time: 6.3143725395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702935219
validation[          , genome  4795] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1224.69446, best error:      1224.69446 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 85.3336791992s, input_fired_time: 0.8984944224, output_fired_time: 0.8017777801, propagate_forward_time: 31.8776416779, propagate_backward_time: 49.0348739624, weight_update_time: 0.1235126182, other_time: 2.7208938599
epoch time: 6.8776855469s, input_fired_time: 0.1131233871, output_fired_time: 0.0000000000, propagate_forward_time: 6.2961592674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684028625
validation[          , genome  4795] predictions:    9600/  10000 (96.00%), best:    9634/10000 (96.34%), error:      1299.00793, best error:      1224.69446 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 84.8717575073s, input_fired_time: 0.9059109688, output_fired_time: 0.7793762088, propagate_forward_time: 31.7430438995, propagate_backward_time: 48.7274017334, weight_update_time: 0.1234742403, other_time: 2.7160263062
epoch time: 6.8834586143s, input_fired_time: 0.1141265929, output_fired_time: 0.0000000000, propagate_forward_time: 6.2921910286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771409035
validation[          , genome  4795] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1294.35254, best error:      1224.69446 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 84.3838195801s, input_fired_time: 0.8797818422, output_fired_time: 0.7811324000, propagate_forward_time: 31.5663204193, propagate_backward_time: 48.5578689575, weight_update_time: 0.1211362556, other_time: 2.5987091064
epoch time: 6.9428544044s, input_fired_time: 0.1252257079, output_fired_time: 0.0000000000, propagate_forward_time: 6.3323330879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852957726
validation[          , genome  4795] predictions:    9631/  10000 (96.31%), best:    9634/10000 (96.34%), error:      1244.15967, best error:      1224.69446 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 85.0911712646s, input_fired_time: 0.8985933065, output_fired_time: 0.7875238657, propagate_forward_time: 31.7856540680, propagate_backward_time: 48.8760032654, weight_update_time: 0.1295571327, other_time: 2.7434043884
epoch time: 6.9667716026s, input_fired_time: 0.1164904013, output_fired_time: 0.0000000000, propagate_forward_time: 6.3624053001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878759384
validation[          , genome  4795] predictions:    9495/  10000 (94.95%), best:    9634/10000 (96.34%), error:      1675.16016, best error:      1224.69446 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 84.8102111816s, input_fired_time: 0.8917627931, output_fired_time: 0.7886288166, propagate_forward_time: 31.6586074829, propagate_backward_time: 48.7878761292, weight_update_time: 0.1231093109, other_time: 2.6833381653
epoch time: 6.6028432846s, input_fired_time: 0.1067628860, output_fired_time: 0.0000000000, propagate_forward_time: 6.0442037582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518766403
validation[          , genome  4795] predictions:    9528/  10000 (95.28%), best:    9634/10000 (96.34%), error:      1547.02942, best error:      1224.69446 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 84.2891921997s, input_fired_time: 0.8652632236, output_fired_time: 0.7797039747, propagate_forward_time: 31.4970855713, propagate_backward_time: 48.5242691040, weight_update_time: 0.1208137721, other_time: 2.6228713989
epoch time: 6.8773846626s, input_fired_time: 0.1094591767, output_fired_time: 0.0000000000, propagate_forward_time: 6.2943210602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736042023
validation[          , genome  4795] predictions:    9483/  10000 (94.83%), best:    9634/10000 (96.34%), error:      1737.23108, best error:      1224.69446 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.1891098022s, input_fired_time: 0.8772932887, output_fired_time: 0.7956494093, propagate_forward_time: 31.9364185333, propagate_backward_time: 48.8904113770, weight_update_time: 0.1289484948, other_time: 2.6893386841
epoch time: 6.8322319984s, input_fired_time: 0.1111508980, output_fired_time: 0.0000000000, propagate_forward_time: 6.2401204109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809608459
validation[          , genome  4795] predictions:    9581/  10000 (95.81%), best:    9634/10000 (96.34%), error:      1393.17139, best error:      1224.69446 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 84.5420761108s, input_fired_time: 0.8753463030, output_fired_time: 0.7884468436, propagate_forward_time: 31.5603961945, propagate_backward_time: 48.6520385742, weight_update_time: 0.1231200099, other_time: 2.6658554077
epoch time: 6.8659071922s, input_fired_time: 0.1107201800, output_fired_time: 0.0000000000, propagate_forward_time: 6.2839503288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4712367058
validation[          , genome  4795] predictions:    9441/  10000 (94.41%), best:    9634/10000 (96.34%), error:      1887.09912, best error:      1224.69446 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 85.6399993896s, input_fired_time: 0.8908534050, output_fired_time: 0.8019433618, propagate_forward_time: 31.9074554443, propagate_backward_time: 49.3348007202, weight_update_time: 0.1233449206, other_time: 2.7049484253
epoch time: 6.9448328018s, input_fired_time: 0.1124786884, output_fired_time: 0.0000000000, propagate_forward_time: 6.3510847092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812693596
validation[          , genome  4795] predictions:    9566/  10000 (95.66%), best:    9634/10000 (96.34%), error:      1429.30847, best error:      1224.69446 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 84.5652618408s, input_fired_time: 0.8854511380, output_fired_time: 0.7881488800, propagate_forward_time: 31.5015316010, propagate_backward_time: 48.6648254395, weight_update_time: 0.1287302077, other_time: 2.7253036499
epoch time: 7.0922074318s, input_fired_time: 0.1111027971, output_fired_time: 0.0000000000, propagate_forward_time: 6.5024738312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786310196
validation[          , genome  4795] predictions:    9539/  10000 (95.39%), best:    9634/10000 (96.34%), error:      1487.93933, best error:      1224.69446 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 85.4895324707s, input_fired_time: 0.8885739446, output_fired_time: 0.8065244555, propagate_forward_time: 31.8451423645, propagate_backward_time: 49.2170028687, weight_update_time: 0.1243283078, other_time: 2.7322883606
epoch time: 7.0381641388s, input_fired_time: 0.1169681996, output_fired_time: 0.0000000000, propagate_forward_time: 6.4243435860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968523979
validation[          , genome  4795] predictions:    9539/  10000 (95.39%), best:    9634/10000 (96.34%), error:      1536.82092, best error:      1224.69446 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 84.3509750366s, input_fired_time: 0.8868920803, output_fired_time: 0.7815394402, propagate_forward_time: 31.4960174561, propagate_backward_time: 48.5064773560, weight_update_time: 0.1227955148, other_time: 2.6800460815
epoch time: 6.9935121536s, input_fired_time: 0.1160538048, output_fired_time: 0.0000000000, propagate_forward_time: 6.3954358101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820227623
validation[          , genome  4795] predictions:    9439/  10000 (94.39%), best:    9634/10000 (96.34%), error:      1781.59229, best error:      1224.69446 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 84.7604064941s, input_fired_time: 0.8679637313, output_fired_time: 0.7833995223, propagate_forward_time: 31.6847114563, propagate_backward_time: 48.7308692932, weight_update_time: 0.1214316636, other_time: 2.6934585571
epoch time: 6.8590698242s, input_fired_time: 0.1095121875, output_fired_time: 0.0000000000, propagate_forward_time: 6.2847623825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647951126
validation[          , genome  4795] predictions:    9617/  10000 (96.17%), best:    9634/10000 (96.34%), error:      1336.53967, best error:      1224.69446 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 84.8282241821s, input_fired_time: 0.8845083714, output_fired_time: 0.7805294394, propagate_forward_time: 31.5836467743, propagate_backward_time: 48.8596534729, weight_update_time: 0.1237488389, other_time: 2.7198829651
epoch time: 6.9414944649s, input_fired_time: 0.1131374985, output_fired_time: 0.0000000000, propagate_forward_time: 6.3274703026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008864403
validation[          , genome  4795] predictions:    9525/  10000 (95.25%), best:    9634/10000 (96.34%), error:      1548.00317, best error:      1224.69446 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 84.5015945435s, input_fired_time: 0.8761285543, output_fired_time: 0.7838864923, propagate_forward_time: 31.5201988220, propagate_backward_time: 48.6316375732, weight_update_time: 0.1222805381, other_time: 2.6897392273
epoch time: 6.9522223473s, input_fired_time: 0.1161581799, output_fired_time: 0.0000000000, propagate_forward_time: 6.3651232719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709410667
validation[          , genome  4795] predictions:    9593/  10000 (95.93%), best:    9634/10000 (96.34%), error:      1413.80432, best error:      1224.69446 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 84.2022781372s, input_fired_time: 0.8794767857, output_fired_time: 0.7927529812, propagate_forward_time: 31.4490852356, propagate_backward_time: 48.4087371826, weight_update_time: 0.1231863350, other_time: 2.6722221375
epoch time: 6.9029140472s, input_fired_time: 0.1095912009, output_fired_time: 0.0000000000, propagate_forward_time: 6.3308315277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624915123
validation[          , genome  4795] predictions:    9273/  10000 (92.73%), best:    9634/10000 (96.34%), error:      2414.91016, best error:      1224.69446 on epoch:    26, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 84.0641098022s, input_fired_time: 0.8676627278, output_fired_time: 0.7811294198, propagate_forward_time: 31.3516311646, propagate_backward_time: 48.4297561646, weight_update_time: 0.1217421666, other_time: 2.6339340210
epoch time: 6.8643894196s, input_fired_time: 0.1094615832, output_fired_time: 0.0000000000, propagate_forward_time: 6.2935962677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613313675
validation[          , genome  4795] predictions:    9520/  10000 (95.20%), best:    9634/10000 (96.34%), error:      1630.31982, best error:      1224.69446 on epoch:    26, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 84.4502105713s, input_fired_time: 0.8681163192, output_fired_time: 0.7868352532, propagate_forward_time: 31.5195598602, propagate_backward_time: 48.6381568909, weight_update_time: 0.1225018427, other_time: 2.6375389099
epoch time: 6.8413081169s, input_fired_time: 0.1078495756, output_fired_time: 0.0000000000, propagate_forward_time: 6.2724156380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610428810
validation[          , genome  4795] predictions:    9521/  10000 (95.21%), best:    9634/10000 (96.34%), error:      1617.03931, best error:      1224.69446 on epoch:    26, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 85.6369094849s, input_fired_time: 0.9031333327, output_fired_time: 0.8066412210, propagate_forward_time: 32.0288009644, propagate_backward_time: 49.1202583313, weight_update_time: 0.1282287389, other_time: 2.7780799866
epoch time: 6.9525065422s, input_fired_time: 0.1160288751, output_fired_time: 0.0000000000, propagate_forward_time: 6.3628511429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736266136
validation[          , genome  4795] predictions:    9586/  10000 (95.86%), best:    9634/10000 (96.34%), error:      1362.73645, best error:      1224.69446 on epoch:    26, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 85.6505126953s, input_fired_time: 0.8927170634, output_fired_time: 0.8004969358, propagate_forward_time: 32.1214218140, propagate_backward_time: 49.0433692932, weight_update_time: 0.1247047186, other_time: 2.7925071716
epoch time: 6.9371924400s, input_fired_time: 0.1128355041, output_fired_time: 0.0000000000, propagate_forward_time: 6.3379240036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864330292
validation[          , genome  4795] predictions:    9592/  10000 (95.92%), best:    9634/10000 (96.34%), error:      1356.10645, best error:      1224.69446 on epoch:    26, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 84.7522506714s, input_fired_time: 0.8938691020, output_fired_time: 0.7938349247, propagate_forward_time: 31.6026573181, propagate_backward_time: 48.7215003967, weight_update_time: 0.1231217235, other_time: 2.7403869629
epoch time: 6.7668957710s, input_fired_time: 0.1079755947, output_fired_time: 0.0000000000, propagate_forward_time: 6.1889491081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699711800
validation[          , genome  4795] predictions:    9608/  10000 (96.08%), best:    9634/10000 (96.34%), error:      1332.35913, best error:      1224.69446 on epoch:    26, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 84.8911743164s, input_fired_time: 0.9000619054, output_fired_time: 0.7782938480, propagate_forward_time: 31.6936016083, propagate_backward_time: 48.7467536926, weight_update_time: 0.1359671056, other_time: 2.7724571228
epoch time: 6.8925523758s, input_fired_time: 0.1099416018, output_fired_time: 0.0000000000, propagate_forward_time: 6.3129053116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697055817
validation[          , genome  4795] predictions:    9574/  10000 (95.74%), best:    9634/10000 (96.34%), error:      1445.24658, best error:      1224.69446 on epoch:    26, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 85.4212417603s, input_fired_time: 0.8825064301, output_fired_time: 0.7872081995, propagate_forward_time: 31.8845195770, propagate_backward_time: 49.0928955078, weight_update_time: 0.1336288601, other_time: 2.7741088867
epoch time: 6.9330005646s, input_fired_time: 0.1113321781, output_fired_time: 0.0000000000, propagate_forward_time: 6.3433341980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783344269
validation[          , genome  4795] predictions:    9561/  10000 (95.61%), best:    9634/10000 (96.34%), error:      1433.24683, best error:      1224.69446 on epoch:    26, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 84.1038742065s, input_fired_time: 0.8663007617, output_fired_time: 0.7862154841, propagate_forward_time: 31.4611339569, propagate_backward_time: 48.4025688171, weight_update_time: 0.1213810146, other_time: 2.5876502991
epoch time: 6.9102725983s, input_fired_time: 0.1104680896, output_fired_time: 0.0000000000, propagate_forward_time: 6.3139824867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858222008
validation[          , genome  4795] predictions:    9511/  10000 (95.11%), best:    9634/10000 (96.34%), error:      1646.23816, best error:      1224.69446 on epoch:    26, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 84.8284606934s, input_fired_time: 0.8838906288, output_fired_time: 0.7928443551, propagate_forward_time: 31.6126289368, propagate_backward_time: 48.8737144470, weight_update_time: 0.1241803318, other_time: 2.6653823853
epoch time: 6.9717464447s, input_fired_time: 0.1104204059, output_fired_time: 0.0000000000, propagate_forward_time: 6.3951106071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662156105
validation[          , genome  4795] predictions:    9569/  10000 (95.69%), best:    9634/10000 (96.34%), error:      1478.19885, best error:      1224.69446 on epoch:    26, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 85.6183013916s, input_fired_time: 0.8897784352, output_fired_time: 0.7913199067, propagate_forward_time: 32.0125579834, propagate_backward_time: 49.1649169922, weight_update_time: 0.1248393133, other_time: 2.7597274780
epoch time: 6.8808279037s, input_fired_time: 0.1089102179, output_fired_time: 0.0000000000, propagate_forward_time: 6.3018999100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700179100
validation[          , genome  4795] predictions:    9587/  10000 (95.87%), best:    9634/10000 (96.34%), error:      1368.81567, best error:      1224.69446 on epoch:    26, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 85.6421051025s, input_fired_time: 0.9033539295, output_fired_time: 0.8039796948, propagate_forward_time: 31.9417686462, propagate_backward_time: 49.1559867859, weight_update_time: 0.1247777268, other_time: 2.8370208740
epoch time: 6.9870638847s, input_fired_time: 0.1154325977, output_fired_time: 0.0000000000, propagate_forward_time: 6.3873929977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842381477
validation[          , genome  4795] predictions:    9582/  10000 (95.82%), best:    9634/10000 (96.34%), error:      1395.65869, best error:      1224.69446 on epoch:    26, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 85.2896041870s, input_fired_time: 0.8936328888, output_fired_time: 0.7974129915, propagate_forward_time: 31.8021488190, propagate_backward_time: 49.0232276917, weight_update_time: 0.1242348105, other_time: 2.7731819153
epoch time: 6.9158110619s, input_fired_time: 0.1113783047, output_fired_time: 0.0000000000, propagate_forward_time: 6.3365430832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678897858
validation[          , genome  4795] predictions:    9580/  10000 (95.80%), best:    9634/10000 (96.34%), error:      1428.93201, best error:      1224.69446 on epoch:    26, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 85.9904251099s, input_fired_time: 0.8904248476, output_fired_time: 0.7822937369, propagate_forward_time: 32.1144714355, propagate_backward_time: 49.3775062561, weight_update_time: 0.1299670339, other_time: 2.8257255554
epoch time: 6.9684915543s, input_fired_time: 0.1194282845, output_fired_time: 0.0000000000, propagate_forward_time: 6.3685994148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4804639816
validation[          , genome  4795] predictions:    9589/  10000 (95.89%), best:    9634/10000 (96.34%), error:      1373.11853, best error:      1224.69446 on epoch:    26, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 85.1289825439s, input_fired_time: 0.8946210742, output_fired_time: 0.7949058414, propagate_forward_time: 31.7641410828, propagate_backward_time: 48.9216804504, weight_update_time: 0.1253466308, other_time: 2.7536315918
epoch time: 7.0097036362s, input_fired_time: 0.1127183959, output_fired_time: 0.0000000000, propagate_forward_time: 6.4014573097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955277443
validation[          , genome  4795] predictions:    9548/  10000 (95.48%), best:    9634/10000 (96.34%), error:      1497.22559, best error:      1224.69446 on epoch:    26, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 84.3068313599s, input_fired_time: 0.8686508536, output_fired_time: 0.7767986059, propagate_forward_time: 31.4307212830, propagate_backward_time: 48.5607337952, weight_update_time: 0.1229880154, other_time: 2.6699218750
epoch time: 7.2327380180s, input_fired_time: 0.1126025990, output_fired_time: 0.0000000000, propagate_forward_time: 6.6045346260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156006813
validation[          , genome  4795] predictions:    9518/  10000 (95.18%), best:    9634/10000 (96.34%), error:      1648.41077, best error:      1224.69446 on epoch:    26, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 84.9630050659s, input_fired_time: 0.8736437559, output_fired_time: 0.7898260951, propagate_forward_time: 31.6538391113, propagate_backward_time: 48.9729652405, weight_update_time: 0.1219037622, other_time: 2.6727333069
epoch time: 6.7943949699s, input_fired_time: 0.1114478037, output_fired_time: 0.0000000000, propagate_forward_time: 6.2012972832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816498756
validation[          , genome  4795] predictions:    9569/  10000 (95.69%), best:    9634/10000 (96.34%), error:      1449.23987, best error:      1224.69446 on epoch:    26, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 84.6888732910s, input_fired_time: 0.8831914663, output_fired_time: 0.7886442542, propagate_forward_time: 31.5948982239, propagate_backward_time: 48.7450485229, weight_update_time: 0.1234339401, other_time: 2.6770896912
epoch time: 7.1304812431s, input_fired_time: 0.1184622869, output_fired_time: 0.0000000000, propagate_forward_time: 6.5012912750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107278824
validation[          , genome  4795] predictions:    9603/  10000 (96.03%), best:    9634/10000 (96.34%), error:      1357.53979, best error:      1224.69446 on epoch:    26, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 85.2555694580s, input_fired_time: 0.8813506365, output_fired_time: 0.7889103889, propagate_forward_time: 31.8533287048, propagate_backward_time: 48.9950866699, weight_update_time: 0.1241252199, other_time: 2.7368965149
epoch time: 6.9659652710s, input_fired_time: 0.1127271056, output_fired_time: 0.0000000000, propagate_forward_time: 6.3686470985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845910072
validation[          , genome  4795] predictions:    9558/  10000 (95.58%), best:    9634/10000 (96.34%), error:      1459.50391, best error:      1224.69446 on epoch:    26, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 85.6608276367s, input_fired_time: 0.8948552608, output_fired_time: 0.7893489003, propagate_forward_time: 32.0343208313, propagate_backward_time: 49.1700172424, weight_update_time: 0.1251289397, other_time: 2.7722854614
epoch time: 7.0506391525s, input_fired_time: 0.1125295833, output_fired_time: 0.0000000000, propagate_forward_time: 6.4391374588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989719391
validation[          , genome  4795] predictions:    9604/  10000 (96.04%), best:    9634/10000 (96.34%), error:      1395.11829, best error:      1224.69446 on epoch:    26, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 85.1493759155s, input_fired_time: 0.8960784078, output_fired_time: 0.7935375571, propagate_forward_time: 31.8100757599, propagate_backward_time: 48.9062805176, weight_update_time: 0.1289607435, other_time: 2.7434005737
epoch time: 6.9750003815s, input_fired_time: 0.1108362898, output_fired_time: 0.0000000000, propagate_forward_time: 6.3867335320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4774303436
validation[          , genome  4795] predictions:    9507/  10000 (95.07%), best:    9634/10000 (96.34%), error:      1746.97412, best error:      1224.69446 on epoch:    26, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 85.6646957397s, input_fired_time: 0.8866612315, output_fired_time: 0.7887341976, propagate_forward_time: 31.9683952332, propagate_backward_time: 49.2764167786, weight_update_time: 0.1249248981, other_time: 2.7444915771
epoch time: 7.0267567635s, input_fired_time: 0.1113064885, output_fired_time: 0.0000000000, propagate_forward_time: 6.4173202515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981298447
validation[          , genome  4795] predictions:    9570/  10000 (95.70%), best:    9634/10000 (96.34%), error:      1447.77515, best error:      1224.69446 on epoch:    26, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 86.6065979004s, input_fired_time: 0.9181722403, output_fired_time: 0.8148823380, propagate_forward_time: 32.3105888367, propagate_backward_time: 49.7349891663, weight_update_time: 0.1308776289, other_time: 2.8279647827
epoch time: 6.7980279922s, input_fired_time: 0.1069110036, output_fired_time: 0.0000000000, propagate_forward_time: 6.2303686142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607481956
validation[          , genome  4795] predictions:    9586/  10000 (95.86%), best:    9634/10000 (96.34%), error:      1427.61963, best error:      1224.69446 on epoch:    26, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 84.9339141846s, input_fired_time: 0.8807110786, output_fired_time: 0.7933548093, propagate_forward_time: 31.7341346741, propagate_backward_time: 48.8411941528, weight_update_time: 0.1277066171, other_time: 2.6845130920
epoch time: 7.1695847511s, input_fired_time: 0.1116155908, output_fired_time: 0.0000000000, propagate_forward_time: 6.5491318703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088372231
validation[          , genome  4795] predictions:    9568/  10000 (95.68%), best:    9634/10000 (96.34%), error:      1481.50354, best error:      1224.69446 on epoch:    26, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 85.0097656250s, input_fired_time: 0.9015122652, output_fired_time: 0.7918795347, propagate_forward_time: 31.7460155487, propagate_backward_time: 48.8164939880, weight_update_time: 0.1298492253, other_time: 2.7538642883
epoch time: 7.0247573853s, input_fired_time: 0.1199847832, output_fired_time: 0.0000000000, propagate_forward_time: 6.4191765785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855961800
validation[          , genome  4795] predictions:    9563/  10000 (95.63%), best:    9634/10000 (96.34%), error:      1456.16016, best error:      1224.69446 on epoch:    26, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 85.2092361450s, input_fired_time: 0.8834800124, output_fired_time: 0.7976615429, propagate_forward_time: 31.8156414032, propagate_backward_time: 48.9244384766, weight_update_time: 0.1294652075, other_time: 2.7880172729
epoch time: 6.9813880920s, input_fired_time: 0.1149607822, output_fired_time: 0.0000000000, propagate_forward_time: 6.3846712112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817562103
validation[          , genome  4795] predictions:    9559/  10000 (95.59%), best:    9634/10000 (96.34%), error:      1502.54602, best error:      1224.69446 on epoch:    26, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 84.6284561157s, input_fired_time: 0.8852139115, output_fired_time: 0.7892637849, propagate_forward_time: 31.6360530853, propagate_backward_time: 48.5888061523, weight_update_time: 0.1239966080, other_time: 2.7291183472
epoch time: 7.0821728706s, input_fired_time: 0.1145049930, output_fired_time: 0.0000000000, propagate_forward_time: 6.4803357124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873323441
validation[          , genome  4795] predictions:    9604/  10000 (96.04%), best:    9634/10000 (96.34%), error:      1343.14392, best error:      1224.69446 on epoch:    26, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 84.8005676270s, input_fired_time: 0.8880473971, output_fired_time: 0.7933793664, propagate_forward_time: 31.6833076477, propagate_backward_time: 48.7496910095, weight_update_time: 0.1344933808, other_time: 2.6861419678
epoch time: 6.8881888390s, input_fired_time: 0.1089295074, output_fired_time: 0.0000000000, propagate_forward_time: 6.3146185875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646406174
validation[          , genome  4795] predictions:    9581/  10000 (95.81%), best:    9634/10000 (96.34%), error:      1372.05347, best error:      1224.69446 on epoch:    26, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 84.2237854004s, input_fired_time: 0.8615309596, output_fired_time: 0.7819283009, propagate_forward_time: 31.4925174713, propagate_backward_time: 48.5055770874, weight_update_time: 0.1215653121, other_time: 2.5822296143
epoch time: 7.0708756447s, input_fired_time: 0.1120111868, output_fired_time: 0.0000000000, propagate_forward_time: 6.4482293129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106353760
validation[          , genome  4795] predictions:    9579/  10000 (95.79%), best:    9634/10000 (96.34%), error:      1430.43286, best error:      1224.69446 on epoch:    26, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 84.6858062744s, input_fired_time: 0.8817652464, output_fired_time: 0.7734502554, propagate_forward_time: 31.6183509827, propagate_backward_time: 48.7339019775, weight_update_time: 0.1284015626, other_time: 2.6783332825
epoch time: 6.8486909866s, input_fired_time: 0.1092747897, output_fired_time: 0.0000000000, propagate_forward_time: 6.2656884193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4737277031
validation[          , genome  4795] predictions:    9568/  10000 (95.68%), best:    9634/10000 (96.34%), error:      1444.28369, best error:      1224.69446 on epoch:    26, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 85.0538864136s, input_fired_time: 0.8783184886, output_fired_time: 0.7816725373, propagate_forward_time: 31.7933177948, propagate_backward_time: 48.8467979431, weight_update_time: 0.1238995194, other_time: 2.7537803650
epoch time: 7.1183495522s, input_fired_time: 0.1122063920, output_fired_time: 0.0000000000, propagate_forward_time: 6.4940772057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120658875
validation[          , genome  4795] predictions:    9567/  10000 (95.67%), best:    9634/10000 (96.34%), error:      1429.73877, best error:      1224.69446 on epoch:    26, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 85.3831100464s, input_fired_time: 0.8828087449, output_fired_time: 0.8077005744, propagate_forward_time: 31.9069614410, propagate_backward_time: 49.0554504395, weight_update_time: 0.1248908192, other_time: 2.7301864624
epoch time: 6.8395934105s, input_fired_time: 0.1099022850, output_fired_time: 0.0000000000, propagate_forward_time: 6.2604789734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692120552
validation[          , genome  4795] predictions:    9604/  10000 (96.04%), best:    9634/10000 (96.34%), error:      1359.92749, best error:      1224.69446 on epoch:    26, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 84.8930816650s, input_fired_time: 0.8772492409, output_fired_time: 0.7891972065, propagate_forward_time: 31.7124137878, propagate_backward_time: 48.8174285889, weight_update_time: 0.1241346449, other_time: 2.6967887878
epoch time: 6.8221974373s, input_fired_time: 0.1099568084, output_fired_time: 0.0000000000, propagate_forward_time: 6.2298974991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823431969
validation[          , genome  4795] predictions:    9584/  10000 (95.84%), best:    9634/10000 (96.34%), error:      1379.13684, best error:      1224.69446 on epoch:    26, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 84.3332977295s, input_fired_time: 0.8741318583, output_fired_time: 0.7862239480, propagate_forward_time: 31.5390911102, propagate_backward_time: 48.4983062744, weight_update_time: 0.1226986274, other_time: 2.6355438232
epoch time: 6.9585094452s, input_fired_time: 0.1105196998, output_fired_time: 0.0000000000, propagate_forward_time: 6.3648762703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831132889
validation[          , genome  4795] predictions:    9577/  10000 (95.77%), best:    9634/10000 (96.34%), error:      1413.91565, best error:      1224.69446 on epoch:    26, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.0458602905s, input_fired_time: 0.8889341950, output_fired_time: 0.7964618206, propagate_forward_time: 31.7851982117, propagate_backward_time: 48.8658828735, weight_update_time: 0.1235449910, other_time: 2.7093849182
epoch time: 6.8674683571s, input_fired_time: 0.1110876873, output_fired_time: 0.0000000000, propagate_forward_time: 6.2774004936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4789800644
validation[          , genome  4795] predictions:    9541/  10000 (95.41%), best:    9634/10000 (96.34%), error:      1483.76099, best error:      1224.69446 on epoch:    26, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 86.8605422974s, input_fired_time: 0.9162967205, output_fired_time: 0.8016681075, propagate_forward_time: 32.3850746155, propagate_backward_time: 49.8887023926, weight_update_time: 0.1299159080, other_time: 2.8688011169
epoch time: 6.7784070969s, input_fired_time: 0.1087825745, output_fired_time: 0.0000000000, propagate_forward_time: 6.1867823601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828419685
validation[          , genome  4795] predictions:    9568/  10000 (95.68%), best:    9634/10000 (96.34%), error:      1392.10376, best error:      1224.69446 on epoch:    26, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 85.3823471069s, input_fired_time: 0.9344882965, output_fired_time: 0.7963863015, propagate_forward_time: 31.8055629730, propagate_backward_time: 49.0429115295, weight_update_time: 0.1296645850, other_time: 2.8029975891
epoch time: 6.8902983665s, input_fired_time: 0.1121390834, output_fired_time: 0.0000000000, propagate_forward_time: 6.3063044548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718546867
validation[          , genome  4795] predictions:    9598/  10000 (95.98%), best:    9634/10000 (96.34%), error:      1366.41479, best error:      1224.69446 on epoch:    26, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 84.2513732910s, input_fired_time: 0.8667443395, output_fired_time: 0.7891095877, propagate_forward_time: 31.4558811188, propagate_backward_time: 48.5013427734, weight_update_time: 0.1274364889, other_time: 2.6382980347
epoch time: 7.1452026367s, input_fired_time: 0.1084646881, output_fired_time: 0.0000000000, propagate_forward_time: 6.5590629578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776749611
validation[          , genome  4795] predictions:    9596/  10000 (95.96%), best:    9634/10000 (96.34%), error:      1380.25220, best error:      1224.69446 on epoch:    26, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 84.8140640259s, input_fired_time: 0.8890972137, output_fired_time: 0.7802504301, propagate_forward_time: 31.6667709351, propagate_backward_time: 48.7733268738, weight_update_time: 0.1231844500, other_time: 2.7046165466
epoch time: 6.8002381325s, input_fired_time: 0.1073643863, output_fired_time: 0.0000000000, propagate_forward_time: 6.2344985008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583754539
validation[          , genome  4795] predictions:    9576/  10000 (95.76%), best:    9634/10000 (96.34%), error:      1438.38098, best error:      1224.69446 on epoch:    26, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 84.4417800903s, input_fired_time: 0.8706686497, output_fired_time: 0.7803564668, propagate_forward_time: 31.6390876770, propagate_backward_time: 48.5064811707, weight_update_time: 0.1269321591, other_time: 2.6451873779
epoch time: 6.9945683479s, input_fired_time: 0.1197553128, output_fired_time: 0.0000000000, propagate_forward_time: 6.3902859688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845271111
validation[          , genome  4795] predictions:    9574/  10000 (95.74%), best:    9634/10000 (96.34%), error:      1403.57629, best error:      1224.69446 on epoch:    26, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 84.9783782959s, input_fired_time: 0.8827010393, output_fired_time: 0.7948101759, propagate_forward_time: 31.7217674255, propagate_backward_time: 48.8881950378, weight_update_time: 0.1229835302, other_time: 2.6909103394
epoch time: 6.9313921928s, input_fired_time: 0.1115838066, output_fired_time: 0.0000000000, propagate_forward_time: 6.3365306854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832777977
validation[          , genome  4795] predictions:    9557/  10000 (95.57%), best:    9634/10000 (96.34%), error:      1433.17419, best error:      1224.69446 on epoch:    26, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 84.6195831299s, input_fired_time: 0.8816099763, output_fired_time: 0.7839739323, propagate_forward_time: 31.6226005554, propagate_backward_time: 48.6557731628, weight_update_time: 0.1229332387, other_time: 2.6756286621
epoch time: 6.9282755852s, input_fired_time: 0.1097627953, output_fired_time: 0.0000000000, propagate_forward_time: 6.3457875252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727253914
validation[          , genome  4795] predictions:    9584/  10000 (95.84%), best:    9634/10000 (96.34%), error:      1391.66736, best error:      1224.69446 on epoch:    26, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 85.3562545776s, input_fired_time: 0.8908637166, output_fired_time: 0.7839322090, propagate_forward_time: 31.8241481781, propagate_backward_time: 49.0847816467, weight_update_time: 0.1230066866, other_time: 2.7725257874
epoch time: 7.0056796074s, input_fired_time: 0.1138644069, output_fired_time: 0.0000000000, propagate_forward_time: 6.4260349274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657802582
validation[          , genome  4795] predictions:    9595/  10000 (95.95%), best:    9634/10000 (96.34%), error:      1357.22314, best error:      1224.69446 on epoch:    26, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.3352203369s, input_fired_time: 0.8889315128, output_fired_time: 0.8003003001, propagate_forward_time: 31.8634643555, propagate_backward_time: 49.0137252808, weight_update_time: 0.1252233982, other_time: 2.7687988281
epoch time: 7.0499610901s, input_fired_time: 0.1144969985, output_fired_time: 0.0000000000, propagate_forward_time: 6.4452519417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4902119637
validation[          , genome  4795] predictions:    9586/  10000 (95.86%), best:    9634/10000 (96.34%), error:      1405.74390, best error:      1224.69446 on epoch:    26, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.4320068359s, input_fired_time: 0.9013490081, output_fired_time: 0.7896780372, propagate_forward_time: 31.8720531464, propagate_backward_time: 49.0894088745, weight_update_time: 0.1259258538, other_time: 2.7795104980
epoch time: 6.8564434052s, input_fired_time: 0.1092747077, output_fired_time: 0.0000000000, propagate_forward_time: 6.2792129517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679555893
validation[          , genome  4795] predictions:    9435/  10000 (94.35%), best:    9634/10000 (96.34%), error:      1847.62952, best error:      1224.69446 on epoch:    26, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 84.8329238892s, input_fired_time: 0.8682708144, output_fired_time: 0.7840647101, propagate_forward_time: 31.7160682678, propagate_backward_time: 48.7919502258, weight_update_time: 0.1245515496, other_time: 2.6725692749
epoch time: 6.8815846443s, input_fired_time: 0.1122221872, output_fired_time: 0.0000000000, propagate_forward_time: 6.2913355827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780268669
validation[          , genome  4795] predictions:    9582/  10000 (95.82%), best:    9634/10000 (96.34%), error:      1393.56812, best error:      1224.69446 on epoch:    26, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 84.9994354248s, input_fired_time: 0.8830505013, output_fired_time: 0.8085860610, propagate_forward_time: 31.7659492493, propagate_backward_time: 48.8641777039, weight_update_time: 0.1245128661, other_time: 2.6776733398
epoch time: 6.7862772942s, input_fired_time: 0.1082677022, output_fired_time: 0.0000000000, propagate_forward_time: 6.1994948387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785146713
validation[          , genome  4795] predictions:    9596/  10000 (95.96%), best:    9634/10000 (96.34%), error:      1344.59045, best error:      1224.69446 on epoch:    26, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 84.1632232666s, input_fired_time: 0.8646684289, output_fired_time: 0.7802477479, propagate_forward_time: 31.4853839874, propagate_backward_time: 48.4448928833, weight_update_time: 0.1215410382, other_time: 2.5880279541
epoch time: 6.9715161324s, input_fired_time: 0.1123431027, output_fired_time: 0.0000000000, propagate_forward_time: 6.3850116730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4741611481
validation[          , genome  4795] predictions:    9581/  10000 (95.81%), best:    9634/10000 (96.34%), error:      1385.57275, best error:      1224.69446 on epoch:    26, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 85.1558914185s, input_fired_time: 0.8768628836, output_fired_time: 0.7861708403, propagate_forward_time: 31.8410949707, propagate_backward_time: 48.9647178650, weight_update_time: 0.1227285489, other_time: 2.6870460510
epoch time: 6.9213476181s, input_fired_time: 0.1161855981, output_fired_time: 0.0000000000, propagate_forward_time: 6.3214459419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837160110
validation[          , genome  4795] predictions:    9607/  10000 (96.07%), best:    9634/10000 (96.34%), error:      1317.78381, best error:      1224.69446 on epoch:    26, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 85.2191467285s, input_fired_time: 0.8983073831, output_fired_time: 0.7844139934, propagate_forward_time: 31.8098526001, propagate_backward_time: 48.9616394043, weight_update_time: 0.1358769089, other_time: 2.7649307251
epoch time: 6.9438090324s, input_fired_time: 0.1148312911, output_fired_time: 0.0000000000, propagate_forward_time: 6.3566803932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722971916
validation[          , genome  4795] predictions:    9571/  10000 (95.71%), best:    9634/10000 (96.34%), error:      1440.52893, best error:      1224.69446 on epoch:    26, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 84.5284042358s, input_fired_time: 0.8703557253, output_fired_time: 0.7886791825, propagate_forward_time: 31.5948581696, propagate_backward_time: 48.6510581970, weight_update_time: 0.1226925403, other_time: 2.6234550476
epoch time: 6.8735957146s, input_fired_time: 0.1100232005, output_fired_time: 0.0000000000, propagate_forward_time: 6.2956380844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679346085
validation[          , genome  4795] predictions:    9605/  10000 (96.05%), best:    9634/10000 (96.34%), error:      1363.42542, best error:      1224.69446 on epoch:    26, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 85.6643600464s, input_fired_time: 0.9033741355, output_fired_time: 0.8081582785, propagate_forward_time: 31.9810218811, propagate_backward_time: 49.2249984741, weight_update_time: 0.1349432468, other_time: 2.7468070984
epoch time: 6.9622621536s, input_fired_time: 0.1125469878, output_fired_time: 0.0000000000, propagate_forward_time: 6.3711986542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785165787
validation[          , genome  4795] predictions:    9595/  10000 (95.95%), best:    9634/10000 (96.34%), error:      1400.46326, best error:      1224.69446 on epoch:    26, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 85.3679733276s, input_fired_time: 0.8953333497, output_fired_time: 0.7871177197, propagate_forward_time: 31.8311214447, propagate_backward_time: 49.0781097412, weight_update_time: 0.1245018393, other_time: 2.7762908936
epoch time: 6.9254555702s, input_fired_time: 0.1132072881, output_fired_time: 0.0000000000, propagate_forward_time: 6.3305802345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4816679955
validation[          , genome  4795] predictions:    9600/  10000 (96.00%), best:    9634/10000 (96.34%), error:      1329.23901, best error:      1224.69446 on epoch:    26, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 84.6152038574s, input_fired_time: 0.8773884177, output_fired_time: 0.7762343884, propagate_forward_time: 31.6315708160, propagate_backward_time: 48.6095886230, weight_update_time: 0.1229475290, other_time: 2.7204208374
epoch time: 6.8297863007s, input_fired_time: 0.1086112261, output_fired_time: 0.0000000000, propagate_forward_time: 6.2588081360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4623670578
validation[          , genome  4795] predictions:    9617/  10000 (96.17%), best:    9634/10000 (96.34%), error:      1329.63037, best error:      1224.69446 on epoch:    26, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 86.1647033691s, input_fired_time: 0.9017565250, output_fired_time: 0.8108932972, propagate_forward_time: 32.0981674194, propagate_backward_time: 49.5462913513, weight_update_time: 0.1239961162, other_time: 2.8075981140
epoch time: 7.0200438499s, input_fired_time: 0.1224668995, output_fired_time: 0.0000000000, propagate_forward_time: 6.3779063225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196704865
validation[          , genome  4795] predictions:    9576/  10000 (95.76%), best:    9634/10000 (96.34%), error:      1498.97803, best error:      1224.69446 on epoch:    26, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 85.5257263184s, input_fired_time: 0.8865134120, output_fired_time: 0.7932013869, propagate_forward_time: 31.8433132172, propagate_backward_time: 49.2874221802, weight_update_time: 0.1233552098, other_time: 2.7152786255
epoch time: 6.8848094940s, input_fired_time: 0.1097911000, output_fired_time: 0.0000000000, propagate_forward_time: 6.3033814430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716367722
validation[          , genome  4795] predictions:    9594/  10000 (95.94%), best:    9634/10000 (96.34%), error:      1340.48560, best error:      1224.69446 on epoch:    26, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 85.1008834839s, input_fired_time: 0.9086872339, output_fired_time: 0.7891966701, propagate_forward_time: 31.7188282013, propagate_backward_time: 48.9415664673, weight_update_time: 0.1240932420, other_time: 2.7426071167
epoch time: 6.9963064194s, input_fired_time: 0.1127000898, output_fired_time: 0.0000000000, propagate_forward_time: 6.3841199875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994864464
validation[          , genome  4795] predictions:    9594/  10000 (95.94%), best:    9634/10000 (96.34%), error:      1371.70178, best error:      1224.69446 on epoch:    26, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 83.9963226318s, input_fired_time: 0.8685354590, output_fired_time: 0.7773094177, propagate_forward_time: 31.3648700714, propagate_backward_time: 48.3728141785, weight_update_time: 0.1218495667, other_time: 2.6127967834
epoch time: 6.8663072586s, input_fired_time: 0.1091588065, output_fired_time: 0.0000000000, propagate_forward_time: 6.2935819626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635663033
validation[          , genome  4795] predictions:    9599/  10000 (95.99%), best:    9634/10000 (96.34%), error:      1374.84131, best error:      1224.69446 on epoch:    26, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.0807113647s, input_fired_time: 0.8782947659, output_fired_time: 0.7888941765, propagate_forward_time: 31.8353805542, propagate_backward_time: 48.8970489502, weight_update_time: 0.1229654551, other_time: 2.6810913086
epoch time: 6.9802827835s, input_fired_time: 0.1138867885, output_fired_time: 0.0000000000, propagate_forward_time: 6.3864421844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799537659
validation[          , genome  4795] predictions:    9599/  10000 (95.99%), best:    9634/10000 (96.34%), error:      1356.74011, best error:      1224.69446 on epoch:    26, 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: 34.3696212769s, input_fired_time: 0.5600805283, output_fired_time: 0.0000000000, propagate_forward_time: 31.3809032440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4286365509
best training[          , genome  4795] predictions:   48652/  50000 (97.30%), best:    9634/10000 (96.34%), error:      4605.92139, best error:      1224.69446 on epoch:    26, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 6.8785066605s, input_fired_time: 0.1117362902, output_fired_time: 0.0000000000, propagate_forward_time: 6.3039283752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628419876
   testing[          , genome  4795] predictions:    9664/  10000 (96.64%), best:    9634/10000 (96.34%), error:      1067.06470, best error:      1224.69446 on epoch:    26, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:33:32 (6960): called boinc_finish(0)

</stderr_txt>
]]>