Nameexact_genome_1512568488_45_3316_0
Workunit2587803
Created7 Dec 2017, 4:08:46 UTC
Sent7 Dec 2017, 4:10:46 UTC
Report deadline11 Dec 2017, 19:33:58 UTC
Received7 Dec 2017, 6:47:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 35 min 51 sec
CPU time2 hours 29 min 58 sec
Validate stateValid
Credit1,160.28
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.00 MB
Peak swap size152.45 MB
Peak disk usage1.45 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ut_fired_time: 0.1124584973, output_fired_time: 0.0000000000, propagate_forward_time: 5.9867091179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706940651
validation[          , genome  3316] predictions:    9539/  10000 (95.39%), best:    9549/10000 (95.49%), error:      1580.35596, best error:      1545.42029 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 83.3160400391s, input_fired_time: 0.9278059006, output_fired_time: 0.9518001676, propagate_forward_time: 30.5809326172, propagate_backward_time: 48.2028160095, weight_update_time: 0.1416010261, other_time: 2.6526908875
epoch time: 6.6674361229s, input_fired_time: 0.1147805229, output_fired_time: 0.0000000000, propagate_forward_time: 6.0790762901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735794067
validation[          , genome  3316] predictions:    9530/  10000 (95.30%), best:    9549/10000 (95.49%), error:      1580.07727, best error:      1545.42029 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 83.6466751099s, input_fired_time: 0.9347018003, output_fired_time: 0.9565889239, propagate_forward_time: 30.7248535156, propagate_backward_time: 48.3733749390, weight_update_time: 0.1418956965, other_time: 2.6571578979
epoch time: 6.7854480743s, input_fired_time: 0.1187293008, output_fired_time: 0.0000000000, propagate_forward_time: 6.1856260300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4810929298
validation[          , genome  3316] predictions:    9450/  10000 (94.50%), best:    9549/10000 (95.49%), error:      1919.46179, best error:      1545.42029 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 83.0049972534s, input_fired_time: 0.9233036041, output_fired_time: 0.9513709545, propagate_forward_time: 30.3912010193, propagate_backward_time: 48.0915336609, weight_update_time: 0.1429944634, other_time: 2.6475906372
epoch time: 6.7096185684s, input_fired_time: 0.1134797037, output_fired_time: 0.0000000000, propagate_forward_time: 6.1210398674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750990868
validation[          , genome  3316] predictions:    9527/  10000 (95.27%), best:    9549/10000 (95.49%), error:      1633.77795, best error:      1545.42029 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 82.5423278809s, input_fired_time: 0.9258605242, output_fired_time: 0.9394227266, propagate_forward_time: 30.3005599976, propagate_backward_time: 47.7403602600, weight_update_time: 0.1415770054, other_time: 2.6361274719
epoch time: 6.7752285004s, input_fired_time: 0.1186651886, output_fired_time: 0.0000000000, propagate_forward_time: 6.1739225388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4826407433
validation[          , genome  3316] predictions:    9553/  10000 (95.53%), best:    9553/10000 (95.53%), error:      1511.66504, best error:      1511.66504 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 82.5614852905s, input_fired_time: 0.9258846045, output_fired_time: 0.9431858063, propagate_forward_time: 30.3195018768, propagate_backward_time: 47.7424392700, weight_update_time: 0.1404016167, other_time: 2.6304702759
epoch time: 6.4650006294s, input_fired_time: 0.1157190129, output_fired_time: 0.0000000000, propagate_forward_time: 5.8741803169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751014709
validation[          , genome  3316] predictions:    9536/  10000 (95.36%), best:    9553/10000 (95.53%), error:      1556.17896, best error:      1511.66504 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 78.9321823120s, input_fired_time: 0.8963332772, output_fired_time: 0.9094300270, propagate_forward_time: 28.9317417145, propagate_backward_time: 45.6309890747, weight_update_time: 0.1359035671, other_time: 2.5636901855
epoch time: 6.2545323372s, input_fired_time: 0.1089108288, output_fired_time: 0.0000000000, propagate_forward_time: 5.6914625168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541587830
validation[          , genome  3316] predictions:    9539/  10000 (95.39%), best:    9553/10000 (95.53%), error:      1516.35620, best error:      1511.66504 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 82.3533782959s, input_fired_time: 0.9244943857, output_fired_time: 0.9474022985, propagate_forward_time: 30.2184810638, propagate_backward_time: 47.6327743530, weight_update_time: 0.1416286230, other_time: 2.6302261353
epoch time: 6.5326514244s, input_fired_time: 0.1119870543, output_fired_time: 0.0000000000, propagate_forward_time: 5.9603023529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603619576
validation[          , genome  3316] predictions:    9561/  10000 (95.61%), best:    9561/10000 (95.61%), error:      1492.97998, best error:      1492.97998 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 82.7400817871s, input_fired_time: 0.9267463088, output_fired_time: 0.9445989728, propagate_forward_time: 30.4294548035, propagate_backward_time: 47.8031616211, weight_update_time: 0.1403620690, other_time: 2.6361274719
epoch time: 6.5914378166s, input_fired_time: 0.1154963598, output_fired_time: 0.0000000000, propagate_forward_time: 6.0071520805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687895775
validation[          , genome  3316] predictions:    9530/  10000 (95.30%), best:    9561/10000 (95.61%), error:      1537.02100, best error:      1492.97998 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 81.8908462524s, input_fired_time: 0.9202316403, output_fired_time: 0.9411529303, propagate_forward_time: 29.9866142273, propagate_backward_time: 47.4437637329, weight_update_time: 0.1391235292, other_time: 2.5990791321
epoch time: 6.7234282494s, input_fired_time: 0.1189536974, output_fired_time: 0.0000000000, propagate_forward_time: 6.1113119125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931626320
validation[          , genome  3316] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1444.38757, best error:      1444.38757 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 82.7319869995s, input_fired_time: 0.9292084575, output_fired_time: 0.9432303905, propagate_forward_time: 30.3774471283, propagate_backward_time: 47.8281517029, weight_update_time: 0.1412497759, other_time: 2.6539497375
epoch time: 6.6525239944s, input_fired_time: 0.1153543964, output_fired_time: 0.0000000000, propagate_forward_time: 6.0715923309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655771255
validation[          , genome  3316] predictions:    9563/  10000 (95.63%), best:    9575/10000 (95.75%), error:      1458.60828, best error:      1444.38757 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 82.1836776733s, input_fired_time: 0.9242033958, output_fired_time: 0.9380903244, propagate_forward_time: 30.1478614807, propagate_backward_time: 47.5468368530, weight_update_time: 0.1403562576, other_time: 2.6266899109
epoch time: 6.5711131096s, input_fired_time: 0.1142997816, output_fired_time: 0.0000000000, propagate_forward_time: 5.9881072044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687061310
validation[          , genome  3316] predictions:    9554/  10000 (95.54%), best:    9575/10000 (95.75%), error:      1539.79297, best error:      1444.38757 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 83.0468215942s, input_fired_time: 0.9389021397, output_fired_time: 0.9507187605, propagate_forward_time: 30.4886970520, propagate_backward_time: 48.0280876160, weight_update_time: 0.1414389312, other_time: 2.6404113770
epoch time: 6.5324287415s, input_fired_time: 0.1147266701, output_fired_time: 0.0000000000, propagate_forward_time: 5.9518957138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658064842
validation[          , genome  3316] predictions:    9584/  10000 (95.84%), best:    9584/10000 (95.84%), error:      1406.23682, best error:      1406.23682 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 78.9991455078s, input_fired_time: 0.8993392587, output_fired_time: 0.9041479230, propagate_forward_time: 28.8696613312, propagate_backward_time: 45.7492370605, weight_update_time: 0.1386111081, other_time: 2.5767669678
epoch time: 6.7913494110s, input_fired_time: 0.1165113971, output_fired_time: 0.0000000000, propagate_forward_time: 6.1919808388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828572273
validation[          , genome  3316] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1327.55347, best error:      1327.55347 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 82.7010040283s, input_fired_time: 0.9279417396, output_fired_time: 0.9538019896, propagate_forward_time: 30.3098163605, propagate_backward_time: 47.8647003174, weight_update_time: 0.1432134509, other_time: 2.6447448730
epoch time: 6.6227326393s, input_fired_time: 0.1131591499, output_fired_time: 0.0000000000, propagate_forward_time: 6.0402622223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693112373
validation[          , genome  3316] predictions:    9547/  10000 (95.47%), best:    9606/10000 (96.06%), error:      1526.71118, best error:      1327.55347 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 82.2938995361s, input_fired_time: 0.9205704927, output_fired_time: 0.9394770861, propagate_forward_time: 30.0620422363, propagate_backward_time: 47.7383003235, weight_update_time: 0.1401207298, other_time: 2.6335105896
epoch time: 6.7989335060s, input_fired_time: 0.1208915040, output_fired_time: 0.0000000000, propagate_forward_time: 6.2016716003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763703346
validation[          , genome  3316] predictions:    9589/  10000 (95.89%), best:    9606/10000 (96.06%), error:      1420.02136, best error:      1327.55347 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 82.6061553955s, input_fired_time: 0.9297669530, output_fired_time: 0.9464448690, propagate_forward_time: 30.3715190887, propagate_backward_time: 47.7328262329, weight_update_time: 0.1416214406, other_time: 2.6256027222
epoch time: 6.5490260124s, input_fired_time: 0.1151023656, output_fired_time: 0.0000000000, propagate_forward_time: 5.9648776054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690461159
validation[          , genome  3316] predictions:    9563/  10000 (95.63%), best:    9606/10000 (96.06%), error:      1428.16223, best error:      1327.55347 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 82.9312591553s, input_fired_time: 0.9281542301, output_fired_time: 0.9442561269, propagate_forward_time: 30.5139331818, propagate_backward_time: 47.9146652222, weight_update_time: 0.1431721151, other_time: 2.6302490234
epoch time: 6.6778154373s, input_fired_time: 0.1158258393, output_fired_time: 0.0000000000, propagate_forward_time: 6.0892744064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727153778
validation[          , genome  3316] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1310.17322, best error:      1310.17322 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 81.2765502930s, input_fired_time: 0.9193894267, output_fired_time: 0.9328610897, propagate_forward_time: 29.8452911377, propagate_backward_time: 46.9674148560, weight_update_time: 0.1408512294, other_time: 2.6115951538
epoch time: 6.4842758179s, input_fired_time: 0.1130122617, output_fired_time: 0.0000000000, propagate_forward_time: 5.9060339928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652295113
validation[          , genome  3316] predictions:    9588/  10000 (95.88%), best:    9615/10000 (96.15%), error:      1391.07629, best error:      1310.17322 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 80.8112411499s, input_fired_time: 0.9163556695, output_fired_time: 0.9232031107, propagate_forward_time: 29.5792884827, propagate_backward_time: 46.7958488464, weight_update_time: 0.1402836591, other_time: 2.5965423584
epoch time: 6.6021246910s, input_fired_time: 0.1164887026, output_fired_time: 0.0000000000, propagate_forward_time: 6.0186305046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670052528
validation[          , genome  3316] predictions:    9574/  10000 (95.74%), best:    9615/10000 (96.15%), error:      1444.82813, best error:      1310.17322 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 83.3312072754s, input_fired_time: 0.9336704612, output_fired_time: 0.9525973797, propagate_forward_time: 30.5861206055, propagate_backward_time: 48.2030105591, weight_update_time: 0.1441465467, other_time: 2.6558074951
epoch time: 6.6400866508s, input_fired_time: 0.1142637134, output_fired_time: 0.0000000000, propagate_forward_time: 6.0494704247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763526917
validation[          , genome  3316] predictions:    9545/  10000 (95.45%), best:    9615/10000 (96.15%), error:      1452.77808, best error:      1310.17322 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 81.4875717163s, input_fired_time: 0.9125728607, output_fired_time: 0.9338796735, propagate_forward_time: 29.7999916077, propagate_backward_time: 47.2486991882, weight_update_time: 0.1382572204, other_time: 2.5924301147
epoch time: 6.4401793480s, input_fired_time: 0.1133608446, output_fired_time: 0.0000000000, propagate_forward_time: 5.8606901169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661283493
validation[          , genome  3316] predictions:    9528/  10000 (95.28%), best:    9615/10000 (96.15%), error:      1560.61145, best error:      1310.17322 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 82.6582794189s, input_fired_time: 0.9337874055, output_fired_time: 0.9492610693, propagate_forward_time: 30.3755645752, propagate_backward_time: 47.7717781067, weight_update_time: 0.1406536698, other_time: 2.6278877258
epoch time: 6.6903834343s, input_fired_time: 0.1168720052, output_fired_time: 0.0000000000, propagate_forward_time: 6.0989036560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746079445
validation[          , genome  3316] predictions:    9556/  10000 (95.56%), best:    9615/10000 (96.15%), error:      1496.59900, best error:      1310.17322 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 82.4399261475s, input_fired_time: 0.9336024523, output_fired_time: 0.9475150108, propagate_forward_time: 30.3660430908, propagate_backward_time: 47.5759086609, weight_update_time: 0.1410953104, other_time: 2.6168556213
epoch time: 6.5934433937s, input_fired_time: 0.1141621917, output_fired_time: 0.0000000000, propagate_forward_time: 6.0129427910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663386345
validation[          , genome  3316] predictions:    9523/  10000 (95.23%), best:    9615/10000 (96.15%), error:      1564.83557, best error:      1310.17322 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 81.8700485229s, input_fired_time: 0.9232516289, output_fired_time: 0.9429229498, propagate_forward_time: 30.0487194061, propagate_backward_time: 47.3457565308, weight_update_time: 0.1409109235, other_time: 2.6093978882
epoch time: 6.5923643112s, input_fired_time: 0.1154344901, output_fired_time: 0.0000000000, propagate_forward_time: 5.9991388321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777908325
validation[          , genome  3316] predictions:    9577/  10000 (95.77%), best:    9615/10000 (96.15%), error:      1400.63013, best error:      1310.17322 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 81.5889129639s, input_fired_time: 0.9211452603, output_fired_time: 0.9309098721, propagate_forward_time: 29.8777656555, propagate_backward_time: 47.2420883179, weight_update_time: 0.1382531524, other_time: 2.6170082092
epoch time: 6.4772896767s, input_fired_time: 0.1141973510, output_fired_time: 0.0000000000, propagate_forward_time: 5.8996315002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634609222
validation[          , genome  3316] predictions:    9577/  10000 (95.77%), best:    9615/10000 (96.15%), error:      1417.31787, best error:      1310.17322 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 82.3009033203s, input_fired_time: 0.9326199889, output_fired_time: 0.9480719566, propagate_forward_time: 30.2247009277, propagate_backward_time: 47.5743484497, weight_update_time: 0.1383613497, other_time: 2.6211624146
epoch time: 6.6232419014s, input_fired_time: 0.1170046628, output_fired_time: 0.0000000000, propagate_forward_time: 6.0288963318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773406982
validation[          , genome  3316] predictions:    9554/  10000 (95.54%), best:    9615/10000 (96.15%), error:      1509.25208, best error:      1310.17322 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 81.3140945435s, input_fired_time: 0.9209751487, output_fired_time: 0.9274056554, propagate_forward_time: 29.8173198700, propagate_backward_time: 47.0254478455, weight_update_time: 0.1398590356, other_time: 2.6229438782
epoch time: 6.6076483727s, input_fired_time: 0.1158814505, output_fired_time: 0.0000000000, propagate_forward_time: 6.0181708336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735960960
validation[          , genome  3316] predictions:    9584/  10000 (95.84%), best:    9615/10000 (96.15%), error:      1425.97070, best error:      1310.17322 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 82.1073532104s, input_fired_time: 0.9274367094, output_fired_time: 0.9400762320, propagate_forward_time: 30.1010112762, propagate_backward_time: 47.5251350403, weight_update_time: 0.1402770430, other_time: 2.6136894226
epoch time: 6.8439068794s, input_fired_time: 0.1169864014, output_fired_time: 0.0000000000, propagate_forward_time: 6.2492861748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776344299
validation[          , genome  3316] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1270.10339, best error:      1270.10339 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 81.1049880981s, input_fired_time: 0.9184120297, output_fired_time: 0.9270232916, propagate_forward_time: 29.7426204681, propagate_backward_time: 46.9131584167, weight_update_time: 0.1393127739, other_time: 2.6037712097
epoch time: 6.5054636002s, input_fired_time: 0.1152698025, output_fired_time: 0.0000000000, propagate_forward_time: 5.9266953468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634985924
validation[          , genome  3316] predictions:    9602/  10000 (96.02%), best:    9627/10000 (96.27%), error:      1320.66357, best error:      1270.10339 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 80.3893737793s, input_fired_time: 0.9106181860, output_fired_time: 0.9150320292, propagate_forward_time: 29.3084697723, propagate_backward_time: 46.6523513794, weight_update_time: 0.1402253956, other_time: 2.6028976440
epoch time: 6.0541882515s, input_fired_time: 0.1078402027, output_fired_time: 0.0000000000, propagate_forward_time: 5.5026698112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436783791
validation[          , genome  3316] predictions:    9618/  10000 (96.18%), best:    9627/10000 (96.27%), error:      1313.11584, best error:      1270.10339 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 81.3236999512s, input_fired_time: 0.9271858335, output_fired_time: 0.9279316664, propagate_forward_time: 29.9047679901, propagate_backward_time: 46.9619026184, weight_update_time: 0.1377919614, other_time: 2.6019096375
epoch time: 6.8139519691s, input_fired_time: 0.1199317425, output_fired_time: 0.0000000000, propagate_forward_time: 6.2048363686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891839027
validation[          , genome  3316] predictions:    9606/  10000 (96.06%), best:    9627/10000 (96.27%), error:      1341.74146, best error:      1270.10339 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 82.7486495972s, input_fired_time: 0.9332137108, output_fired_time: 0.9423203468, propagate_forward_time: 30.4009208679, propagate_backward_time: 47.8262519836, weight_update_time: 0.1406429857, other_time: 2.6459426880
epoch time: 6.6419019699s, input_fired_time: 0.1158374324, output_fired_time: 0.0000000000, propagate_forward_time: 6.0500354767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760289192
validation[          , genome  3316] predictions:    9517/  10000 (95.17%), best:    9627/10000 (96.27%), error:      1547.42334, best error:      1270.10339 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 82.4543914795s, input_fired_time: 0.9304569364, output_fired_time: 0.9469836354, propagate_forward_time: 30.2323608398, propagate_backward_time: 47.7075195313, weight_update_time: 0.1419171095, other_time: 2.6370697021
epoch time: 6.7194023132s, input_fired_time: 0.1170701161, output_fired_time: 0.0000000000, propagate_forward_time: 6.1252489090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4770832062
validation[          , genome  3316] predictions:    9612/  10000 (96.12%), best:    9627/10000 (96.27%), error:      1280.69617, best error:      1270.10339 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 81.6930007935s, input_fired_time: 0.9274532795, output_fired_time: 0.9310588241, propagate_forward_time: 29.9655761719, propagate_backward_time: 47.2635917664, weight_update_time: 0.1411014795, other_time: 2.6053199768
epoch time: 6.7642631531s, input_fired_time: 0.1191962808, output_fired_time: 0.0000000000, propagate_forward_time: 6.1627812386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822854996
validation[          , genome  3316] predictions:    9574/  10000 (95.74%), best:    9627/10000 (96.27%), error:      1437.94104, best error:      1270.10339 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 80.4169158936s, input_fired_time: 0.9128720760, output_fired_time: 0.9202142954, propagate_forward_time: 29.4503040314, propagate_backward_time: 46.5388107300, weight_update_time: 0.1391266435, other_time: 2.5947189331
epoch time: 6.6609134674s, input_fired_time: 0.1171689406, output_fired_time: 0.0000000000, propagate_forward_time: 6.0732679367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704766273
validation[          , genome  3316] predictions:    9611/  10000 (96.11%), best:    9627/10000 (96.27%), error:      1323.93872, best error:      1270.10339 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 81.9463958740s, input_fired_time: 0.9271900654, output_fired_time: 0.9407005906, propagate_forward_time: 30.1014175415, propagate_backward_time: 47.3590087891, weight_update_time: 0.1396675259, other_time: 2.6180725098
epoch time: 6.7349066734s, input_fired_time: 0.1179872304, output_fired_time: 0.0000000000, propagate_forward_time: 6.1375541687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793653488
validation[          , genome  3316] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1233.45935, best error:      1233.45935 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 82.0959167480s, input_fired_time: 0.9255171418, output_fired_time: 0.9486718178, propagate_forward_time: 30.1127185822, propagate_backward_time: 47.4882583618, weight_update_time: 0.1411036551, other_time: 2.6207580566
epoch time: 6.5828323364s, input_fired_time: 0.1144417524, output_fired_time: 0.0000000000, propagate_forward_time: 5.9959111214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724793434
validation[          , genome  3316] predictions:    9632/  10000 (96.32%), best:    9625/10000 (96.25%), error:      1239.17529, best error:      1233.45935 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 79.4514770508s, input_fired_time: 0.9062999487, output_fired_time: 0.9133070707, propagate_forward_time: 29.2403678894, propagate_backward_time: 45.8249282837, weight_update_time: 0.1409982741, other_time: 2.5665702820
epoch time: 6.5095853806s, input_fired_time: 0.1126903966, output_fired_time: 0.0000000000, propagate_forward_time: 5.9362335205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606614113
validation[          , genome  3316] predictions:    9597/  10000 (95.97%), best:    9625/10000 (96.25%), error:      1331.41174, best error:      1233.45935 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 81.2264633179s, input_fired_time: 0.9141553640, output_fired_time: 0.9300008416, propagate_forward_time: 29.6875362396, propagate_backward_time: 47.0996589661, weight_update_time: 0.1387722194, other_time: 2.5951118469
epoch time: 6.6670851707s, input_fired_time: 0.1161610037, output_fired_time: 0.0000000000, propagate_forward_time: 6.0737690926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771552086
validation[          , genome  3316] predictions:    9616/  10000 (96.16%), best:    9625/10000 (96.25%), error:      1327.27942, best error:      1233.45935 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 81.3884277344s, input_fired_time: 0.9239596725, output_fired_time: 0.9330513477, propagate_forward_time: 29.7512035370, propagate_backward_time: 47.1778030396, weight_update_time: 0.1390942037, other_time: 2.6024093628
epoch time: 6.8585286140s, input_fired_time: 0.1182031184, output_fired_time: 0.0000000000, propagate_forward_time: 6.2595624924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807629585
validation[          , genome  3316] predictions:    9623/  10000 (96.23%), best:    9625/10000 (96.25%), error:      1277.36682, best error:      1233.45935 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 80.5154800415s, input_fired_time: 0.9116514921, output_fired_time: 0.9188408852, propagate_forward_time: 29.5323429108, propagate_backward_time: 46.5533065796, weight_update_time: 0.1385827065, other_time: 2.5993423462
epoch time: 6.9576606750s, input_fired_time: 0.1211488619, output_fired_time: 0.0000000000, propagate_forward_time: 6.3465089798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4900026321
validation[          , genome  3316] predictions:    9615/  10000 (96.15%), best:    9625/10000 (96.25%), error:      1311.30786, best error:      1233.45935 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 81.5557556152s, input_fired_time: 0.9252902865, output_fired_time: 0.9369940758, propagate_forward_time: 29.8654155731, propagate_backward_time: 47.2183685303, weight_update_time: 0.1385256350, other_time: 2.6096801758
epoch time: 6.5537014008s, input_fired_time: 0.1149024963, output_fired_time: 0.0000000000, propagate_forward_time: 5.9668951035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719038010
validation[          , genome  3316] predictions:    9588/  10000 (95.88%), best:    9625/10000 (96.25%), error:      1388.40356, best error:      1233.45935 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 81.2914886475s, input_fired_time: 0.9256895185, output_fired_time: 0.9333264232, propagate_forward_time: 29.7991905212, propagate_backward_time: 47.0269317627, weight_update_time: 0.1390415877, other_time: 2.6063499451
epoch time: 6.1672868729s, input_fired_time: 0.1109030172, output_fired_time: 0.0000000000, propagate_forward_time: 5.6033940315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529900551
validation[          , genome  3316] predictions:    9593/  10000 (95.93%), best:    9625/10000 (96.25%), error:      1343.07886, best error:      1233.45935 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 82.5386276245s, input_fired_time: 0.9298126101, output_fired_time: 0.9461455345, propagate_forward_time: 30.2964477539, propagate_backward_time: 47.7293243408, weight_update_time: 0.1411153227, other_time: 2.6369018555
epoch time: 6.7442669868s, input_fired_time: 0.1182218343, output_fired_time: 0.0000000000, propagate_forward_time: 6.1436672211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823780060
validation[          , genome  3316] predictions:    9601/  10000 (96.01%), best:    9625/10000 (96.25%), error:      1304.21692, best error:      1233.45935 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 82.6699600220s, input_fired_time: 0.9342453480, output_fired_time: 0.9456645250, propagate_forward_time: 30.3584804535, propagate_backward_time: 47.7840690613, weight_update_time: 0.1404796094, other_time: 2.6475028992
epoch time: 6.7566027641s, input_fired_time: 0.1180783957, output_fired_time: 0.0000000000, propagate_forward_time: 6.1567354202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817891121
validation[          , genome  3316] predictions:    9609/  10000 (96.09%), best:    9625/10000 (96.25%), error:      1303.58264, best error:      1233.45935 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 82.5520935059s, input_fired_time: 0.9373802543, output_fired_time: 0.9517310858, propagate_forward_time: 30.2404251099, propagate_backward_time: 47.7849845886, weight_update_time: 0.1435700357, other_time: 2.6375770569
epoch time: 6.9315419197s, input_fired_time: 0.1223740578, output_fired_time: 0.0000000000, propagate_forward_time: 6.3227815628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863862991
validation[          , genome  3316] predictions:    9591/  10000 (95.91%), best:    9625/10000 (96.25%), error:      1335.95227, best error:      1233.45935 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 78.2636871338s, input_fired_time: 0.8954529762, output_fired_time: 0.8993787169, propagate_forward_time: 28.6058082581, propagate_backward_time: 45.3099822998, weight_update_time: 0.1343525052, other_time: 2.5530662537
epoch time: 6.4023156166s, input_fired_time: 0.1153459027, output_fired_time: 0.0000000000, propagate_forward_time: 5.8249449730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620246887
validation[          , genome  3316] predictions:    9607/  10000 (96.07%), best:    9625/10000 (96.25%), error:      1303.89807, best error:      1233.45935 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 80.4831848145s, input_fired_time: 0.9226511121, output_fired_time: 0.9268428087, propagate_forward_time: 29.4011516571, propagate_backward_time: 46.6539115906, weight_update_time: 0.1374425143, other_time: 2.5786247253
epoch time: 6.6764535904s, input_fired_time: 0.1181180626, output_fired_time: 0.0000000000, propagate_forward_time: 6.0759272575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824080467
validation[          , genome  3316] predictions:    9602/  10000 (96.02%), best:    9625/10000 (96.25%), error:      1319.62463, best error:      1233.45935 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 81.3897323608s, input_fired_time: 0.9244425297, output_fired_time: 0.9380214810, propagate_forward_time: 29.8066864014, propagate_backward_time: 47.1174850464, weight_update_time: 0.1384503543, other_time: 2.6030960083
epoch time: 6.6346292496s, input_fired_time: 0.1186469570, output_fired_time: 0.0000000000, propagate_forward_time: 6.0504179001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655642509
validation[          , genome  3316] predictions:    9635/  10000 (96.35%), best:    9625/10000 (96.25%), error:      1253.67041, best error:      1233.45935 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 82.7390594482s, input_fired_time: 0.9360077977, output_fired_time: 0.9562814236, propagate_forward_time: 30.3329906464, propagate_backward_time: 47.8962135315, weight_update_time: 0.1407987624, other_time: 2.6175651550
epoch time: 6.8502326012s, input_fired_time: 0.1177784055, output_fired_time: 0.0000000000, propagate_forward_time: 6.2502069473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822473526
validation[          , genome  3316] predictions:    9624/  10000 (96.24%), best:    9625/10000 (96.25%), error:      1281.50659, best error:      1233.45935 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 82.3397293091s, input_fired_time: 0.9266702533, output_fired_time: 0.9472213387, propagate_forward_time: 30.0564994812, propagate_backward_time: 47.7718124390, weight_update_time: 0.1432249844, other_time: 2.6375236511
epoch time: 6.4662561417s, input_fired_time: 0.1173371747, output_fired_time: 0.0000000000, propagate_forward_time: 5.8789782524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699406624
validation[          , genome  3316] predictions:    9607/  10000 (96.07%), best:    9625/10000 (96.25%), error:      1253.80273, best error:      1233.45935 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 81.9065475464s, input_fired_time: 0.9238752723, output_fired_time: 0.9422281981, propagate_forward_time: 29.9975490570, propagate_backward_time: 47.4340171814, weight_update_time: 0.1420394778, other_time: 2.6088752747
epoch time: 5.2825565338s, input_fired_time: 0.0988398790, output_fired_time: 0.0000000000, propagate_forward_time: 4.7767052650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070115089
validation[          , genome  3316] predictions:    9618/  10000 (96.18%), best:    9625/10000 (96.25%), error:      1316.81201, best error:      1233.45935 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 81.9819641113s, input_fired_time: 0.9305517673, output_fired_time: 0.9441382289, propagate_forward_time: 30.0199089050, propagate_backward_time: 47.4870491028, weight_update_time: 0.1390464902, other_time: 2.6003189087
epoch time: 6.2751064301s, input_fired_time: 0.1107285097, output_fired_time: 0.0000000000, propagate_forward_time: 5.7100925446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542851448
validation[          , genome  3316] predictions:    9583/  10000 (95.83%), best:    9625/10000 (96.25%), error:      1389.38306, best error:      1233.45935 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 81.3209075928s, input_fired_time: 0.9238223433, output_fired_time: 0.9289412498, propagate_forward_time: 29.8330593109, propagate_backward_time: 47.0309906006, weight_update_time: 0.1385367513, other_time: 2.6040954590
epoch time: 6.3002710342s, input_fired_time: 0.1122176200, output_fired_time: 0.0000000000, propagate_forward_time: 5.7308349609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572186470
validation[          , genome  3316] predictions:    9578/  10000 (95.78%), best:    9625/10000 (96.25%), error:      1364.45020, best error:      1233.45935 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 81.3226165771s, input_fired_time: 0.9230642319, output_fired_time: 0.9343962073, propagate_forward_time: 29.7179756165, propagate_backward_time: 47.1498985291, weight_update_time: 0.1384498775, other_time: 2.5972824097
epoch time: 6.6986932755s, input_fired_time: 0.1180312857, output_fired_time: 0.0000000000, propagate_forward_time: 6.1025815010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780802727
validation[          , genome  3316] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1228.96643, best error:      1228.96643 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 81.7724914551s, input_fired_time: 0.9257410169, output_fired_time: 0.9391383529, propagate_forward_time: 29.8869991302, propagate_backward_time: 47.4141006470, weight_update_time: 0.1414646953, other_time: 2.6065063477
epoch time: 6.8550415039s, input_fired_time: 0.1219715551, output_fired_time: 0.0000000000, propagate_forward_time: 6.2370538712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960160255
validation[          , genome  3316] predictions:    9618/  10000 (96.18%), best:    9639/10000 (96.39%), error:      1256.81653, best error:      1228.96643 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 81.3347015381s, input_fired_time: 0.9249267578, output_fired_time: 0.9326806068, propagate_forward_time: 29.8352966309, propagate_backward_time: 47.0249061584, weight_update_time: 0.1393812895, other_time: 2.6168937683
epoch time: 6.2711853981s, input_fired_time: 0.1114461198, output_fired_time: 0.0000000000, propagate_forward_time: 5.6972384453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625010490
validation[          , genome  3316] predictions:    9595/  10000 (95.95%), best:    9639/10000 (96.39%), error:      1396.69153, best error:      1228.96643 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 82.7907638550s, input_fired_time: 0.9342244267, output_fired_time: 0.9455899000, propagate_forward_time: 30.3159427643, propagate_backward_time: 47.9322471619, weight_update_time: 0.1429240704, other_time: 2.6627616882
epoch time: 6.6073274612s, input_fired_time: 0.1187137589, output_fired_time: 0.0000000000, propagate_forward_time: 6.0190534592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695601463
validation[          , genome  3316] predictions:    9629/  10000 (96.29%), best:    9639/10000 (96.39%), error:      1252.20215, best error:      1228.96643 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 82.5452880859s, input_fired_time: 0.9334111810, output_fired_time: 0.9434049129, propagate_forward_time: 30.2743206024, propagate_backward_time: 47.7587432861, weight_update_time: 0.1408957690, other_time: 2.6354064941
epoch time: 6.9406223297s, input_fired_time: 0.1215032414, output_fired_time: 0.0000000000, propagate_forward_time: 6.3298368454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892821312
validation[          , genome  3316] predictions:    9622/  10000 (96.22%), best:    9639/10000 (96.39%), error:      1314.59167, best error:      1228.96643 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 81.5241241455s, input_fired_time: 0.9261326194, output_fired_time: 0.9366472363, propagate_forward_time: 29.8880443573, propagate_backward_time: 47.1783294678, weight_update_time: 0.1389779001, other_time: 2.5949707031
epoch time: 6.6641817093s, input_fired_time: 0.1195502505, output_fired_time: 0.0000000000, propagate_forward_time: 6.0744056702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702258110
validation[          , genome  3316] predictions:    9598/  10000 (95.98%), best:    9639/10000 (96.39%), error:      1317.31689, best error:      1228.96643 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 81.7137298584s, input_fired_time: 0.9352427125, output_fired_time: 0.9374014139, propagate_forward_time: 29.9603881836, propagate_backward_time: 47.2649536133, weight_update_time: 0.1397810578, other_time: 2.6157455444
epoch time: 6.0697793961s, input_fired_time: 0.1082769036, output_fired_time: 0.0000000000, propagate_forward_time: 5.5190601349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424424171
validation[          , genome  3316] predictions:    9615/  10000 (96.15%), best:    9639/10000 (96.39%), error:      1318.37866, best error:      1228.96643 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 81.8219833374s, input_fired_time: 0.9313276410, output_fired_time: 0.9349187613, propagate_forward_time: 30.0179862976, propagate_backward_time: 47.3062553406, weight_update_time: 0.1407947391, other_time: 2.6314926147
epoch time: 6.7524409294s, input_fired_time: 0.1181029454, output_fired_time: 0.0000000000, propagate_forward_time: 6.1602206230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4741172791
validation[          , genome  3316] predictions:    9616/  10000 (96.16%), best:    9639/10000 (96.39%), error:      1281.33105, best error:      1228.96643 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 82.7452316284s, input_fired_time: 0.9362917542, output_fired_time: 0.9479753971, propagate_forward_time: 30.3152065277, propagate_backward_time: 47.9014282227, weight_update_time: 0.1415244043, other_time: 2.6443252563
epoch time: 6.8824601173s, input_fired_time: 0.1200136468, output_fired_time: 0.0000000000, propagate_forward_time: 6.2798643112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825820923
validation[          , genome  3316] predictions:    9595/  10000 (95.95%), best:    9639/10000 (96.39%), error:      1347.96497, best error:      1228.96643 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 81.3638153076s, input_fired_time: 0.9257269502, output_fired_time: 0.9311060905, propagate_forward_time: 29.8421707153, propagate_backward_time: 47.0430603027, weight_update_time: 0.1412007213, other_time: 2.6217498779
epoch time: 6.4934082031s, input_fired_time: 0.1177618951, output_fired_time: 0.0000000000, propagate_forward_time: 5.9089975357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666485786
validation[          , genome  3316] predictions:    9621/  10000 (96.21%), best:    9639/10000 (96.39%), error:      1240.04663, best error:      1228.96643 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 81.7629699707s, input_fired_time: 0.9340050817, output_fired_time: 0.9423375130, propagate_forward_time: 29.8498401642, propagate_backward_time: 47.4214935303, weight_update_time: 0.1427954286, other_time: 2.6152954102
epoch time: 6.5897793770s, input_fired_time: 0.1189901754, output_fired_time: 0.0000000000, propagate_forward_time: 5.9969158173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4738736153
validation[          , genome  3316] predictions:    9609/  10000 (96.09%), best:    9639/10000 (96.39%), error:      1300.55432, best error:      1228.96643 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 82.2098922729s, input_fired_time: 0.9337752461, output_fired_time: 0.9393286109, propagate_forward_time: 30.1938247681, propagate_backward_time: 47.4988212585, weight_update_time: 0.1417577118, other_time: 2.6441383362
epoch time: 6.6000623703s, input_fired_time: 0.1145904586, output_fired_time: 0.0000000000, propagate_forward_time: 6.0229339600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625377655
validation[          , genome  3316] predictions:    9589/  10000 (95.89%), best:    9639/10000 (96.39%), error:      1421.35962, best error:      1228.96643 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 82.7258682251s, input_fired_time: 0.9355633855, output_fired_time: 0.9451946616, propagate_forward_time: 30.3358821869, propagate_backward_time: 47.8565368652, weight_update_time: 0.1401791722, other_time: 2.6526870728
epoch time: 6.6054186821s, input_fired_time: 0.1178077534, output_fired_time: 0.0000000000, propagate_forward_time: 6.0187039375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689068794
validation[          , genome  3316] predictions:    9593/  10000 (95.93%), best:    9639/10000 (96.39%), error:      1368.14648, best error:      1228.96643 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 82.4182281494s, input_fired_time: 0.9389079809, output_fired_time: 0.9403530359, propagate_forward_time: 30.3014907837, propagate_backward_time: 47.6132965088, weight_update_time: 0.1408583969, other_time: 2.6241760254
epoch time: 6.7382225990s, input_fired_time: 0.1169944480, output_fired_time: 0.0000000000, propagate_forward_time: 6.1495532990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716749191
validation[          , genome  3316] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1214.71899, best error:      1214.71899 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 82.6037292480s, input_fired_time: 0.9407688975, output_fired_time: 0.9473982453, propagate_forward_time: 30.3713436127, propagate_backward_time: 47.7071723938, weight_update_time: 0.1399449110, other_time: 2.6370506287
epoch time: 6.7573356628s, input_fired_time: 0.1183696315, output_fired_time: 0.0000000000, propagate_forward_time: 6.1616592407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773068428
validation[          , genome  3316] predictions:    9619/  10000 (96.19%), best:    9658/10000 (96.58%), error:      1269.54993, best error:      1214.71899 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 82.3220138550s, input_fired_time: 0.9389572740, output_fired_time: 0.9410393238, propagate_forward_time: 30.2757606506, propagate_backward_time: 47.5336952209, weight_update_time: 0.1404118985, other_time: 2.6325607300
epoch time: 6.8237042427s, input_fired_time: 0.1192519441, output_fired_time: 0.0000000000, propagate_forward_time: 6.2194433212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850091934
validation[          , genome  3316] predictions:    9635/  10000 (96.35%), best:    9658/10000 (96.58%), error:      1257.61560, best error:      1214.71899 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 82.0131378174s, input_fired_time: 0.9335181117, output_fired_time: 0.9337036610, propagate_forward_time: 30.0992546082, propagate_backward_time: 47.4434700012, weight_update_time: 0.1385340691, other_time: 2.6031951904
epoch time: 6.7052493095s, input_fired_time: 0.1175998971, output_fired_time: 0.0000000000, propagate_forward_time: 6.1204619408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671874046
validation[          , genome  3316] predictions:    9639/  10000 (96.39%), best:    9658/10000 (96.58%), error:      1218.78076, best error:      1214.71899 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 83.6928863525s, input_fired_time: 0.9487997890, output_fired_time: 0.9511625171, propagate_forward_time: 30.7037963867, propagate_backward_time: 48.4088249207, weight_update_time: 0.1448811591, other_time: 2.6803016663
epoch time: 6.6157393456s, input_fired_time: 0.1180241033, output_fired_time: 0.0000000000, propagate_forward_time: 6.0289492607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687662125
validation[          , genome  3316] predictions:    9623/  10000 (96.23%), best:    9658/10000 (96.58%), error:      1254.01453, best error:      1214.71899 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 81.9404373169s, input_fired_time: 0.9327183366, output_fired_time: 0.9401921034, propagate_forward_time: 30.0263671875, propagate_backward_time: 47.4216804504, weight_update_time: 0.1400780082, other_time: 2.6194801331
epoch time: 6.6602840424s, input_fired_time: 0.1176461726, output_fired_time: 0.0000000000, propagate_forward_time: 6.0677857399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748520851
validation[          , genome  3316] predictions:    9619/  10000 (96.19%), best:    9658/10000 (96.58%), error:      1247.28503, best error:      1214.71899 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 82.4654083252s, input_fired_time: 0.9404589534, output_fired_time: 0.9415434599, propagate_forward_time: 30.2476501465, propagate_backward_time: 47.7085304260, weight_update_time: 0.1397022754, other_time: 2.6272239685
epoch time: 6.8383512497s, input_fired_time: 0.1192844585, output_fired_time: 0.0000000000, propagate_forward_time: 6.2356023788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834642410
validation[          , genome  3316] predictions:    9620/  10000 (96.20%), best:    9658/10000 (96.58%), error:      1282.30835, best error:      1214.71899 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 82.9673690796s, input_fired_time: 0.9431213737, output_fired_time: 0.9525765777, propagate_forward_time: 30.4961757660, propagate_backward_time: 47.9466819763, weight_update_time: 0.1408904493, other_time: 2.6288108826
epoch time: 6.6509833336s, input_fired_time: 0.1179943010, output_fired_time: 0.0000000000, propagate_forward_time: 6.0583233833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746656418
validation[          , genome  3316] predictions:    9628/  10000 (96.28%), best:    9658/10000 (96.58%), error:      1258.26453, best error:      1214.71899 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 83.1788635254s, input_fired_time: 0.9461030960, output_fired_time: 0.9521205425, propagate_forward_time: 30.5278301239, propagate_backward_time: 48.1133232117, weight_update_time: 0.1431355774, other_time: 2.6394844055
epoch time: 6.8823699951s, input_fired_time: 0.1202883422, output_fired_time: 0.0000000000, propagate_forward_time: 6.2800569534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820246696
validation[          , genome  3316] predictions:    9595/  10000 (95.95%), best:    9658/10000 (96.58%), error:      1357.52478, best error:      1214.71899 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 83.4356842041s, input_fired_time: 0.9448133111, output_fired_time: 0.9558854103, propagate_forward_time: 30.6392898560, propagate_backward_time: 48.2700881958, weight_update_time: 0.1427807510, other_time: 2.6256027222
epoch time: 6.5259609222s, input_fired_time: 0.1147899106, output_fired_time: 0.0000000000, propagate_forward_time: 5.9456253052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655456543
validation[          , genome  3316] predictions:    9607/  10000 (96.07%), best:    9658/10000 (96.58%), error:      1338.44360, best error:      1214.71899 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 81.8193359375s, input_fired_time: 0.9412750602, output_fired_time: 0.9398581982, propagate_forward_time: 29.9481811523, propagate_backward_time: 47.3487548828, weight_update_time: 0.1409906447, other_time: 2.6412658691
epoch time: 6.6215448380s, input_fired_time: 0.1164334640, output_fired_time: 0.0000000000, propagate_forward_time: 6.0340085030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711027145
validation[          , genome  3316] predictions:    9594/  10000 (95.94%), best:    9658/10000 (96.58%), error:      1325.08020, best error:      1214.71899 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 81.4058837891s, input_fired_time: 0.9286212921, output_fired_time: 0.9386209249, propagate_forward_time: 29.9289779663, propagate_backward_time: 46.9960746765, weight_update_time: 0.1414122134, other_time: 2.6135902405
epoch time: 6.6070828438s, input_fired_time: 0.1173282862, output_fired_time: 0.0000000000, propagate_forward_time: 6.0256395340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641151428
validation[          , genome  3316] predictions:    9637/  10000 (96.37%), best:    9658/10000 (96.58%), error:      1217.27563, best error:      1214.71899 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 82.6871566772s, input_fired_time: 0.9437820315, output_fired_time: 0.9462915063, propagate_forward_time: 30.3985404968, propagate_backward_time: 47.7768592834, weight_update_time: 0.1414238364, other_time: 2.6216888428
epoch time: 6.7062664032s, input_fired_time: 0.1186380312, output_fired_time: 0.0000000000, propagate_forward_time: 6.1099486351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4776797295
validation[          , genome  3316] predictions:    9604/  10000 (96.04%), best:    9658/10000 (96.58%), error:      1335.66992, best error:      1214.71899 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 81.9547958374s, input_fired_time: 0.9315542579, output_fired_time: 0.9343816638, propagate_forward_time: 30.0137958527, propagate_backward_time: 47.4667472839, weight_update_time: 0.1412666440, other_time: 2.6083183289
epoch time: 6.4296269417s, input_fired_time: 0.1156134829, output_fired_time: 0.0000000000, propagate_forward_time: 5.8493595123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646539688
validation[          , genome  3316] predictions:    9624/  10000 (96.24%), best:    9658/10000 (96.58%), error:      1287.59473, best error:      1214.71899 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 82.8267059326s, input_fired_time: 0.9426103234, output_fired_time: 0.9519870281, propagate_forward_time: 30.4281616211, propagate_backward_time: 47.8659439087, weight_update_time: 0.1408704966, other_time: 2.6380004883
epoch time: 6.1915774345s, input_fired_time: 0.1116175130, output_fired_time: 0.0000000000, propagate_forward_time: 5.6328544617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471054077
validation[          , genome  3316] predictions:    9594/  10000 (95.94%), best:    9658/10000 (96.58%), error:      1346.46106, best error:      1214.71899 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.7019500732s, input_fired_time: 0.9314232469, output_fired_time: 0.9354690909, propagate_forward_time: 29.9038124084, propagate_backward_time: 47.2910385132, weight_update_time: 0.1407586485, other_time: 2.6402015686
epoch time: 6.9022765160s, input_fired_time: 0.1215913743, output_fired_time: 0.0000000000, propagate_forward_time: 6.2924680710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882168770
validation[          , genome  3316] predictions:    9637/  10000 (96.37%), best:    9658/10000 (96.58%), error:      1240.09253, best error:      1214.71899 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 83.4677429199s, input_fired_time: 0.9477109313, output_fired_time: 0.9589809179, propagate_forward_time: 30.6136016846, propagate_backward_time: 48.2994041443, weight_update_time: 0.1430420727, other_time: 2.6480445862
epoch time: 6.5677475929s, input_fired_time: 0.1181581467, output_fired_time: 0.0000000000, propagate_forward_time: 5.9709382057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4786510468
validation[          , genome  3316] predictions:    9601/  10000 (96.01%), best:    9658/10000 (96.58%), error:      1298.88953, best error:      1214.71899 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 83.1214828491s, input_fired_time: 0.9462007284, output_fired_time: 0.9473780990, propagate_forward_time: 30.5556945801, propagate_backward_time: 48.0101928711, weight_update_time: 0.1433233917, other_time: 2.6620178223
epoch time: 6.7576341629s, input_fired_time: 0.1210024357, output_fired_time: 0.0000000000, propagate_forward_time: 6.1551465988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4814853668
validation[          , genome  3316] predictions:    9597/  10000 (95.97%), best:    9658/10000 (96.58%), error:      1374.10620, best error:      1214.71899 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.3621368408s, input_fired_time: 0.9335227609, output_fired_time: 0.9353477359, propagate_forward_time: 29.8232212067, propagate_backward_time: 47.0700225830, weight_update_time: 0.1407043785, other_time: 2.6000213623
epoch time: 6.5191836357s, input_fired_time: 0.1169731095, output_fired_time: 0.0000000000, propagate_forward_time: 5.9256625175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765481949
validation[          , genome  3316] predictions:    9639/  10000 (96.39%), best:    9658/10000 (96.58%), error:      1225.23401, best error:      1214.71899 on epoch:    82, 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: 34.2591362000s, input_fired_time: 0.6095864177, output_fired_time: 0.0000000000, propagate_forward_time: 31.1473197937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5022315979
best training[          , genome  3316] predictions:   48890/  50000 (97.78%), best:    9658/10000 (96.58%), error:      4046.53296, best error:      1214.71899 on epoch:    82, 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: 6.8296642303s, input_fired_time: 0.1197305471, output_fired_time: 0.0000000000, propagate_forward_time: 6.2266087532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833250046
   testing[          , genome  3316] predictions:    9676/  10000 (96.76%), best:    9658/10000 (96.58%), error:      1111.61426, best error:      1214.71899 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:46:43 (256): called boinc_finish(0)

</stderr_txt>
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