Nameexact_genome_1512568488_42_6943_0
Workunit2605940
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline16 Dec 2017, 2:19:22 UTC
Received8 Dec 2017, 2:17:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time2 hours 22 min 19 sec
CPU time2 hours 21 min 49 sec
Validate stateValid
Credit2,035.36
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 76.9822082520s, input_fired_time: 0.8427776694, output_fired_time: 0.5444024801, propagate_forward_time: 31.2261009216, propagate_backward_time: 42.5168113708, weight_update_time: 0.0933004469, other_time: 1.8521118164
epoch time: 6.6150722504s, input_fired_time: 0.0925934166, output_fired_time: 0.0000000000, propagate_forward_time: 6.2004075050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220715523
validation[          , genome  6943] predictions:    9708/  10000 (97.08%), best:    9724/10000 (97.24%), error:       939.98688, best error:       926.79712 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 76.7861175537s, input_fired_time: 0.8436172605, output_fired_time: 0.5411187410, propagate_forward_time: 31.1307106018, propagate_backward_time: 42.4218597412, weight_update_time: 0.0921622142, other_time: 1.8488044739
epoch time: 6.7029047012s, input_fired_time: 0.0921998322, output_fired_time: 0.0000000000, propagate_forward_time: 6.2898430824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208618164
validation[          , genome  6943] predictions:    9683/  10000 (96.83%), best:    9724/10000 (97.24%), error:      1017.69031, best error:       926.79712 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 76.6986465454s, input_fired_time: 0.8459501266, output_fired_time: 0.5442865491, propagate_forward_time: 31.1003723145, propagate_backward_time: 42.3638648987, weight_update_time: 0.0928419530, other_time: 1.8441734314
epoch time: 6.5805387497s, input_fired_time: 0.0920489430, output_fired_time: 0.0000000000, propagate_forward_time: 6.1694598198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190298080
validation[          , genome  6943] predictions:    9712/  10000 (97.12%), best:    9724/10000 (97.24%), error:       940.13745, best error:       926.79712 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 76.6271057129s, input_fired_time: 0.8356133103, output_fired_time: 0.5443924069, propagate_forward_time: 31.0234756470, propagate_backward_time: 42.3706703186, weight_update_time: 0.0940296501, other_time: 1.8529472351
epoch time: 6.6108832359s, input_fired_time: 0.0920272395, output_fired_time: 0.0000000000, propagate_forward_time: 6.2014417648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174142838
validation[          , genome  6943] predictions:    9698/  10000 (96.98%), best:    9724/10000 (97.24%), error:      1003.96100, best error:       926.79712 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 76.7683258057s, input_fired_time: 0.8354351521, output_fired_time: 0.5445896983, propagate_forward_time: 31.0508155823, propagate_backward_time: 42.4889335632, weight_update_time: 0.0934212282, other_time: 1.8485565186
epoch time: 6.6600289345s, input_fired_time: 0.0931400284, output_fired_time: 0.0000000000, propagate_forward_time: 6.2474789619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194098473
validation[          , genome  6943] predictions:    9667/  10000 (96.67%), best:    9724/10000 (97.24%), error:      1086.95117, best error:       926.79712 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 77.1515197754s, input_fired_time: 0.8468710780, output_fired_time: 0.5453546047, propagate_forward_time: 31.2282466888, propagate_backward_time: 42.6708259583, weight_update_time: 0.0937055200, other_time: 1.8602180481
epoch time: 6.6135554314s, input_fired_time: 0.0925208032, output_fired_time: 0.0000000000, propagate_forward_time: 6.1967720985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242626190
validation[          , genome  6943] predictions:    9704/  10000 (97.04%), best:    9724/10000 (97.24%), error:       957.36194, best error:       926.79712 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 76.7385482788s, input_fired_time: 0.8372550011, output_fired_time: 0.5391854644, propagate_forward_time: 31.0497646332, propagate_backward_time: 42.4790306091, weight_update_time: 0.0914541632, other_time: 1.8333091736
epoch time: 6.6097965240s, input_fired_time: 0.0914678797, output_fired_time: 0.0000000000, propagate_forward_time: 6.1973586082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209700584
validation[          , genome  6943] predictions:    9676/  10000 (96.76%), best:    9724/10000 (97.24%), error:      1113.08765, best error:       926.79712 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 76.6136474609s, input_fired_time: 0.8476308584, output_fired_time: 0.5410964489, propagate_forward_time: 30.9905757904, propagate_backward_time: 42.4112129211, weight_update_time: 0.0904436707, other_time: 1.8231239319
epoch time: 6.6826291084s, input_fired_time: 0.0937800109, output_fired_time: 0.0000000000, propagate_forward_time: 6.2523593903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364896774
validation[          , genome  6943] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       912.36151, best error:       912.36151 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 76.6531524658s, input_fired_time: 0.8381388783, output_fired_time: 0.5401962399, propagate_forward_time: 31.0356540680, propagate_backward_time: 42.3987617493, weight_update_time: 0.0935596675, other_time: 1.8403968811
epoch time: 6.5252199173s, input_fired_time: 0.0904853195, output_fired_time: 0.0000000000, propagate_forward_time: 6.1215090752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3132257462
validation[          , genome  6943] predictions:    9696/  10000 (96.96%), best:    9730/10000 (97.30%), error:      1002.66595, best error:       912.36151 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 76.8506011963s, input_fired_time: 0.8383166790, output_fired_time: 0.5447748303, propagate_forward_time: 31.0352878571, propagate_backward_time: 42.5964927673, weight_update_time: 0.0898570791, other_time: 1.8357276917
epoch time: 6.7064290047s, input_fired_time: 0.1317600608, output_fired_time: 0.0000000000, propagate_forward_time: 6.2504410744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242278099
validation[          , genome  6943] predictions:    9717/  10000 (97.17%), best:    9730/10000 (97.30%), error:       946.41748, best error:       912.36151 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 76.8101196289s, input_fired_time: 0.8336135149, output_fired_time: 0.5418896675, propagate_forward_time: 30.9950733185, propagate_backward_time: 42.6084251404, weight_update_time: 0.0890252218, other_time: 1.8311195374
epoch time: 6.8108072281s, input_fired_time: 0.0948987156, output_fired_time: 0.0000000000, propagate_forward_time: 6.3922791481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236293793
validation[          , genome  6943] predictions:    9694/  10000 (96.94%), best:    9730/10000 (97.30%), error:      1046.82947, best error:       912.36151 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 76.7920837402s, input_fired_time: 0.8365299702, output_fired_time: 0.5398520231, propagate_forward_time: 30.9328231812, propagate_backward_time: 42.6691360474, weight_update_time: 0.0893283039, other_time: 1.8137435913
epoch time: 6.5543527603s, input_fired_time: 0.0907438844, output_fired_time: 0.0000000000, propagate_forward_time: 6.1494898796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3141188622
validation[          , genome  6943] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       846.19635, best error:       846.19635 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 76.7065963745s, input_fired_time: 0.8450169563, output_fired_time: 0.5436167717, propagate_forward_time: 30.9784202576, propagate_backward_time: 42.5135459900, weight_update_time: 0.0932701454, other_time: 1.8259963989
epoch time: 6.6163535118s, input_fired_time: 0.0931184664, output_fired_time: 0.0000000000, propagate_forward_time: 6.2050061226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182287216
validation[          , genome  6943] predictions:    9701/  10000 (97.01%), best:    9730/10000 (97.30%), error:       945.87128, best error:       846.19635 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 76.7791519165s, input_fired_time: 0.8427271247, output_fired_time: 0.5416913033, propagate_forward_time: 30.9322986603, propagate_backward_time: 42.6162796021, weight_update_time: 0.0938435942, other_time: 1.8461532593
epoch time: 6.5540294647s, input_fired_time: 0.0919839069, output_fired_time: 0.0000000000, propagate_forward_time: 6.1477489471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142967224
validation[          , genome  6943] predictions:    9714/  10000 (97.14%), best:    9730/10000 (97.30%), error:       915.50879, best error:       846.19635 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 76.8017501831s, input_fired_time: 0.8413034081, output_fired_time: 0.5392718911, propagate_forward_time: 30.9802818298, propagate_backward_time: 42.6244316101, weight_update_time: 0.0921680853, other_time: 1.8164672852
epoch time: 6.5433716774s, input_fired_time: 0.0928589478, output_fired_time: 0.0000000000, propagate_forward_time: 6.1373815536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131313324
validation[          , genome  6943] predictions:    9692/  10000 (96.92%), best:    9730/10000 (97.30%), error:      1048.72583, best error:       846.19635 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 76.8368148804s, input_fired_time: 0.8420745730, output_fired_time: 0.5389243960, propagate_forward_time: 30.9297580719, propagate_backward_time: 42.7033081055, weight_update_time: 0.0918869227, other_time: 1.8227539062
epoch time: 6.5979051590s, input_fired_time: 0.0919067264, output_fired_time: 0.0000000000, propagate_forward_time: 6.1896462440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3163523674
validation[          , genome  6943] predictions:    9738/  10000 (97.38%), best:    9730/10000 (97.30%), error:       851.20782, best error:       846.19635 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 77.1411209106s, input_fired_time: 0.8440942764, output_fired_time: 0.5422853231, propagate_forward_time: 31.0339069366, propagate_backward_time: 42.8796310425, weight_update_time: 0.0904620886, other_time: 1.8412094116
epoch time: 6.5657758713s, input_fired_time: 0.0928633213, output_fired_time: 0.0000000000, propagate_forward_time: 6.1563472748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165655136
validation[          , genome  6943] predictions:    9701/  10000 (97.01%), best:    9730/10000 (97.30%), error:       934.00812, best error:       846.19635 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 76.9339523315s, input_fired_time: 0.8389348984, output_fired_time: 0.5410242081, propagate_forward_time: 30.8898944855, propagate_backward_time: 42.8335762024, weight_update_time: 0.0973845571, other_time: 1.8305244446
epoch time: 6.5685200691s, input_fired_time: 0.0940258205, output_fired_time: 0.0000000000, propagate_forward_time: 6.1550021172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194923401
validation[          , genome  6943] predictions:    9707/  10000 (97.07%), best:    9730/10000 (97.30%), error:       920.62970, best error:       846.19635 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 76.7127380371s, input_fired_time: 0.8421511054, output_fired_time: 0.5387437940, propagate_forward_time: 30.8039379120, propagate_backward_time: 42.6912231445, weight_update_time: 0.0978385732, other_time: 1.8366851807
epoch time: 6.6111135483s, input_fired_time: 0.0928162709, output_fired_time: 0.0000000000, propagate_forward_time: 6.1889538765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293433189
validation[          , genome  6943] predictions:    9753/  10000 (97.53%), best:    9730/10000 (97.30%), error:       882.15656, best error:       846.19635 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 77.3353805542s, input_fired_time: 0.8508080244, output_fired_time: 0.5436565876, propagate_forward_time: 31.0987625122, propagate_backward_time: 42.9923171997, weight_update_time: 0.0886041522, other_time: 1.8498382568
epoch time: 6.5975456238s, input_fired_time: 0.0918444768, output_fired_time: 0.0000000000, propagate_forward_time: 6.1922974586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134036064
validation[          , genome  6943] predictions:    9739/  10000 (97.39%), best:    9730/10000 (97.30%), error:       867.55200, best error:       846.19635 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 77.4345779419s, input_fired_time: 0.8432306647, output_fired_time: 0.5441870689, propagate_forward_time: 31.0701618195, propagate_backward_time: 43.1318168640, weight_update_time: 0.0889185742, other_time: 1.8451805115
epoch time: 6.5787301064s, input_fired_time: 0.0915018991, output_fired_time: 0.0000000000, propagate_forward_time: 6.1749329567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122954369
validation[          , genome  6943] predictions:    9691/  10000 (96.91%), best:    9730/10000 (97.30%), error:      1056.29932, best error:       846.19635 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 77.7848052979s, input_fired_time: 0.8423845768, output_fired_time: 0.5560743809, propagate_forward_time: 31.1341247559, propagate_backward_time: 43.4020614624, weight_update_time: 0.0982451066, other_time: 1.8501586914
epoch time: 6.5857477188s, input_fired_time: 0.0915445611, output_fired_time: 0.0000000000, propagate_forward_time: 6.1796469688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145561218
validation[          , genome  6943] predictions:    9717/  10000 (97.17%), best:    9730/10000 (97.30%), error:       912.04156, best error:       846.19635 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 77.6824874878s, input_fired_time: 0.8457468152, output_fired_time: 0.5420895815, propagate_forward_time: 31.1614379883, propagate_backward_time: 43.2855911255, weight_update_time: 0.0921894610, other_time: 1.8476181030
epoch time: 6.7814769745s, input_fired_time: 0.0954266861, output_fired_time: 0.0000000000, propagate_forward_time: 6.3549408913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3311095238
validation[          , genome  6943] predictions:    9719/  10000 (97.19%), best:    9730/10000 (97.30%), error:       921.43872, best error:       846.19635 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 77.5976943970s, input_fired_time: 0.8564014435, output_fired_time: 0.5423849821, propagate_forward_time: 31.0851230621, propagate_backward_time: 43.2596778870, weight_update_time: 0.0934170932, other_time: 1.8541145325
epoch time: 6.5597939491s, input_fired_time: 0.0931511819, output_fired_time: 0.0000000000, propagate_forward_time: 6.1510386467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156042099
validation[          , genome  6943] predictions:    9734/  10000 (97.34%), best:    9730/10000 (97.30%), error:       903.81757, best error:       846.19635 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 77.4384078979s, input_fired_time: 0.8484568000, output_fired_time: 0.5426006913, propagate_forward_time: 31.0275917053, propagate_backward_time: 43.1641197205, weight_update_time: 0.0935930312, other_time: 1.8556365967
epoch time: 6.6215262413s, input_fired_time: 0.0936855525, output_fired_time: 0.0000000000, propagate_forward_time: 6.2132701874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145704269
validation[          , genome  6943] predictions:    9725/  10000 (97.25%), best:    9730/10000 (97.30%), error:       908.43701, best error:       846.19635 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 77.6354064941s, input_fired_time: 0.8407364488, output_fired_time: 0.5512229800, propagate_forward_time: 31.1086196899, propagate_backward_time: 43.3016700745, weight_update_time: 0.0883587524, other_time: 1.8331565857
epoch time: 6.5772957802s, input_fired_time: 0.0916894972, output_fired_time: 0.0000000000, propagate_forward_time: 6.1713843346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142218590
validation[          , genome  6943] predictions:    9732/  10000 (97.32%), best:    9730/10000 (97.30%), error:       873.32312, best error:       846.19635 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 77.2117767334s, input_fired_time: 0.8365124464, output_fired_time: 0.5416119099, propagate_forward_time: 30.9173355103, propagate_backward_time: 43.0992469788, weight_update_time: 0.0881836936, other_time: 1.8170738220
epoch time: 6.5738883018s, input_fired_time: 0.0934705287, output_fired_time: 0.0000000000, propagate_forward_time: 6.1627826691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176350594
validation[          , genome  6943] predictions:    9705/  10000 (97.05%), best:    9730/10000 (97.30%), error:       983.76459, best error:       846.19635 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 77.7658462524s, input_fired_time: 0.8472862840, output_fired_time: 0.5593740940, propagate_forward_time: 31.1339855194, propagate_backward_time: 43.3811759949, weight_update_time: 0.0900475457, other_time: 1.8440208435
epoch time: 6.9102334976s, input_fired_time: 0.0966632590, output_fired_time: 0.0000000000, propagate_forward_time: 6.4540486336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595213890
validation[          , genome  6943] predictions:    9738/  10000 (97.38%), best:    9730/10000 (97.30%), error:       871.08337, best error:       846.19635 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 77.2534561157s, input_fired_time: 0.8348219991, output_fired_time: 0.5472133756, propagate_forward_time: 30.9262371063, propagate_backward_time: 43.1253852844, weight_update_time: 0.0886527523, other_time: 1.8197975159
epoch time: 6.5857090950s, input_fired_time: 0.0925514698, output_fired_time: 0.0000000000, propagate_forward_time: 6.1752586365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178987503
validation[          , genome  6943] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       911.26361, best error:       846.19635 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 77.6663360596s, input_fired_time: 0.8448997140, output_fired_time: 0.5443931222, propagate_forward_time: 31.0457954407, propagate_backward_time: 43.3921928406, weight_update_time: 0.0886665881, other_time: 1.8390502930
epoch time: 6.6183524132s, input_fired_time: 0.0925400108, output_fired_time: 0.0000000000, propagate_forward_time: 6.2084131241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173995018
validation[          , genome  6943] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:       880.57697, best error:       846.19635 on epoch:    25, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 77.6987533569s, input_fired_time: 0.8425074220, output_fired_time: 0.5428244472, propagate_forward_time: 31.0219306946, propagate_backward_time: 43.4530601501, weight_update_time: 0.0924961939, other_time: 1.8384323120
epoch time: 6.6351823807s, input_fired_time: 0.0943751112, output_fired_time: 0.0000000000, propagate_forward_time: 6.2196965218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211107254
validation[          , genome  6943] predictions:    9713/  10000 (97.13%), best:    9730/10000 (97.30%), error:       897.99945, best error:       846.19635 on epoch:    25, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 77.3592987061s, input_fired_time: 0.8483777642, output_fired_time: 0.5415322781, propagate_forward_time: 30.9278850555, propagate_backward_time: 43.2064476013, weight_update_time: 0.0909797475, other_time: 1.8350486755
epoch time: 6.6250519753s, input_fired_time: 0.1028952673, output_fired_time: 0.0000000000, propagate_forward_time: 6.2007198334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214368820
validation[          , genome  6943] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       834.41180, best error:       834.41180 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 77.2538604736s, input_fired_time: 0.8480527997, output_fired_time: 0.5392796993, propagate_forward_time: 30.8801212311, propagate_backward_time: 43.1540641785, weight_update_time: 0.0938680992, other_time: 1.8323478699
epoch time: 6.5534076691s, input_fired_time: 0.0934402794, output_fired_time: 0.0000000000, propagate_forward_time: 6.1478657722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121018410
validation[          , genome  6943] predictions:    9734/  10000 (97.34%), best:    9764/10000 (97.64%), error:       850.86847, best error:       834.41180 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 77.6635894775s, input_fired_time: 0.8486805558, output_fired_time: 0.5420392752, propagate_forward_time: 31.0414886475, propagate_backward_time: 43.3974647522, weight_update_time: 0.0887986943, other_time: 1.8339195251
epoch time: 6.6968855858s, input_fired_time: 0.0933365598, output_fired_time: 0.0000000000, propagate_forward_time: 6.2535586357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499903679
validation[          , genome  6943] predictions:    9731/  10000 (97.31%), best:    9764/10000 (97.64%), error:       848.44165, best error:       834.41180 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 78.1882858276s, input_fired_time: 0.8664352894, output_fired_time: 0.5512983799, propagate_forward_time: 31.2304134369, propagate_backward_time: 43.6882591248, weight_update_time: 0.0890251994, other_time: 1.8518791199
epoch time: 6.6012153625s, input_fired_time: 0.0935798138, output_fired_time: 0.0000000000, propagate_forward_time: 6.1898941994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177413940
validation[          , genome  6943] predictions:    9685/  10000 (96.85%), best:    9764/10000 (97.64%), error:      1050.73181, best error:       834.41180 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 77.5380249023s, input_fired_time: 0.8387833238, output_fired_time: 0.5397149920, propagate_forward_time: 30.9701156616, propagate_backward_time: 43.3609237671, weight_update_time: 0.0888611004, other_time: 1.8284835815
epoch time: 6.5807204247s, input_fired_time: 0.0927143693, output_fired_time: 0.0000000000, propagate_forward_time: 6.1763968468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116092682
validation[          , genome  6943] predictions:    9688/  10000 (96.88%), best:    9764/10000 (97.64%), error:      1071.80200, best error:       834.41180 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 77.6087417603s, input_fired_time: 0.8435900807, output_fired_time: 0.5390602350, propagate_forward_time: 30.9526004791, propagate_backward_time: 43.4363441467, weight_update_time: 0.0925457925, other_time: 1.8371467590
epoch time: 6.7047882080s, input_fired_time: 0.0934274420, output_fired_time: 0.0000000000, propagate_forward_time: 6.2858576775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3255028725
validation[          , genome  6943] predictions:    9701/  10000 (97.01%), best:    9764/10000 (97.64%), error:       899.32385, best error:       834.41180 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 77.7510757446s, input_fired_time: 0.8460342884, output_fired_time: 0.5418254137, propagate_forward_time: 31.0326042175, propagate_backward_time: 43.5032844543, weight_update_time: 0.0903199092, other_time: 1.8273315430
epoch time: 6.5569734573s, input_fired_time: 0.0944642648, output_fired_time: 0.0000000000, propagate_forward_time: 6.1473832130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151259422
validation[          , genome  6943] predictions:    9713/  10000 (97.13%), best:    9764/10000 (97.64%), error:       909.73047, best error:       834.41180 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 77.6221237183s, input_fired_time: 0.8497850895, output_fired_time: 0.5417228341, propagate_forward_time: 30.9610595703, propagate_backward_time: 43.4321861267, weight_update_time: 0.0920591727, other_time: 1.8373680115
epoch time: 6.5967726707s, input_fired_time: 0.0934182554, output_fired_time: 0.0000000000, propagate_forward_time: 6.1869616508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3163928986
validation[          , genome  6943] predictions:    9668/  10000 (96.68%), best:    9764/10000 (97.64%), error:      1110.34265, best error:       834.41180 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 77.9061660767s, input_fired_time: 0.8494812250, output_fired_time: 0.5478975177, propagate_forward_time: 31.0678005219, propagate_backward_time: 43.5826911926, weight_update_time: 0.0908347741, other_time: 1.8582954407
epoch time: 6.6101016998s, input_fired_time: 0.0938657448, output_fired_time: 0.0000000000, propagate_forward_time: 6.2005505562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156852722
validation[          , genome  6943] predictions:    9676/  10000 (96.76%), best:    9764/10000 (97.64%), error:       942.38348, best error:       834.41180 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 77.6365432739s, input_fired_time: 0.8507385850, output_fired_time: 0.5410041809, propagate_forward_time: 30.9398193359, propagate_backward_time: 43.4818191528, weight_update_time: 0.0929498821, other_time: 1.8231582642
epoch time: 6.5876221657s, input_fired_time: 0.0938479230, output_fired_time: 0.0000000000, propagate_forward_time: 6.1762514114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3175230026
validation[          , genome  6943] predictions:    9721/  10000 (97.21%), best:    9764/10000 (97.64%), error:       919.57782, best error:       834.41180 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 78.2785491943s, input_fired_time: 0.8577260971, output_fired_time: 0.5447079539, propagate_forward_time: 31.1162929535, propagate_backward_time: 43.8948364258, weight_update_time: 0.0929401889, other_time: 1.8649826050
epoch time: 6.5601100922s, input_fired_time: 0.0940552354, output_fired_time: 0.0000000000, propagate_forward_time: 6.1519947052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140602112
validation[          , genome  6943] predictions:    9689/  10000 (96.89%), best:    9764/10000 (97.64%), error:      1003.36572, best error:       834.41180 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 77.8981781006s, input_fired_time: 0.8570054770, output_fired_time: 0.5416123271, propagate_forward_time: 31.1289424896, propagate_backward_time: 43.5262718201, weight_update_time: 0.0919003338, other_time: 1.8443489075
epoch time: 6.5962800980s, input_fired_time: 0.0956400633, output_fired_time: 0.0000000000, propagate_forward_time: 6.1862549782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3143849373
validation[          , genome  6943] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       901.09198, best error:       834.41180 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 77.8373413086s, input_fired_time: 0.8468294144, output_fired_time: 0.5414412022, propagate_forward_time: 30.9979782104, propagate_backward_time: 43.6337852478, weight_update_time: 0.0901043341, other_time: 1.8173027039
epoch time: 6.5804314613s, input_fired_time: 0.0931307971, output_fired_time: 0.0000000000, propagate_forward_time: 6.1735353470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137655258
validation[          , genome  6943] predictions:    9732/  10000 (97.32%), best:    9764/10000 (97.64%), error:       858.52338, best error:       834.41180 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 77.8161621094s, input_fired_time: 0.8542680144, output_fired_time: 0.5415053368, propagate_forward_time: 31.0127944946, propagate_backward_time: 43.5681877136, weight_update_time: 0.0922596604, other_time: 1.8394050598
epoch time: 6.5382251740s, input_fired_time: 0.0939628258, output_fired_time: 0.0000000000, propagate_forward_time: 6.1310877800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131747246
validation[          , genome  6943] predictions:    9722/  10000 (97.22%), best:    9764/10000 (97.64%), error:       889.70776, best error:       834.41180 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 78.1024627686s, input_fired_time: 0.8563835621, output_fired_time: 0.5437735915, propagate_forward_time: 31.1582183838, propagate_backward_time: 43.7080001831, weight_update_time: 0.0908896998, other_time: 1.8360900879
epoch time: 6.6544370651s, input_fired_time: 0.0969863087, output_fired_time: 0.0000000000, propagate_forward_time: 6.2294802666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3279705048
validation[          , genome  6943] predictions:    9708/  10000 (97.08%), best:    9764/10000 (97.64%), error:       986.86407, best error:       834.41180 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 77.3759841919s, input_fired_time: 0.8564196229, output_fired_time: 0.5384126306, propagate_forward_time: 30.8374290466, propagate_backward_time: 43.3165702820, weight_update_time: 0.0934845507, other_time: 1.8271484375
epoch time: 6.5898833275s, input_fired_time: 0.0951043814, output_fired_time: 0.0000000000, propagate_forward_time: 6.1794214249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153576851
validation[          , genome  6943] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       858.35309, best error:       834.41180 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 77.3963165283s, input_fired_time: 0.8483194709, output_fired_time: 0.5376062989, propagate_forward_time: 30.8828868866, propagate_backward_time: 43.3086128235, weight_update_time: 0.0931314230, other_time: 1.8188896179
epoch time: 6.5961489677s, input_fired_time: 0.0970304981, output_fired_time: 0.0000000000, propagate_forward_time: 6.1722497940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268685341
validation[          , genome  6943] predictions:    9727/  10000 (97.27%), best:    9764/10000 (97.64%), error:       943.51959, best error:       834.41180 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 77.7401657104s, input_fired_time: 0.8583473563, output_fired_time: 0.5399634242, propagate_forward_time: 30.9456558228, propagate_backward_time: 43.5537490845, weight_update_time: 0.0930831805, other_time: 1.8424530029
epoch time: 6.5924205780s, input_fired_time: 0.0958261341, output_fired_time: 0.0000000000, propagate_forward_time: 6.1691360474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274583817
validation[          , genome  6943] predictions:    9722/  10000 (97.22%), best:    9764/10000 (97.64%), error:       988.16406, best error:       834.41180 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 77.8908004761s, input_fired_time: 0.8523950577, output_fired_time: 0.5396710038, propagate_forward_time: 31.0502834320, propagate_backward_time: 43.6175231934, weight_update_time: 0.0912292898, other_time: 1.8309249878
epoch time: 6.5746445656s, input_fired_time: 0.0931670740, output_fired_time: 0.0000000000, propagate_forward_time: 6.1670093536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144679070
validation[          , genome  6943] predictions:    9693/  10000 (96.93%), best:    9764/10000 (97.64%), error:       954.83038, best error:       834.41180 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 77.6482925415s, input_fired_time: 0.8448475003, output_fired_time: 0.5401897430, propagate_forward_time: 30.9189338684, propagate_backward_time: 43.5286941528, weight_update_time: 0.0891993716, other_time: 1.8156242371
epoch time: 6.6016449928s, input_fired_time: 0.0947046727, output_fired_time: 0.0000000000, propagate_forward_time: 6.1886153221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183250427
validation[          , genome  6943] predictions:    9724/  10000 (97.24%), best:    9764/10000 (97.64%), error:       866.52759, best error:       834.41180 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 77.6257247925s, input_fired_time: 0.8467739820, output_fired_time: 0.5411281586, propagate_forward_time: 30.8977756500, propagate_backward_time: 43.5250473022, weight_update_time: 0.0878996998, other_time: 1.8150024414
epoch time: 6.6062593460s, input_fired_time: 0.0953628495, output_fired_time: 0.0000000000, propagate_forward_time: 6.1968321800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140645027
validation[          , genome  6943] predictions:    9706/  10000 (97.06%), best:    9764/10000 (97.64%), error:       920.97205, best error:       834.41180 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 77.8779602051s, input_fired_time: 0.8510383964, output_fired_time: 0.5392827988, propagate_forward_time: 30.9985275269, propagate_backward_time: 43.6693649292, weight_update_time: 0.0906348899, other_time: 1.8197479248
epoch time: 6.5693612099s, input_fired_time: 0.0962231681, output_fired_time: 0.0000000000, propagate_forward_time: 6.1571283340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3160095215
validation[          , genome  6943] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       908.78162, best error:       834.41180 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 77.5598144531s, input_fired_time: 0.8685112596, output_fired_time: 0.5388929844, propagate_forward_time: 30.8549900055, propagate_backward_time: 43.4635467529, weight_update_time: 0.0928787291, other_time: 1.8338699341
epoch time: 6.6289043427s, input_fired_time: 0.0953443870, output_fired_time: 0.0000000000, propagate_forward_time: 6.2199840546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135757446
validation[          , genome  6943] predictions:    9744/  10000 (97.44%), best:    9764/10000 (97.64%), error:       866.66376, best error:       834.41180 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 77.9758453369s, input_fired_time: 0.8545231223, output_fired_time: 0.5426608920, propagate_forward_time: 31.0383415222, propagate_backward_time: 43.7241973877, weight_update_time: 0.0879184604, other_time: 1.8161201477
epoch time: 6.6002993584s, input_fired_time: 0.0953719839, output_fired_time: 0.0000000000, propagate_forward_time: 6.1901698112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147573471
validation[          , genome  6943] predictions:    9714/  10000 (97.14%), best:    9764/10000 (97.64%), error:       920.29059, best error:       834.41180 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 78.4320602417s, input_fired_time: 0.8641558886, output_fired_time: 0.5477572083, propagate_forward_time: 31.1648006439, propagate_backward_time: 44.0082855225, weight_update_time: 0.0931103304, other_time: 1.8470535278
epoch time: 6.6032671928s, input_fired_time: 0.0951086581, output_fired_time: 0.0000000000, propagate_forward_time: 6.1880040169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201546669
validation[          , genome  6943] predictions:    9606/  10000 (96.06%), best:    9764/10000 (97.64%), error:      1287.42334, best error:       834.41180 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 77.8685836792s, input_fired_time: 0.8565690517, output_fired_time: 0.5401322246, propagate_forward_time: 30.9977569580, propagate_backward_time: 43.6351127625, weight_update_time: 0.0892153308, other_time: 1.8390159607
epoch time: 6.5890250206s, input_fired_time: 0.0948455855, output_fired_time: 0.0000000000, propagate_forward_time: 6.1813340187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128452301
validation[          , genome  6943] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       836.91895, best error:       834.41180 on epoch:    45, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 78.0294036865s, input_fired_time: 0.8565574288, output_fired_time: 0.5411424041, propagate_forward_time: 31.0012569427, propagate_backward_time: 43.7802467346, weight_update_time: 0.0900825337, other_time: 1.8501930237
epoch time: 6.6443305016s, input_fired_time: 0.0977881923, output_fired_time: 0.0000000000, propagate_forward_time: 6.2245831490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219590187
validation[          , genome  6943] predictions:    9739/  10000 (97.39%), best:    9764/10000 (97.64%), error:       861.52368, best error:       834.41180 on epoch:    45, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 78.8668746948s, input_fired_time: 0.8613524437, output_fired_time: 0.5487743020, propagate_forward_time: 31.4254379272, propagate_backward_time: 44.1554489136, weight_update_time: 0.0889381245, other_time: 1.8758621216
epoch time: 6.6149172783s, input_fired_time: 0.0933394209, output_fired_time: 0.0000000000, propagate_forward_time: 6.2115192413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100585938
validation[          , genome  6943] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       833.53827, best error:       833.53827 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 77.9137344360s, input_fired_time: 0.8579952717, output_fired_time: 0.5404483676, propagate_forward_time: 30.9702835083, propagate_backward_time: 43.7229461670, weight_update_time: 0.0978916436, other_time: 1.8220596313
epoch time: 6.5639219284s, input_fired_time: 0.0920386836, output_fired_time: 0.0000000000, propagate_forward_time: 6.1640324593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078508377
validation[          , genome  6943] predictions:    9691/  10000 (96.91%), best:    9756/10000 (97.56%), error:       998.44452, best error:       833.53827 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 77.7697372437s, input_fired_time: 0.8439969420, output_fired_time: 0.5394111872, propagate_forward_time: 30.9329891205, propagate_backward_time: 43.6413116455, weight_update_time: 0.0883176625, other_time: 1.8120269775
epoch time: 6.5527787209s, input_fired_time: 0.0928918794, output_fired_time: 0.0000000000, propagate_forward_time: 6.1521005630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077864647
validation[          , genome  6943] predictions:    9699/  10000 (96.99%), best:    9756/10000 (97.56%), error:       982.98468, best error:       833.53827 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 77.7668457031s, input_fired_time: 0.8620963097, output_fired_time: 0.5398766398, propagate_forward_time: 30.9293479919, propagate_backward_time: 43.6228256226, weight_update_time: 0.0889249742, other_time: 1.8126945496
epoch time: 6.6238241196s, input_fired_time: 0.0934216529, output_fired_time: 0.0000000000, propagate_forward_time: 6.2180366516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123660088
validation[          , genome  6943] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       915.35632, best error:       833.53827 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 77.8789978027s, input_fired_time: 0.8556988239, output_fired_time: 0.5406330228, propagate_forward_time: 30.9822006226, propagate_backward_time: 43.6728248596, weight_update_time: 0.0914241150, other_time: 1.8276405334
epoch time: 6.6220035553s, input_fired_time: 0.0983421504, output_fired_time: 0.0000000000, propagate_forward_time: 6.1985230446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251385689
validation[          , genome  6943] predictions:    9703/  10000 (97.03%), best:    9756/10000 (97.56%), error:       996.41656, best error:       833.53827 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 78.1180496216s, input_fired_time: 0.8545355797, output_fired_time: 0.5433016419, propagate_forward_time: 31.0256385803, propagate_backward_time: 43.8568000793, weight_update_time: 0.0914670825, other_time: 1.8377685547
epoch time: 6.6463131905s, input_fired_time: 0.0987000763, output_fired_time: 0.0000000000, propagate_forward_time: 6.2247509956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228621483
validation[          , genome  6943] predictions:    9727/  10000 (97.27%), best:    9756/10000 (97.56%), error:       945.79279, best error:       833.53827 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 79.4531402588s, input_fired_time: 0.8776877522, output_fired_time: 0.5528039932, propagate_forward_time: 31.4995136261, propagate_backward_time: 44.6378211975, weight_update_time: 0.0941922814, other_time: 1.8853187561
epoch time: 6.5649180412s, input_fired_time: 0.0937876776, output_fired_time: 0.0000000000, propagate_forward_time: 6.1622667313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088636398
validation[          , genome  6943] predictions:    9673/  10000 (96.73%), best:    9756/10000 (97.56%), error:      1109.79382, best error:       833.53827 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 78.2891464233s, input_fired_time: 0.8646939993, output_fired_time: 0.5401129723, propagate_forward_time: 31.0680599213, propagate_backward_time: 43.9867057800, weight_update_time: 0.0908951163, other_time: 1.8295707703
epoch time: 6.5430412292s, input_fired_time: 0.0924574807, output_fired_time: 0.0000000000, propagate_forward_time: 6.1422495842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083343506
validation[          , genome  6943] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       902.73499, best error:       833.53827 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 78.0171203613s, input_fired_time: 0.8572654724, output_fired_time: 0.5407262444, propagate_forward_time: 31.0404090881, propagate_backward_time: 43.7445945740, weight_update_time: 0.0903067887, other_time: 1.8341217041
epoch time: 6.5398950577s, input_fired_time: 0.0929099917, output_fired_time: 0.0000000000, propagate_forward_time: 6.1395330429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3074522018
validation[          , genome  6943] predictions:    9722/  10000 (97.22%), best:    9756/10000 (97.56%), error:       911.12616, best error:       833.53827 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 77.6669235229s, input_fired_time: 0.8450189233, output_fired_time: 0.5395119786, propagate_forward_time: 30.9066562653, propagate_backward_time: 43.5655136108, weight_update_time: 0.0894566551, other_time: 1.8102264404
epoch time: 6.7872271538s, input_fired_time: 0.0984533578, output_fired_time: 0.0000000000, propagate_forward_time: 6.3605475426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282260895
validation[          , genome  6943] predictions:    9743/  10000 (97.43%), best:    9756/10000 (97.56%), error:       863.35126, best error:       833.53827 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 77.8447723389s, input_fired_time: 0.8641082644, output_fired_time: 0.5403808355, propagate_forward_time: 30.9596824646, propagate_backward_time: 43.6437187195, weight_update_time: 0.0944153965, other_time: 1.8368835449
epoch time: 6.5473957062s, input_fired_time: 0.0942621902, output_fired_time: 0.0000000000, propagate_forward_time: 6.1423654556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107681274
validation[          , genome  6943] predictions:    9731/  10000 (97.31%), best:    9756/10000 (97.56%), error:       895.06335, best error:       833.53827 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 78.2659835815s, input_fired_time: 0.8546954393, output_fired_time: 0.5442910790, propagate_forward_time: 31.1113548279, propagate_backward_time: 43.9113616943, weight_update_time: 0.0918282717, other_time: 1.8442802429
epoch time: 6.6200885773s, input_fired_time: 0.0981740803, output_fired_time: 0.0000000000, propagate_forward_time: 6.2014470100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204674721
validation[          , genome  6943] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       899.19562, best error:       833.53827 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 78.3797149658s, input_fired_time: 0.8720201850, output_fired_time: 0.5450266600, propagate_forward_time: 31.1208667755, propagate_backward_time: 43.9826087952, weight_update_time: 0.0955941156, other_time: 1.8591957092
epoch time: 6.5759329796s, input_fired_time: 0.0974455774, output_fired_time: 0.0000000000, propagate_forward_time: 6.1604018211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180856705
validation[          , genome  6943] predictions:    9754/  10000 (97.54%), best:    9756/10000 (97.56%), error:       847.56421, best error:       833.53827 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 78.2606430054s, input_fired_time: 0.8684627414, output_fired_time: 0.5430486798, propagate_forward_time: 31.0430679321, propagate_backward_time: 43.9588737488, weight_update_time: 0.0954625681, other_time: 1.8471946716
epoch time: 6.6274695396s, input_fired_time: 0.0995066091, output_fired_time: 0.0000000000, propagate_forward_time: 6.2041168213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3238463402
validation[          , genome  6943] predictions:    9748/  10000 (97.48%), best:    9756/10000 (97.56%), error:       877.13513, best error:       833.53827 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 78.1548843384s, input_fired_time: 0.8541653156, output_fired_time: 0.5521400571, propagate_forward_time: 30.9567203522, propagate_backward_time: 43.9579811096, weight_update_time: 0.0920509622, other_time: 1.8338813782
epoch time: 6.8037195206s, input_fired_time: 0.0997747928, output_fired_time: 0.0000000000, propagate_forward_time: 6.3744063377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295383453
validation[          , genome  6943] predictions:    9732/  10000 (97.32%), best:    9756/10000 (97.56%), error:       874.32635, best error:       833.53827 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 78.2763748169s, input_fired_time: 0.8629336357, output_fired_time: 0.5421503782, propagate_forward_time: 31.1060428619, propagate_backward_time: 43.9221496582, weight_update_time: 0.0947138369, other_time: 1.8431015015
epoch time: 6.6462841034s, input_fired_time: 0.0988827571, output_fired_time: 0.0000000000, propagate_forward_time: 6.2197484970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276529312
validation[          , genome  6943] predictions:    9722/  10000 (97.22%), best:    9756/10000 (97.56%), error:       891.81226, best error:       833.53827 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 78.1601181030s, input_fired_time: 0.8616560102, output_fired_time: 0.5428173542, propagate_forward_time: 31.0027828217, propagate_backward_time: 43.9192276001, weight_update_time: 0.0936241895, other_time: 1.8336334229
epoch time: 6.6092276573s, input_fired_time: 0.0990218073, output_fired_time: 0.0000000000, propagate_forward_time: 6.1858544350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3243513107
validation[          , genome  6943] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       854.37073, best error:       833.53827 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 78.6440658569s, input_fired_time: 0.8566331863, output_fired_time: 0.5423279405, propagate_forward_time: 31.2859115601, propagate_backward_time: 44.1421775818, weight_update_time: 0.0915517285, other_time: 1.8170127869
epoch time: 6.5816917419s, input_fired_time: 0.0956558585, output_fired_time: 0.0000000000, propagate_forward_time: 6.1731562614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128795624
validation[          , genome  6943] predictions:    9761/  10000 (97.61%), best:    9756/10000 (97.56%), error:       845.15027, best error:       833.53827 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 78.1060638428s, input_fired_time: 0.8728041649, output_fired_time: 0.5425451994, propagate_forward_time: 30.9485225677, propagate_backward_time: 43.8913803101, weight_update_time: 0.0934169292, other_time: 1.8508148193
epoch time: 6.6586632729s, input_fired_time: 0.0949850008, output_fired_time: 0.0000000000, propagate_forward_time: 6.2487320900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149461746
validation[          , genome  6943] predictions:    9699/  10000 (96.99%), best:    9756/10000 (97.56%), error:       995.45093, best error:       833.53827 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 78.2101898193s, input_fired_time: 0.8819822669, output_fired_time: 0.5396296978, propagate_forward_time: 31.0733489990, propagate_backward_time: 43.8964805603, weight_update_time: 0.0916003287, other_time: 1.8187522888
epoch time: 6.5781693459s, input_fired_time: 0.0960533470, output_fired_time: 0.0000000000, propagate_forward_time: 6.1703462601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117699623
validation[          , genome  6943] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       964.01111, best error:       833.53827 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 78.0735473633s, input_fired_time: 0.8599700928, output_fired_time: 0.5650177598, propagate_forward_time: 30.9680957794, propagate_backward_time: 43.8424110413, weight_update_time: 0.0913831070, other_time: 1.8380546570
epoch time: 6.8144044876s, input_fired_time: 0.0961360931, output_fired_time: 0.0000000000, propagate_forward_time: 6.4054484367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128199577
validation[          , genome  6943] predictions:    9741/  10000 (97.41%), best:    9756/10000 (97.56%), error:       842.26971, best error:       833.53827 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 78.5350189209s, input_fired_time: 0.8779689074, output_fired_time: 0.5434616804, propagate_forward_time: 31.2230625153, propagate_backward_time: 43.9965515137, weight_update_time: 0.0963210911, other_time: 1.8939743042
epoch time: 6.6523575783s, input_fired_time: 0.1000393406, output_fired_time: 0.0000000000, propagate_forward_time: 6.2227988243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295192719
validation[          , genome  6943] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       919.18170, best error:       833.53827 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 78.2720718384s, input_fired_time: 0.8617524505, output_fired_time: 0.5433542728, propagate_forward_time: 31.0864448547, propagate_backward_time: 43.9258270264, weight_update_time: 0.0938498005, other_time: 1.8546867371
epoch time: 6.5997567177s, input_fired_time: 0.0971300080, output_fired_time: 0.0000000000, propagate_forward_time: 6.1911716461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114552498
validation[          , genome  6943] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       807.06476, best error:       807.06476 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 77.9829330444s, input_fired_time: 0.8666453362, output_fired_time: 0.5429739356, propagate_forward_time: 30.9853668213, propagate_backward_time: 43.7523536682, weight_update_time: 0.0931965634, other_time: 1.8355903625
epoch time: 6.6111869812s, input_fired_time: 0.1013573781, output_fired_time: 0.0000000000, propagate_forward_time: 6.1896953583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201341629
validation[          , genome  6943] predictions:    9720/  10000 (97.20%), best:    9748/10000 (97.48%), error:       945.82831, best error:       807.06476 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 78.2070541382s, input_fired_time: 0.8747215867, output_fired_time: 0.5446927547, propagate_forward_time: 31.0055618286, propagate_backward_time: 43.9139671326, weight_update_time: 0.0961137936, other_time: 1.8681068420
epoch time: 6.6813368797s, input_fired_time: 0.1001764685, output_fired_time: 0.0000000000, propagate_forward_time: 6.2493271828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3318333626
validation[          , genome  6943] predictions:    9697/  10000 (96.97%), best:    9748/10000 (97.48%), error:       974.25354, best error:       807.06476 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 77.8832473755s, input_fired_time: 0.8650038838, output_fired_time: 0.5412554145, propagate_forward_time: 30.9440917969, propagate_backward_time: 43.7135200500, weight_update_time: 0.0905890018, other_time: 1.8193778992
epoch time: 6.5368351936s, input_fired_time: 0.0948549137, output_fired_time: 0.0000000000, propagate_forward_time: 6.1335563660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084239960
validation[          , genome  6943] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       891.57635, best error:       807.06476 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 77.7238616943s, input_fired_time: 0.8530785441, output_fired_time: 0.5390148163, propagate_forward_time: 30.8899383545, propagate_backward_time: 43.6350822449, weight_update_time: 0.0904112831, other_time: 1.8067436218
epoch time: 6.6778826714s, input_fired_time: 0.0977097005, output_fired_time: 0.0000000000, propagate_forward_time: 6.2561421394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240308762
validation[          , genome  6943] predictions:    9685/  10000 (96.85%), best:    9748/10000 (97.48%), error:       996.89752, best error:       807.06476 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 78.5761337280s, input_fired_time: 0.8680549264, output_fired_time: 0.5439822674, propagate_forward_time: 31.2282180786, propagate_backward_time: 44.0897331238, weight_update_time: 0.0935530886, other_time: 1.8461418152
epoch time: 6.6521000862s, input_fired_time: 0.1004541293, output_fired_time: 0.0000000000, propagate_forward_time: 6.2280139923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236317635
validation[          , genome  6943] predictions:    9723/  10000 (97.23%), best:    9748/10000 (97.48%), error:       915.22546, best error:       807.06476 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 77.8560638428s, input_fired_time: 0.8506124616, output_fired_time: 0.5693964362, propagate_forward_time: 30.9474849701, propagate_backward_time: 43.6972045898, weight_update_time: 0.0905154571, other_time: 1.7913665771
epoch time: 6.5729756355s, input_fired_time: 0.0961240381, output_fired_time: 0.0000000000, propagate_forward_time: 6.1660189629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108325005
validation[          , genome  6943] predictions:    9718/  10000 (97.18%), best:    9748/10000 (97.48%), error:       935.42139, best error:       807.06476 on epoch:    94, 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: 33.2558479309s, input_fired_time: 0.4917159975, output_fired_time: 0.0000000000, propagate_forward_time: 31.1332607269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6308727264
best training[          , genome  6943] predictions:   49710/  50000 (99.42%), best:    9748/10000 (97.48%), error:      1286.74902, best error:       807.06476 on epoch:    94, 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: 6.5728464127s, input_fired_time: 0.0941061601, output_fired_time: 0.0000000000, propagate_forward_time: 6.1669239998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118162155
   testing[          , genome  6943] predictions:    9775/  10000 (97.75%), best:    9748/10000 (97.48%), error:       725.91022, best error:       807.06476 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:55:19 (24767): called boinc_finish(0)

</stderr_txt>
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