Nameexact_genome_1508499903_25_14479_1
Workunit2262701
Created24 Oct 2017, 5:49:01 UTC
Sent24 Oct 2017, 6:10:46 UTC
Report deadline13 Dec 2017, 20:43:13 UTC
Received27 Oct 2017, 15:41:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 days 1 hours 21 min 53 sec
CPU time1 days 1 hours 19 min 43 sec
Validate stateValid
Credit12,651.47
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size173.46 MB
Peak swap size178.28 MB
Peak disk usage12.57 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
182800293
epoch time: 66.2388534546s, input_fired_time: 1.3020769358, output_fired_time: 0.0000000000, propagate_forward_time: 62.8036613464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1331138611
validation[          , genome 14479] predictions:    9843/  10000 (98.43%), best:    9855/10000 (98.55%), error:       511.03241, best error:       477.05762 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 834.6433105469s, input_fired_time: 10.6082372665, output_fired_time: 10.1314697266, propagate_forward_time: 314.7271728516, propagate_backward_time: 487.6643676758, weight_update_time: 0.8597665429, other_time: 11.5120849609
epoch time: 66.2180404663s, input_fired_time: 1.3027369976, output_fired_time: 0.0000000000, propagate_forward_time: 62.8268356323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0884704590
validation[          , genome 14479] predictions:    9837/  10000 (98.37%), best:    9855/10000 (98.55%), error:       539.32574, best error:       477.05762 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 835.6843261719s, input_fired_time: 10.6207952499, output_fired_time: 10.1571846008, propagate_forward_time: 315.2736511230, propagate_backward_time: 488.1454772949, weight_update_time: 0.8582535386, other_time: 11.4872436523
epoch time: 66.4706192017s, input_fired_time: 1.2956625223, output_fired_time: 0.0000000000, propagate_forward_time: 63.1221008301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0528564453
validation[          , genome 14479] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       421.41052, best error:       421.41052 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 834.6791992188s, input_fired_time: 10.6100740433, output_fired_time: 10.1391925812, propagate_forward_time: 315.2815856934, propagate_backward_time: 487.1075134277, weight_update_time: 0.8599050641, other_time: 11.5408325195
epoch time: 66.1171340942s, input_fired_time: 1.2973980904, output_fired_time: 0.0000000000, propagate_forward_time: 62.7293853760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0903472900
validation[          , genome 14479] predictions:    9777/  10000 (97.77%), best:    9875/10000 (98.75%), error:       666.33112, best error:       421.41052 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 834.4428100586s, input_fired_time: 10.6221656799, output_fired_time: 10.1296958923, propagate_forward_time: 314.5840759277, propagate_backward_time: 487.6405029297, weight_update_time: 0.8595129848, other_time: 11.4663391113
epoch time: 66.4780731201s, input_fired_time: 1.3051400185, output_fired_time: 0.0000000000, propagate_forward_time: 63.0551643372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1177711487
validation[          , genome 14479] predictions:    9803/  10000 (98.03%), best:    9875/10000 (98.75%), error:       614.24426, best error:       421.41052 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 832.2111816406s, input_fired_time: 10.6269588470, output_fired_time: 10.0957679749, propagate_forward_time: 314.0675354004, propagate_backward_time: 485.8740234375, weight_update_time: 0.8548946381, other_time: 11.5469055176
epoch time: 65.3718490601s, input_fired_time: 1.2962883711, output_fired_time: 0.0000000000, propagate_forward_time: 61.9345664978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1409950256
validation[          , genome 14479] predictions:    9808/  10000 (98.08%), best:    9875/10000 (98.75%), error:       564.49542, best error:       421.41052 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 832.9423828125s, input_fired_time: 10.6115608215, output_fired_time: 10.1000690460, propagate_forward_time: 314.1407775879, propagate_backward_time: 486.6159362793, weight_update_time: 0.8587652445, other_time: 11.4739990234
epoch time: 66.7356643677s, input_fired_time: 1.3186581135, output_fired_time: 0.0000000000, propagate_forward_time: 63.2531890869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1638183594
validation[          , genome 14479] predictions:    9838/  10000 (98.38%), best:    9875/10000 (98.75%), error:       472.85226, best error:       421.41052 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 834.6557617188s, input_fired_time: 10.6662435532, output_fired_time: 10.1380205154, propagate_forward_time: 315.0850524902, propagate_backward_time: 487.2363281250, weight_update_time: 0.8671997786, other_time: 11.5301208496
epoch time: 65.4384918213s, input_fired_time: 1.3024580479, output_fired_time: 0.0000000000, propagate_forward_time: 62.0057487488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1302833557
validation[          , genome 14479] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       401.43335, best error:       401.43335 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 830.7768554688s, input_fired_time: 10.6185283661, output_fired_time: 10.0860567093, propagate_forward_time: 313.4915161133, propagate_backward_time: 485.1243286133, weight_update_time: 0.8524278998, other_time: 11.4564208984
epoch time: 66.1115570068s, input_fired_time: 1.3130034208, output_fired_time: 0.0000000000, propagate_forward_time: 62.7093276978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0892257690
validation[          , genome 14479] predictions:    9853/  10000 (98.53%), best:    9870/10000 (98.70%), error:       464.49310, best error:       401.43335 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 833.9747924805s, input_fired_time: 10.6200590134, output_fired_time: 10.0952787399, propagate_forward_time: 314.7735595703, propagate_backward_time: 486.9994506836, weight_update_time: 0.8570882678, other_time: 11.4864501953
epoch time: 66.3560562134s, input_fired_time: 1.3111913204, output_fired_time: 0.0000000000, propagate_forward_time: 62.8869590759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1579093933
validation[          , genome 14479] predictions:    9852/  10000 (98.52%), best:    9870/10000 (98.70%), error:       446.24216, best error:       401.43335 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 831.9185791016s, input_fired_time: 10.6306896210, output_fired_time: 10.1026372910, propagate_forward_time: 313.8471374512, propagate_backward_time: 485.8283386230, weight_update_time: 0.8552120328, other_time: 11.5097656250
epoch time: 66.6957855225s, input_fired_time: 1.3112857342, output_fired_time: 0.0000000000, propagate_forward_time: 63.3115386963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0729598999
validation[          , genome 14479] predictions:    9845/  10000 (98.45%), best:    9870/10000 (98.70%), error:       518.76105, best error:       401.43335 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 836.7499389648s, input_fired_time: 10.6751279831, output_fired_time: 10.1861743927, propagate_forward_time: 315.8603515625, propagate_backward_time: 488.4637756348, weight_update_time: 0.8582089543, other_time: 11.5645446777
epoch time: 66.5589065552s, input_fired_time: 1.3018590212, output_fired_time: 0.0000000000, propagate_forward_time: 63.1732063293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0838432312
validation[          , genome 14479] predictions:    9878/  10000 (98.78%), best:    9870/10000 (98.70%), error:       423.32855, best error:       401.43335 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 833.9126586914s, input_fired_time: 10.6764421463, output_fired_time: 10.1254425049, propagate_forward_time: 314.6166992188, propagate_backward_time: 486.8863525391, weight_update_time: 0.8615981340, other_time: 11.6077270508
epoch time: 66.8227996826s, input_fired_time: 1.3024318218, output_fired_time: 0.0000000000, propagate_forward_time: 63.5071487427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0132217407
validation[          , genome 14479] predictions:    9849/  10000 (98.49%), best:    9870/10000 (98.70%), error:       456.48206, best error:       401.43335 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 833.5336303711s, input_fired_time: 10.6987752914, output_fired_time: 10.1955738068, propagate_forward_time: 314.5216674805, propagate_backward_time: 486.4613952637, weight_update_time: 0.8703328967, other_time: 11.6562194824
epoch time: 66.7640914917s, input_fired_time: 1.3151638508, output_fired_time: 0.0000000000, propagate_forward_time: 63.2855949402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1633338928
validation[          , genome 14479] predictions:    9836/  10000 (98.36%), best:    9870/10000 (98.70%), error:       520.79999, best error:       401.43335 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 836.5972290039s, input_fired_time: 10.6650247574, output_fired_time: 10.1661853790, propagate_forward_time: 316.1057739258, propagate_backward_time: 488.1308288574, weight_update_time: 0.8695523739, other_time: 11.5293884277
epoch time: 66.3090209961s, input_fired_time: 1.3079546690, output_fired_time: 0.0000000000, propagate_forward_time: 62.9018707275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0991973877
validation[          , genome 14479] predictions:    9871/  10000 (98.71%), best:    9870/10000 (98.70%), error:       446.16647, best error:       401.43335 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 831.4705200195s, input_fired_time: 10.6703987122, output_fired_time: 10.1325244904, propagate_forward_time: 313.6820678711, propagate_backward_time: 485.2100219727, weight_update_time: 0.8701935410, other_time: 11.7755126953
epoch time: 66.7245941162s, input_fired_time: 1.3264547586, output_fired_time: 0.0000000000, propagate_forward_time: 63.2799606323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1181793213
validation[          , genome 14479] predictions:    9865/  10000 (98.65%), best:    9870/10000 (98.70%), error:       429.96188, best error:       401.43335 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 833.3159179688s, input_fired_time: 10.6914405823, output_fired_time: 10.1558790207, propagate_forward_time: 314.1967773438, propagate_backward_time: 486.6425476074, weight_update_time: 0.8608378172, other_time: 11.6292419434
epoch time: 66.6631393433s, input_fired_time: 1.3150067329, output_fired_time: 0.0000000000, propagate_forward_time: 63.2728576660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0752716064
validation[          , genome 14479] predictions:    9865/  10000 (98.65%), best:    9870/10000 (98.70%), error:       456.25320, best error:       401.43335 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 833.0656127930s, input_fired_time: 10.7091274261, output_fired_time: 10.1354360580, propagate_forward_time: 314.0499572754, propagate_backward_time: 486.4829711914, weight_update_time: 0.8626393080, other_time: 11.6881408691
epoch time: 65.8974990845s, input_fired_time: 1.3156656027, output_fired_time: 0.0000000000, propagate_forward_time: 62.4130287170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1688041687
validation[          , genome 14479] predictions:    9851/  10000 (98.51%), best:    9870/10000 (98.70%), error:       462.12012, best error:       401.43335 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 833.1978759766s, input_fired_time: 10.6569709778, output_fired_time: 10.1141862869, propagate_forward_time: 314.3562011719, propagate_backward_time: 486.5627136230, weight_update_time: 0.8530947566, other_time: 11.5077819824
epoch time: 66.3945846558s, input_fired_time: 1.3140676022, output_fired_time: 0.0000000000, propagate_forward_time: 62.9879684448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0925521851
validation[          , genome 14479] predictions:    9856/  10000 (98.56%), best:    9870/10000 (98.70%), error:       462.48590, best error:       401.43335 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 833.4136352539s, input_fired_time: 10.6705427170, output_fired_time: 10.1193094254, propagate_forward_time: 314.5838012695, propagate_backward_time: 486.5626525879, weight_update_time: 0.8590039015, other_time: 11.4773254395
epoch time: 66.5044403076s, input_fired_time: 1.3150908947, output_fired_time: 0.0000000000, propagate_forward_time: 63.1025733948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0867729187
validation[          , genome 14479] predictions:    9828/  10000 (98.28%), best:    9870/10000 (98.70%), error:       526.73297, best error:       401.43335 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 834.0756835938s, input_fired_time: 10.7184543610, output_fired_time: 10.1493864059, propagate_forward_time: 314.6019897461, propagate_backward_time: 486.9277038574, weight_update_time: 0.8711046576, other_time: 11.6781311035
epoch time: 65.4369125366s, input_fired_time: 1.3068642616, output_fired_time: 0.0000000000, propagate_forward_time: 61.9840583801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1459922791
validation[          , genome 14479] predictions:    9866/  10000 (98.66%), best:    9870/10000 (98.70%), error:       420.24609, best error:       401.43335 on epoch:    22, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 830.2157592773s, input_fired_time: 10.6819210052, output_fired_time: 10.1002550125, propagate_forward_time: 313.0994567871, propagate_backward_time: 484.8298034668, weight_update_time: 0.8600025177, other_time: 11.5042724609
epoch time: 65.9326019287s, input_fired_time: 1.3094887733, output_fired_time: 0.0000000000, propagate_forward_time: 62.5213432312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1017723083
validation[          , genome 14479] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       378.07092, best error:       378.07092 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 834.2100219727s, input_fired_time: 10.6951522827, output_fired_time: 10.1398334503, propagate_forward_time: 314.8011169434, propagate_backward_time: 487.0783691406, weight_update_time: 0.8559289575, other_time: 11.4955749512
epoch time: 66.1151504517s, input_fired_time: 1.3112457991, output_fired_time: 0.0000000000, propagate_forward_time: 62.7056198120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0982818604
validation[          , genome 14479] predictions:    9863/  10000 (98.63%), best:    9875/10000 (98.75%), error:       449.37631, best error:       378.07092 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 832.4274902344s, input_fired_time: 10.7013692856, output_fired_time: 10.1099290848, propagate_forward_time: 314.5177917480, propagate_backward_time: 485.5029296875, weight_update_time: 0.8678457737, other_time: 11.5954895020
epoch time: 64.8562698364s, input_fired_time: 1.3087807894, output_fired_time: 0.0000000000, propagate_forward_time: 61.4200248718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1274642944
validation[          , genome 14479] predictions:    9873/  10000 (98.73%), best:    9875/10000 (98.75%), error:       393.88751, best error:       378.07092 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 832.2260131836s, input_fired_time: 10.7105226517, output_fired_time: 10.1201801300, propagate_forward_time: 313.7498779297, propagate_backward_time: 485.9831542969, weight_update_time: 0.8619219661, other_time: 11.6622924805
epoch time: 65.5112228394s, input_fired_time: 1.3144171238, output_fired_time: 0.0000000000, propagate_forward_time: 62.0756492615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1211585999
validation[          , genome 14479] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       373.56412, best error:       373.56412 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 827.3970947266s, input_fired_time: 10.6612701416, output_fired_time: 10.0454273224, propagate_forward_time: 311.9402465820, propagate_backward_time: 483.2466430664, weight_update_time: 0.8580253124, other_time: 11.5035400391
epoch time: 66.5375671387s, input_fired_time: 1.3069653511, output_fired_time: 0.0000000000, propagate_forward_time: 63.2167091370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0138893127
validation[          , genome 14479] predictions:    9832/  10000 (98.32%), best:    9886/10000 (98.86%), error:       490.30792, best error:       373.56412 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 834.1718139648s, input_fired_time: 10.6571292877, output_fired_time: 10.1171140671, propagate_forward_time: 315.0344238281, propagate_backward_time: 487.0278320313, weight_update_time: 0.8512660861, other_time: 11.3353271484
epoch time: 66.2656250000s, input_fired_time: 1.3128134012, output_fired_time: 0.0000000000, propagate_forward_time: 62.8787117004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0741004944
validation[          , genome 14479] predictions:    9850/  10000 (98.50%), best:    9886/10000 (98.86%), error:       472.07962, best error:       373.56412 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 831.8478393555s, input_fired_time: 10.6586561203, output_fired_time: 10.0843896866, propagate_forward_time: 314.0364990234, propagate_backward_time: 485.7944641113, weight_update_time: 0.8502200842, other_time: 11.2738342285
epoch time: 65.3604049683s, input_fired_time: 1.3101571798, output_fired_time: 0.0000000000, propagate_forward_time: 61.9271354675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1231117249
validation[          , genome 14479] predictions:    9873/  10000 (98.73%), best:    9886/10000 (98.86%), error:       399.49738, best error:       373.56412 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 831.6530151367s, input_fired_time: 10.6897048950, output_fired_time: 10.0917797089, propagate_forward_time: 313.7696228027, propagate_backward_time: 485.6473388672, weight_update_time: 0.8611473441, other_time: 11.4545593262
epoch time: 66.3046340942s, input_fired_time: 1.2981866598, output_fired_time: 0.0000000000, propagate_forward_time: 63.0223884583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9840583801
validation[          , genome 14479] predictions:    9880/  10000 (98.80%), best:    9886/10000 (98.86%), error:       389.76154, best error:       373.56412 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 832.5407104492s, input_fired_time: 10.6727790833, output_fired_time: 10.1036262512, propagate_forward_time: 314.3540649414, propagate_backward_time: 485.9691772461, weight_update_time: 0.8487046361, other_time: 11.4410400391
epoch time: 66.2556533813s, input_fired_time: 1.3075635433, output_fired_time: 0.0000000000, propagate_forward_time: 62.9147987366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0332908630
validation[          , genome 14479] predictions:    9874/  10000 (98.74%), best:    9886/10000 (98.86%), error:       395.29385, best error:       373.56412 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 835.1638183594s, input_fired_time: 10.7028083801, output_fired_time: 10.1221170425, propagate_forward_time: 315.6138305664, propagate_backward_time: 487.3866577148, weight_update_time: 0.8563276529, other_time: 11.3383789063
epoch time: 64.4747467041s, input_fired_time: 1.2986841202, output_fired_time: 0.0000000000, propagate_forward_time: 61.0920829773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0839805603
validation[          , genome 14479] predictions:    9862/  10000 (98.62%), best:    9886/10000 (98.86%), error:       430.38013, best error:       373.56412 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 836.1563720703s, input_fired_time: 10.6937770844, output_fired_time: 10.1599187851, propagate_forward_time: 315.8362731934, propagate_backward_time: 488.0870361328, weight_update_time: 0.8537480831, other_time: 11.3793640137
epoch time: 65.7072677612s, input_fired_time: 1.3198366165, output_fired_time: 0.0000000000, propagate_forward_time: 62.2380256653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1494026184
validation[          , genome 14479] predictions:    9872/  10000 (98.72%), best:    9886/10000 (98.86%), error:       383.79779, best error:       373.56412 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 830.3601074219s, input_fired_time: 10.6958074570, output_fired_time: 10.0894918442, propagate_forward_time: 313.3971862793, propagate_backward_time: 484.6622924805, weight_update_time: 0.8624153733, other_time: 11.5153503418
epoch time: 65.9039688110s, input_fired_time: 1.3119659424, output_fired_time: 0.0000000000, propagate_forward_time: 62.5344314575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0575714111
validation[          , genome 14479] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       360.11050, best error:       360.11050 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 832.7700805664s, input_fired_time: 10.7463588715, output_fired_time: 10.1193256378, propagate_forward_time: 314.4373474121, propagate_backward_time: 485.9122009277, weight_update_time: 0.8585729599, other_time: 11.5548706055
epoch time: 66.1098175049s, input_fired_time: 1.3135205507, output_fired_time: 0.0000000000, propagate_forward_time: 62.7026710510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0936241150
validation[          , genome 14479] predictions:    9871/  10000 (98.71%), best:    9889/10000 (98.89%), error:       380.02374, best error:       360.11050 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 832.0319213867s, input_fired_time: 10.6900253296, output_fired_time: 10.1044120789, propagate_forward_time: 314.0772705078, propagate_backward_time: 485.7088928223, weight_update_time: 0.8521615267, other_time: 11.4513244629
epoch time: 65.6735839844s, input_fired_time: 1.3345694542, output_fired_time: 0.0000000000, propagate_forward_time: 62.2047843933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1342277527
validation[          , genome 14479] predictions:    9869/  10000 (98.69%), best:    9889/10000 (98.89%), error:       433.08548, best error:       360.11050 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 831.1961059570s, input_fired_time: 10.6917839050, output_fired_time: 10.1047353745, propagate_forward_time: 313.4803161621, propagate_backward_time: 485.4620666504, weight_update_time: 0.8575578332, other_time: 11.4572143555
epoch time: 66.7161026001s, input_fired_time: 1.3160383701, output_fired_time: 0.0000000000, propagate_forward_time: 63.4118690491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9881935120
validation[          , genome 14479] predictions:    9874/  10000 (98.74%), best:    9889/10000 (98.89%), error:       384.09949, best error:       360.11050 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 836.0928955078s, input_fired_time: 10.7529306412, output_fired_time: 10.1476030350, propagate_forward_time: 315.5580444336, propagate_backward_time: 488.0534667969, weight_update_time: 0.8636540174, other_time: 11.5808715820
epoch time: 66.7894668579s, input_fired_time: 1.3127117157, output_fired_time: 0.0000000000, propagate_forward_time: 63.4433860779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0333671570
validation[          , genome 14479] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       355.07852, best error:       355.07852 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 830.4791259766s, input_fired_time: 10.6941394806, output_fired_time: 10.0906038284, propagate_forward_time: 313.4495544434, propagate_backward_time: 484.7528076172, weight_update_time: 0.8588991165, other_time: 11.4920349121
epoch time: 66.3934097290s, input_fired_time: 1.3271731138, output_fired_time: 0.0000000000, propagate_forward_time: 62.9914474487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0747909546
validation[          , genome 14479] predictions:    9886/  10000 (98.86%), best:    9881/10000 (98.81%), error:       359.41193, best error:       355.07852 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 835.9262695313s, input_fired_time: 10.7524089813, output_fired_time: 10.1534299850, propagate_forward_time: 315.6286315918, propagate_backward_time: 487.9098205566, weight_update_time: 0.8557841182, other_time: 11.4819946289
epoch time: 66.4864730835s, input_fired_time: 1.3247858286, output_fired_time: 0.0000000000, propagate_forward_time: 63.0369148254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1247749329
validation[          , genome 14479] predictions:    9852/  10000 (98.52%), best:    9881/10000 (98.81%), error:       439.46689, best error:       355.07852 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 833.5706787109s, input_fired_time: 10.7170171738, output_fired_time: 10.1126890182, propagate_forward_time: 314.7692260742, propagate_backward_time: 486.4319152832, weight_update_time: 0.8573694229, other_time: 11.5398254395
epoch time: 66.5065536499s, input_fired_time: 1.3154108524, output_fired_time: 0.0000000000, propagate_forward_time: 63.1214103699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0697288513
validation[          , genome 14479] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       354.22729, best error:       354.22729 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 831.6998901367s, input_fired_time: 10.7326135635, output_fired_time: 10.1086282730, propagate_forward_time: 313.9887084961, propagate_backward_time: 485.2748413086, weight_update_time: 0.8627271056, other_time: 11.5950927734
epoch time: 65.3137512207s, input_fired_time: 1.3428807259, output_fired_time: 0.0000000000, propagate_forward_time: 61.6868743896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2839965820
validation[          , genome 14479] predictions:    9872/  10000 (98.72%), best:    9897/10000 (98.97%), error:       374.69128, best error:       354.22729 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 829.8510131836s, input_fired_time: 10.7467660904, output_fired_time: 10.0960226059, propagate_forward_time: 313.2833251953, propagate_backward_time: 484.0856018066, weight_update_time: 0.8581237197, other_time: 11.6393127441
epoch time: 65.9678192139s, input_fired_time: 1.3458528519, output_fired_time: 0.0000000000, propagate_forward_time: 62.4290313721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1929321289
validation[          , genome 14479] predictions:    9877/  10000 (98.77%), best:    9897/10000 (98.97%), error:       377.94147, best error:       354.22729 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 834.0037231445s, input_fired_time: 10.7354278564, output_fired_time: 10.1198310852, propagate_forward_time: 315.0289916992, propagate_backward_time: 486.6407470703, weight_update_time: 0.8580725789, other_time: 11.4787597656
epoch time: 65.6025619507s, input_fired_time: 1.3216197491, output_fired_time: 0.0000000000, propagate_forward_time: 62.1458892822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1350555420
validation[          , genome 14479] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       341.19016, best error:       341.19016 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 834.4891357422s, input_fired_time: 10.7473526001, output_fired_time: 10.1448259354, propagate_forward_time: 315.1925659180, propagate_backward_time: 486.9049072266, weight_update_time: 0.8584419489, other_time: 11.4994506836
epoch time: 66.1999664307s, input_fired_time: 1.3197400570, output_fired_time: 0.0000000000, propagate_forward_time: 62.7901268005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0900993347
validation[          , genome 14479] predictions:    9886/  10000 (98.86%), best:    9882/10000 (98.82%), error:       370.48300, best error:       341.19016 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 832.8885498047s, input_fired_time: 10.7358970642, output_fired_time: 10.1240339279, propagate_forward_time: 314.1484375000, propagate_backward_time: 486.3611450195, weight_update_time: 0.8619223833, other_time: 11.5190429688
epoch time: 66.5638275146s, input_fired_time: 1.3288141489, output_fired_time: 0.0000000000, propagate_forward_time: 63.1522560120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0827598572
validation[          , genome 14479] predictions:    9846/  10000 (98.46%), best:    9882/10000 (98.82%), error:       513.76306, best error:       341.19016 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 832.5721435547s, input_fired_time: 10.7074718475, output_fired_time: 10.0931396484, propagate_forward_time: 314.3275756836, propagate_backward_time: 486.0932922363, weight_update_time: 0.8508921266, other_time: 11.3506774902
epoch time: 66.5610656738s, input_fired_time: 1.3352313042, output_fired_time: 0.0000000000, propagate_forward_time: 63.0853919983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1404457092
validation[          , genome 14479] predictions:    9894/  10000 (98.94%), best:    9882/10000 (98.82%), error:       344.32669, best error:       341.19016 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 832.1579589844s, input_fired_time: 10.7129907608, output_fired_time: 10.1046648026, propagate_forward_time: 314.0867919922, propagate_backward_time: 485.8173828125, weight_update_time: 0.8492972851, other_time: 11.4360961914
epoch time: 65.8189239502s, input_fired_time: 1.3213899136, output_fired_time: 0.0000000000, propagate_forward_time: 62.4168701172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0806655884
validation[          , genome 14479] predictions:    9894/  10000 (98.94%), best:    9882/10000 (98.82%), error:       342.69135, best error:       341.19016 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 832.6788330078s, input_fired_time: 10.7224483490, output_fired_time: 10.0906333923, propagate_forward_time: 314.1958007813, propagate_backward_time: 486.2980041504, weight_update_time: 0.8492453098, other_time: 11.3719177246
epoch time: 66.4310455322s, input_fired_time: 1.3236122131, output_fired_time: 0.0000000000, propagate_forward_time: 63.0547256470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0527114868
validation[          , genome 14479] predictions:    9886/  10000 (98.86%), best:    9882/10000 (98.82%), error:       366.47894, best error:       341.19016 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 831.4370117188s, input_fired_time: 10.7213554382, output_fired_time: 10.0676641464, propagate_forward_time: 313.7473754883, propagate_backward_time: 485.4408569336, weight_update_time: 0.8549590707, other_time: 11.4597167969
epoch time: 66.5016021729s, input_fired_time: 1.3105624914, output_fired_time: 0.0000000000, propagate_forward_time: 63.1876106262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0034294128
validation[          , genome 14479] predictions:    9896/  10000 (98.96%), best:    9882/10000 (98.82%), error:       342.28638, best error:       341.19016 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 832.8571777344s, input_fired_time: 10.7351026535, output_fired_time: 10.1038961411, propagate_forward_time: 314.4383544922, propagate_backward_time: 486.1260070801, weight_update_time: 0.8571054339, other_time: 11.4538269043
epoch time: 66.5129394531s, input_fired_time: 1.3219631910, output_fired_time: 0.0000000000, propagate_forward_time: 63.1717681885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0192108154
validation[          , genome 14479] predictions:    9891/  10000 (98.91%), best:    9882/10000 (98.82%), error:       352.15555, best error:       341.19016 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 830.4539794922s, input_fired_time: 10.7261295319, output_fired_time: 10.0804958344, propagate_forward_time: 313.3919067383, propagate_backward_time: 484.7734680176, weight_update_time: 0.8582442403, other_time: 11.4819641113
epoch time: 65.9549865723s, input_fired_time: 1.2985130548, output_fired_time: 0.0000000000, propagate_forward_time: 62.7136535645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9428176880
validation[          , genome 14479] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       340.72119, best error:       340.72119 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 833.6909790039s, input_fired_time: 10.7070808411, output_fired_time: 10.0856637955, propagate_forward_time: 314.9470520020, propagate_backward_time: 486.6530456543, weight_update_time: 0.8468897343, other_time: 11.2980957031
epoch time: 66.8147048950s, input_fired_time: 1.3116148710, output_fired_time: 0.0000000000, propagate_forward_time: 63.5695877075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9335021973
validation[          , genome 14479] predictions:    9884/  10000 (98.84%), best:    9893/10000 (98.93%), error:       354.34399, best error:       340.72119 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 834.0151977539s, input_fired_time: 10.6961784363, output_fired_time: 10.0889053345, propagate_forward_time: 315.1025695801, propagate_backward_time: 486.8477783203, weight_update_time: 0.8466718197, other_time: 11.2797546387
epoch time: 66.5468750000s, input_fired_time: 1.3218642473, output_fired_time: 0.0000000000, propagate_forward_time: 63.1346740723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0903396606
validation[          , genome 14479] predictions:    9877/  10000 (98.77%), best:    9893/10000 (98.93%), error:       392.18182, best error:       340.72119 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 832.9517211914s, input_fired_time: 10.7136659622, output_fired_time: 10.0624437332, propagate_forward_time: 314.3557434082, propagate_backward_time: 486.5480346680, weight_update_time: 0.8530595303, other_time: 11.2718200684
epoch time: 66.8163909912s, input_fired_time: 1.3230848312, output_fired_time: 0.0000000000, propagate_forward_time: 63.4499816895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0433273315
validation[          , genome 14479] predictions:    9887/  10000 (98.87%), best:    9893/10000 (98.93%), error:       350.87680, best error:       340.72119 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 833.2913818359s, input_fired_time: 10.7069101334, output_fired_time: 10.0718841553, propagate_forward_time: 314.9286499023, propagate_backward_time: 486.3017578125, weight_update_time: 0.8452920914, other_time: 11.2821655273
epoch time: 66.2450027466s, input_fired_time: 1.3133492470, output_fired_time: 0.0000000000, propagate_forward_time: 62.8576698303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0739860535
validation[          , genome 14479] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       320.34052, best error:       320.34052 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 836.1114501953s, input_fired_time: 10.7325153351, output_fired_time: 10.1185035706, propagate_forward_time: 315.9045410156, propagate_backward_time: 488.0565795898, weight_update_time: 0.8490182757, other_time: 11.2992553711
epoch time: 66.0655059814s, input_fired_time: 1.3254238367, output_fired_time: 0.0000000000, propagate_forward_time: 62.6006317139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1394500732
validation[          , genome 14479] predictions:    9882/  10000 (98.82%), best:    9900/10000 (99.00%), error:       384.49719, best error:       320.34052 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 830.5673828125s, input_fired_time: 10.7432241440, output_fired_time: 10.0798101425, propagate_forward_time: 313.3293762207, propagate_backward_time: 484.9465637207, weight_update_time: 0.8522569537, other_time: 11.4683837891
epoch time: 66.7821121216s, input_fired_time: 1.3369026184, output_fired_time: 0.0000000000, propagate_forward_time: 63.3534698486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0917358398
validation[          , genome 14479] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       337.08438, best error:       320.34052 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 832.2732543945s, input_fired_time: 10.7449998856, output_fired_time: 10.0986928940, propagate_forward_time: 314.3173522949, propagate_backward_time: 485.6570434570, weight_update_time: 0.8540003300, other_time: 11.4551696777
epoch time: 67.1684112549s, input_fired_time: 1.3346420527, output_fired_time: 0.0000000000, propagate_forward_time: 63.8074378967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0263328552
validation[          , genome 14479] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       315.13660, best error:       315.13660 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 832.5671997070s, input_fired_time: 10.7645988464, output_fired_time: 10.0990543365, propagate_forward_time: 314.2968444824, propagate_backward_time: 485.8497619629, weight_update_time: 0.8571956754, other_time: 11.5569458008
epoch time: 66.5674514771s, input_fired_time: 1.3224290609, output_fired_time: 0.0000000000, propagate_forward_time: 63.2194671631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0255584717
validation[          , genome 14479] predictions:    9901/  10000 (99.01%), best:    9892/10000 (98.92%), error:       325.02798, best error:       315.13660 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 836.5649414063s, input_fired_time: 10.7804231644, output_fired_time: 10.1345520020, propagate_forward_time: 315.8938903809, propagate_backward_time: 488.2889099121, weight_update_time: 0.8559234142, other_time: 11.4672241211
epoch time: 66.8230361938s, input_fired_time: 1.3277579546, output_fired_time: 0.0000000000, propagate_forward_time: 63.4247817993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0704956055
validation[          , genome 14479] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       330.19540, best error:       315.13660 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 833.0584716797s, input_fired_time: 10.7806930542, output_fired_time: 10.1137132645, propagate_forward_time: 314.4856872559, propagate_backward_time: 486.1611328125, weight_update_time: 0.8581552505, other_time: 11.5172424316
epoch time: 66.3876876831s, input_fired_time: 1.3177417517, output_fired_time: 0.0000000000, propagate_forward_time: 63.0561676025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0137786865
validation[          , genome 14479] predictions:    9895/  10000 (98.95%), best:    9892/10000 (98.92%), error:       325.13193, best error:       315.13660 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 835.6640625000s, input_fired_time: 10.7447109222, output_fired_time: 10.1235952377, propagate_forward_time: 315.5498657227, propagate_backward_time: 487.8738403320, weight_update_time: 0.8505164981, other_time: 11.3720703125
epoch time: 65.9884567261s, input_fired_time: 1.3259017467, output_fired_time: 0.0000000000, propagate_forward_time: 62.5556640625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1068878174
validation[          , genome 14479] predictions:    9895/  10000 (98.95%), best:    9892/10000 (98.92%), error:       322.68018, best error:       315.13660 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 831.8166503906s, input_fired_time: 10.7673807144, output_fired_time: 10.1098480225, propagate_forward_time: 314.0059814453, propagate_backward_time: 485.4928283691, weight_update_time: 0.8529240489, other_time: 11.4405822754
epoch time: 64.9276733398s, input_fired_time: 1.3114587069, output_fired_time: 0.0000000000, propagate_forward_time: 61.5275459290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0886688232
validation[          , genome 14479] predictions:    9893/  10000 (98.93%), best:    9892/10000 (98.92%), error:       339.24850, best error:       315.13660 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 830.8316650391s, input_fired_time: 10.7137460709, output_fired_time: 10.0650949478, propagate_forward_time: 313.5130310059, propagate_backward_time: 485.1993408203, weight_update_time: 0.8495878577, other_time: 11.3404235840
epoch time: 66.5988464355s, input_fired_time: 1.3269217014, output_fired_time: 0.0000000000, propagate_forward_time: 63.2243385315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0475883484
validation[          , genome 14479] predictions:    9898/  10000 (98.98%), best:    9892/10000 (98.92%), error:       326.77747, best error:       315.13660 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 831.1925048828s, input_fired_time: 10.7532901764, output_fired_time: 10.0776996613, propagate_forward_time: 313.7750244141, propagate_backward_time: 485.2268981934, weight_update_time: 0.8555891514, other_time: 11.3595886230
epoch time: 65.4285507202s, input_fired_time: 1.3281950951, output_fired_time: 0.0000000000, propagate_forward_time: 61.9782829285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1220741272
validation[          , genome 14479] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       309.82028, best error:       309.82028 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 835.5654907227s, input_fired_time: 10.7412786484, output_fired_time: 10.1102056503, propagate_forward_time: 315.8713989258, propagate_backward_time: 487.6624450684, weight_update_time: 0.8434439301, other_time: 11.1801452637
epoch time: 66.7476730347s, input_fired_time: 1.3273593187, output_fired_time: 0.0000000000, propagate_forward_time: 63.4124259949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0078849792
validation[          , genome 14479] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       309.62128, best error:       309.62128 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 835.2371826172s, input_fired_time: 10.7509689331, output_fired_time: 10.1108493805, propagate_forward_time: 315.3254699707, propagate_backward_time: 487.6732788086, weight_update_time: 0.8485876918, other_time: 11.3766174316
epoch time: 66.7029724121s, input_fired_time: 1.3449649811, output_fired_time: 0.0000000000, propagate_forward_time: 63.2674369812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0905723572
validation[          , genome 14479] predictions:    9903/  10000 (99.03%), best:    9902/10000 (99.02%), error:       314.80011, best error:       309.62128 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 831.0671386719s, input_fired_time: 10.7737646103, output_fired_time: 10.0881261826, propagate_forward_time: 313.8089294434, propagate_backward_time: 484.9930419922, weight_update_time: 0.8545181751, other_time: 11.4032897949
epoch time: 66.5997009277s, input_fired_time: 1.3316851854, output_fired_time: 0.0000000000, propagate_forward_time: 63.2261962891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0418167114
validation[          , genome 14479] predictions:    9901/  10000 (99.01%), best:    9902/10000 (99.02%), error:       314.13742, best error:       309.62128 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 832.3731079102s, input_fired_time: 10.7536821365, output_fired_time: 10.0785112381, propagate_forward_time: 314.0981140137, propagate_backward_time: 486.0711669922, weight_update_time: 0.8482634425, other_time: 11.3716735840
epoch time: 65.7465972900s, input_fired_time: 1.3204859495, output_fired_time: 0.0000000000, propagate_forward_time: 62.3597221375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0663871765
validation[          , genome 14479] predictions:    9892/  10000 (98.92%), best:    9902/10000 (99.02%), error:       324.01950, best error:       309.62128 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 832.1090698242s, input_fired_time: 10.7212858200, output_fired_time: 10.0658102036, propagate_forward_time: 314.3010864258, propagate_backward_time: 485.7972412109, weight_update_time: 0.8499479294, other_time: 11.2236328125
epoch time: 66.3045654297s, input_fired_time: 1.3195319176, output_fired_time: 0.0000000000, propagate_forward_time: 62.9594497681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0255813599
validation[          , genome 14479] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       318.27042, best error:       309.62128 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 834.4334716797s, input_fired_time: 10.7961654663, output_fired_time: 10.1043634415, propagate_forward_time: 315.3776550293, propagate_backward_time: 486.8003540039, weight_update_time: 0.8518042564, other_time: 11.3549499512
epoch time: 66.6232910156s, input_fired_time: 1.3251385689, output_fired_time: 0.0000000000, propagate_forward_time: 63.2993049622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9988441467
validation[          , genome 14479] predictions:    9904/  10000 (99.04%), best:    9902/10000 (99.02%), error:       311.26212, best error:       309.62128 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 834.0372314453s, input_fired_time: 10.7781820297, output_fired_time: 10.0989770889, propagate_forward_time: 314.9010314941, propagate_backward_time: 486.8598327637, weight_update_time: 0.8573493958, other_time: 11.3991699219
epoch time: 66.9234619141s, input_fired_time: 1.3451600075, output_fired_time: 0.0000000000, propagate_forward_time: 63.4833030701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0949974060
validation[          , genome 14479] predictions:    9886/  10000 (98.86%), best:    9902/10000 (99.02%), error:       373.52728, best error:       309.62128 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 833.3488769531s, input_fired_time: 10.7751884460, output_fired_time: 10.1190681458, propagate_forward_time: 314.4736328125, propagate_backward_time: 486.4653320313, weight_update_time: 0.8546118140, other_time: 11.5156250000
epoch time: 66.1793441772s, input_fired_time: 1.3275049925, output_fired_time: 0.0000000000, propagate_forward_time: 62.8258705139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0259666443
validation[          , genome 14479] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       309.47626, best error:       309.47626 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 835.8052368164s, input_fired_time: 10.7773303986, output_fired_time: 10.1079568863, propagate_forward_time: 316.0039367676, propagate_backward_time: 487.6506347656, weight_update_time: 0.8472272158, other_time: 11.2653503418
epoch time: 66.6372375488s, input_fired_time: 1.3449391127, output_fired_time: 0.0000000000, propagate_forward_time: 63.2014923096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0908050537
validation[          , genome 14479] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       306.63611, best error:       306.63611 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 837.6203613281s, input_fired_time: 10.8030614853, output_fired_time: 10.1323709488, propagate_forward_time: 316.7428283691, propagate_backward_time: 488.6110534668, weight_update_time: 0.8515492082, other_time: 11.3310546875
epoch time: 66.8725738525s, input_fired_time: 1.3341463804, output_fired_time: 0.0000000000, propagate_forward_time: 63.5198898315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0185394287
validation[          , genome 14479] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       297.58777, best error:       297.58777 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 831.5773315430s, input_fired_time: 10.7548675537, output_fired_time: 10.0782365799, propagate_forward_time: 313.9991455078, propagate_backward_time: 485.3689270020, weight_update_time: 0.8505666852, other_time: 11.3761291504
epoch time: 65.5259323120s, input_fired_time: 1.3210605383, output_fired_time: 0.0000000000, propagate_forward_time: 62.1125946045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0922775269
validation[          , genome 14479] predictions:    9907/  10000 (99.07%), best:    9901/10000 (99.01%), error:       311.75888, best error:       297.58777 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 833.9284667969s, input_fired_time: 10.7600822449, output_fired_time: 10.0797157288, propagate_forward_time: 315.0543518066, propagate_backward_time: 486.7321472168, weight_update_time: 0.8501492143, other_time: 11.3021850586
epoch time: 66.5379714966s, input_fired_time: 1.3385193348, output_fired_time: 0.0000000000, propagate_forward_time: 63.1615028381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0379524231
validation[          , genome 14479] predictions:    9898/  10000 (98.98%), best:    9901/10000 (99.01%), error:       336.79861, best error:       297.58777 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 832.2910156250s, input_fired_time: 10.7482748032, output_fired_time: 10.0601453781, propagate_forward_time: 314.0422973633, propagate_backward_time: 486.2338256836, weight_update_time: 0.8411840796, other_time: 11.2064819336
epoch time: 63.5674209595s, input_fired_time: 1.2960143089, output_fired_time: 0.0000000000, propagate_forward_time: 60.1712303162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1001777649
validation[          , genome 14479] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       307.84222, best error:       297.58777 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 835.5926513672s, input_fired_time: 10.9585561752, output_fired_time: 10.2014894485, propagate_forward_time: 315.4469299316, propagate_backward_time: 487.0726318359, weight_update_time: 0.8839377761, other_time: 11.9130554199
epoch time: 66.5560607910s, input_fired_time: 1.3892339468, output_fired_time: 0.0000000000, propagate_forward_time: 62.8684959412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2983283997
validation[          , genome 14479] predictions:    9902/  10000 (99.02%), best:    9901/10000 (99.01%), error:       310.07642, best error:       297.58777 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 835.6868286133s, input_fired_time: 11.1635131836, output_fired_time: 10.3494758606, propagate_forward_time: 314.6526489258, propagate_backward_time: 486.5660705566, weight_update_time: 0.9356922507, other_time: 12.9551086426
epoch time: 66.6314392090s, input_fired_time: 1.3910797834, output_fired_time: 0.0000000000, propagate_forward_time: 62.9123268127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3280296326
validation[          , genome 14479] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       307.00848, best error:       297.58777 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 836.0377197266s, input_fired_time: 11.2148237228, output_fired_time: 10.3724594116, propagate_forward_time: 314.7203979492, propagate_backward_time: 486.5884704590, weight_update_time: 0.9550568461, other_time: 13.1415710449
epoch time: 66.8914642334s, input_fired_time: 1.4142655134, output_fired_time: 0.0000000000, propagate_forward_time: 63.0942840576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3829116821
validation[          , genome 14479] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       295.41376, best error:       295.41376 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 836.7272338867s, input_fired_time: 11.1773529053, output_fired_time: 10.3365478516, propagate_forward_time: 315.1154785156, propagate_backward_time: 487.1034851074, weight_update_time: 0.9404661655, other_time: 12.9943542480
epoch time: 66.2055816650s, input_fired_time: 1.3807346821, output_fired_time: 0.0000000000, propagate_forward_time: 62.5346527100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2901916504
validation[          , genome 14479] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       304.09277, best error:       295.41376 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 835.8500976563s, input_fired_time: 11.1308135986, output_fired_time: 10.2783813477, propagate_forward_time: 314.8609924316, propagate_backward_time: 486.8699645996, weight_update_time: 0.9251585603, other_time: 12.7099609375
epoch time: 67.2281723022s, input_fired_time: 1.3897942305, output_fired_time: 0.0000000000, propagate_forward_time: 63.5676803589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2706985474
validation[          , genome 14479] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       305.48572, best error:       295.41376 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 836.2269897461s, input_fired_time: 11.0921611786, output_fired_time: 10.2631721497, propagate_forward_time: 315.2170410156, propagate_backward_time: 487.0277709961, weight_update_time: 0.9162824154, other_time: 12.6268310547
epoch time: 66.7288894653s, input_fired_time: 1.3986039162, output_fired_time: 0.0000000000, propagate_forward_time: 63.0477981567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2824859619
validation[          , genome 14479] predictions:    9908/  10000 (99.08%), best:    9906/10000 (99.06%), error:       298.78745, best error:       295.41376 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 835.7604370117s, input_fired_time: 11.1113796234, output_fired_time: 10.2834434509, propagate_forward_time: 314.6764221191, propagate_backward_time: 486.8533630371, weight_update_time: 0.9344630241, other_time: 12.8358154297
epoch time: 64.9865570068s, input_fired_time: 1.3637561798, output_fired_time: 0.0000000000, propagate_forward_time: 61.3684654236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2543373108
validation[          , genome 14479] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       302.34100, best error:       295.41376 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 835.5778808594s, input_fired_time: 11.0747928619, output_fired_time: 10.2416372299, propagate_forward_time: 315.0506591797, propagate_backward_time: 486.6044921875, weight_update_time: 0.9146367908, other_time: 12.6063232422
epoch time: 66.6254806519s, input_fired_time: 1.3713778257, output_fired_time: 0.0000000000, propagate_forward_time: 63.0154800415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2386245728
validation[          , genome 14479] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       301.26257, best error:       295.41376 on epoch:    95, 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: 334.7525024414s, input_fired_time: 6.9382066727, output_fired_time: 0.0000000000, propagate_forward_time: 316.3644104004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.4498901367
best training[          , genome 14479] predictions:   50000/  50000 (100.00%), best:    9906/10000 (99.06%), error:       137.07951, best error:       295.41376 on epoch:    95, 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: 66.8472595215s, input_fired_time: 1.3816399574, output_fired_time: 0.0000000000, propagate_forward_time: 63.1677207947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2979011536
   testing[          , genome 14479] predictions:    9910/  10000 (99.10%), best:    9906/10000 (99.06%), error:       267.29120, best error:       295.41376 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:40:28 (3016): called boinc_finish(0)

</stderr_txt>
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