Nameexact_genome_1512568488_42_6532_1
Workunit2603849
Created7 Dec 2017, 20:16:34 UTC
Sent7 Dec 2017, 20:21:49 UTC
Report deadline14 Dec 2017, 11:13:10 UTC
Received8 Dec 2017, 6:31:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time2 hours 37 min 56 sec
CPU time2 hours 33 min 47 sec
Validate stateValid
Credit1,654.75
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size125.35 MB
Peak swap size2,590.43 MB
Peak disk usage1.46 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 86.5586929321s, input_fired_time: 0.7842169404, output_fired_time: 0.5597429872, propagate_forward_time: 29.9375343323, propagate_backward_time: 53.3437385559, weight_update_time: 0.1234998330, other_time: 1.9334564209
epoch time: 6.4609518051s, input_fired_time: 0.1053430960, output_fired_time: 0.0000000000, propagate_forward_time: 6.0040540695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515548706
validation[          , genome  6532] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       932.39569, best error:       932.39569 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.6707534790s, input_fired_time: 0.7802983522, output_fired_time: 0.5675992370, propagate_forward_time: 29.8666095734, propagate_backward_time: 53.5073928833, weight_update_time: 0.1240691990, other_time: 1.9488601685
epoch time: 6.4639673233s, input_fired_time: 0.1034909114, output_fired_time: 0.0000000000, propagate_forward_time: 6.0026073456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578691483
validation[          , genome  6532] predictions:    9625/  10000 (96.25%), best:    9709/10000 (97.09%), error:      1171.45935, best error:       932.39569 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.9000701904s, input_fired_time: 0.7984720469, output_fired_time: 0.5622715950, propagate_forward_time: 29.9959640503, propagate_backward_time: 53.5958747864, weight_update_time: 0.1227681860, other_time: 1.9474906921
epoch time: 6.4792985916s, input_fired_time: 0.1029785872, output_fired_time: 0.0000000000, propagate_forward_time: 6.0293684006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469514847
validation[          , genome  6532] predictions:    9704/  10000 (97.04%), best:    9709/10000 (97.09%), error:       983.28522, best error:       932.39569 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 86.7079849243s, input_fired_time: 0.7844873071, output_fired_time: 0.5668837428, propagate_forward_time: 29.9522418976, propagate_backward_time: 53.4721755981, weight_update_time: 0.1243630946, other_time: 1.9321975708
epoch time: 6.4524941444s, input_fired_time: 0.1027162001, output_fired_time: 0.0000000000, propagate_forward_time: 5.9987840652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509941101
validation[          , genome  6532] predictions:    9677/  10000 (96.77%), best:    9709/10000 (97.09%), error:      1071.76001, best error:       932.39569 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 86.8884201050s, input_fired_time: 0.7965451479, output_fired_time: 0.5639032722, propagate_forward_time: 29.9940643311, propagate_backward_time: 53.6054267883, weight_update_time: 0.1203277558, other_time: 1.9284782410
epoch time: 6.4275894165s, input_fired_time: 0.1027797833, output_fired_time: 0.0000000000, propagate_forward_time: 5.9784879684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463215828
validation[          , genome  6532] predictions:    9665/  10000 (96.65%), best:    9709/10000 (97.09%), error:      1054.95752, best error:       932.39569 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 86.3928604126s, input_fired_time: 0.7926207781, output_fired_time: 0.5614598989, propagate_forward_time: 29.8387851715, propagate_backward_time: 53.2727470398, weight_update_time: 0.1197503954, other_time: 1.9272499084
epoch time: 6.4518504143s, input_fired_time: 0.1019128487, output_fired_time: 0.0000000000, propagate_forward_time: 5.9990720749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508653641
validation[          , genome  6532] predictions:    9657/  10000 (96.57%), best:    9709/10000 (97.09%), error:      1071.91626, best error:       932.39569 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 86.6222000122s, input_fired_time: 0.7922948599, output_fired_time: 0.5650459528, propagate_forward_time: 29.8955459595, propagate_backward_time: 53.4268150330, weight_update_time: 0.1186801866, other_time: 1.9424934387
epoch time: 6.3859581947s, input_fired_time: 0.1060691923, output_fired_time: 0.0000000000, propagate_forward_time: 5.9297103882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501787186
validation[          , genome  6532] predictions:    9645/  10000 (96.45%), best:    9709/10000 (97.09%), error:      1059.83215, best error:       932.39569 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 86.5350112915s, input_fired_time: 0.7912547588, output_fired_time: 0.5694520473, propagate_forward_time: 29.8032398224, propagate_backward_time: 53.4177513123, weight_update_time: 0.1291662753, other_time: 1.9533195496
epoch time: 6.4607124329s, input_fired_time: 0.1027435809, output_fired_time: 0.0000000000, propagate_forward_time: 6.0086793900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492894173
validation[          , genome  6532] predictions:    9669/  10000 (96.69%), best:    9709/10000 (97.09%), error:      1097.94238, best error:       932.39569 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 87.0241241455s, input_fired_time: 0.7862663269, output_fired_time: 0.5735251307, propagate_forward_time: 29.9480876923, propagate_backward_time: 53.7655601501, weight_update_time: 0.1215748042, other_time: 1.9506797791
epoch time: 6.4505925179s, input_fired_time: 0.1022074297, output_fired_time: 0.0000000000, propagate_forward_time: 5.9955725670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528122902
validation[          , genome  6532] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       929.09534, best error:       929.09534 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 86.9545593262s, input_fired_time: 0.7891578674, output_fired_time: 0.5673655272, propagate_forward_time: 29.9960651398, propagate_backward_time: 53.6481475830, weight_update_time: 0.1202017367, other_time: 1.9538269043
epoch time: 6.4448542595s, input_fired_time: 0.1034272164, output_fired_time: 0.0000000000, propagate_forward_time: 5.9889616966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524651527
validation[          , genome  6532] predictions:    9696/  10000 (96.96%), best:    9710/10000 (97.10%), error:      1002.28778, best error:       929.09534 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 87.0153579712s, input_fired_time: 0.7898988128, output_fired_time: 0.5613089800, propagate_forward_time: 29.9893817902, propagate_backward_time: 53.7310600281, weight_update_time: 0.1218793616, other_time: 1.9437065125
epoch time: 6.4870800972s, input_fired_time: 0.1071215570, output_fired_time: 0.0000000000, propagate_forward_time: 6.0234537125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565049171
validation[          , genome  6532] predictions:    9704/  10000 (97.04%), best:    9710/10000 (97.10%), error:       941.93317, best error:       929.09534 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 86.7571716309s, input_fired_time: 0.7977860570, output_fired_time: 0.5718910694, propagate_forward_time: 30.0180797577, propagate_backward_time: 53.4373626709, weight_update_time: 0.1215601340, other_time: 1.9320526123
epoch time: 6.4220757484s, input_fired_time: 0.1059187055, output_fired_time: 0.0000000000, propagate_forward_time: 5.9641795158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519773483
validation[          , genome  6532] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       911.21808, best error:       911.21808 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 86.7011413574s, input_fired_time: 0.7873363495, output_fired_time: 0.5637749434, propagate_forward_time: 29.9332141876, propagate_backward_time: 53.4763221741, weight_update_time: 0.1212445647, other_time: 1.9404945374
epoch time: 6.4699273109s, input_fired_time: 0.1043065488, output_fired_time: 0.0000000000, propagate_forward_time: 6.0115170479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541035652
validation[          , genome  6532] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       870.52026, best error:       870.52026 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 86.9740905762s, input_fired_time: 0.8040627837, output_fired_time: 0.5740785003, propagate_forward_time: 30.0024013519, propagate_backward_time: 53.6516838074, weight_update_time: 0.1201112941, other_time: 1.9418601990
epoch time: 6.4914903641s, input_fired_time: 0.1019255593, output_fired_time: 0.0000000000, propagate_forward_time: 6.0367279053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528370857
validation[          , genome  6532] predictions:    9692/  10000 (96.92%), best:    9723/10000 (97.23%), error:      1019.28510, best error:       870.52026 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 86.8822708130s, input_fired_time: 0.7936875224, output_fired_time: 0.5679675341, propagate_forward_time: 30.0261993408, propagate_backward_time: 53.5531578064, weight_update_time: 0.1230847090, other_time: 1.9412574768
epoch time: 6.4999265671s, input_fired_time: 0.1088679880, output_fired_time: 0.0000000000, propagate_forward_time: 6.0431261063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479323387
validation[          , genome  6532] predictions:    9679/  10000 (96.79%), best:    9723/10000 (97.23%), error:      1033.17761, best error:       870.52026 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 87.0146865845s, input_fired_time: 0.7882412672, output_fired_time: 0.5709012151, propagate_forward_time: 30.0728492737, propagate_backward_time: 53.6331481934, weight_update_time: 0.1202996075, other_time: 1.9495506287
epoch time: 6.3978748322s, input_fired_time: 0.1024475396, output_fired_time: 0.0000000000, propagate_forward_time: 5.9448456764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505816460
validation[          , genome  6532] predictions:    9681/  10000 (96.81%), best:    9723/10000 (97.23%), error:      1048.04272, best error:       870.52026 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 86.9888381958s, input_fired_time: 0.7986431122, output_fired_time: 0.5636977553, propagate_forward_time: 29.9855957031, propagate_backward_time: 53.7058601379, weight_update_time: 0.1219543368, other_time: 1.9350395203
epoch time: 6.4701476097s, input_fired_time: 0.1052747890, output_fired_time: 0.0000000000, propagate_forward_time: 6.0177445412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471283913
validation[          , genome  6532] predictions:    9671/  10000 (96.71%), best:    9723/10000 (97.23%), error:      1046.22888, best error:       870.52026 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 87.0608367920s, input_fired_time: 0.7971630096, output_fired_time: 0.5712209940, propagate_forward_time: 30.0828933716, propagate_backward_time: 53.6523132324, weight_update_time: 0.1196852177, other_time: 1.9572448730
epoch time: 6.4590673447s, input_fired_time: 0.1119937748, output_fired_time: 0.0000000000, propagate_forward_time: 5.9950046539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520689011
validation[          , genome  6532] predictions:    9721/  10000 (97.21%), best:    9723/10000 (97.23%), error:       885.69000, best error:       870.52026 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 87.0373229980s, input_fired_time: 0.7934915423, output_fired_time: 0.5625318885, propagate_forward_time: 30.0740394592, propagate_backward_time: 53.6652603149, weight_update_time: 0.1267118752, other_time: 1.9419975281
epoch time: 6.4751644135s, input_fired_time: 0.1079744697, output_fired_time: 0.0000000000, propagate_forward_time: 6.0165128708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506770134
validation[          , genome  6532] predictions:    9715/  10000 (97.15%), best:    9723/10000 (97.23%), error:       904.21313, best error:       870.52026 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 86.5753173828s, input_fired_time: 0.7851362228, output_fired_time: 0.5604230165, propagate_forward_time: 29.8512992859, propagate_backward_time: 53.4417190552, weight_update_time: 0.1232996285, other_time: 1.9367408752
epoch time: 6.4784941673s, input_fired_time: 0.1060435250, output_fired_time: 0.0000000000, propagate_forward_time: 6.0182986259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541522026
validation[          , genome  6532] predictions:    9731/  10000 (97.31%), best:    9723/10000 (97.23%), error:       891.37750, best error:       870.52026 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 87.0238571167s, input_fired_time: 0.7972298265, output_fired_time: 0.5690262914, propagate_forward_time: 30.0876464844, propagate_backward_time: 53.6368522644, weight_update_time: 0.1227308735, other_time: 1.9331016541
epoch time: 6.6175942421s, input_fired_time: 0.1036623046, output_fired_time: 0.0000000000, propagate_forward_time: 6.1517457962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621859550
validation[          , genome  6532] predictions:    9733/  10000 (97.33%), best:    9723/10000 (97.23%), error:       880.15497, best error:       870.52026 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 86.9407348633s, input_fired_time: 0.7943625450, output_fired_time: 0.5663075447, propagate_forward_time: 30.0606956482, propagate_backward_time: 53.5807037354, weight_update_time: 0.1219651923, other_time: 1.9386634827
epoch time: 6.4802136421s, input_fired_time: 0.1037557945, output_fired_time: 0.0000000000, propagate_forward_time: 6.0190787315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573789597
validation[          , genome  6532] predictions:    9706/  10000 (97.06%), best:    9723/10000 (97.23%), error:       958.53693, best error:       870.52026 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 86.8237457275s, input_fired_time: 0.7874716520, output_fired_time: 0.5626779199, propagate_forward_time: 29.9199733734, propagate_backward_time: 53.6210441589, weight_update_time: 0.1203200817, other_time: 1.9325828552
epoch time: 6.4166674614s, input_fired_time: 0.1048400179, output_fired_time: 0.0000000000, propagate_forward_time: 5.9633736610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484539986
validation[          , genome  6532] predictions:    9713/  10000 (97.13%), best:    9723/10000 (97.23%), error:       945.38745, best error:       870.52026 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 86.7777404785s, input_fired_time: 0.7960842252, output_fired_time: 0.5690627694, propagate_forward_time: 29.9768218994, propagate_backward_time: 53.5149803162, weight_update_time: 0.1200897917, other_time: 1.9207954407
epoch time: 6.4708886147s, input_fired_time: 0.1086392626, output_fired_time: 0.0000000000, propagate_forward_time: 6.0013899803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608593941
validation[          , genome  6532] predictions:    9653/  10000 (96.53%), best:    9723/10000 (97.23%), error:      1133.67358, best error:       870.52026 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 86.9392013550s, input_fired_time: 0.8026943207, output_fired_time: 0.5671895146, propagate_forward_time: 29.9839496613, propagate_backward_time: 53.6544609070, weight_update_time: 0.1232659891, other_time: 1.9309043884
epoch time: 6.4536576271s, input_fired_time: 0.1067125276, output_fired_time: 0.0000000000, propagate_forward_time: 5.9944629669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524823189
validation[          , genome  6532] predictions:    9627/  10000 (96.27%), best:    9723/10000 (97.23%), error:      1222.29858, best error:       870.52026 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 87.0355911255s, input_fired_time: 0.8046903610, output_fired_time: 0.5699771047, propagate_forward_time: 30.0061988831, propagate_backward_time: 53.7142791748, weight_update_time: 0.1230388880, other_time: 1.9404487610
epoch time: 6.4492497444s, input_fired_time: 0.1023038030, output_fired_time: 0.0000000000, propagate_forward_time: 5.9996228218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473229408
validation[          , genome  6532] predictions:    9720/  10000 (97.20%), best:    9723/10000 (97.23%), error:       931.39478, best error:       870.52026 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 86.9062805176s, input_fired_time: 0.7963848710, output_fired_time: 0.5766319036, propagate_forward_time: 29.9566268921, propagate_backward_time: 53.6531867981, weight_update_time: 0.1218389273, other_time: 1.9234504700
epoch time: 6.4166302681s, input_fired_time: 0.1042880192, output_fired_time: 0.0000000000, propagate_forward_time: 5.9646863937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476557732
validation[          , genome  6532] predictions:    9726/  10000 (97.26%), best:    9723/10000 (97.23%), error:       904.96124, best error:       870.52026 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 87.1919860840s, input_fired_time: 0.8062347770, output_fired_time: 0.5744598508, propagate_forward_time: 30.0568256378, propagate_backward_time: 53.8273887634, weight_update_time: 0.1212094575, other_time: 1.9270744324
epoch time: 6.4169621468s, input_fired_time: 0.1076369807, output_fired_time: 0.0000000000, propagate_forward_time: 5.9583888054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509364128
validation[          , genome  6532] predictions:    9688/  10000 (96.88%), best:    9723/10000 (97.23%), error:      1076.20142, best error:       870.52026 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 86.9264602661s, input_fired_time: 0.7954142690, output_fired_time: 0.5624336600, propagate_forward_time: 30.0095672607, propagate_backward_time: 53.6284255981, weight_update_time: 0.1213347763, other_time: 1.9306182861
epoch time: 6.4797959328s, input_fired_time: 0.1113896072, output_fired_time: 0.0000000000, propagate_forward_time: 6.0163102150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520960808
validation[          , genome  6532] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       853.91669, best error:       853.91669 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 86.9238967896s, input_fired_time: 0.8028530478, output_fired_time: 0.5660334826, propagate_forward_time: 30.0644741058, propagate_backward_time: 53.5463676453, weight_update_time: 0.1233756840, other_time: 1.9441642761
epoch time: 6.4673180580s, input_fired_time: 0.1046484411, output_fired_time: 0.0000000000, propagate_forward_time: 6.0160508156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466186523
validation[          , genome  6532] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       909.40991, best error:       853.91669 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 87.0844268799s, input_fired_time: 0.8003007770, output_fired_time: 0.5737273693, propagate_forward_time: 30.1149597168, propagate_backward_time: 53.6567153931, weight_update_time: 0.1214997917, other_time: 1.9387207031
epoch time: 6.4090480804s, input_fired_time: 0.1035990044, output_fired_time: 0.0000000000, propagate_forward_time: 5.9558029175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496460915
validation[          , genome  6532] predictions:    9700/  10000 (97.00%), best:    9747/10000 (97.47%), error:       961.68982, best error:       853.91669 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 87.1612548828s, input_fired_time: 0.8218582273, output_fired_time: 0.5757312179, propagate_forward_time: 30.0874633789, propagate_backward_time: 53.7450714111, weight_update_time: 0.1188293621, other_time: 1.9311294556
epoch time: 6.4815568924s, input_fired_time: 0.1087903678, output_fired_time: 0.0000000000, propagate_forward_time: 6.0284643173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443021774
validation[          , genome  6532] predictions:    9681/  10000 (96.81%), best:    9747/10000 (97.47%), error:      1102.10144, best error:       853.91669 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 86.9344253540s, input_fired_time: 0.8085262775, output_fired_time: 0.5674995184, propagate_forward_time: 29.9162940979, propagate_backward_time: 53.7048416138, weight_update_time: 0.1208345443, other_time: 1.9372673035
epoch time: 6.4573764801s, input_fired_time: 0.1037224159, output_fired_time: 0.0000000000, propagate_forward_time: 6.0055127144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481411934
validation[          , genome  6532] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       814.61121, best error:       814.61121 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 87.0386123657s, input_fired_time: 0.8100417852, output_fired_time: 0.5672451854, propagate_forward_time: 29.9645118713, propagate_backward_time: 53.7496833801, weight_update_time: 0.1269247383, other_time: 1.9471282959
epoch time: 6.4422831535s, input_fired_time: 0.1040014625, output_fired_time: 0.0000000000, propagate_forward_time: 5.9802246094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580570221
validation[          , genome  6532] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:      1022.63269, best error:       814.61121 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.7723388672s, input_fired_time: 0.8212955594, output_fired_time: 0.5696221590, propagate_forward_time: 29.9504089355, propagate_backward_time: 53.5063514709, weight_update_time: 0.1247380599, other_time: 1.9246559143
epoch time: 6.5398716927s, input_fired_time: 0.1054071039, output_fired_time: 0.0000000000, propagate_forward_time: 6.0784163475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560481071
validation[          , genome  6532] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       937.05017, best error:       814.61121 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 86.8706359863s, input_fired_time: 0.8033609390, output_fired_time: 0.5707949400, propagate_forward_time: 30.0048923492, propagate_backward_time: 53.5633010864, weight_update_time: 0.1200208515, other_time: 1.9282913208
epoch time: 6.4580016136s, input_fired_time: 0.1045747623, output_fired_time: 0.0000000000, propagate_forward_time: 6.0051336288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482933044
validation[          , genome  6532] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       940.81116, best error:       814.61121 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 86.9710311890s, input_fired_time: 0.8117208481, output_fired_time: 0.5628309250, propagate_forward_time: 29.9966297150, propagate_backward_time: 53.6716308594, weight_update_time: 0.1186024547, other_time: 1.9282226562
epoch time: 6.5557184219s, input_fired_time: 0.1056675464, output_fired_time: 0.0000000000, propagate_forward_time: 6.0964026451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536481857
validation[          , genome  6532] predictions:    9675/  10000 (96.75%), best:    9748/10000 (97.48%), error:      1061.98694, best error:       814.61121 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 86.8475112915s, input_fired_time: 0.8089625239, output_fired_time: 0.5711989403, propagate_forward_time: 29.9699649811, propagate_backward_time: 53.5578231812, weight_update_time: 0.1190023795, other_time: 1.9395675659
epoch time: 6.4451270103s, input_fired_time: 0.1132087260, output_fired_time: 0.0000000000, propagate_forward_time: 5.9836645126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482537270
validation[          , genome  6532] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       877.44427, best error:       814.61121 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 87.0000381470s, input_fired_time: 0.8061624765, output_fired_time: 0.5629442930, propagate_forward_time: 30.0047245026, propagate_backward_time: 53.6788253784, weight_update_time: 0.1195871308, other_time: 1.9473876953
epoch time: 6.4507474899s, input_fired_time: 0.1058402583, output_fired_time: 0.0000000000, propagate_forward_time: 5.9851450920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597621918
validation[          , genome  6532] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       954.43433, best error:       814.61121 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 87.0737838745s, input_fired_time: 0.8013727069, output_fired_time: 0.5682570338, propagate_forward_time: 30.0708751678, propagate_backward_time: 53.6939392090, weight_update_time: 0.1201901510, other_time: 1.9393310547
epoch time: 6.4625411034s, input_fired_time: 0.1066022441, output_fired_time: 0.0000000000, propagate_forward_time: 6.0057206154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502182961
validation[          , genome  6532] predictions:    9759/  10000 (97.59%), best:    9748/10000 (97.48%), error:       838.52283, best error:       814.61121 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.3641433716s, input_fired_time: 0.8160190582, output_fired_time: 0.5656700134, propagate_forward_time: 30.2370738983, propagate_backward_time: 53.7984695435, weight_update_time: 0.1239108071, other_time: 1.9469070435
epoch time: 6.5131969452s, input_fired_time: 0.1060861722, output_fired_time: 0.0000000000, propagate_forward_time: 6.0466451645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604655266
validation[          , genome  6532] predictions:    9739/  10000 (97.39%), best:    9748/10000 (97.48%), error:       896.67297, best error:       814.61121 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 86.7404479980s, input_fired_time: 0.8064332604, output_fired_time: 0.5688201189, propagate_forward_time: 29.9192256927, propagate_backward_time: 53.5096397400, weight_update_time: 0.1262990832, other_time: 1.9363288879
epoch time: 6.4694104195s, input_fired_time: 0.1110804752, output_fired_time: 0.0000000000, propagate_forward_time: 6.0061788559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521509171
validation[          , genome  6532] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       864.37097, best error:       814.61121 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 86.6950531006s, input_fired_time: 0.8090705872, output_fired_time: 0.5721879005, propagate_forward_time: 29.9275341034, propagate_backward_time: 53.4477577209, weight_update_time: 0.1255662888, other_time: 1.9385032654
epoch time: 6.4935622215s, input_fired_time: 0.1058151200, output_fired_time: 0.0000000000, propagate_forward_time: 6.0244312286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633160591
validation[          , genome  6532] predictions:    9754/  10000 (97.54%), best:    9748/10000 (97.48%), error:       824.20557, best error:       814.61121 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 86.8473434448s, input_fired_time: 0.8089265823, output_fired_time: 0.5668622255, propagate_forward_time: 29.9351119995, propagate_backward_time: 53.6095695496, weight_update_time: 0.1187004969, other_time: 1.9268684387
epoch time: 6.5384464264s, input_fired_time: 0.1136892140, output_fired_time: 0.0000000000, propagate_forward_time: 6.0762991905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484578133
validation[          , genome  6532] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       937.24048, best error:       814.61121 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 87.0538406372s, input_fired_time: 0.8142223954, output_fired_time: 0.5747184157, propagate_forward_time: 30.0755786896, propagate_backward_time: 53.6616935730, weight_update_time: 0.1214666516, other_time: 1.9276313782
epoch time: 6.4351916313s, input_fired_time: 0.1062187105, output_fired_time: 0.0000000000, propagate_forward_time: 5.9757304192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532423973
validation[          , genome  6532] predictions:    9741/  10000 (97.41%), best:    9748/10000 (97.48%), error:       861.50586, best error:       814.61121 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 86.6478500366s, input_fired_time: 0.8182046413, output_fired_time: 0.5677897930, propagate_forward_time: 29.9058227539, propagate_backward_time: 53.4164199829, weight_update_time: 0.1213167161, other_time: 1.9396133423
epoch time: 6.4564480782s, input_fired_time: 0.1087774262, output_fired_time: 0.0000000000, propagate_forward_time: 5.9924578667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552126884
validation[          , genome  6532] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       886.85950, best error:       814.61121 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 86.9531936646s, input_fired_time: 0.8153468370, output_fired_time: 0.5688103437, propagate_forward_time: 29.9827404022, propagate_backward_time: 53.6477890015, weight_update_time: 0.1253554374, other_time: 1.9385070801
epoch time: 6.4629554749s, input_fired_time: 0.1088194549, output_fired_time: 0.0000000000, propagate_forward_time: 5.9981899261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559460640
validation[          , genome  6532] predictions:    9720/  10000 (97.20%), best:    9748/10000 (97.48%), error:       922.12622, best error:       814.61121 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 86.6519470215s, input_fired_time: 0.8257879615, output_fired_time: 0.5619493127, propagate_forward_time: 29.8636074066, propagate_backward_time: 53.4480743408, weight_update_time: 0.1197132915, other_time: 1.9525222778
epoch time: 6.5207691193s, input_fired_time: 0.1069716811, output_fired_time: 0.0000000000, propagate_forward_time: 6.0633440018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504533768
validation[          , genome  6532] predictions:    9692/  10000 (96.92%), best:    9748/10000 (97.48%), error:       947.00403, best error:       814.61121 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 86.8580169678s, input_fired_time: 0.8123698235, output_fired_time: 0.5684323907, propagate_forward_time: 29.9251365662, propagate_backward_time: 53.6163139343, weight_update_time: 0.1266939193, other_time: 1.9357604980
epoch time: 6.4606075287s, input_fired_time: 0.1105123013, output_fired_time: 0.0000000000, propagate_forward_time: 5.9922227859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578724861
validation[          , genome  6532] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       901.81592, best error:       814.61121 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 87.2900314331s, input_fired_time: 0.8229200244, output_fired_time: 0.5609714389, propagate_forward_time: 30.1418457031, propagate_backward_time: 53.8217926025, weight_update_time: 0.1212834641, other_time: 1.9424972534
epoch time: 6.4674754143s, input_fired_time: 0.1091769859, output_fired_time: 0.0000000000, propagate_forward_time: 5.9924626350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658356667
validation[          , genome  6532] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       967.55280, best error:       814.61121 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 86.7478408813s, input_fired_time: 0.8200016022, output_fired_time: 0.5569722056, propagate_forward_time: 29.9240455627, propagate_backward_time: 53.5150680542, weight_update_time: 0.1197727844, other_time: 1.9317588806
epoch time: 6.4837269783s, input_fired_time: 0.1122744158, output_fired_time: 0.0000000000, propagate_forward_time: 6.0204505920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510017395
validation[          , genome  6532] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       921.66602, best error:       814.61121 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 86.6731872559s, input_fired_time: 0.8100998402, output_fired_time: 0.5649830103, propagate_forward_time: 29.9360122681, propagate_backward_time: 53.4315490723, weight_update_time: 0.1264029741, other_time: 1.9305496216
epoch time: 6.4671964645s, input_fired_time: 0.1085218042, output_fired_time: 0.0000000000, propagate_forward_time: 5.9965219498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621525764
validation[          , genome  6532] predictions:    9694/  10000 (96.94%), best:    9748/10000 (97.48%), error:       995.87915, best error:       814.61121 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.6581649780s, input_fired_time: 0.8099591732, output_fired_time: 0.5577573180, propagate_forward_time: 29.9224452972, propagate_backward_time: 53.4350776672, weight_update_time: 0.1302550733, other_time: 1.9329261780
epoch time: 6.3888554573s, input_fired_time: 0.1088912562, output_fired_time: 0.0000000000, propagate_forward_time: 5.9321904182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477735519
validation[          , genome  6532] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       912.50812, best error:       814.61121 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 86.9966812134s, input_fired_time: 0.8221790791, output_fired_time: 0.5620557666, propagate_forward_time: 30.0083141327, propagate_backward_time: 53.6706771851, weight_update_time: 0.1204447150, other_time: 1.9334487915
epoch time: 6.4670052528s, input_fired_time: 0.1055221111, output_fired_time: 0.0000000000, propagate_forward_time: 6.0137019157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477811813
validation[          , genome  6532] predictions:    9673/  10000 (96.73%), best:    9748/10000 (97.48%), error:      1036.91418, best error:       814.61121 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 86.8333511353s, input_fired_time: 0.8121284246, output_fired_time: 0.5693362951, propagate_forward_time: 29.9883861542, propagate_backward_time: 53.5338172913, weight_update_time: 0.1219404191, other_time: 1.9296836853
epoch time: 6.4528975487s, input_fired_time: 0.1113958955, output_fired_time: 0.0000000000, propagate_forward_time: 5.9904646873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510370255
validation[          , genome  6532] predictions:    9706/  10000 (97.06%), best:    9748/10000 (97.48%), error:       985.98145, best error:       814.61121 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 86.8266067505s, input_fired_time: 0.8160623908, output_fired_time: 0.5639518499, propagate_forward_time: 30.0117378235, propagate_backward_time: 53.4969024658, weight_update_time: 0.1192969307, other_time: 1.9379539490
epoch time: 6.4482073784s, input_fired_time: 0.1123393103, output_fired_time: 0.0000000000, propagate_forward_time: 5.9849791527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508887291
validation[          , genome  6532] predictions:    9717/  10000 (97.17%), best:    9748/10000 (97.48%), error:       927.37482, best error:       814.61121 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 86.6812896729s, input_fired_time: 0.8044760823, output_fired_time: 0.5655571818, propagate_forward_time: 29.8512287140, propagate_backward_time: 53.5285491943, weight_update_time: 0.1195460185, other_time: 1.9314804077
epoch time: 6.4595389366s, input_fired_time: 0.1071942076, output_fired_time: 0.0000000000, propagate_forward_time: 6.0044450760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478994370
validation[          , genome  6532] predictions:    9703/  10000 (97.03%), best:    9748/10000 (97.48%), error:       957.46710, best error:       814.61121 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 86.6971588135s, input_fired_time: 0.8187570572, output_fired_time: 0.5624610782, propagate_forward_time: 29.8890895844, propagate_backward_time: 53.4841079712, weight_update_time: 0.1208896190, other_time: 1.9427413940
epoch time: 6.4632577896s, input_fired_time: 0.1104447842, output_fired_time: 0.0000000000, propagate_forward_time: 6.0011267662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516860008
validation[          , genome  6532] predictions:    9703/  10000 (97.03%), best:    9748/10000 (97.48%), error:       994.69324, best error:       814.61121 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 86.7240066528s, input_fired_time: 0.8130697608, output_fired_time: 0.5731138587, propagate_forward_time: 29.9334411621, propagate_backward_time: 53.4638519287, weight_update_time: 0.1235126629, other_time: 1.9405288696
epoch time: 6.5113754272s, input_fired_time: 0.1090952978, output_fired_time: 0.0000000000, propagate_forward_time: 6.0485801697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537001610
validation[          , genome  6532] predictions:    9746/  10000 (97.46%), best:    9748/10000 (97.48%), error:       836.26349, best error:       814.61121 on epoch:    46, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.5368194580s, input_fired_time: 0.8096900582, output_fired_time: 0.5626990199, propagate_forward_time: 29.8239974976, propagate_backward_time: 53.4066085815, weight_update_time: 0.1238006949, other_time: 1.9338226318
epoch time: 6.4529628754s, input_fired_time: 0.1057367027, output_fired_time: 0.0000000000, propagate_forward_time: 5.9980287552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491973877
validation[          , genome  6532] predictions:    9672/  10000 (96.72%), best:    9748/10000 (97.48%), error:      1099.36633, best error:       814.61121 on epoch:    46, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 86.9768905640s, input_fired_time: 0.8141538501, output_fired_time: 0.5670772791, propagate_forward_time: 30.1188583374, propagate_backward_time: 53.5448646545, weight_update_time: 0.1195916459, other_time: 1.9319343567
epoch time: 6.4481234550s, input_fired_time: 0.1111276597, output_fired_time: 0.0000000000, propagate_forward_time: 5.9889173508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480782509
validation[          , genome  6532] predictions:    9743/  10000 (97.43%), best:    9748/10000 (97.48%), error:       853.45703, best error:       814.61121 on epoch:    46, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 86.7865219116s, input_fired_time: 0.8291447759, output_fired_time: 0.5825636983, propagate_forward_time: 29.9615898132, propagate_backward_time: 53.4604110718, weight_update_time: 0.1215477213, other_time: 1.9528083801
epoch time: 6.4592947960s, input_fired_time: 0.1097803637, output_fired_time: 0.0000000000, propagate_forward_time: 6.0028586388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466558456
validation[          , genome  6532] predictions:    9732/  10000 (97.32%), best:    9748/10000 (97.48%), error:       883.91907, best error:       814.61121 on epoch:    46, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 87.0014343262s, input_fired_time: 0.8254221678, output_fired_time: 0.5696318150, propagate_forward_time: 29.9636497498, propagate_backward_time: 53.7102012634, weight_update_time: 0.1193394139, other_time: 1.9325256348
epoch time: 6.4252047539s, input_fired_time: 0.1066047251, output_fired_time: 0.0000000000, propagate_forward_time: 5.9672346115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513655663
validation[          , genome  6532] predictions:    9565/  10000 (95.65%), best:    9748/10000 (97.48%), error:      1467.79163, best error:       814.61121 on epoch:    46, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 86.8457717896s, input_fired_time: 0.8211881518, output_fired_time: 0.5677233338, propagate_forward_time: 29.9615077972, propagate_backward_time: 53.5589981079, weight_update_time: 0.1215871051, other_time: 1.9363479614
epoch time: 6.4309086800s, input_fired_time: 0.1085352153, output_fired_time: 0.0000000000, propagate_forward_time: 5.9737925529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485808372
validation[          , genome  6532] predictions:    9740/  10000 (97.40%), best:    9748/10000 (97.48%), error:       855.97833, best error:       814.61121 on epoch:    46, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 86.7351837158s, input_fired_time: 0.8262491226, output_fired_time: 0.5615526438, propagate_forward_time: 29.9510135651, propagate_backward_time: 53.4576110840, weight_update_time: 0.1201245785, other_time: 1.9387588501
epoch time: 6.4788436890s, input_fired_time: 0.1088522449, output_fired_time: 0.0000000000, propagate_forward_time: 6.0246334076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453578949
validation[          , genome  6532] predictions:    9696/  10000 (96.96%), best:    9748/10000 (97.48%), error:       969.21155, best error:       814.61121 on epoch:    46, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 86.9370269775s, input_fired_time: 0.8265860081, output_fired_time: 0.5662134886, propagate_forward_time: 29.9805202484, propagate_backward_time: 53.6135749817, weight_update_time: 0.1235414073, other_time: 1.9501304626
epoch time: 6.4976968765s, input_fired_time: 0.1084245741, output_fired_time: 0.0000000000, propagate_forward_time: 6.0404772758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487949371
validation[          , genome  6532] predictions:    9607/  10000 (96.07%), best:    9748/10000 (97.48%), error:      1363.08374, best error:       814.61121 on epoch:    46, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 86.9311065674s, input_fired_time: 0.8178235292, output_fired_time: 0.5694466829, propagate_forward_time: 30.0523777008, propagate_backward_time: 53.5610351562, weight_update_time: 0.1270016730, other_time: 1.9304199219
epoch time: 6.4365873337s, input_fired_time: 0.1071525142, output_fired_time: 0.0000000000, propagate_forward_time: 5.9831686020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462662697
validation[          , genome  6532] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       922.18561, best error:       814.61121 on epoch:    46, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 86.9132003784s, input_fired_time: 0.8228774071, output_fired_time: 0.5763761401, propagate_forward_time: 30.0452861786, propagate_backward_time: 53.5455589294, weight_update_time: 0.1193611771, other_time: 1.9230995178
epoch time: 6.4899153709s, input_fired_time: 0.1137067005, output_fired_time: 0.0000000000, propagate_forward_time: 6.0262026787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500061035
validation[          , genome  6532] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       946.25330, best error:       814.61121 on epoch:    46, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 86.9232025146s, input_fired_time: 0.8321445584, output_fired_time: 0.5665423870, propagate_forward_time: 30.0436363220, propagate_backward_time: 53.5392074585, weight_update_time: 0.1221765578, other_time: 1.9416694641
epoch time: 6.4506011009s, input_fired_time: 0.1168505996, output_fired_time: 0.0000000000, propagate_forward_time: 5.9856152534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481354713
validation[          , genome  6532] predictions:    9712/  10000 (97.12%), best:    9748/10000 (97.48%), error:       986.02936, best error:       814.61121 on epoch:    46, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.8719329834s, input_fired_time: 0.8370062709, output_fired_time: 0.5775570273, propagate_forward_time: 29.9766941071, propagate_backward_time: 53.5270118713, weight_update_time: 0.1235732734, other_time: 1.9536628723
epoch time: 6.3820762634s, input_fired_time: 0.1044208705, output_fired_time: 0.0000000000, propagate_forward_time: 5.9338760376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437795639
validation[          , genome  6532] predictions:    9712/  10000 (97.12%), best:    9748/10000 (97.48%), error:       923.96240, best error:       814.61121 on epoch:    46, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 86.7126770020s, input_fired_time: 0.8206717372, output_fired_time: 0.5628527999, propagate_forward_time: 29.9791698456, propagate_backward_time: 53.4196891785, weight_update_time: 0.1189889982, other_time: 1.9302940369
epoch time: 6.4335188866s, input_fired_time: 0.1057049856, output_fired_time: 0.0000000000, propagate_forward_time: 5.9788913727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489227295
validation[          , genome  6532] predictions:    9613/  10000 (96.13%), best:    9748/10000 (97.48%), error:      1317.36804, best error:       814.61121 on epoch:    46, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 86.4884643555s, input_fired_time: 0.8087760806, output_fired_time: 0.5663908720, propagate_forward_time: 29.8582782745, propagate_backward_time: 53.3218955994, weight_update_time: 0.1198024601, other_time: 1.9331245422
epoch time: 6.4430475235s, input_fired_time: 0.1094599590, output_fired_time: 0.0000000000, propagate_forward_time: 5.9879484177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456392288
validation[          , genome  6532] predictions:    9697/  10000 (96.97%), best:    9748/10000 (97.48%), error:      1008.23645, best error:       814.61121 on epoch:    46, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 86.9275894165s, input_fired_time: 0.8224375844, output_fired_time: 0.5752180219, propagate_forward_time: 29.9260234833, propagate_backward_time: 53.6702842712, weight_update_time: 0.1199202016, other_time: 1.9336204529
epoch time: 6.4457159042s, input_fired_time: 0.1139222533, output_fired_time: 0.0000000000, propagate_forward_time: 5.9862585068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455352783
validation[          , genome  6532] predictions:    9714/  10000 (97.14%), best:    9748/10000 (97.48%), error:       968.26178, best error:       814.61121 on epoch:    46, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 86.9822692871s, input_fired_time: 0.8275075555, output_fired_time: 0.5629942417, propagate_forward_time: 29.9848976135, propagate_backward_time: 53.6661071777, weight_update_time: 0.1209592596, other_time: 1.9407615662
epoch time: 6.4407525063s, input_fired_time: 0.1092687175, output_fired_time: 0.0000000000, propagate_forward_time: 5.9836912155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477926254
validation[          , genome  6532] predictions:    9714/  10000 (97.14%), best:    9748/10000 (97.48%), error:       946.11304, best error:       814.61121 on epoch:    46, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 86.9027786255s, input_fired_time: 0.8237740993, output_fired_time: 0.5660468340, propagate_forward_time: 29.9270877838, propagate_backward_time: 53.6333999634, weight_update_time: 0.1196672395, other_time: 1.9524688721
epoch time: 6.4677162170s, input_fired_time: 0.1127555966, output_fired_time: 0.0000000000, propagate_forward_time: 6.0090265274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459339142
validation[          , genome  6532] predictions:    9729/  10000 (97.29%), best:    9748/10000 (97.48%), error:       908.12286, best error:       814.61121 on epoch:    46, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 86.5793304443s, input_fired_time: 0.8251085877, output_fired_time: 0.5701544285, propagate_forward_time: 29.8875980377, propagate_backward_time: 53.3625717163, weight_update_time: 0.1194644719, other_time: 1.9338989258
epoch time: 6.5180311203s, input_fired_time: 0.1116809621, output_fired_time: 0.0000000000, propagate_forward_time: 6.0550231934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513269424
validation[          , genome  6532] predictions:    9736/  10000 (97.36%), best:    9748/10000 (97.48%), error:       879.20538, best error:       814.61121 on epoch:    46, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 86.7208709717s, input_fired_time: 0.8152003884, output_fired_time: 0.5791542530, propagate_forward_time: 29.9111118317, propagate_backward_time: 53.4811134338, weight_update_time: 0.1246978343, other_time: 1.9342918396
epoch time: 6.4790363312s, input_fired_time: 0.1095399037, output_fired_time: 0.0000000000, propagate_forward_time: 6.0204939842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490023613
validation[          , genome  6532] predictions:    9736/  10000 (97.36%), best:    9748/10000 (97.48%), error:       873.31451, best error:       814.61121 on epoch:    46, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 86.6733474731s, input_fired_time: 0.8214500546, output_fired_time: 0.5602270961, propagate_forward_time: 29.9239673615, propagate_backward_time: 53.4556961060, weight_update_time: 0.1240564510, other_time: 1.9120101929
epoch time: 6.4719681740s, input_fired_time: 0.1118917838, output_fired_time: 0.0000000000, propagate_forward_time: 6.0103235245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497529030
validation[          , genome  6532] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       886.24030, best error:       814.61121 on epoch:    46, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 86.8126983643s, input_fired_time: 0.8180978298, output_fired_time: 0.5662817955, propagate_forward_time: 30.0051116943, propagate_backward_time: 53.4880523682, weight_update_time: 0.1236443818, other_time: 1.9351501465
epoch time: 6.4677252769s, input_fired_time: 0.1175566241, output_fired_time: 0.0000000000, propagate_forward_time: 6.0000591278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501095772
validation[          , genome  6532] predictions:    9732/  10000 (97.32%), best:    9748/10000 (97.48%), error:       878.39618, best error:       814.61121 on epoch:    46, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 86.9006729126s, input_fired_time: 0.8214527369, output_fired_time: 0.5647920370, propagate_forward_time: 30.0343513489, propagate_backward_time: 53.5470619202, weight_update_time: 0.1223900244, other_time: 1.9330215454
epoch time: 6.4444408417s, input_fired_time: 0.1098099798, output_fired_time: 0.0000000000, propagate_forward_time: 5.9855713844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490595818
validation[          , genome  6532] predictions:    9714/  10000 (97.14%), best:    9748/10000 (97.48%), error:       997.34167, best error:       814.61121 on epoch:    46, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 87.0775985718s, input_fired_time: 0.8387756944, output_fired_time: 0.5615969300, propagate_forward_time: 29.9929695129, propagate_backward_time: 53.7486152649, weight_update_time: 0.1197791994, other_time: 1.9356384277
epoch time: 6.5084371567s, input_fired_time: 0.1168412492, output_fired_time: 0.0000000000, propagate_forward_time: 6.0342731476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573226929
validation[          , genome  6532] predictions:    9730/  10000 (97.30%), best:    9748/10000 (97.48%), error:       937.34247, best error:       814.61121 on epoch:    46, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 86.7631607056s, input_fired_time: 0.8221722841, output_fired_time: 0.5673480630, propagate_forward_time: 29.9535694122, propagate_backward_time: 53.4834365845, weight_update_time: 0.1234195158, other_time: 1.9366378784
epoch time: 6.5505690575s, input_fired_time: 0.1086849496, output_fired_time: 0.0000000000, propagate_forward_time: 6.0745935440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672904968
validation[          , genome  6532] predictions:    9655/  10000 (96.55%), best:    9748/10000 (97.48%), error:      1120.13818, best error:       814.61121 on epoch:    46, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 86.8085708618s, input_fired_time: 0.8298311234, output_fired_time: 0.5654143095, propagate_forward_time: 29.9781742096, propagate_backward_time: 53.5027580261, weight_update_time: 0.1192308068, other_time: 1.9323921204
epoch time: 6.4928784370s, input_fired_time: 0.1120922491, output_fired_time: 0.0000000000, propagate_forward_time: 6.0309662819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498201370
validation[          , genome  6532] predictions:    9657/  10000 (96.57%), best:    9748/10000 (97.48%), error:      1128.80115, best error:       814.61121 on epoch:    46, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 86.8230590820s, input_fired_time: 0.8220573664, output_fired_time: 0.5604518652, propagate_forward_time: 29.9658317566, propagate_backward_time: 53.5363731384, weight_update_time: 0.1209425777, other_time: 1.9383392334
epoch time: 6.4867048264s, input_fired_time: 0.1152189896, output_fired_time: 0.0000000000, propagate_forward_time: 6.0138649940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576207161
validation[          , genome  6532] predictions:    9460/  10000 (94.60%), best:    9748/10000 (97.48%), error:      1864.86267, best error:       814.61121 on epoch:    46, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 86.7855758667s, input_fired_time: 0.8328466415, output_fired_time: 0.5669776201, propagate_forward_time: 29.9156780243, propagate_backward_time: 53.5369071960, weight_update_time: 0.1220467016, other_time: 1.9331626892
epoch time: 6.4952802658s, input_fired_time: 0.1120731309, output_fired_time: 0.0000000000, propagate_forward_time: 6.0307908058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524165154
validation[          , genome  6532] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       925.61346, best error:       814.61121 on epoch:    46, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 86.9968490601s, input_fired_time: 0.8319553733, output_fired_time: 0.5742689371, propagate_forward_time: 30.0980243683, propagate_backward_time: 53.5593986511, weight_update_time: 0.1205269545, other_time: 1.9332008362
epoch time: 6.4696931839s, input_fired_time: 0.1122132763, output_fired_time: 0.0000000000, propagate_forward_time: 6.0004844666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569955826
validation[          , genome  6532] predictions:    9688/  10000 (96.88%), best:    9748/10000 (97.48%), error:      1067.22437, best error:       814.61121 on epoch:    46, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 86.5928878784s, input_fired_time: 0.8369276524, output_fired_time: 0.5597126484, propagate_forward_time: 29.8440761566, propagate_backward_time: 53.4287490845, weight_update_time: 0.1188896894, other_time: 1.9234161377
epoch time: 6.4116215706s, input_fired_time: 0.1111678854, output_fired_time: 0.0000000000, propagate_forward_time: 5.9549007416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455529213
validation[          , genome  6532] predictions:    9681/  10000 (96.81%), best:    9748/10000 (97.48%), error:      1066.11584, best error:       814.61121 on epoch:    46, 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: 32.2351264954s, input_fired_time: 0.5307403207, output_fired_time: 0.0000000000, propagate_forward_time: 29.9274864197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7768993378
best training[          , genome  6532] predictions:   49489/  50000 (98.98%), best:    9748/10000 (97.48%), error:      1867.84216, best error:       814.61121 on epoch:    46, 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: 6.4698700905s, input_fired_time: 0.1031401083, output_fired_time: 0.0000000000, propagate_forward_time: 6.0166306496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500995636
   testing[          , genome  6532] predictions:    9786/  10000 (97.86%), best:    9748/10000 (97.48%), error:       690.82642, best error:       814.61121 on epoch:    46, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:13:14 (93797): called boinc_finish(0)

</stderr_txt>
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