Nameexact_genome_1512568488_45_7096_0
Workunit2606703
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:52:36 UTC
Report deadline15 Dec 2017, 4:18:00 UTC
Received8 Dec 2017, 15:02:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time4 hours 41 min 35 sec
CPU time3 hours 36 min 20 sec
Validate stateValid
Credit1,796.08
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.96 MB
Peak swap size157.88 MB
Peak disk usage1.90 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
dation[          , genome  7096] predictions:    9694/  10000 (96.94%), best:    9732/10000 (97.32%), error:      1037.76111, best error:       930.30597 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 116.2082061768s, input_fired_time: 1.2145979404, output_fired_time: 1.0449005365, propagate_forward_time: 43.5944938660, propagate_backward_time: 67.5340499878, weight_update_time: 0.1386899948, other_time: 2.8201675415
epoch time: 10.0436735153s, input_fired_time: 0.1395251900, output_fired_time: 0.0000000000, propagate_forward_time: 9.2953414917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088066101
validation[          , genome  7096] predictions:    9662/  10000 (96.62%), best:    9732/10000 (97.32%), error:      1083.70435, best error:       930.30597 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 115.5587997437s, input_fired_time: 1.2001711130, output_fired_time: 1.0078876019, propagate_forward_time: 43.2515411377, propagate_backward_time: 67.3292083740, weight_update_time: 0.1359082162, other_time: 2.7699890137
epoch time: 10.8718976974s, input_fired_time: 0.1368960440, output_fired_time: 0.0000000000, propagate_forward_time: 10.2284317017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065698624
validation[          , genome  7096] predictions:    9700/  10000 (97.00%), best:    9732/10000 (97.32%), error:       994.36798, best error:       930.30597 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 116.7820205688s, input_fired_time: 1.1593288183, output_fired_time: 1.0083001852, propagate_forward_time: 43.8053283691, propagate_backward_time: 67.9029159546, weight_update_time: 0.1367094666, other_time: 2.9061431885
epoch time: 10.5570440292s, input_fired_time: 0.1391186714, output_fired_time: 0.0000000000, propagate_forward_time: 9.8562927246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5616321564
validation[          , genome  7096] predictions:    9656/  10000 (96.56%), best:    9732/10000 (97.32%), error:      1130.82532, best error:       930.30597 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 114.5649261475s, input_fired_time: 1.1709713936, output_fired_time: 1.0262669325, propagate_forward_time: 42.8604049683, propagate_backward_time: 66.7820892334, weight_update_time: 0.1386136562, other_time: 2.7251892090
epoch time: 9.9776554108s, input_fired_time: 0.1476225853, output_fired_time: 0.0000000000, propagate_forward_time: 9.3314199448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986124039
validation[          , genome  7096] predictions:    9683/  10000 (96.83%), best:    9732/10000 (97.32%), error:      1088.28210, best error:       930.30597 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 114.9487075806s, input_fired_time: 1.2220753431, output_fired_time: 1.0812764168, propagate_forward_time: 43.1833419800, propagate_backward_time: 66.7477722168, weight_update_time: 0.1337839216, other_time: 2.7142410278
epoch time: 9.3471508026s, input_fired_time: 0.1479097456, output_fired_time: 0.0000000000, propagate_forward_time: 8.6987781525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004625320
validation[          , genome  7096] predictions:    9706/  10000 (97.06%), best:    9732/10000 (97.32%), error:       993.00311, best error:       930.30597 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 117.8110427856s, input_fired_time: 1.1755017042, output_fired_time: 1.0291489363, propagate_forward_time: 44.4708671570, propagate_backward_time: 68.2950057983, weight_update_time: 0.1384026706, other_time: 2.8405227661
epoch time: 9.0394268036s, input_fired_time: 0.1459697932, output_fired_time: 0.0000000000, propagate_forward_time: 8.4108591080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4825983047
validation[          , genome  7096] predictions:    9664/  10000 (96.64%), best:    9732/10000 (97.32%), error:      1089.48401, best error:       930.30597 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 118.6963577271s, input_fired_time: 1.1608538628, output_fired_time: 1.0538626909, propagate_forward_time: 44.3122749329, propagate_backward_time: 69.3388366699, weight_update_time: 0.1362015903, other_time: 2.8305358887
epoch time: 9.2288122177s, input_fired_time: 0.1858387887, output_fired_time: 0.0000000000, propagate_forward_time: 8.5307044983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122690201
validation[          , genome  7096] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       905.20789, best error:       905.20789 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 110.2767868042s, input_fired_time: 1.1418215036, output_fired_time: 0.9833768010, propagate_forward_time: 41.1036453247, propagate_backward_time: 64.2661209106, weight_update_time: 0.1334152371, other_time: 2.7818222046
epoch time: 11.6861600876s, input_fired_time: 0.1410980374, output_fired_time: 0.0000000000, propagate_forward_time: 10.9449291229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6001329422
validation[          , genome  7096] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       829.34583, best error:       829.34583 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 114.3667831421s, input_fired_time: 1.1563186646, output_fired_time: 0.9992050529, propagate_forward_time: 42.7269134521, propagate_backward_time: 66.7667236328, weight_update_time: 0.1355282515, other_time: 2.7176208496
epoch time: 9.6297035217s, input_fired_time: 0.1453702599, output_fired_time: 0.0000000000, propagate_forward_time: 9.0020418167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822912216
validation[          , genome  7096] predictions:    9743/  10000 (97.43%), best:    9760/10000 (97.60%), error:       862.86359, best error:       829.34583 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.7536163330s, input_fired_time: 1.2110114098, output_fired_time: 1.2254053354, propagate_forward_time: 44.9893531799, propagate_backward_time: 69.2929229736, weight_update_time: 0.1364381462, other_time: 3.0349273682
epoch time: 9.1563396454s, input_fired_time: 0.1466231495, output_fired_time: 0.0000000000, propagate_forward_time: 8.5261878967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835281372
validation[          , genome  7096] predictions:    9725/  10000 (97.25%), best:    9760/10000 (97.60%), error:       948.85754, best error:       829.34583 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 116.2353057861s, input_fired_time: 1.2415802479, output_fired_time: 1.0566602945, propagate_forward_time: 43.4861145020, propagate_backward_time: 67.6231536865, weight_update_time: 0.1362036765, other_time: 2.8277969360
epoch time: 9.2622442245s, input_fired_time: 0.1406147331, output_fired_time: 0.0000000000, propagate_forward_time: 8.6210460663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005836487
validation[          , genome  7096] predictions:    9737/  10000 (97.37%), best:    9760/10000 (97.60%), error:       925.64563, best error:       829.34583 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 113.7402343750s, input_fired_time: 1.1509022713, output_fired_time: 1.0103087425, propagate_forward_time: 42.7099266052, propagate_backward_time: 66.1843185425, weight_update_time: 0.1346262246, other_time: 2.6847763062
epoch time: 9.1569490433s, input_fired_time: 0.1477280557, output_fired_time: 0.0000000000, propagate_forward_time: 8.5163364410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928846359
validation[          , genome  7096] predictions:    9720/  10000 (97.20%), best:    9760/10000 (97.60%), error:       900.83649, best error:       829.34583 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 112.9983367920s, input_fired_time: 1.1942515373, output_fired_time: 1.0492720604, propagate_forward_time: 42.2248153687, propagate_backward_time: 65.8147201538, weight_update_time: 0.1367013752, other_time: 2.7152786255
epoch time: 9.4621915817s, input_fired_time: 0.1494069248, output_fired_time: 0.0000000000, propagate_forward_time: 8.8111267090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016574860
validation[          , genome  7096] predictions:    9719/  10000 (97.19%), best:    9760/10000 (97.60%), error:       958.40729, best error:       829.34583 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 114.0391616821s, input_fired_time: 1.1543619633, output_fired_time: 0.9932780266, propagate_forward_time: 42.8864860535, propagate_backward_time: 66.3478927612, weight_update_time: 0.1345888078, other_time: 2.6571426392
epoch time: 9.8343057632s, input_fired_time: 0.1496301293, output_fired_time: 0.0000000000, propagate_forward_time: 9.1893301010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953451157
validation[          , genome  7096] predictions:    9732/  10000 (97.32%), best:    9760/10000 (97.60%), error:       955.55261, best error:       829.34583 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 119.1372985840s, input_fired_time: 1.1698763371, output_fired_time: 1.0645363331, propagate_forward_time: 44.6087684631, propagate_backward_time: 69.4287033081, weight_update_time: 0.1848009378, other_time: 2.8654098511
epoch time: 9.0561428070s, input_fired_time: 0.1428695917, output_fired_time: 0.0000000000, propagate_forward_time: 8.4404354095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728374481
validation[          , genome  7096] predictions:    9725/  10000 (97.25%), best:    9760/10000 (97.60%), error:       959.51105, best error:       829.34583 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 116.9509963989s, input_fired_time: 1.1784398556, output_fired_time: 1.0229889154, propagate_forward_time: 44.0231056213, propagate_backward_time: 67.9904556274, weight_update_time: 0.1380596012, other_time: 2.7360153198
epoch time: 9.5906352997s, input_fired_time: 0.1534860879, output_fired_time: 0.0000000000, propagate_forward_time: 8.9294347763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077142715
validation[          , genome  7096] predictions:    9716/  10000 (97.16%), best:    9760/10000 (97.60%), error:       926.14618, best error:       829.34583 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 116.3906707764s, input_fired_time: 1.1688598394, output_fired_time: 1.1209549904, propagate_forward_time: 43.5904541016, propagate_backward_time: 67.7062149048, weight_update_time: 0.1364617199, other_time: 2.8041839600
epoch time: 8.9980516434s, input_fired_time: 0.1421389580, output_fired_time: 0.0000000000, propagate_forward_time: 8.3851804733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707326889
validation[          , genome  7096] predictions:    9693/  10000 (96.93%), best:    9760/10000 (97.60%), error:      1002.15466, best error:       829.34583 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 118.2138214111s, input_fired_time: 1.1728429794, output_fired_time: 1.0652436018, propagate_forward_time: 44.3456077576, propagate_backward_time: 68.8586044312, weight_update_time: 0.1375605017, other_time: 2.7715225220
epoch time: 8.9827413559s, input_fired_time: 0.1454941332, output_fired_time: 0.0000000000, propagate_forward_time: 8.3572416306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800052643
validation[          , genome  7096] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       792.14178, best error:       792.14178 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.8494110107s, input_fired_time: 1.1797063351, output_fired_time: 1.1512122154, propagate_forward_time: 43.4506034851, propagate_backward_time: 67.2690429688, weight_update_time: 0.1381579936, other_time: 2.7988433838
epoch time: 9.2812671661s, input_fired_time: 0.1881920397, output_fired_time: 0.0000000000, propagate_forward_time: 8.6252641678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678106308
validation[          , genome  7096] predictions:    9687/  10000 (96.87%), best:    9768/10000 (97.68%), error:      1051.77747, best error:       792.14178 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 115.7093734741s, input_fired_time: 1.2474498749, output_fired_time: 1.1375019550, propagate_forward_time: 43.2589492798, propagate_backward_time: 67.3805923462, weight_update_time: 0.1361319423, other_time: 2.6848754883
epoch time: 8.5499124527s, input_fired_time: 0.1415312290, output_fired_time: 0.0000000000, propagate_forward_time: 7.9435729980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648084641
validation[          , genome  7096] predictions:    9696/  10000 (96.96%), best:    9768/10000 (97.68%), error:      1062.93262, best error:       792.14178 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 111.6872253418s, input_fired_time: 1.1647909880, output_fired_time: 1.0054515600, propagate_forward_time: 41.7104148865, propagate_backward_time: 65.1338119507, weight_update_time: 0.1359056830, other_time: 2.6727523804
epoch time: 9.0349483490s, input_fired_time: 0.1443749219, output_fired_time: 0.0000000000, propagate_forward_time: 8.3553638458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352096558
validation[          , genome  7096] predictions:    9728/  10000 (97.28%), best:    9768/10000 (97.68%), error:       883.68579, best error:       792.14178 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 123.7752151489s, input_fired_time: 1.3907746077, output_fired_time: 1.1438294649, propagate_forward_time: 46.1908988953, propagate_backward_time: 72.1305236816, weight_update_time: 0.1557341963, other_time: 2.9191894531
epoch time: 9.5307674408s, input_fired_time: 0.1990337223, output_fired_time: 0.0000000000, propagate_forward_time: 8.8270435333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046901703
validation[          , genome  7096] predictions:    9698/  10000 (96.98%), best:    9768/10000 (97.68%), error:       961.94635, best error:       792.14178 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 120.3160247803s, input_fired_time: 1.1881682873, output_fired_time: 1.0284337997, propagate_forward_time: 45.1490898132, propagate_backward_time: 70.1494827271, weight_update_time: 0.1391912103, other_time: 2.8008499146
epoch time: 8.7586460114s, input_fired_time: 0.1451142728, output_fired_time: 0.0000000000, propagate_forward_time: 8.1369142532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766178131
validation[          , genome  7096] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       882.29584, best error:       792.14178 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 156.3448944092s, input_fired_time: 1.7337707281, output_fired_time: 1.0926814079, propagate_forward_time: 58.3316154480, propagate_backward_time: 91.4562225342, weight_update_time: 0.1472132951, other_time: 3.7306060791
epoch time: 14.9828481674s, input_fired_time: 0.1625813693, output_fired_time: 0.0000000000, propagate_forward_time: 14.2781829834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420837402
validation[          , genome  7096] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       962.21851, best error:       792.14178 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 202.6580810547s, input_fired_time: 2.5212435722, output_fired_time: 2.1479120255, propagate_forward_time: 76.4579544067, propagate_backward_time: 117.2609024048, weight_update_time: 0.2316828221, other_time: 4.2700653076
epoch time: 19.2979774475s, input_fired_time: 0.1635879725, output_fired_time: 0.0000000000, propagate_forward_time: 18.4048995972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7294902802
validation[          , genome  7096] predictions:    9720/  10000 (97.20%), best:    9768/10000 (97.68%), error:       923.85974, best error:       792.14178 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 237.9139862061s, input_fired_time: 2.4665441513, output_fired_time: 2.6449785233, propagate_forward_time: 94.2831039429, propagate_backward_time: 132.9848632813, weight_update_time: 0.2316812724, other_time: 5.5345153809
epoch time: 18.5527572632s, input_fired_time: 0.1635439396, output_fired_time: 0.0000000000, propagate_forward_time: 17.0962677002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2929458618
validation[          , genome  7096] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       771.12390, best error:       771.12390 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 123.3870925903s, input_fired_time: 1.3650115728, output_fired_time: 1.0177938938, propagate_forward_time: 45.8063125610, propagate_backward_time: 72.3940582275, weight_update_time: 0.1375302374, other_time: 2.8039169312
epoch time: 9.5344772339s, input_fired_time: 0.1536181718, output_fired_time: 0.0000000000, propagate_forward_time: 8.8759517670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049076080
validation[          , genome  7096] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       868.33246, best error:       771.12390 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 120.8912429810s, input_fired_time: 1.1873308420, output_fired_time: 1.0305702686, propagate_forward_time: 45.3042488098, propagate_backward_time: 70.4196319580, weight_update_time: 0.1392792761, other_time: 2.9494628906
epoch time: 9.5409936905s, input_fired_time: 0.1475478411, output_fired_time: 0.0000000000, propagate_forward_time: 8.9053850174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880609512
validation[          , genome  7096] predictions:    9736/  10000 (97.36%), best:    9769/10000 (97.69%), error:       899.67188, best error:       771.12390 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 116.7584381104s, input_fired_time: 1.2550425529, output_fired_time: 1.0172507763, propagate_forward_time: 43.5953598022, propagate_backward_time: 68.1294250488, weight_update_time: 0.1371078342, other_time: 2.7613601685
epoch time: 9.3753366470s, input_fired_time: 0.1933730543, output_fired_time: 0.0000000000, propagate_forward_time: 8.6084766388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734872818
validation[          , genome  7096] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       827.40509, best error:       771.12390 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 120.0487747192s, input_fired_time: 1.3415304422, output_fired_time: 1.0269557238, propagate_forward_time: 44.5354728699, propagate_backward_time: 70.2502746582, weight_update_time: 0.1386541724, other_time: 2.8945465088
epoch time: 9.3483066559s, input_fired_time: 0.2334206849, output_fired_time: 0.0000000000, propagate_forward_time: 8.5884771347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264091492
validation[          , genome  7096] predictions:    9678/  10000 (96.78%), best:    9769/10000 (97.69%), error:      1056.14917, best error:       771.12390 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 115.7243499756s, input_fired_time: 1.3325295448, output_fired_time: 1.0767376423, propagate_forward_time: 43.1098022461, propagate_backward_time: 67.4266815186, weight_update_time: 0.1345616579, other_time: 2.7786026001
epoch time: 9.1848907471s, input_fired_time: 0.1439078897, output_fired_time: 0.0000000000, propagate_forward_time: 8.5066280365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343551636
validation[          , genome  7096] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       914.65100, best error:       771.12390 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 116.4599533081s, input_fired_time: 1.3005068302, output_fired_time: 1.0868145227, propagate_forward_time: 43.6946449280, propagate_backward_time: 67.5358810425, weight_update_time: 0.1343532354, other_time: 2.8421096802
epoch time: 9.8235387802s, input_fired_time: 0.1588974744, output_fired_time: 0.0000000000, propagate_forward_time: 9.1982326508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664087296
validation[          , genome  7096] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       902.73071, best error:       771.12390 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 116.0746994019s, input_fired_time: 1.1792218685, output_fired_time: 1.0127607584, propagate_forward_time: 43.6568260193, propagate_backward_time: 67.4414749146, weight_update_time: 0.1374918669, other_time: 2.7844161987
epoch time: 10.3943080902s, input_fired_time: 0.1554792672, output_fired_time: 0.0000000000, propagate_forward_time: 9.6708230972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680055618
validation[          , genome  7096] predictions:    9725/  10000 (97.25%), best:    9769/10000 (97.69%), error:       972.75146, best error:       771.12390 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 112.7258682251s, input_fired_time: 1.1647174358, output_fired_time: 0.9916189313, propagate_forward_time: 42.0262260437, propagate_backward_time: 65.8925781250, weight_update_time: 0.1346103102, other_time: 2.6507263184
epoch time: 9.4039230347s, input_fired_time: 0.1479129195, output_fired_time: 0.0000000000, propagate_forward_time: 8.7092199326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467901230
validation[          , genome  7096] predictions:    9752/  10000 (97.52%), best:    9769/10000 (97.69%), error:       844.38068, best error:       771.12390 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 113.9285659790s, input_fired_time: 1.1617896557, output_fired_time: 1.1015743017, propagate_forward_time: 42.6957168579, propagate_backward_time: 66.2663803101, weight_update_time: 0.1335970610, other_time: 2.7031021118
epoch time: 9.1233339310s, input_fired_time: 0.1870804429, output_fired_time: 0.0000000000, propagate_forward_time: 8.4773406982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589128494
validation[          , genome  7096] predictions:    9713/  10000 (97.13%), best:    9769/10000 (97.69%), error:       940.20898, best error:       771.12390 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.4201660156s, input_fired_time: 1.1901167631, output_fired_time: 1.1515625715, propagate_forward_time: 43.5752792358, propagate_backward_time: 67.7324676514, weight_update_time: 0.1854870617, other_time: 2.7707366943
epoch time: 10.1734771729s, input_fired_time: 0.1464126855, output_fired_time: 0.0000000000, propagate_forward_time: 9.4839487076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431156158
validation[          , genome  7096] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       911.38202, best error:       771.12390 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 112.8225250244s, input_fired_time: 1.1573927402, output_fired_time: 1.1107755899, propagate_forward_time: 41.9320869446, propagate_backward_time: 65.9890594482, weight_update_time: 0.1336830705, other_time: 2.6332092285
epoch time: 10.0008001328s, input_fired_time: 0.1862395704, output_fired_time: 0.0000000000, propagate_forward_time: 9.3602705002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4542903900
validation[          , genome  7096] predictions:    9718/  10000 (97.18%), best:    9769/10000 (97.69%), error:       954.84076, best error:       771.12390 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 115.4231491089s, input_fired_time: 1.1886799335, output_fired_time: 1.0241705179, propagate_forward_time: 43.2536621094, propagate_backward_time: 67.2292785645, weight_update_time: 0.1381927878, other_time: 2.7273559570
epoch time: 10.7043867111s, input_fired_time: 0.1496587992, output_fired_time: 0.0000000000, propagate_forward_time: 10.0175542831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371732712
validation[          , genome  7096] predictions:    9762/  10000 (97.62%), best:    9769/10000 (97.69%), error:       818.95691, best error:       771.12390 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 119.9928131104s, input_fired_time: 1.2794411182, output_fired_time: 1.1132050753, propagate_forward_time: 45.0024566650, propagate_backward_time: 69.7939453125, weight_update_time: 0.1380607337, other_time: 2.8037643433
epoch time: 9.7469577789s, input_fired_time: 0.1492077708, output_fired_time: 0.0000000000, propagate_forward_time: 9.0618400574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359096527
validation[          , genome  7096] predictions:    9749/  10000 (97.49%), best:    9769/10000 (97.69%), error:       863.23553, best error:       771.12390 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 115.2026977539s, input_fired_time: 1.1930812597, output_fired_time: 1.0752755404, propagate_forward_time: 43.2015647888, propagate_backward_time: 67.0046234131, weight_update_time: 0.1386489719, other_time: 2.7281494141
epoch time: 9.6922855377s, input_fired_time: 0.1560783684, output_fired_time: 0.0000000000, propagate_forward_time: 9.0265903473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096168518
validation[          , genome  7096] predictions:    9696/  10000 (96.96%), best:    9769/10000 (97.69%), error:      1039.00891, best error:       771.12390 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 117.1993637085s, input_fired_time: 1.1788631678, output_fired_time: 1.0538961887, propagate_forward_time: 43.8084182739, propagate_backward_time: 68.4206314087, weight_update_time: 0.1364964694, other_time: 2.7375564575
epoch time: 10.0422534943s, input_fired_time: 0.1947421134, output_fired_time: 0.0000000000, propagate_forward_time: 9.2761745453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713367462
validation[          , genome  7096] predictions:    9766/  10000 (97.66%), best:    9769/10000 (97.69%), error:       795.14490, best error:       771.12390 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 121.1600341797s, input_fired_time: 1.1828423738, output_fired_time: 1.0620803833, propagate_forward_time: 45.4922027588, propagate_backward_time: 70.5424041748, weight_update_time: 0.1368702948, other_time: 2.8805007935
epoch time: 9.0928554535s, input_fired_time: 0.1451587826, output_fired_time: 0.0000000000, propagate_forward_time: 8.4742956161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734010696
validation[          , genome  7096] predictions:    9774/  10000 (97.74%), best:    9769/10000 (97.69%), error:       776.93176, best error:       771.12390 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 182.4183197021s, input_fired_time: 2.1714682579, output_fired_time: 1.4422957897, propagate_forward_time: 69.0994033813, propagate_backward_time: 106.0991973877, weight_update_time: 0.2260007560, other_time: 3.6059646606
epoch time: 17.5945682526s, input_fired_time: 0.1656442136, output_fired_time: 0.0000000000, propagate_forward_time: 16.5904598236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8384647369
validation[          , genome  7096] predictions:    9779/  10000 (97.79%), best:    9769/10000 (97.69%), error:       782.43829, best error:       771.12390 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 206.7466583252s, input_fired_time: 2.0127279758, output_fired_time: 1.7727842331, propagate_forward_time: 76.4911270142, propagate_backward_time: 122.4522247314, weight_update_time: 0.2318605185, other_time: 4.0177993774
epoch time: 14.4097337723s, input_fired_time: 0.1818538904, output_fired_time: 0.0000000000, propagate_forward_time: 13.6859560013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419235229
validation[          , genome  7096] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       834.06519, best error:       771.12390 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 180.9008178711s, input_fired_time: 1.5530273914, output_fired_time: 1.9437105656, propagate_forward_time: 70.8682556152, propagate_backward_time: 102.1593780518, weight_update_time: 0.1849261522, other_time: 4.3764495850
epoch time: 14.4810934067s, input_fired_time: 0.1659022570, output_fired_time: 0.0000000000, propagate_forward_time: 13.7425012589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5726900101
validation[          , genome  7096] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       890.87762, best error:       771.12390 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 177.3558197021s, input_fired_time: 1.3229581118, output_fired_time: 2.2082207203, propagate_forward_time: 63.8941345215, propagate_backward_time: 105.8702545166, weight_update_time: 0.4032551646, other_time: 4.0602569580
epoch time: 14.4353437424s, input_fired_time: 0.1654153317, output_fired_time: 0.0000000000, propagate_forward_time: 13.4621791840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8077487946
validation[          , genome  7096] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       878.70935, best error:       771.12390 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 177.0395965576s, input_fired_time: 1.8686190844, output_fired_time: 1.4157004356, propagate_forward_time: 65.9164123535, propagate_backward_time: 104.3156127930, weight_update_time: 0.1533465236, other_time: 3.5232543945
epoch time: 14.2999897003s, input_fired_time: 0.1652223468, output_fired_time: 0.0000000000, propagate_forward_time: 13.5643005371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704669952
validation[          , genome  7096] predictions:    9748/  10000 (97.48%), best:    9769/10000 (97.69%), error:       834.63751, best error:       771.12390 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 175.7133636475s, input_fired_time: 1.8500281572, output_fired_time: 1.6446856260, propagate_forward_time: 67.8620376587, propagate_backward_time: 99.8110580444, weight_update_time: 0.1534310132, other_time: 4.5455627441
epoch time: 15.1447649002s, input_fired_time: 0.1981546581, output_fired_time: 0.0000000000, propagate_forward_time: 14.0921783447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8544321060
validation[          , genome  7096] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       918.02161, best error:       771.12390 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 191.0816345215s, input_fired_time: 2.3250739574, output_fired_time: 1.4705767632, propagate_forward_time: 71.0847396851, propagate_backward_time: 111.4348907471, weight_update_time: 0.1537807882, other_time: 4.7663497925
epoch time: 14.2720165253s, input_fired_time: 0.1669421643, output_fired_time: 0.0000000000, propagate_forward_time: 13.3144960403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7905778885
validation[          , genome  7096] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       802.51471, best error:       771.12390 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 177.1492462158s, input_fired_time: 1.8357465267, output_fired_time: 1.6479222775, propagate_forward_time: 67.3852233887, propagate_backward_time: 101.9541854858, weight_update_time: 0.4033718705, other_time: 4.3261795044
epoch time: 14.1130456924s, input_fired_time: 0.1654711366, output_fired_time: 0.0000000000, propagate_forward_time: 13.4060230255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5415515900
validation[          , genome  7096] predictions:    9643/  10000 (96.43%), best:    9769/10000 (97.69%), error:      1142.91089, best error:       771.12390 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 192.9364776611s, input_fired_time: 1.6512067318, output_fired_time: 1.1955949068, propagate_forward_time: 75.1683349609, propagate_backward_time: 110.0628280640, weight_update_time: 0.1534469575, other_time: 4.8585128784
epoch time: 22.3187713623s, input_fired_time: 0.2598997653, output_fired_time: 0.0000000000, propagate_forward_time: 20.9106121063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1482601166
validation[          , genome  7096] predictions:    9768/  10000 (97.68%), best:    9769/10000 (97.69%), error:       802.87128, best error:       771.12390 on epoch:    40, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 244.6773681641s, input_fired_time: 3.2444586754, output_fired_time: 1.8656961918, propagate_forward_time: 91.9266967773, propagate_backward_time: 139.6702575684, weight_update_time: 0.8563075066, other_time: 7.9702606201
epoch time: 19.7123184204s, input_fired_time: 0.1673952788, output_fired_time: 0.0000000000, propagate_forward_time: 18.7026824951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8422412872
validation[          , genome  7096] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       862.36646, best error:       771.12390 on epoch:    40, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 261.4149475098s, input_fired_time: 2.1823441982, output_fired_time: 2.9292948246, propagate_forward_time: 99.6714706421, propagate_backward_time: 151.8349456787, weight_update_time: 0.5283015370, other_time: 4.7968902588
epoch time: 19.3224735260s, input_fired_time: 0.4347629845, output_fired_time: 0.0000000000, propagate_forward_time: 18.1103515625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7773590088
validation[          , genome  7096] predictions:    9733/  10000 (97.33%), best:    9769/10000 (97.69%), error:       855.08398, best error:       771.12390 on epoch:    40, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 221.4342803955s, input_fired_time: 2.6241650581, output_fired_time: 1.2400760651, propagate_forward_time: 82.6286849976, propagate_backward_time: 129.4898071289, weight_update_time: 0.1543813497, other_time: 5.4515380859
epoch time: 15.1634235382s, input_fired_time: 0.4637133777, output_fired_time: 0.0000000000, propagate_forward_time: 13.5973014832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1024084091
validation[          , genome  7096] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       815.12585, best error:       771.12390 on epoch:    40, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 178.8634033203s, input_fired_time: 1.8358803988, output_fired_time: 1.5047059059, propagate_forward_time: 69.3459548950, propagate_backward_time: 101.5280227661, weight_update_time: 0.1529538184, other_time: 4.6488494873
epoch time: 14.0126466751s, input_fired_time: 0.1667301953, output_fired_time: 0.0000000000, propagate_forward_time: 13.0560388565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7898778915
validation[          , genome  7096] predictions:    9719/  10000 (97.19%), best:    9769/10000 (97.69%), error:       918.61707, best error:       771.12390 on epoch:    40, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 184.3125915527s, input_fired_time: 1.5116070509, output_fired_time: 1.6929873228, propagate_forward_time: 73.6467514038, propagate_backward_time: 102.5755920410, weight_update_time: 0.1534151584, other_time: 4.8856430054
epoch time: 16.0476341248s, input_fired_time: 0.1671776026, output_fired_time: 0.0000000000, propagate_forward_time: 15.2782030106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6022539139
validation[          , genome  7096] predictions:    9748/  10000 (97.48%), best:    9769/10000 (97.69%), error:       843.60822, best error:       771.12390 on epoch:    40, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 176.2369232178s, input_fired_time: 2.1197507381, output_fired_time: 1.6465687752, propagate_forward_time: 64.8859100342, propagate_backward_time: 103.5426864624, weight_update_time: 0.4035536945, other_time: 4.0419998169
epoch time: 15.0557203293s, input_fired_time: 0.1664485484, output_fired_time: 0.0000000000, propagate_forward_time: 14.0974664688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7918052673
validation[          , genome  7096] predictions:    9731/  10000 (97.31%), best:    9769/10000 (97.69%), error:       898.13940, best error:       771.12390 on epoch:    40, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 181.8157348633s, input_fired_time: 1.3370046616, output_fired_time: 1.7384635210, propagate_forward_time: 69.4725112915, propagate_backward_time: 104.4349288940, weight_update_time: 0.1549449265, other_time: 4.8328247070
epoch time: 15.8943634033s, input_fired_time: 0.1674214303, output_fired_time: 0.0000000000, propagate_forward_time: 15.1867694855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401725769
validation[          , genome  7096] predictions:    9763/  10000 (97.63%), best:    9769/10000 (97.69%), error:       837.72424, best error:       771.12390 on epoch:    40, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 219.5818023682s, input_fired_time: 2.0897424221, output_fired_time: 1.9269917011, propagate_forward_time: 83.6805496216, propagate_backward_time: 126.3910903931, weight_update_time: 0.2108439058, other_time: 5.4934310913
epoch time: 13.9700899124s, input_fired_time: 0.1655377150, output_fired_time: 0.0000000000, propagate_forward_time: 12.9598712921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8446807861
validation[          , genome  7096] predictions:    9703/  10000 (97.03%), best:    9769/10000 (97.69%), error:       958.95990, best error:       771.12390 on epoch:    40, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 122.7898483276s, input_fired_time: 1.1962187290, output_fired_time: 1.0825697184, propagate_forward_time: 45.7711563110, propagate_backward_time: 71.5999984741, weight_update_time: 0.1378262043, other_time: 3.1399002075
epoch time: 10.4393568039s, input_fired_time: 0.1537774205, output_fired_time: 0.0000000000, propagate_forward_time: 9.7100811005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5754985809
validation[          , genome  7096] predictions:    9777/  10000 (97.77%), best:    9769/10000 (97.69%), error:       786.26605, best error:       771.12390 on epoch:    40, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 116.0245437622s, input_fired_time: 1.1952437162, output_fired_time: 1.0783945322, propagate_forward_time: 43.5323600769, propagate_backward_time: 67.5149307251, weight_update_time: 0.1372511089, other_time: 2.7036209106
epoch time: 10.3617076874s, input_fired_time: 0.1568858027, output_fired_time: 0.0000000000, propagate_forward_time: 9.6983327866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064888000
validation[          , genome  7096] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       798.19000, best error:       771.12390 on epoch:    40, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 117.9424667358s, input_fired_time: 1.2985018492, output_fired_time: 1.0910251141, propagate_forward_time: 44.0454063416, propagate_backward_time: 68.7832717896, weight_update_time: 0.1385317147, other_time: 2.7242660522
epoch time: 8.5867023468s, input_fired_time: 0.1460691094, output_fired_time: 0.0000000000, propagate_forward_time: 7.9709644318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696683884
validation[          , genome  7096] predictions:    9772/  10000 (97.72%), best:    9769/10000 (97.69%), error:       787.91516, best error:       771.12390 on epoch:    40, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 116.7565536499s, input_fired_time: 1.3778848648, output_fired_time: 1.0965979099, propagate_forward_time: 43.6729240417, propagate_backward_time: 67.8383483887, weight_update_time: 0.1342584640, other_time: 2.7707977295
epoch time: 10.1053161621s, input_fired_time: 0.1418194771, output_fired_time: 0.0000000000, propagate_forward_time: 9.3831787109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5803184509
validation[          , genome  7096] predictions:    9661/  10000 (96.61%), best:    9769/10000 (97.69%), error:      1091.71387, best error:       771.12390 on epoch:    40, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 119.3088760376s, input_fired_time: 1.5205571651, output_fired_time: 1.1855878830, propagate_forward_time: 44.4430198669, propagate_backward_time: 69.4156417847, weight_update_time: 0.1345099658, other_time: 2.7440719604
epoch time: 8.3921747208s, input_fired_time: 0.1445249021, output_fired_time: 0.0000000000, propagate_forward_time: 7.7858738899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617762566
validation[          , genome  7096] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       864.76099, best error:       771.12390 on epoch:    40, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 116.9059982300s, input_fired_time: 1.2738500834, output_fired_time: 0.9873959422, propagate_forward_time: 43.6908378601, propagate_backward_time: 68.2100830078, weight_update_time: 0.1339226216, other_time: 2.7438354492
epoch time: 9.7965421677s, input_fired_time: 0.1502281576, output_fired_time: 0.0000000000, propagate_forward_time: 9.1674489975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4788646698
validation[          , genome  7096] predictions:    9750/  10000 (97.50%), best:    9769/10000 (97.69%), error:       826.44348, best error:       771.12390 on epoch:    40, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 114.2454071045s, input_fired_time: 1.1801097393, output_fired_time: 1.0894535780, propagate_forward_time: 42.7568855286, propagate_backward_time: 66.3867874146, weight_update_time: 0.1342385858, other_time: 2.8321762085
epoch time: 9.0947551727s, input_fired_time: 0.1533856988, output_fired_time: 0.0000000000, propagate_forward_time: 8.4554252625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859437943
validation[          , genome  7096] predictions:    9756/  10000 (97.56%), best:    9769/10000 (97.69%), error:       771.99182, best error:       771.12390 on epoch:    40, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 116.7176818848s, input_fired_time: 1.3072485924, output_fired_time: 1.0086106062, propagate_forward_time: 43.6207885742, propagate_backward_time: 67.6988143921, weight_update_time: 0.2458773553, other_time: 3.0822143555
epoch time: 9.4488153458s, input_fired_time: 0.1555510312, output_fired_time: 0.0000000000, propagate_forward_time: 8.7939910889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992733002
validation[          , genome  7096] predictions:    9734/  10000 (97.34%), best:    9769/10000 (97.69%), error:       872.58295, best error:       771.12390 on epoch:    40, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 118.6892623901s, input_fired_time: 1.1917449236, output_fired_time: 1.0068304539, propagate_forward_time: 44.7455749512, propagate_backward_time: 69.0643692017, weight_update_time: 0.1363020092, other_time: 2.6807479858
epoch time: 14.4517955780s, input_fired_time: 0.1631676257, output_fired_time: 0.0000000000, propagate_forward_time: 13.4056053162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8830223083
validation[          , genome  7096] predictions:    9732/  10000 (97.32%), best:    9769/10000 (97.69%), error:       886.33081, best error:       771.12390 on epoch:    40, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 191.6866149902s, input_fired_time: 2.1590917110, output_fired_time: 1.4884613752, propagate_forward_time: 70.3011932373, propagate_backward_time: 113.4604568481, weight_update_time: 0.1532016695, other_time: 4.2774124146
epoch time: 18.5592632294s, input_fired_time: 0.1688114405, output_fired_time: 0.0000000000, propagate_forward_time: 17.5048828125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8855686188
validation[          , genome  7096] predictions:    9775/  10000 (97.75%), best:    9769/10000 (97.69%), error:       785.92072, best error:       771.12390 on epoch:    40, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 190.8684387207s, input_fired_time: 1.9854117632, output_fired_time: 1.7689751387, propagate_forward_time: 71.6885757446, propagate_backward_time: 111.7235565186, weight_update_time: 0.1535534412, other_time: 3.7019119263
epoch time: 16.3620433807s, input_fired_time: 0.1680735946, output_fired_time: 0.0000000000, propagate_forward_time: 15.1535243988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0404453278
validation[          , genome  7096] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       906.34235, best error:       771.12390 on epoch:    40, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 184.0290527344s, input_fired_time: 2.2535119057, output_fired_time: 2.0988476276, propagate_forward_time: 69.2343444824, propagate_backward_time: 107.2142486572, weight_update_time: 0.1532897055, other_time: 3.2281036377
epoch time: 14.9330158234s, input_fired_time: 0.1680711359, output_fired_time: 0.0000000000, propagate_forward_time: 13.9735832214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7913618088
validation[          , genome  7096] predictions:    9756/  10000 (97.56%), best:    9769/10000 (97.69%), error:       863.04285, best error:       771.12390 on epoch:    40, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 191.2254486084s, input_fired_time: 1.6602330208, output_fired_time: 1.9030574560, propagate_forward_time: 71.3665390015, propagate_backward_time: 111.7065124512, weight_update_time: 0.1533204019, other_time: 4.5891036987
epoch time: 15.1902618408s, input_fired_time: 0.1682022065, output_fired_time: 0.0000000000, propagate_forward_time: 14.2317066193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7903528214
validation[          , genome  7096] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       894.69769, best error:       771.12390 on epoch:    40, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 180.4583587646s, input_fired_time: 1.8018203974, output_fired_time: 1.8959926367, propagate_forward_time: 69.0431594849, propagate_backward_time: 103.3775405884, weight_update_time: 0.4034479260, other_time: 4.3398437500
epoch time: 15.7002592087s, input_fired_time: 0.1696532071, output_fired_time: 0.0000000000, propagate_forward_time: 14.4905033112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0401029587
validation[          , genome  7096] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       763.50488, best error:       763.50488 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 219.8163604736s, input_fired_time: 2.1293945313, output_fired_time: 2.1149833202, propagate_forward_time: 82.4387283325, propagate_backward_time: 127.3864974976, weight_update_time: 0.2802779078, other_time: 5.7467422485
epoch time: 23.9691123962s, input_fired_time: 0.3124193549, output_fired_time: 0.0000000000, propagate_forward_time: 22.2850303650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3716621399
validation[          , genome  7096] predictions:    9771/  10000 (97.71%), best:    9773/10000 (97.73%), error:       795.62738, best error:       763.50488 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 247.0147857666s, input_fired_time: 3.1641800404, output_fired_time: 2.1440799236, propagate_forward_time: 91.9695358276, propagate_backward_time: 143.8267822266, weight_update_time: 0.7160638571, other_time: 5.9102172852
epoch time: 16.1144695282s, input_fired_time: 0.2640735805, output_fired_time: 0.0000000000, propagate_forward_time: 15.0588684082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7915277481
validation[          , genome  7096] predictions:    9740/  10000 (97.40%), best:    9773/10000 (97.73%), error:       859.52045, best error:       763.50488 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 243.5220489502s, input_fired_time: 2.2704849243, output_fired_time: 1.7401733398, propagate_forward_time: 94.1032867432, propagate_backward_time: 141.2228698730, weight_update_time: 0.1546890289, other_time: 4.1852264404
epoch time: 15.1495380402s, input_fired_time: 0.1686619967, output_fired_time: 0.0000000000, propagate_forward_time: 14.4375495911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433263779
validation[          , genome  7096] predictions:    9704/  10000 (97.04%), best:    9773/10000 (97.73%), error:       956.34070, best error:       763.50488 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 186.9770812988s, input_fired_time: 1.8490010500, output_fired_time: 1.7868541479, propagate_forward_time: 69.6139984131, propagate_backward_time: 109.3367462158, weight_update_time: 0.1549835205, other_time: 4.3904876709
epoch time: 14.1161403656s, input_fired_time: 0.1688006818, output_fired_time: 0.0000000000, propagate_forward_time: 13.4083299637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390100479
validation[          , genome  7096] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       904.58160, best error:       763.50488 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 265.4432983398s, input_fired_time: 1.6931205988, output_fired_time: 2.5522251129, propagate_forward_time: 102.7717361450, propagate_backward_time: 153.2254791260, weight_update_time: 0.5283443928, other_time: 5.2007598877
epoch time: 30.7251987457s, input_fired_time: 1.1235566139, output_fired_time: 0.0000000000, propagate_forward_time: 27.8721027374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7295398712
validation[          , genome  7096] predictions:    9677/  10000 (96.77%), best:    9773/10000 (97.73%), error:      1010.22577, best error:       763.50488 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 251.1486663818s, input_fired_time: 2.2272388935, output_fired_time: 2.0981025696, propagate_forward_time: 97.3893737793, propagate_backward_time: 142.6119384766, weight_update_time: 0.1535400897, other_time: 6.8220214844
epoch time: 21.4923019409s, input_fired_time: 0.7785235643, output_fired_time: 0.0000000000, propagate_forward_time: 19.1271095276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5866680145
validation[          , genome  7096] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       851.01245, best error:       763.50488 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 251.8227081299s, input_fired_time: 2.9194190502, output_fired_time: 3.6489241123, propagate_forward_time: 92.6682586670, propagate_backward_time: 146.4687194824, weight_update_time: 0.1530025005, other_time: 6.1173858643
epoch time: 23.1486015320s, input_fired_time: 0.4200443923, output_fired_time: 0.0000000000, propagate_forward_time: 21.7669391632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9616184235
validation[          , genome  7096] predictions:    9764/  10000 (97.64%), best:    9773/10000 (97.73%), error:       831.02594, best error:       763.50488 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 261.6408691406s, input_fired_time: 2.8713877201, output_fired_time: 2.1950585842, propagate_forward_time: 97.0677871704, propagate_backward_time: 153.2938842773, weight_update_time: 0.6797424555, other_time: 6.2127380371
epoch time: 9.7277517319s, input_fired_time: 0.1619817913, output_fired_time: 0.0000000000, propagate_forward_time: 9.0544242859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113458633
validation[          , genome  7096] predictions:    9738/  10000 (97.38%), best:    9773/10000 (97.73%), error:       872.06116, best error:       763.50488 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 119.0944900513s, input_fired_time: 1.3291014433, output_fired_time: 1.0210427046, propagate_forward_time: 44.2419128418, propagate_backward_time: 69.7919540405, weight_update_time: 0.1376049966, other_time: 2.7104797363
epoch time: 10.2416763306s, input_fired_time: 0.1576747447, output_fired_time: 0.0000000000, propagate_forward_time: 9.4447870255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392145157
validation[          , genome  7096] predictions:    9722/  10000 (97.22%), best:    9773/10000 (97.73%), error:       967.84357, best error:       763.50488 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 117.9385910034s, input_fired_time: 1.2073036432, output_fired_time: 1.0164123774, propagate_forward_time: 44.4064140320, propagate_backward_time: 68.5932846069, weight_update_time: 0.1403191537, other_time: 2.7151718140
epoch time: 10.4445686340s, input_fired_time: 0.1532556117, output_fired_time: 0.0000000000, propagate_forward_time: 9.6780214310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6132917404
validation[          , genome  7096] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       919.64996, best error:       763.50488 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 116.6808166504s, input_fired_time: 1.2018901110, output_fired_time: 1.0068892241, propagate_forward_time: 43.7003211975, propagate_backward_time: 67.8677444458, weight_update_time: 0.1360689998, other_time: 2.9039688110
epoch time: 9.0053091049s, input_fired_time: 0.1538270414, output_fired_time: 0.0000000000, propagate_forward_time: 8.3679695129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835128784
validation[          , genome  7096] predictions:    9740/  10000 (97.40%), best:    9773/10000 (97.73%), error:       889.45435, best error:       763.50488 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 120.1720275879s, input_fired_time: 1.3233621120, output_fired_time: 1.0138032436, propagate_forward_time: 44.8931274414, propagate_backward_time: 70.1093826294, weight_update_time: 0.1372542381, other_time: 2.8323516846
epoch time: 10.3625440598s, input_fired_time: 0.2438451201, output_fired_time: 0.0000000000, propagate_forward_time: 9.5506372452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680618286
validation[          , genome  7096] predictions:    9747/  10000 (97.47%), best:    9773/10000 (97.73%), error:       836.27289, best error:       763.50488 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 119.8182144165s, input_fired_time: 1.2231314182, output_fired_time: 1.0278773308, propagate_forward_time: 45.4127693176, propagate_backward_time: 69.0273818970, weight_update_time: 0.1390704066, other_time: 3.1270523071
epoch time: 9.0204668045s, input_fired_time: 0.1544368118, output_fired_time: 0.0000000000, propagate_forward_time: 8.3781909943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878387451
validation[          , genome  7096] predictions:    9761/  10000 (97.61%), best:    9773/10000 (97.73%), error:       799.04370, best error:       763.50488 on epoch:    87, 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: 47.8816490173s, input_fired_time: 0.7856386900, output_fired_time: 0.0000000000, propagate_forward_time: 44.3927803040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7032318115
best training[          , genome  7096] predictions:   49697/  50000 (99.39%), best:    9773/10000 (97.73%), error:      1366.59045, best error:       763.50488 on epoch:    87, 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: 9.0001735687s, input_fired_time: 0.1521753520, output_fired_time: 0.0000000000, propagate_forward_time: 8.3639183044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4840803146
   testing[          , genome  7096] predictions:    9798/  10000 (97.98%), best:    9773/10000 (97.73%), error:       672.36261, best error:       763.50488 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:58:17 (2068): called boinc_finish(0)

</stderr_txt>
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