Nameexact_genome_1512568488_45_7144_1
Workunit2606991
Created8 Dec 2017, 0:10:38 UTC
Sent8 Dec 2017, 0:12:56 UTC
Report deadline16 Dec 2017, 2:27:13 UTC
Received8 Dec 2017, 23:54:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67896
Run time2 hours 8 min 26 sec
CPU time2 hours 8 min 19 sec
Validate stateValid
Credit2,023.32
Device peak FLOPS2.80 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
9, best error:       867.15448 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 178.4092559814s, input_fired_time: 0.8947811723, output_fired_time: 2.6191048622, propagate_forward_time: 45.8880386353, propagate_backward_time: 124.6468276978, weight_update_time: 0.0844201073, other_time: 4.3604965210
epoch time: 10.5267314911s, input_fired_time: 0.0934586748, output_fired_time: 0.0000000000, propagate_forward_time: 9.1878738403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2453985214
validation[          , genome  7144] predictions:    9686/  10000 (96.86%), best:    9752/10000 (97.52%), error:      1026.85327, best error:       867.15448 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 179.4234008789s, input_fired_time: 3.9043784142, output_fired_time: 0.6086741090, propagate_forward_time: 61.0077247620, propagate_backward_time: 111.5514602661, weight_update_time: 0.0847098082, other_time: 2.3511734009
epoch time: 10.5329542160s, input_fired_time: 1.0995970964, output_fired_time: 0.0000000000, propagate_forward_time: 6.1811475754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2522096634
validation[          , genome  7144] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       855.86005, best error:       855.86005 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 179.3417205811s, input_fired_time: 2.9015202522, output_fired_time: 2.6154360771, propagate_forward_time: 58.9193420410, propagate_backward_time: 109.6432647705, weight_update_time: 0.0841790810, other_time: 5.2621612549
epoch time: 10.5330076218s, input_fired_time: 1.0972408056, output_fired_time: 0.0000000000, propagate_forward_time: 9.1951160431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2406511307
validation[          , genome  7144] predictions:    9697/  10000 (96.97%), best:    9738/10000 (97.38%), error:       932.36786, best error:       855.86005 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 179.5207214355s, input_fired_time: 0.8950237632, output_fired_time: 1.6144466400, propagate_forward_time: 46.8836822510, propagate_backward_time: 125.7695159912, weight_update_time: 0.0839213580, other_time: 4.3580627441
epoch time: 10.4445924759s, input_fired_time: 0.0940892547, output_fired_time: 0.0000000000, propagate_forward_time: 10.1077022552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2428007126
validation[          , genome  7144] predictions:    9664/  10000 (96.64%), best:    9738/10000 (97.38%), error:      1011.20654, best error:       855.86005 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 179.4808349609s, input_fired_time: 1.8991289139, output_fired_time: 2.6171555519, propagate_forward_time: 45.8681869507, propagate_backward_time: 124.7346343994, weight_update_time: 0.0844026133, other_time: 4.3617401123
epoch time: 10.5251207352s, input_fired_time: 0.0938362405, output_fired_time: 0.0000000000, propagate_forward_time: 8.1842050552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2470798492
validation[          , genome  7144] predictions:    9739/  10000 (97.39%), best:    9738/10000 (97.38%), error:       858.80261, best error:       855.86005 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 179.4004211426s, input_fired_time: 1.8997105360, output_fired_time: 0.6113245487, propagate_forward_time: 47.9980468750, propagate_backward_time: 127.5416030884, weight_update_time: 0.0846867263, other_time: 1.3497390747
epoch time: 11.5323944092s, input_fired_time: 0.0941763222, output_fired_time: 0.0000000000, propagate_forward_time: 11.1974649429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2407531738
validation[          , genome  7144] predictions:    9695/  10000 (96.95%), best:    9738/10000 (97.38%), error:       939.52899, best error:       855.86005 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 178.5069580078s, input_fired_time: 3.8081831932, output_fired_time: 1.6118240356, propagate_forward_time: 41.9644508362, propagate_backward_time: 129.7723693848, weight_update_time: 0.0840156451, other_time: 1.3501281738
epoch time: 10.4586172104s, input_fired_time: 2.0029428005, output_fired_time: 0.0000000000, propagate_forward_time: 8.2124137878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2432603836
validation[          , genome  7144] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       827.16620, best error:       827.16620 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 180.3207702637s, input_fired_time: 2.9043800831, output_fired_time: 0.6100919843, propagate_forward_time: 58.8023529053, propagate_backward_time: 113.6447525024, weight_update_time: 1.0874867439, other_time: 4.3591995239
epoch time: 10.4481983185s, input_fired_time: 0.0947826058, output_fired_time: 0.0000000000, propagate_forward_time: 10.1098709106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2435445786
validation[          , genome  7144] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       800.05933, best error:       800.05933 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 177.4001007080s, input_fired_time: 1.9025832415, output_fired_time: 0.6094833016, propagate_forward_time: 49.8938255310, propagate_backward_time: 122.6430816650, weight_update_time: 0.0842191353, other_time: 2.3511199951
epoch time: 12.5283031464s, input_fired_time: 0.0939992517, output_fired_time: 0.0000000000, propagate_forward_time: 12.1947050095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2395992279
validation[          , genome  7144] predictions:    9696/  10000 (96.96%), best:    9761/10000 (97.61%), error:       959.09698, best error:       800.05933 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 177.4076385498s, input_fired_time: 0.8995698094, output_fired_time: 1.6130660772, propagate_forward_time: 50.8709602356, propagate_backward_time: 120.6694717407, weight_update_time: 0.0844858289, other_time: 3.3545761108
epoch time: 12.5273971558s, input_fired_time: 0.0949498340, output_fired_time: 0.0000000000, propagate_forward_time: 12.1924781799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2399692535
validation[          , genome  7144] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       892.16455, best error:       800.05933 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 177.2459716797s, input_fired_time: 1.9027948380, output_fired_time: 0.6096552610, propagate_forward_time: 48.8775329590, propagate_backward_time: 121.4981002808, weight_update_time: 0.0842361599, other_time: 4.3578872681
epoch time: 11.5452117920s, input_fired_time: 0.0952647477, output_fired_time: 0.0000000000, propagate_forward_time: 11.2083930969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2415542603
validation[          , genome  7144] predictions:    9639/  10000 (96.39%), best:    9761/10000 (97.61%), error:      1129.82642, best error:       800.05933 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 178.3739929199s, input_fired_time: 0.9008195400, output_fired_time: 1.6129850149, propagate_forward_time: 43.9895935059, propagate_backward_time: 127.6076431274, weight_update_time: 0.0843010694, other_time: 4.2629470825
epoch time: 11.5565776825s, input_fired_time: 0.0954144821, output_fired_time: 0.0000000000, propagate_forward_time: 11.2172479630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2439155579
validation[          , genome  7144] predictions:    9775/  10000 (97.75%), best:    9761/10000 (97.61%), error:       803.68878, best error:       800.05933 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 178.2861022949s, input_fired_time: 4.9132909775, output_fired_time: 2.6132915020, propagate_forward_time: 48.8701438904, propagate_backward_time: 119.5323562622, weight_update_time: 0.0846483186, other_time: 2.3570175171
epoch time: 12.5289478302s, input_fired_time: 0.0938499048, output_fired_time: 0.0000000000, propagate_forward_time: 12.1944770813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2406206131
validation[          , genome  7144] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       840.64935, best error:       800.05933 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 177.3658294678s, input_fired_time: 0.9011720419, output_fired_time: 2.6163022518, propagate_forward_time: 62.6621360779, propagate_backward_time: 109.8356094360, weight_update_time: 0.0840655118, other_time: 1.3506088257
epoch time: 10.5237064362s, input_fired_time: 0.0944164917, output_fired_time: 0.0000000000, propagate_forward_time: 10.1899642944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2393255234
validation[          , genome  7144] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       812.73590, best error:       800.05933 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 178.3422698975s, input_fired_time: 0.9001919627, output_fired_time: 0.6094799042, propagate_forward_time: 53.9021492004, propagate_backward_time: 117.5658111572, weight_update_time: 0.0839669704, other_time: 5.3646392822
epoch time: 10.5328483582s, input_fired_time: 0.0944664404, output_fired_time: 0.0000000000, propagate_forward_time: 9.1934175491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2449645996
validation[          , genome  7144] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       844.54022, best error:       800.05933 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 178.2836151123s, input_fired_time: 0.9018759131, output_fired_time: 2.6155834198, propagate_forward_time: 50.8854675293, propagate_backward_time: 116.5104827881, weight_update_time: 0.0842831656, other_time: 7.3702087402
epoch time: 10.5242052078s, input_fired_time: 0.0940939784, output_fired_time: 0.0000000000, propagate_forward_time: 10.1901388168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2399721146
validation[          , genome  7144] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       853.47620, best error:       800.05933 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 179.5049133301s, input_fired_time: 0.8997426033, output_fired_time: 0.6089510918, propagate_forward_time: 60.9425697327, propagate_backward_time: 110.6832733154, weight_update_time: 0.0845553651, other_time: 6.3703765869
epoch time: 10.5511398315s, input_fired_time: 0.0952485278, output_fired_time: 0.0000000000, propagate_forward_time: 10.2149667740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2409248352
validation[          , genome  7144] predictions:    9739/  10000 (97.39%), best:    9761/10000 (97.61%), error:       811.18927, best error:       800.05933 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 179.2969970703s, input_fired_time: 4.8170623779, output_fired_time: 0.6103748083, propagate_forward_time: 39.9547500610, propagate_backward_time: 130.5567779541, weight_update_time: 0.0847537518, other_time: 3.3580169678
epoch time: 10.5505533218s, input_fired_time: 0.0951243341, output_fired_time: 0.0000000000, propagate_forward_time: 10.2136907578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2417383194
validation[          , genome  7144] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       758.27722, best error:       758.27722 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 179.6919708252s, input_fired_time: 3.9139809608, output_fired_time: 0.6100446582, propagate_forward_time: 49.9308013916, propagate_backward_time: 121.8795547485, weight_update_time: 0.0840643346, other_time: 3.3575820923
epoch time: 10.5362024307s, input_fired_time: 0.0953666344, output_fired_time: 0.0000000000, propagate_forward_time: 8.1931409836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2476949692
validation[          , genome  7144] predictions:    9732/  10000 (97.32%), best:    9764/10000 (97.64%), error:       893.73798, best error:       758.27722 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 177.6638946533s, input_fired_time: 1.9069452286, output_fired_time: 0.6108075976, propagate_forward_time: 58.9675903320, propagate_backward_time: 112.8223800659, weight_update_time: 0.0845796242, other_time: 3.3561630249
epoch time: 12.5438280106s, input_fired_time: 1.0987123251, output_fired_time: 0.0000000000, propagate_forward_time: 11.2040634155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2410526276
validation[          , genome  7144] predictions:    9719/  10000 (97.19%), best:    9764/10000 (97.64%), error:       931.38062, best error:       758.27722 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 177.6424407959s, input_fired_time: 2.9096276760, output_fired_time: 0.6104423404, propagate_forward_time: 54.0227127075, propagate_backward_time: 111.7259445190, weight_update_time: 0.0842779800, other_time: 8.3737182617
epoch time: 11.5424747467s, input_fired_time: 0.0958564952, output_fired_time: 0.0000000000, propagate_forward_time: 7.1908974648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2557206154
validation[          , genome  7144] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       832.02478, best error:       758.27722 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 178.4760742188s, input_fired_time: 0.9028040767, output_fired_time: 0.6082409024, propagate_forward_time: 43.9686164856, propagate_backward_time: 129.6395263672, weight_update_time: 0.0847703740, other_time: 3.3568878174
epoch time: 11.4319467545s, input_fired_time: 0.0959286243, output_fired_time: 0.0000000000, propagate_forward_time: 10.0920810699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2439374924
validation[          , genome  7144] predictions:    9640/  10000 (96.40%), best:    9764/10000 (97.64%), error:      1114.85461, best error:       758.27722 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 178.4657135010s, input_fired_time: 0.9045780897, output_fired_time: 1.6145281792, propagate_forward_time: 43.7869720459, propagate_backward_time: 130.8091735840, weight_update_time: 0.0845276490, other_time: 1.3504638672
epoch time: 11.4392385483s, input_fired_time: 0.0950057209, output_fired_time: 0.0000000000, propagate_forward_time: 11.1037540436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2404785156
validation[          , genome  7144] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       848.57782, best error:       758.27722 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 178.4238891602s, input_fired_time: 1.9063282013, output_fired_time: 2.6145203114, propagate_forward_time: 64.9747619629, propagate_backward_time: 107.5765380859, weight_update_time: 0.0844200924, other_time: 1.3517456055
epoch time: 11.5594139099s, input_fired_time: 0.0975303352, output_fired_time: 0.0000000000, propagate_forward_time: 9.2106399536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2512435913
validation[          , genome  7144] predictions:    9690/  10000 (96.90%), best:    9764/10000 (97.64%), error:       999.48499, best error:       758.27722 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 178.4902648926s, input_fired_time: 0.9038790464, output_fired_time: 2.5162487030, propagate_forward_time: 43.9774055481, propagate_backward_time: 126.7300186157, weight_update_time: 0.0846039206, other_time: 4.3627090454
epoch time: 12.5608692169s, input_fired_time: 0.0956030712, output_fired_time: 0.0000000000, propagate_forward_time: 12.2215833664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2436828613
validation[          , genome  7144] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       756.10474, best error:       756.10474 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 177.4700164795s, input_fired_time: 2.9148697853, output_fired_time: 2.6180212498, propagate_forward_time: 48.8983345032, propagate_backward_time: 118.6716079712, weight_update_time: 2.0922794342, other_time: 4.3671798706
epoch time: 11.5557432175s, input_fired_time: 0.0965784788, output_fired_time: 0.0000000000, propagate_forward_time: 11.2175140381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2416505814
validation[          , genome  7144] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       728.27637, best error:       728.27637 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 178.6544952393s, input_fired_time: 1.9090249538, output_fired_time: 0.6101172566, propagate_forward_time: 54.0048828125, propagate_backward_time: 118.7692871094, weight_update_time: 0.0849547312, other_time: 3.3611755371
epoch time: 10.5231046677s, input_fired_time: 0.0965549201, output_fired_time: 0.0000000000, propagate_forward_time: 10.1837978363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2427520752
validation[          , genome  7144] predictions:    9749/  10000 (97.49%), best:    9768/10000 (97.68%), error:       834.08374, best error:       728.27637 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 179.5697937012s, input_fired_time: 1.9087306261, output_fired_time: 1.6115957499, propagate_forward_time: 53.0030364990, propagate_backward_time: 116.6740570068, weight_update_time: 1.0882251263, other_time: 6.3723602295
epoch time: 10.5375108719s, input_fired_time: 0.0974449664, output_fired_time: 0.0000000000, propagate_forward_time: 10.1976776123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2423887253
validation[          , genome  7144] predictions:    9756/  10000 (97.56%), best:    9768/10000 (97.68%), error:       759.71802, best error:       728.27637 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 178.2813415527s, input_fired_time: 0.9050785899, output_fired_time: 2.6164405346, propagate_forward_time: 42.7413063049, propagate_backward_time: 128.6601257324, weight_update_time: 0.0849426687, other_time: 3.3583984375
epoch time: 9.6696224213s, input_fired_time: 0.0968545005, output_fired_time: 0.0000000000, propagate_forward_time: 9.3282251358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2445430756
validation[          , genome  7144] predictions:    9746/  10000 (97.46%), best:    9768/10000 (97.68%), error:       809.00946, best error:       728.27637 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 175.4244079590s, input_fired_time: 0.9078006744, output_fired_time: 0.6097830534, propagate_forward_time: 63.8336067200, propagate_backward_time: 107.7221755981, weight_update_time: 1.0873124599, other_time: 2.3510360718
epoch time: 11.5399971008s, input_fired_time: 0.0967605934, output_fired_time: 0.0000000000, propagate_forward_time: 11.2013645172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2418718338
validation[          , genome  7144] predictions:    9726/  10000 (97.26%), best:    9768/10000 (97.68%), error:       899.84088, best error:       728.27637 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 178.2737274170s, input_fired_time: 0.9088217020, output_fired_time: 3.5212626457, propagate_forward_time: 53.8989791870, propagate_backward_time: 115.5807952881, weight_update_time: 0.0847391784, other_time: 4.3638687134
epoch time: 12.5416297913s, input_fired_time: 0.0964197144, output_fired_time: 0.0000000000, propagate_forward_time: 12.2035293579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2416810989
validation[          , genome  7144] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       721.74390, best error:       721.74390 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 177.3596649170s, input_fired_time: 4.9265275002, output_fired_time: 0.6123220325, propagate_forward_time: 58.8702964783, propagate_backward_time: 109.5906906128, weight_update_time: 0.0850050449, other_time: 3.3598251343
epoch time: 12.5447959900s, input_fired_time: 0.0973033756, output_fired_time: 0.0000000000, propagate_forward_time: 12.2055492401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2419433594
validation[          , genome  7144] predictions:    9751/  10000 (97.51%), best:    9775/10000 (97.75%), error:       825.91400, best error:       721.74390 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 177.2543487549s, input_fired_time: 0.9093259573, output_fired_time: 0.6093026400, propagate_forward_time: 54.7061843872, propagate_backward_time: 119.6805496216, weight_update_time: 0.0842797011, other_time: 1.3489837646
epoch time: 12.5405235291s, input_fired_time: 0.0969572738, output_fired_time: 0.0000000000, propagate_forward_time: 12.2015914917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2419748306
validation[          , genome  7144] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       707.02045, best error:       707.02045 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 177.4689788818s, input_fired_time: 4.9241547585, output_fired_time: 0.6093900800, propagate_forward_time: 62.0426254272, propagate_backward_time: 105.6311187744, weight_update_time: 1.9919463396, other_time: 4.2616958618
epoch time: 12.4347953796s, input_fired_time: 0.0963267535, output_fired_time: 0.0000000000, propagate_forward_time: 10.0895729065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2488956451
validation[          , genome  7144] predictions:    9767/  10000 (97.67%), best:    9792/10000 (97.92%), error:       755.97864, best error:       707.02045 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 177.4147033691s, input_fired_time: 2.9181709290, output_fired_time: 2.6175014973, propagate_forward_time: 48.7964591980, propagate_backward_time: 119.7185363770, weight_update_time: 0.0850643516, other_time: 3.3640289307
epoch time: 10.4347181320s, input_fired_time: 0.0963028148, output_fired_time: 0.0000000000, propagate_forward_time: 10.0966825485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2417325974
validation[          , genome  7144] predictions:    9775/  10000 (97.75%), best:    9792/10000 (97.92%), error:       727.35681, best error:       707.02045 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 177.6609039307s, input_fired_time: 0.9128898978, output_fired_time: 0.6100135446, propagate_forward_time: 32.8317451477, propagate_backward_time: 141.9535980225, weight_update_time: 0.0845480040, other_time: 1.3526611328
epoch time: 12.4400644302s, input_fired_time: 2.1029715538, output_fired_time: 0.0000000000, propagate_forward_time: 10.0952453613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2418479919
validation[          , genome  7144] predictions:    9752/  10000 (97.52%), best:    9792/10000 (97.92%), error:       832.84064, best error:       707.02045 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 177.6415252686s, input_fired_time: 0.9119874835, output_fired_time: 0.6091383696, propagate_forward_time: 64.0315551758, propagate_backward_time: 107.7256088257, weight_update_time: 0.0848070532, other_time: 4.3632431030
epoch time: 12.4434633255s, input_fired_time: 0.0970657095, output_fired_time: 0.0000000000, propagate_forward_time: 12.1064834595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2399139404
validation[          , genome  7144] predictions:    9765/  10000 (97.65%), best:    9792/10000 (97.92%), error:       794.68591, best error:       707.02045 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 177.4505615234s, input_fired_time: 1.9159647226, output_fired_time: 1.6126916409, propagate_forward_time: 49.9785728455, propagate_backward_time: 122.5921401978, weight_update_time: 0.0846228227, other_time: 1.3511886597
epoch time: 12.4623222351s, input_fired_time: 2.1042175293, output_fired_time: 0.0000000000, propagate_forward_time: 10.1157302856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2423744202
validation[          , genome  7144] predictions:    9761/  10000 (97.61%), best:    9792/10000 (97.92%), error:       763.70117, best error:       707.02045 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 177.4670715332s, input_fired_time: 1.9163759947, output_fired_time: 0.6084817648, propagate_forward_time: 62.0463485718, propagate_backward_time: 111.5439300537, weight_update_time: 0.0849534050, other_time: 1.3519363403
epoch time: 12.5376129150s, input_fired_time: 0.0979795903, output_fired_time: 0.0000000000, propagate_forward_time: 12.1994113922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2402219772
validation[          , genome  7144] predictions:    9767/  10000 (97.67%), best:    9792/10000 (97.92%), error:       742.43762, best error:       707.02045 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 177.4382781982s, input_fired_time: 3.9235348701, output_fired_time: 5.6282997131, propagate_forward_time: 47.9096221924, propagate_backward_time: 118.6260681152, weight_update_time: 0.0847943202, other_time: 1.3507537842
epoch time: 12.5424270630s, input_fired_time: 0.0973020270, output_fired_time: 0.0000000000, propagate_forward_time: 12.2044887543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2406358719
validation[          , genome  7144] predictions:    9778/  10000 (97.78%), best:    9792/10000 (97.92%), error:       721.73993, best error:       707.02045 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 177.3849945068s, input_fired_time: 0.9121674299, output_fired_time: 3.6206781864, propagate_forward_time: 46.8658905029, propagate_backward_time: 122.6277694702, weight_update_time: 0.0846377015, other_time: 3.3584823608
epoch time: 11.5367536545s, input_fired_time: 0.0982723460, output_fired_time: 0.0000000000, propagate_forward_time: 9.1909036636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2475776672
validation[          , genome  7144] predictions:    9770/  10000 (97.70%), best:    9792/10000 (97.92%), error:       753.04291, best error:       707.02045 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 178.3832550049s, input_fired_time: 0.9113065004, output_fired_time: 1.6125217676, propagate_forward_time: 39.7105178833, propagate_backward_time: 132.7951354980, weight_update_time: 0.0844614878, other_time: 3.3537902832
epoch time: 12.5435581207s, input_fired_time: 1.1011716127, output_fired_time: 0.0000000000, propagate_forward_time: 11.2013082504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2410783768
validation[          , genome  7144] predictions:    9769/  10000 (97.69%), best:    9792/10000 (97.92%), error:       782.10815, best error:       707.02045 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 177.5061035156s, input_fired_time: 2.9189097881, output_fired_time: 0.6077363491, propagate_forward_time: 49.9599685669, propagate_backward_time: 122.6700363159, weight_update_time: 0.0845416486, other_time: 1.3494415283
epoch time: 12.5418167114s, input_fired_time: 0.0986989886, output_fired_time: 0.0000000000, propagate_forward_time: 12.2028894424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2402286530
validation[          , genome  7144] predictions:    9746/  10000 (97.46%), best:    9792/10000 (97.92%), error:       820.92279, best error:       707.02045 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 177.5232391357s, input_fired_time: 1.9195609093, output_fired_time: 0.6096589565, propagate_forward_time: 41.7692794800, propagate_backward_time: 130.8665466309, weight_update_time: 0.0846129879, other_time: 2.3581848145
epoch time: 12.5472497940s, input_fired_time: 0.0990338549, output_fired_time: 0.0000000000, propagate_forward_time: 12.2068223953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2413930893
validation[          , genome  7144] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       701.04840, best error:       701.04840 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 177.6195678711s, input_fired_time: 2.9219915867, output_fired_time: 0.6102900505, propagate_forward_time: 44.7791938782, propagate_backward_time: 127.9524917603, weight_update_time: 0.0844183490, other_time: 1.3555984497
epoch time: 12.5525484085s, input_fired_time: 0.0991934910, output_fired_time: 0.0000000000, propagate_forward_time: 12.2112655640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2420892715
validation[          , genome  7144] predictions:    9752/  10000 (97.52%), best:    9784/10000 (97.84%), error:       816.16693, best error:       701.04840 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 177.3320922852s, input_fired_time: 0.9158177972, output_fired_time: 0.6101418138, propagate_forward_time: 57.0514793396, propagate_backward_time: 115.4949645996, weight_update_time: 0.0852900147, other_time: 3.2596893311
epoch time: 11.5380067825s, input_fired_time: 0.0972999483, output_fired_time: 0.0000000000, propagate_forward_time: 11.1985826492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2421245575
validation[          , genome  7144] predictions:    9766/  10000 (97.66%), best:    9784/10000 (97.84%), error:       791.85870, best error:       701.04840 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 179.6170349121s, input_fired_time: 0.9164506197, output_fired_time: 1.6154298782, propagate_forward_time: 39.9575691223, propagate_backward_time: 135.7679138184, weight_update_time: 0.0851871967, other_time: 1.3596649170
epoch time: 11.5310544968s, input_fired_time: 0.0980824083, output_fired_time: 0.0000000000, propagate_forward_time: 11.1896877289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2432842255
validation[          , genome  7144] predictions:    9770/  10000 (97.70%), best:    9784/10000 (97.84%), error:       779.18481, best error:       701.04840 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 178.5848388672s, input_fired_time: 1.9219143391, output_fired_time: 2.6168954372, propagate_forward_time: 71.9300918579, propagate_backward_time: 95.7369766235, weight_update_time: 0.0852703601, other_time: 6.3789520264
epoch time: 10.5587749481s, input_fired_time: 0.0988790393, output_fired_time: 0.0000000000, propagate_forward_time: 10.2179946899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2419013977
validation[          , genome  7144] predictions:    9766/  10000 (97.66%), best:    9784/10000 (97.84%), error:       733.39258, best error:       701.04840 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 180.4903106689s, input_fired_time: 4.9277534485, output_fired_time: 1.6134449244, propagate_forward_time: 38.8758697510, propagate_backward_time: 131.7138824463, weight_update_time: 0.0851945207, other_time: 3.3593597412
epoch time: 10.5334501266s, input_fired_time: 0.0987706706, output_fired_time: 0.0000000000, propagate_forward_time: 10.1940011978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2406778336
validation[          , genome  7144] predictions:    9777/  10000 (97.77%), best:    9784/10000 (97.84%), error:       727.83014, best error:       701.04840 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 179.3972778320s, input_fired_time: 0.9176741838, output_fired_time: 3.6211996078, propagate_forward_time: 51.8158264160, propagate_backward_time: 119.6834487915, weight_update_time: 0.0850652307, other_time: 3.3591232300
epoch time: 9.5411434174s, input_fired_time: 0.0984753519, output_fired_time: 0.0000000000, propagate_forward_time: 9.2017183304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2409496307
validation[          , genome  7144] predictions:    9746/  10000 (97.46%), best:    9784/10000 (97.84%), error:       830.75262, best error:       701.04840 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 179.7378997803s, input_fired_time: 0.9177802205, output_fired_time: 0.6097612977, propagate_forward_time: 43.9872856140, propagate_backward_time: 132.8636779785, weight_update_time: 0.0855229124, other_time: 1.3593902588
epoch time: 12.5467834473s, input_fired_time: 0.0983401388, output_fired_time: 0.0000000000, propagate_forward_time: 11.2046365738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2438068390
validation[          , genome  7144] predictions:    9785/  10000 (97.85%), best:    9784/10000 (97.84%), error:       709.77917, best error:       701.04840 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 178.4836120605s, input_fired_time: 1.9288411140, output_fired_time: 4.6237063408, propagate_forward_time: 50.9597854614, propagate_backward_time: 116.6116561890, weight_update_time: 0.0847208872, other_time: 4.3596191406
epoch time: 11.5455942154s, input_fired_time: 0.0984165668, output_fired_time: 0.0000000000, propagate_forward_time: 11.2041606903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2430171967
validation[          , genome  7144] predictions:    9776/  10000 (97.76%), best:    9784/10000 (97.84%), error:       761.40796, best error:       701.04840 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 178.4198760986s, input_fired_time: 0.9183050394, output_fired_time: 0.6094571352, propagate_forward_time: 40.8747291565, propagate_backward_time: 134.6654205322, weight_update_time: 0.0848249123, other_time: 1.3519744873
epoch time: 11.5494070053s, input_fired_time: 0.0989425257, output_fired_time: 0.0000000000, propagate_forward_time: 10.2044315338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2460327148
validation[          , genome  7144] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       670.28333, best error:       670.28333 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 178.5348968506s, input_fired_time: 0.9191817045, output_fired_time: 1.6168969870, propagate_forward_time: 72.0067291260, propagate_backward_time: 97.6234664917, weight_update_time: 0.0846641213, other_time: 6.3686294556
epoch time: 11.5318212509s, input_fired_time: 0.0980094597, output_fired_time: 0.0000000000, propagate_forward_time: 10.1887865067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2450256348
validation[          , genome  7144] predictions:    9763/  10000 (97.63%), best:    9793/10000 (97.93%), error:       738.82520, best error:       670.28333 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 178.3887634277s, input_fired_time: 3.9287333488, output_fired_time: 2.6166880131, propagate_forward_time: 66.0289916992, propagate_backward_time: 101.4487915039, weight_update_time: 0.0843936428, other_time: 4.3655700684
epoch time: 11.5351514816s, input_fired_time: 0.0986020938, output_fired_time: 0.0000000000, propagate_forward_time: 11.1954851151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2410640717
validation[          , genome  7144] predictions:    9763/  10000 (97.63%), best:    9793/10000 (97.93%), error:       798.46362, best error:       670.28333 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 178.5017089844s, input_fired_time: 0.9211353660, output_fired_time: 0.6117900014, propagate_forward_time: 55.9406280518, propagate_backward_time: 119.6774978638, weight_update_time: 0.0843304843, other_time: 1.3506546021
epoch time: 11.4311561584s, input_fired_time: 0.0994229838, output_fired_time: 0.0000000000, propagate_forward_time: 11.0909919739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2407407761
validation[          , genome  7144] predictions:    9796/  10000 (97.96%), best:    9793/10000 (97.93%), error:       687.00079, best error:       670.28333 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 177.4869232178s, input_fired_time: 4.9342861176, output_fired_time: 3.6227941513, propagate_forward_time: 64.8868179321, propagate_backward_time: 101.6805419922, weight_update_time: 0.0850025043, other_time: 2.3624954224
epoch time: 12.4483203888s, input_fired_time: 0.0996688008, output_fired_time: 0.0000000000, propagate_forward_time: 12.1071786880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2414731979
validation[          , genome  7144] predictions:    9777/  10000 (97.77%), best:    9793/10000 (97.93%), error:       698.03137, best error:       670.28333 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 177.5804901123s, input_fired_time: 3.9310991764, output_fired_time: 0.6088325977, propagate_forward_time: 56.9116210938, propagate_backward_time: 111.7614517212, weight_update_time: 0.0848936513, other_time: 4.3674850464
epoch time: 12.5397663116s, input_fired_time: 2.1084597111, output_fired_time: 0.0000000000, propagate_forward_time: 10.1906356812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2406711578
validation[          , genome  7144] predictions:    9780/  10000 (97.80%), best:    9793/10000 (97.93%), error:       721.23114, best error:       670.28333 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 178.4144744873s, input_fired_time: 5.9406180382, output_fired_time: 0.6094564795, propagate_forward_time: 70.8833923340, propagate_backward_time: 97.6211929321, weight_update_time: 0.0842988938, other_time: 3.3598251343
epoch time: 11.5415849686s, input_fired_time: 0.0989217311, output_fired_time: 0.0000000000, propagate_forward_time: 11.2024545670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2402086258
validation[          , genome  7144] predictions:    9778/  10000 (97.78%), best:    9793/10000 (97.93%), error:       738.50677, best error:       670.28333 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 178.4354400635s, input_fired_time: 0.9221007228, output_fired_time: 0.6101295352, propagate_forward_time: 40.8592643738, propagate_backward_time: 132.6890869141, weight_update_time: 0.0847746804, other_time: 3.3548583984
epoch time: 11.4588527679s, input_fired_time: 0.0991533622, output_fired_time: 0.0000000000, propagate_forward_time: 11.1187667847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2409324646
validation[          , genome  7144] predictions:    9775/  10000 (97.75%), best:    9793/10000 (97.93%), error:       758.01434, best error:       670.28333 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 177.4935913086s, input_fired_time: 0.9228112102, output_fired_time: 0.6092694998, propagate_forward_time: 63.0348281860, propagate_backward_time: 110.5779266357, weight_update_time: 0.0844435692, other_time: 2.3487625122
epoch time: 12.5455236435s, input_fired_time: 0.0995318145, output_fired_time: 0.0000000000, propagate_forward_time: 12.2047367096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2412548065
validation[          , genome  7144] predictions:    9754/  10000 (97.54%), best:    9793/10000 (97.93%), error:       779.12653, best error:       670.28333 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 178.3894805908s, input_fired_time: 0.9241681695, output_fired_time: 0.6082315445, propagate_forward_time: 54.7083854675, propagate_backward_time: 120.8013000488, weight_update_time: 0.0842493549, other_time: 1.3473968506
epoch time: 11.5424661636s, input_fired_time: 0.0992275849, output_fired_time: 0.0000000000, propagate_forward_time: 11.1988086700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2444295883
validation[          , genome  7144] predictions:    9771/  10000 (97.71%), best:    9793/10000 (97.93%), error:       756.79803, best error:       670.28333 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 178.5289001465s, input_fired_time: 0.9275821447, output_fired_time: 0.6104934812, propagate_forward_time: 40.8604850769, propagate_backward_time: 134.7798461914, weight_update_time: 0.0843445733, other_time: 1.3504943848
epoch time: 11.4526090622s, input_fired_time: 0.1002336740, output_fired_time: 0.0000000000, propagate_forward_time: 10.1051235199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2472515106
validation[          , genome  7144] predictions:    9758/  10000 (97.58%), best:    9793/10000 (97.93%), error:       752.07501, best error:       670.28333 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 177.6617584229s, input_fired_time: 1.9274466038, output_fired_time: 0.6088035107, propagate_forward_time: 74.0105133057, propagate_backward_time: 98.7574081421, weight_update_time: 0.0849423185, other_time: 2.3575820923
epoch time: 10.4376325607s, input_fired_time: 0.0992851704, output_fired_time: 0.0000000000, propagate_forward_time: 10.0946016312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2437458038
validation[          , genome  7144] predictions:    9749/  10000 (97.49%), best:    9793/10000 (97.93%), error:       819.91681, best error:       670.28333 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 179.7283782959s, input_fired_time: 1.9319481850, output_fired_time: 0.6108595729, propagate_forward_time: 73.1355056763, propagate_backward_time: 102.6919403076, weight_update_time: 0.0872253552, other_time: 1.3581314087
epoch time: 10.4434061050s, input_fired_time: 0.0993261114, output_fired_time: 0.0000000000, propagate_forward_time: 10.1030588150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2410211563
validation[          , genome  7144] predictions:    9769/  10000 (97.69%), best:    9793/10000 (97.93%), error:       755.79010, best error:       670.28333 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 179.6571044922s, input_fired_time: 0.9263045192, output_fired_time: 2.6179955006, propagate_forward_time: 29.9470996857, propagate_backward_time: 142.8007812500, weight_update_time: 0.0850451440, other_time: 3.3649291992
epoch time: 10.4549436569s, input_fired_time: 0.0998402908, output_fired_time: 0.0000000000, propagate_forward_time: 10.1122169495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2428865433
validation[          , genome  7144] predictions:    9682/  10000 (96.82%), best:    9793/10000 (97.93%), error:      1046.42419, best error:       670.28333 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 178.5027770996s, input_fired_time: 0.9291284084, output_fired_time: 0.6107859015, propagate_forward_time: 44.8117065430, propagate_backward_time: 126.7814025879, weight_update_time: 0.0848353133, other_time: 5.3697662354
epoch time: 12.5700817108s, input_fired_time: 0.1016220674, output_fired_time: 0.0000000000, propagate_forward_time: 12.2275724411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2408876419
validation[          , genome  7144] predictions:    9776/  10000 (97.76%), best:    9793/10000 (97.93%), error:       723.95856, best error:       670.28333 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 177.5346221924s, input_fired_time: 4.8412179947, output_fired_time: 0.6129104495, propagate_forward_time: 60.0450477600, propagate_backward_time: 110.6840209961, weight_update_time: 0.0844570771, other_time: 1.3514251709
epoch time: 12.4410438538s, input_fired_time: 0.0999896675, output_fired_time: 0.0000000000, propagate_forward_time: 12.0999298096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2411241531
validation[          , genome  7144] predictions:    9779/  10000 (97.79%), best:    9793/10000 (97.93%), error:       718.99506, best error:       670.28333 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 177.6029815674s, input_fired_time: 5.9420471191, output_fired_time: 0.6116675735, propagate_forward_time: 53.8984756470, propagate_backward_time: 110.7803497314, weight_update_time: 0.0850728601, other_time: 6.3704452515
epoch time: 11.4277362823s, input_fired_time: 0.1000553593, output_fired_time: 0.0000000000, propagate_forward_time: 11.0885372162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2391433716
validation[          , genome  7144] predictions:    9767/  10000 (97.67%), best:    9793/10000 (97.93%), error:       713.09320, best error:       670.28333 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 178.3786773682s, input_fired_time: 0.9254388809, output_fired_time: 0.6094570756, propagate_forward_time: 55.8012275696, propagate_backward_time: 119.6922225952, weight_update_time: 0.0843957514, other_time: 1.3503341675
epoch time: 10.4289932251s, input_fired_time: 0.0991580784, output_fired_time: 0.0000000000, propagate_forward_time: 10.0903806686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2394542694
validation[          , genome  7144] predictions:    9776/  10000 (97.76%), best:    9793/10000 (97.93%), error:       695.74017, best error:       670.28333 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 177.4864044189s, input_fired_time: 4.9401760101, output_fired_time: 0.6114578843, propagate_forward_time: 57.8156890869, propagate_backward_time: 110.7627487183, weight_update_time: 0.0846884325, other_time: 3.3563308716
epoch time: 10.4535474777s, input_fired_time: 4.0149431229, output_fired_time: 0.0000000000, propagate_forward_time: 6.1987924576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2398118973
validation[          , genome  7144] predictions:    9795/  10000 (97.95%), best:    9793/10000 (97.93%), error:       730.86755, best error:       670.28333 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 178.3574066162s, input_fired_time: 3.9393744469, output_fired_time: 2.6158893108, propagate_forward_time: 56.8128242493, propagate_backward_time: 110.6245803833, weight_update_time: 0.0849448144, other_time: 4.3647384644
epoch time: 10.5466613770s, input_fired_time: 0.1003710702, output_fired_time: 0.0000000000, propagate_forward_time: 10.2036333084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2426567078
validation[          , genome  7144] predictions:    9602/  10000 (96.02%), best:    9793/10000 (97.93%), error:      1303.31384, best error:       670.28333 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 179.3854522705s, input_fired_time: 0.9294516444, output_fired_time: 2.6189203262, propagate_forward_time: 52.0131759644, propagate_backward_time: 109.6221923828, weight_update_time: 1.0875102282, other_time: 14.2016983032
epoch time: 10.5377883911s, input_fired_time: 0.1003173143, output_fired_time: 0.0000000000, propagate_forward_time: 10.1958465576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2416248322
validation[          , genome  7144] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       806.35248, best error:       670.28333 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 179.4658966064s, input_fired_time: 0.9295104742, output_fired_time: 0.6089919806, propagate_forward_time: 59.9456367493, propagate_backward_time: 115.6231918335, weight_update_time: 0.0852631703, other_time: 2.3585739136
epoch time: 10.4421234131s, input_fired_time: 0.1000263020, output_fired_time: 0.0000000000, propagate_forward_time: 8.0902090073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2518882751
validation[          , genome  7144] predictions:    9781/  10000 (97.81%), best:    9793/10000 (97.93%), error:       729.84760, best error:       670.28333 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 179.5111846924s, input_fired_time: 0.9298519492, output_fired_time: 0.6087095141, propagate_forward_time: 67.9677505493, propagate_backward_time: 107.6440124512, weight_update_time: 0.0847772211, other_time: 2.3608627319
epoch time: 10.5306119919s, input_fired_time: 0.1015921384, output_fired_time: 0.0000000000, propagate_forward_time: 10.1882333755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2407865524
validation[          , genome  7144] predictions:    9779/  10000 (97.79%), best:    9793/10000 (97.93%), error:       714.65845, best error:       670.28333 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 179.4623565674s, input_fired_time: 0.9313640594, output_fired_time: 0.6108931303, propagate_forward_time: 56.9500732422, propagate_backward_time: 112.6884765625, weight_update_time: 0.0846176520, other_time: 8.2815551758
epoch time: 10.4483423233s, input_fired_time: 0.1010468677, output_fired_time: 0.0000000000, propagate_forward_time: 9.2036561966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1436395645
validation[          , genome  7144] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       770.01318, best error:       670.28333 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 179.5424957275s, input_fired_time: 2.9393463135, output_fired_time: 0.6094852686, propagate_forward_time: 45.8753700256, propagate_backward_time: 127.7622375488, weight_update_time: 0.0846236274, other_time: 2.3560638428
epoch time: 10.4500513077s, input_fired_time: 0.1010294333, output_fired_time: 0.0000000000, propagate_forward_time: 9.1049642563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2440576553
validation[          , genome  7144] predictions:    9780/  10000 (97.80%), best:    9793/10000 (97.93%), error:       694.87378, best error:       670.28333 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 179.4268493652s, input_fired_time: 2.9363298416, output_fired_time: 0.6094682813, propagate_forward_time: 59.0605010986, propagate_backward_time: 113.5619583130, weight_update_time: 0.0846393928, other_time: 3.2585983276
epoch time: 10.5288877487s, input_fired_time: 0.1001974195, output_fired_time: 0.0000000000, propagate_forward_time: 10.1882467270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2404432297
validation[          , genome  7144] predictions:    9770/  10000 (97.70%), best:    9793/10000 (97.93%), error:       752.26672, best error:       670.28333 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 179.5985260010s, input_fired_time: 1.9336328506, output_fired_time: 0.6106913090, propagate_forward_time: 40.9295158386, propagate_backward_time: 133.7705383301, weight_update_time: 0.0847003683, other_time: 2.3541412354
epoch time: 10.4318466187s, input_fired_time: 0.1015056148, output_fired_time: 0.0000000000, propagate_forward_time: 10.0898427963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2404985428
validation[          , genome  7144] predictions:    9756/  10000 (97.56%), best:    9793/10000 (97.93%), error:       795.97040, best error:       670.28333 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 179.4929504395s, input_fired_time: 1.9340393543, output_fired_time: 1.6135983467, propagate_forward_time: 31.8149604797, propagate_backward_time: 140.7714080811, weight_update_time: 0.0859322622, other_time: 3.3589477539
epoch time: 10.4463195801s, input_fired_time: 0.1011262536, output_fired_time: 0.0000000000, propagate_forward_time: 10.1045627594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2406301498
validation[          , genome  7144] predictions:    9763/  10000 (97.63%), best:    9793/10000 (97.93%), error:       769.08093, best error:       670.28333 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 179.6398468018s, input_fired_time: 0.9339058399, output_fired_time: 4.6277527809, propagate_forward_time: 68.0578079224, propagate_backward_time: 102.6586837769, weight_update_time: 0.0849555135, other_time: 3.3617095947
epoch time: 10.4327001572s, input_fired_time: 0.1012990624, output_fired_time: 0.0000000000, propagate_forward_time: 10.0912675858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2401332855
validation[          , genome  7144] predictions:    9769/  10000 (97.69%), best:    9793/10000 (97.93%), error:       769.19556, best error:       670.28333 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 178.2894897461s, input_fired_time: 3.9438431263, output_fired_time: 0.6100363135, propagate_forward_time: 60.6169319153, propagate_backward_time: 107.7527999878, weight_update_time: 0.0847763270, other_time: 5.3658828735
epoch time: 10.4378566742s, input_fired_time: 0.1013741344, output_fired_time: 0.0000000000, propagate_forward_time: 10.0952796936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2412033081
validation[          , genome  7144] predictions:    9753/  10000 (97.53%), best:    9793/10000 (97.93%), error:       818.30414, best error:       670.28333 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 178.3258056641s, input_fired_time: 0.9314536452, output_fired_time: 0.6083149910, propagate_forward_time: 53.8077926636, propagate_backward_time: 117.6124649048, weight_update_time: 1.0870498419, other_time: 5.3657684326
epoch time: 11.4465093613s, input_fired_time: 0.1009214818, output_fired_time: 0.0000000000, propagate_forward_time: 11.1040630341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2415246964
validation[          , genome  7144] predictions:    9769/  10000 (97.69%), best:    9793/10000 (97.93%), error:       786.21283, best error:       670.28333 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 177.3852539063s, input_fired_time: 1.9336718321, output_fired_time: 3.6208291054, propagate_forward_time: 36.9135284424, propagate_backward_time: 131.5583801270, weight_update_time: 0.0848288387, other_time: 3.3588409424
epoch time: 12.5371036530s, input_fired_time: 0.1011898518, output_fired_time: 0.0000000000, propagate_forward_time: 11.1916542053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2442598343
validation[          , genome  7144] predictions:    9761/  10000 (97.61%), best:    9793/10000 (97.93%), error:       762.75903, best error:       670.28333 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 179.6053161621s, input_fired_time: 3.9446568489, output_fired_time: 5.5261073112, propagate_forward_time: 57.9250907898, propagate_backward_time: 108.8500671387, weight_update_time: 0.0849388540, other_time: 3.3593902588
epoch time: 10.5471773148s, input_fired_time: 0.1023695916, output_fired_time: 0.0000000000, propagate_forward_time: 10.2026033401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2422046661
validation[          , genome  7144] predictions:    9765/  10000 (97.65%), best:    9793/10000 (97.93%), error:       796.34967, best error:       670.28333 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 179.3827209473s, input_fired_time: 1.9368249178, output_fired_time: 2.6175239086, propagate_forward_time: 55.8042564392, propagate_backward_time: 116.6712722778, weight_update_time: 0.0843057930, other_time: 2.3528366089
epoch time: 10.5262508392s, input_fired_time: 0.1020632610, output_fired_time: 0.0000000000, propagate_forward_time: 10.1840667725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2401208878
validation[          , genome  7144] predictions:    9781/  10000 (97.81%), best:    9793/10000 (97.93%), error:       697.72400, best error:       670.28333 on epoch:    67, 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: 57.5662956238s, input_fired_time: 0.4991345406, output_fired_time: 0.0000000000, propagate_forward_time: 54.8044204712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2627410889
best training[          , genome  7144] predictions:   49693/  50000 (99.39%), best:    9793/10000 (97.93%), error:      1245.77063, best error:       670.28333 on epoch:    67, 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: 10.5290374756s, input_fired_time: 0.0975490808, output_fired_time: 0.0000000000, propagate_forward_time: 10.1911954880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2402925491
   testing[          , genome  7144] predictions:    9812/  10000 (98.12%), best:    9793/10000 (97.93%), error:       636.47711, best error:       670.28333 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:10:19 (2028): called boinc_finish(0)

</stderr_txt>
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