Nameexact_genome_1518178202_52_18389_0
Workunit2992471
Created9 Feb 2018, 18:36:00 UTC
Sent9 Feb 2018, 18:55:05 UTC
Report deadline13 Mar 2018, 12:21:38 UTC
Received13 Feb 2018, 0:46:15 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID75310
Run time12 hours 36 min 56 sec
CPU time12 hours 36 min 56 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS3.67 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size175.51 MB
Peak swap size177.94 MB
Peak disk usage3.73 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 29.1388511658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2890834808
validation[          , genome 18389] predictions:    9842/  10000 (98.42%), best:    9842/10000 (98.42%), error:       502.86469, best error:       502.86469 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 373.2207641602s, input_fired_time: 7.0732846260, output_fired_time: 4.5038790703, propagate_forward_time: 142.1079254150, propagate_backward_time: 212.0274505615, weight_update_time: 0.4419086576, other_time: 7.5082397461
epoch time: 31.1522731781s, input_fired_time: 0.7434365153, output_fired_time: 0.0000000000, propagate_forward_time: 29.1079730988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3008632660
validation[          , genome 18389] predictions:    9815/  10000 (98.15%), best:    9842/10000 (98.42%), error:       561.81647, best error:       502.86469 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 374.7926635742s, input_fired_time: 7.1299490929, output_fired_time: 4.5333499908, propagate_forward_time: 142.6364288330, propagate_backward_time: 212.9393463135, weight_update_time: 0.4445050061, other_time: 7.5535888672
epoch time: 31.1297836304s, input_fired_time: 0.7413592339, output_fired_time: 0.0000000000, propagate_forward_time: 29.1012935638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2871303558
validation[          , genome 18389] predictions:    9837/  10000 (98.37%), best:    9837/10000 (98.37%), error:       476.12512, best error:       476.12512 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 373.9826354980s, input_fired_time: 7.0810484886, output_fired_time: 4.5188064575, propagate_forward_time: 142.4270629883, propagate_backward_time: 212.4352264404, weight_update_time: 0.4428457916, other_time: 7.5204925537
epoch time: 31.1539077759s, input_fired_time: 0.7434155345, output_fired_time: 0.0000000000, propagate_forward_time: 29.1218471527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2886447906
validation[          , genome 18389] predictions:    9859/  10000 (98.59%), best:    9837/10000 (98.37%), error:       480.64838, best error:       476.12512 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 375.9800720215s, input_fired_time: 7.1393260956, output_fired_time: 4.5467371941, propagate_forward_time: 143.0987854004, propagate_backward_time: 213.6276855469, weight_update_time: 0.4455450475, other_time: 7.5675659180
epoch time: 31.7534599304s, input_fired_time: 0.7654080987, output_fired_time: 0.0000000000, propagate_forward_time: 29.6694145203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3186378479
validation[          , genome 18389] predictions:    9818/  10000 (98.18%), best:    9837/10000 (98.37%), error:       554.00336, best error:       476.12512 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 375.0282897949s, input_fired_time: 7.1305785179, output_fired_time: 4.5311484337, propagate_forward_time: 142.8100891113, propagate_backward_time: 213.0108642578, weight_update_time: 0.4435021281, other_time: 7.5455932617
epoch time: 31.2362155914s, input_fired_time: 0.7495671511, output_fired_time: 0.0000000000, propagate_forward_time: 29.1915702820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2950782776
validation[          , genome 18389] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       431.99371, best error:       431.99371 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 374.2368469238s, input_fired_time: 7.1099448204, output_fired_time: 4.5189929008, propagate_forward_time: 142.5209503174, propagate_backward_time: 212.5484313965, weight_update_time: 0.4429421127, other_time: 7.5385284424
epoch time: 31.1969184875s, input_fired_time: 0.7481133342, output_fired_time: 0.0000000000, propagate_forward_time: 29.1602153778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2885894775
validation[          , genome 18389] predictions:    9849/  10000 (98.49%), best:    9870/10000 (98.70%), error:       470.52838, best error:       431.99371 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 386.3454589844s, input_fired_time: 7.3586106300, output_fired_time: 4.6653165817, propagate_forward_time: 147.1306762695, propagate_backward_time: 219.4429016113, weight_update_time: 0.4571769238, other_time: 7.7479553223
epoch time: 33.4077720642s, input_fired_time: 0.8032707572, output_fired_time: 0.0000000000, propagate_forward_time: 31.2073936462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3971061707
validation[          , genome 18389] predictions:    9863/  10000 (98.63%), best:    9870/10000 (98.70%), error:       449.36758, best error:       431.99371 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 400.2176208496s, input_fired_time: 7.6360473633, output_fired_time: 4.8301424980, propagate_forward_time: 152.4877166748, propagate_backward_time: 227.3099365234, weight_update_time: 0.4709478021, other_time: 7.9537811279
epoch time: 33.3680686951s, input_fired_time: 0.7942862511, output_fired_time: 0.0000000000, propagate_forward_time: 31.1886787415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3851051331
validation[          , genome 18389] predictions:    9849/  10000 (98.49%), best:    9870/10000 (98.70%), error:       468.52716, best error:       431.99371 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 400.0083923340s, input_fired_time: 7.6174359322, output_fired_time: 4.8320980072, propagate_forward_time: 152.3899688721, propagate_backward_time: 227.2044067383, weight_update_time: 0.4716205597, other_time: 7.9644927979
epoch time: 33.4190635681s, input_fired_time: 0.8046954274, output_fired_time: 0.0000000000, propagate_forward_time: 31.2118148804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4025535583
validation[          , genome 18389] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       417.95660, best error:       417.95660 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 416.2857055664s, input_fired_time: 7.9186372757, output_fired_time: 5.0193152428, propagate_forward_time: 158.5330200195, propagate_backward_time: 236.5613555908, weight_update_time: 0.4888701439, other_time: 8.2533721924
epoch time: 34.8481712341s, input_fired_time: 0.8345701098, output_fired_time: 0.0000000000, propagate_forward_time: 32.5734329224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4401664734
validation[          , genome 18389] predictions:    9841/  10000 (98.41%), best:    9878/10000 (98.78%), error:       484.00867, best error:       417.95660 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 419.8211059570s, input_fired_time: 7.9629616737, output_fired_time: 5.0758342743, propagate_forward_time: 159.7557067871, propagate_backward_time: 238.6521453857, weight_update_time: 0.4916541874, other_time: 8.3744659424
epoch time: 34.8409385681s, input_fired_time: 0.8311775327, output_fired_time: 0.0000000000, propagate_forward_time: 32.5694084167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4403533936
validation[          , genome 18389] predictions:    9845/  10000 (98.45%), best:    9878/10000 (98.78%), error:       497.63516, best error:       417.95660 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 417.8784484863s, input_fired_time: 7.9450240135, output_fired_time: 5.0521168709, propagate_forward_time: 159.0623321533, propagate_backward_time: 237.5580139160, weight_update_time: 0.4909772873, other_time: 8.2609405518
epoch time: 35.0424766541s, input_fired_time: 0.8446419239, output_fired_time: 0.0000000000, propagate_forward_time: 32.7452812195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4525527954
validation[          , genome 18389] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       374.98715, best error:       374.98715 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 416.6497802734s, input_fired_time: 7.9349431992, output_fired_time: 5.0353779793, propagate_forward_time: 158.6792297363, propagate_backward_time: 236.7800750732, weight_update_time: 0.4891741276, other_time: 8.2201690674
epoch time: 34.7437019348s, input_fired_time: 0.8318362236, output_fired_time: 0.0000000000, propagate_forward_time: 32.4730911255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4387741089
validation[          , genome 18389] predictions:    9871/  10000 (98.71%), best:    9889/10000 (98.89%), error:       399.20901, best error:       374.98715 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 416.6967468262s, input_fired_time: 7.9416046143, output_fired_time: 5.0290193558, propagate_forward_time: 158.6983032227, propagate_backward_time: 236.7788085938, weight_update_time: 0.4896199405, other_time: 8.2489929199
epoch time: 34.7572784424s, input_fired_time: 0.8362874389, output_fired_time: 0.0000000000, propagate_forward_time: 32.4827499390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4382400513
validation[          , genome 18389] predictions:    9867/  10000 (98.67%), best:    9889/10000 (98.89%), error:       410.49072, best error:       374.98715 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 416.8800354004s, input_fired_time: 7.9552750587, output_fired_time: 5.0449137688, propagate_forward_time: 158.7322387695, propagate_backward_time: 236.9072265625, weight_update_time: 0.4895691276, other_time: 8.2403869629
epoch time: 34.7594871521s, input_fired_time: 0.8349016905, output_fired_time: 0.0000000000, propagate_forward_time: 32.4835472107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4410400391
validation[          , genome 18389] predictions:    9840/  10000 (98.40%), best:    9889/10000 (98.89%), error:       479.50848, best error:       374.98715 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 416.7582397461s, input_fired_time: 7.9508018494, output_fired_time: 5.0431799889, propagate_forward_time: 158.6884307861, propagate_backward_time: 236.8433837891, weight_update_time: 0.4891618788, other_time: 8.2324371338
epoch time: 34.7569389343s, input_fired_time: 0.8409312963, output_fired_time: 0.0000000000, propagate_forward_time: 32.4777374268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4382705688
validation[          , genome 18389] predictions:    9856/  10000 (98.56%), best:    9889/10000 (98.89%), error:       447.75961, best error:       374.98715 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 417.1054077148s, input_fired_time: 7.9693069458, output_fired_time: 5.0551180840, propagate_forward_time: 158.8111724854, propagate_backward_time: 237.0132751465, weight_update_time: 0.4896503687, other_time: 8.2565460205
epoch time: 34.7869796753s, input_fired_time: 0.8356453180, output_fired_time: 0.0000000000, propagate_forward_time: 32.5094184875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4419174194
validation[          , genome 18389] predictions:    9868/  10000 (98.68%), best:    9889/10000 (98.89%), error:       445.62573, best error:       374.98715 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 417.4141845703s, input_fired_time: 7.9752802849, output_fired_time: 5.0599756241, propagate_forward_time: 158.9609527588, propagate_backward_time: 237.1804809570, weight_update_time: 0.4898433685, other_time: 8.2375030518
epoch time: 34.8650398254s, input_fired_time: 0.8457446694, output_fired_time: 0.0000000000, propagate_forward_time: 32.5724830627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4468116760
validation[          , genome 18389] predictions:    9862/  10000 (98.62%), best:    9889/10000 (98.89%), error:       437.69650, best error:       374.98715 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 418.1782226562s, input_fired_time: 7.9899086952, output_fired_time: 5.0643444061, propagate_forward_time: 159.1355895996, propagate_backward_time: 237.7019653320, weight_update_time: 0.4900949895, other_time: 8.2864379883
epoch time: 34.7738990784s, input_fired_time: 0.8397933841, output_fired_time: 0.0000000000, propagate_forward_time: 32.4930686951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4410362244
validation[          , genome 18389] predictions:    9869/  10000 (98.69%), best:    9889/10000 (98.89%), error:       427.28940, best error:       374.98715 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 418.7501220703s, input_fired_time: 8.0030984879, output_fired_time: 5.0664844513, propagate_forward_time: 159.3983001709, propagate_backward_time: 237.9651794434, weight_update_time: 0.4913796782, other_time: 8.3170318604
epoch time: 34.8381652832s, input_fired_time: 0.8389316797, output_fired_time: 0.0000000000, propagate_forward_time: 32.5548210144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4444122314
validation[          , genome 18389] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       401.32568, best error:       374.98715 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 418.9024963379s, input_fired_time: 7.9927387238, output_fired_time: 5.0570616722, propagate_forward_time: 159.6056976318, propagate_backward_time: 237.9851226807, weight_update_time: 0.4914470017, other_time: 8.2618713379
epoch time: 35.1502723694s, input_fired_time: 0.8427811861, output_fired_time: 0.0000000000, propagate_forward_time: 32.8515434265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4559478760
validation[          , genome 18389] predictions:    9874/  10000 (98.74%), best:    9889/10000 (98.89%), error:       375.88394, best error:       374.98715 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 434.9273376465s, input_fired_time: 8.2596645355, output_fired_time: 5.2391009331, propagate_forward_time: 166.8236389160, propagate_backward_time: 245.8609313965, weight_update_time: 0.5135438442, other_time: 8.7439880371
epoch time: 37.7176895142s, input_fired_time: 0.9012106061, output_fired_time: 0.0000000000, propagate_forward_time: 35.2636680603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5528106689
validation[          , genome 18389] predictions:    9843/  10000 (98.43%), best:    9889/10000 (98.89%), error:       490.85025, best error:       374.98715 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 421.6158447266s, input_fired_time: 8.0438098907, output_fired_time: 5.1156358719, propagate_forward_time: 160.5288085938, propagate_backward_time: 239.4996032715, weight_update_time: 0.4965932369, other_time: 8.4279785156
epoch time: 34.7853736877s, input_fired_time: 0.8383898735, output_fired_time: 0.0000000000, propagate_forward_time: 32.4895286560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4574546814
validation[          , genome 18389] predictions:    9874/  10000 (98.74%), best:    9889/10000 (98.89%), error:       389.51920, best error:       374.98715 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 417.0009765625s, input_fired_time: 8.0111169815, output_fired_time: 5.0498452187, propagate_forward_time: 158.7636108398, propagate_backward_time: 236.9122009277, weight_update_time: 0.4899686873, other_time: 8.2642211914
epoch time: 34.8087234497s, input_fired_time: 0.8497681618, output_fired_time: 0.0000000000, propagate_forward_time: 32.5075798035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4513740540
validation[          , genome 18389] predictions:    9850/  10000 (98.50%), best:    9889/10000 (98.89%), error:       449.55841, best error:       374.98715 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 416.6993408203s, input_fired_time: 8.0084228516, output_fired_time: 5.0445394516, propagate_forward_time: 158.7094726562, propagate_backward_time: 236.6834869385, weight_update_time: 0.4898642600, other_time: 8.2534332275
epoch time: 34.7694168091s, input_fired_time: 0.8434444666, output_fired_time: 0.0000000000, propagate_forward_time: 32.4809303284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4450416565
validation[          , genome 18389] predictions:    9874/  10000 (98.74%), best:    9889/10000 (98.89%), error:       407.06073, best error:       374.98715 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 417.0399169922s, input_fired_time: 8.0120573044, output_fired_time: 5.0528502464, propagate_forward_time: 158.7524108887, propagate_backward_time: 236.9749603271, weight_update_time: 0.4896716177, other_time: 8.2476348877
epoch time: 34.7661170959s, input_fired_time: 0.8396378160, output_fired_time: 0.0000000000, propagate_forward_time: 32.4846839905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4417953491
validation[          , genome 18389] predictions:    9882/  10000 (98.82%), best:    9889/10000 (98.89%), error:       377.13281, best error:       374.98715 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 416.8909912109s, input_fired_time: 8.0008344650, output_fired_time: 5.0515642166, propagate_forward_time: 158.7193908691, propagate_backward_time: 236.8692169189, weight_update_time: 0.4897893667, other_time: 8.2499847412
epoch time: 34.7813796997s, input_fired_time: 0.8473369479, output_fired_time: 0.0000000000, propagate_forward_time: 32.4896469116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4443969727
validation[          , genome 18389] predictions:    9864/  10000 (98.64%), best:    9889/10000 (98.89%), error:       407.01688, best error:       374.98715 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 417.2180480957s, input_fired_time: 8.0043535233, output_fired_time: 5.0639629364, propagate_forward_time: 158.7584381104, propagate_backward_time: 237.1370391846, weight_update_time: 0.4899512529, other_time: 8.2542419434
epoch time: 34.7703361511s, input_fired_time: 0.8402002454, output_fired_time: 0.0000000000, propagate_forward_time: 32.4876785278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4424591064
validation[          , genome 18389] predictions:    9856/  10000 (98.56%), best:    9889/10000 (98.89%), error:       465.48560, best error:       374.98715 on epoch:    26, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 417.0007019043s, input_fired_time: 8.0198516846, output_fired_time: 5.0617270470, propagate_forward_time: 158.7882232666, propagate_backward_time: 236.8794708252, weight_update_time: 0.4896206260, other_time: 8.2514038086
epoch time: 34.7794227600s, input_fired_time: 0.8522439599, output_fired_time: 0.0000000000, propagate_forward_time: 32.4849891663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4421882629
validation[          , genome 18389] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       381.69534, best error:       374.98715 on epoch:    26, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 416.8060302734s, input_fired_time: 8.0225000381, output_fired_time: 5.0438194275, propagate_forward_time: 158.7309417725, propagate_backward_time: 236.7491455078, weight_update_time: 0.4902565181, other_time: 8.2596282959
epoch time: 34.7612037659s, input_fired_time: 0.8394228220, output_fired_time: 0.0000000000, propagate_forward_time: 32.4805831909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4411964417
validation[          , genome 18389] predictions:    9875/  10000 (98.75%), best:    9889/10000 (98.89%), error:       405.49796, best error:       374.98715 on epoch:    26, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 416.8651733398s, input_fired_time: 8.0144472122, output_fired_time: 5.0478048325, propagate_forward_time: 158.8108520508, propagate_backward_time: 236.7441558838, weight_update_time: 0.4898918569, other_time: 8.2479400635
epoch time: 34.9030227661s, input_fired_time: 0.8477031589, output_fired_time: 0.0000000000, propagate_forward_time: 32.6063079834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4490127563
validation[          , genome 18389] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       365.27234, best error:       365.27234 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 416.5513000488s, input_fired_time: 8.0131864548, output_fired_time: 5.0422558784, propagate_forward_time: 158.7048950195, propagate_backward_time: 236.5495910645, weight_update_time: 0.4898222685, other_time: 8.2413635254
epoch time: 34.7631530762s, input_fired_time: 0.8418434858, output_fired_time: 0.0000000000, propagate_forward_time: 32.4811706543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4401397705
validation[          , genome 18389] predictions:    9869/  10000 (98.69%), best:    9888/10000 (98.88%), error:       419.02502, best error:       365.27234 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 416.9946899414s, input_fired_time: 8.0028953552, output_fired_time: 5.0576834679, propagate_forward_time: 158.7964782715, propagate_backward_time: 236.8876190186, weight_update_time: 0.4900388122, other_time: 8.2500152588
epoch time: 34.7849082947s, input_fired_time: 0.8511028886, output_fired_time: 0.0000000000, propagate_forward_time: 32.4917755127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4420280457
validation[          , genome 18389] predictions:    9884/  10000 (98.84%), best:    9888/10000 (98.88%), error:       367.62421, best error:       365.27234 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 416.7029724121s, input_fired_time: 8.0181961060, output_fired_time: 5.0418977737, propagate_forward_time: 158.7382659912, propagate_backward_time: 236.6571655273, weight_update_time: 0.4898666739, other_time: 8.2474517822
epoch time: 34.7759170532s, input_fired_time: 0.8459887505, output_fired_time: 0.0000000000, propagate_forward_time: 32.4880371094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4418907166
validation[          , genome 18389] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       355.42877, best error:       355.42877 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 416.7089233398s, input_fired_time: 8.0326633453, output_fired_time: 5.0454139709, propagate_forward_time: 158.7281341553, propagate_backward_time: 236.6610412598, weight_update_time: 0.4899203777, other_time: 8.2416839600
epoch time: 34.7885704041s, input_fired_time: 0.8532692194, output_fired_time: 0.0000000000, propagate_forward_time: 32.4920768738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4432258606
validation[          , genome 18389] predictions:    9881/  10000 (98.81%), best:    9888/10000 (98.88%), error:       379.79791, best error:       355.42877 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 416.8668518066s, input_fired_time: 8.0373430252, output_fired_time: 5.0502657890, propagate_forward_time: 158.8545989990, propagate_backward_time: 236.6657409668, weight_update_time: 0.4901690185, other_time: 8.2588958740
epoch time: 34.7846870422s, input_fired_time: 0.8531925678, output_fired_time: 0.0000000000, propagate_forward_time: 32.4904747009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4410209656
validation[          , genome 18389] predictions:    9843/  10000 (98.43%), best:    9888/10000 (98.88%), error:       482.99854, best error:       355.42877 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 416.8912048340s, input_fired_time: 8.0318336487, output_fired_time: 5.0543079376, propagate_forward_time: 158.7359771729, propagate_backward_time: 236.8245544434, weight_update_time: 0.4898449183, other_time: 8.2445220947
epoch time: 34.7866935730s, input_fired_time: 0.8509354591, output_fired_time: 0.0000000000, propagate_forward_time: 32.4943733215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4413833618
validation[          , genome 18389] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       352.00293, best error:       352.00293 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 416.8898010254s, input_fired_time: 8.0473794937, output_fired_time: 5.0565505028, propagate_forward_time: 158.7896728516, propagate_backward_time: 236.7550048828, weight_update_time: 0.4897585511, other_time: 8.2411804199
epoch time: 34.7810821533s, input_fired_time: 0.8475441933, output_fired_time: 0.0000000000, propagate_forward_time: 32.4921112061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4414253235
validation[          , genome 18389] predictions:    9886/  10000 (98.86%), best:    9887/10000 (98.87%), error:       356.60602, best error:       352.00293 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 416.7382507324s, input_fired_time: 8.0421924591, output_fired_time: 5.0506901741, propagate_forward_time: 158.7934265137, propagate_backward_time: 236.6148529053, weight_update_time: 0.4896096587, other_time: 8.2370758057
epoch time: 34.8220634460s, input_fired_time: 0.8585727811, output_fired_time: 0.0000000000, propagate_forward_time: 32.5164375305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4470520020
validation[          , genome 18389] predictions:    9874/  10000 (98.74%), best:    9887/10000 (98.87%), error:       428.71576, best error:       352.00293 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 416.7486877441s, input_fired_time: 8.0413007736, output_fired_time: 5.0531859398, propagate_forward_time: 158.8006744385, propagate_backward_time: 236.6191253662, weight_update_time: 0.4897624850, other_time: 8.2344055176
epoch time: 34.8199882507s, input_fired_time: 0.8503056169, output_fired_time: 0.0000000000, propagate_forward_time: 32.5210189819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4486618042
validation[          , genome 18389] predictions:    9882/  10000 (98.82%), best:    9887/10000 (98.87%), error:       380.56683, best error:       352.00293 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 416.7343139648s, input_fired_time: 8.0479784012, output_fired_time: 5.0526413918, propagate_forward_time: 158.8022460938, propagate_backward_time: 236.5980529785, weight_update_time: 0.4894349277, other_time: 8.2333984375
epoch time: 34.7968521118s, input_fired_time: 0.8516454101, output_fired_time: 0.0000000000, propagate_forward_time: 32.5000152588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4451904297
validation[          , genome 18389] predictions:    9883/  10000 (98.83%), best:    9887/10000 (98.87%), error:       361.03168, best error:       352.00293 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 416.9873046875s, input_fired_time: 8.0436964035, output_fired_time: 5.0597119331, propagate_forward_time: 158.8227691650, propagate_backward_time: 236.8179931641, weight_update_time: 0.4897027910, other_time: 8.2431182861
epoch time: 34.7991714478s, input_fired_time: 0.8540914059, output_fired_time: 0.0000000000, propagate_forward_time: 32.4975776672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4475021362
validation[          , genome 18389] predictions:    9890/  10000 (98.90%), best:    9887/10000 (98.87%), error:       376.88159, best error:       352.00293 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 416.6005859375s, input_fired_time: 8.0513906479, output_fired_time: 5.0466580391, propagate_forward_time: 158.7370452881, propagate_backward_time: 236.5215911865, weight_update_time: 0.4900194705, other_time: 8.2438964844
epoch time: 34.9041290283s, input_fired_time: 0.8504215479, output_fired_time: 0.0000000000, propagate_forward_time: 32.6070098877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4466972351
validation[          , genome 18389] predictions:    9902/  10000 (99.02%), best:    9887/10000 (98.87%), error:       360.73685, best error:       352.00293 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 417.1567687988s, input_fired_time: 8.0475339890, output_fired_time: 5.0609040260, propagate_forward_time: 158.9462280273, propagate_backward_time: 236.8567199707, weight_update_time: 0.4899410009, other_time: 8.2453613281
epoch time: 34.7880172729s, input_fired_time: 0.8486819267, output_fired_time: 0.0000000000, propagate_forward_time: 32.4964256287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4429092407
validation[          , genome 18389] predictions:    9883/  10000 (98.83%), best:    9887/10000 (98.87%), error:       381.24637, best error:       352.00293 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 416.7079162598s, input_fired_time: 8.0585699081, output_fired_time: 5.0547800064, propagate_forward_time: 158.8437194824, propagate_backward_time: 236.5182495117, weight_update_time: 0.4897888005, other_time: 8.2326049805
epoch time: 34.7826423645s, input_fired_time: 0.8526022434, output_fired_time: 0.0000000000, propagate_forward_time: 32.4895896912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4404487610
validation[          , genome 18389] predictions:    9883/  10000 (98.83%), best:    9887/10000 (98.87%), error:       377.03494, best error:       352.00293 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 416.6540832520s, input_fired_time: 8.0570697784, output_fired_time: 5.0427350998, propagate_forward_time: 158.8407897949, propagate_backward_time: 236.4665069580, weight_update_time: 0.4899782240, other_time: 8.2469940186
epoch time: 34.8088569641s, input_fired_time: 0.8537529707, output_fired_time: 0.0000000000, propagate_forward_time: 32.5110969543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4440078735
validation[          , genome 18389] predictions:    9875/  10000 (98.75%), best:    9887/10000 (98.87%), error:       405.52747, best error:       352.00293 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 417.2449340820s, input_fired_time: 8.0528688431, output_fired_time: 5.0594954491, propagate_forward_time: 159.0133514404, propagate_backward_time: 236.8590087891, weight_update_time: 0.4900408685, other_time: 8.2602081299
epoch time: 34.7835693359s, input_fired_time: 0.8497769237, output_fired_time: 0.0000000000, propagate_forward_time: 32.4918975830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4418945312
validation[          , genome 18389] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       349.84732, best error:       349.84732 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 417.0535583496s, input_fired_time: 8.0542812347, output_fired_time: 5.0601701736, propagate_forward_time: 158.8687744141, propagate_backward_time: 236.8009338379, weight_update_time: 0.4914663434, other_time: 8.2693786621
epoch time: 34.7876625061s, input_fired_time: 0.8511465192, output_fired_time: 0.0000000000, propagate_forward_time: 32.4958534241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4406623840
validation[          , genome 18389] predictions:    9881/  10000 (98.81%), best:    9902/10000 (99.02%), error:       403.34134, best error:       349.84732 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 416.8503112793s, input_fired_time: 8.0355663300, output_fired_time: 5.0654649734, propagate_forward_time: 158.7870483398, propagate_backward_time: 236.7123718262, weight_update_time: 0.4902496338, other_time: 8.2498779297
epoch time: 34.7857627869s, input_fired_time: 0.8521724939, output_fired_time: 0.0000000000, propagate_forward_time: 32.4927558899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4408340454
validation[          , genome 18389] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       354.83301, best error:       349.84732 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 416.8734741211s, input_fired_time: 8.0505876541, output_fired_time: 5.0615682602, propagate_forward_time: 158.7957916260, propagate_backward_time: 236.7088470459, weight_update_time: 0.4902525842, other_time: 8.2566833496
epoch time: 34.8003768921s, input_fired_time: 0.8558763862, output_fired_time: 0.0000000000, propagate_forward_time: 32.4987220764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4457778931
validation[          , genome 18389] predictions:    9892/  10000 (98.92%), best:    9902/10000 (99.02%), error:       354.56149, best error:       349.84732 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 417.1104431152s, input_fired_time: 8.0604829788, output_fired_time: 5.0704455376, propagate_forward_time: 158.7653503418, propagate_backward_time: 236.9711456299, weight_update_time: 0.4897620678, other_time: 8.2430267334
epoch time: 34.7957267761s, input_fired_time: 0.8565970063, output_fired_time: 0.0000000000, propagate_forward_time: 32.4977493286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4413795471
validation[          , genome 18389] predictions:    9890/  10000 (98.90%), best:    9902/10000 (99.02%), error:       359.14529, best error:       349.84732 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 417.1277465820s, input_fired_time: 8.0423736572, output_fired_time: 5.0732593536, propagate_forward_time: 158.7733306885, propagate_backward_time: 236.9886169434, weight_update_time: 0.4900881648, other_time: 8.2501678467
epoch time: 34.7802658081s, input_fired_time: 0.8478810191, output_fired_time: 0.0000000000, propagate_forward_time: 32.4921379089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4402465820
validation[          , genome 18389] predictions:    9893/  10000 (98.93%), best:    9902/10000 (99.02%), error:       359.42554, best error:       349.84732 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 416.6973266602s, input_fired_time: 8.0546884537, output_fired_time: 5.0569958687, propagate_forward_time: 158.8105926514, propagate_backward_time: 236.5324249268, weight_update_time: 0.4898889661, other_time: 8.2426147461
epoch time: 34.7919731140s, input_fired_time: 0.8546352386, output_fired_time: 0.0000000000, propagate_forward_time: 32.4955902100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4417495728
validation[          , genome 18389] predictions:    9892/  10000 (98.92%), best:    9902/10000 (99.02%), error:       377.42944, best error:       349.84732 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 416.9088745117s, input_fired_time: 8.0511016846, output_fired_time: 5.0639796257, propagate_forward_time: 158.7615661621, propagate_backward_time: 236.7777252197, weight_update_time: 0.4902406335, other_time: 8.2545318604
epoch time: 34.8147430420s, input_fired_time: 0.8552997708, output_fired_time: 0.0000000000, propagate_forward_time: 32.5091018677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4503402710
validation[          , genome 18389] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       335.84619, best error:       335.84619 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 416.8387451172s, input_fired_time: 8.0709123611, output_fired_time: 5.0629868507, propagate_forward_time: 158.9484710693, propagate_backward_time: 236.5088500977, weight_update_time: 0.4898407161, other_time: 8.2475128174
epoch time: 34.8051834106s, input_fired_time: 0.8533461094, output_fired_time: 0.0000000000, propagate_forward_time: 32.5102424622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4415931702
validation[          , genome 18389] predictions:    9889/  10000 (98.89%), best:    9902/10000 (99.02%), error:       362.44101, best error:       335.84619 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 416.7821655273s, input_fired_time: 8.0671510696, output_fired_time: 5.0646119118, propagate_forward_time: 158.8034515381, propagate_backward_time: 236.6096496582, weight_update_time: 0.4896925986, other_time: 8.2373199463
epoch time: 34.7836303711s, input_fired_time: 0.8566194773, output_fired_time: 0.0000000000, propagate_forward_time: 32.4868965149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4401130676
validation[          , genome 18389] predictions:    9895/  10000 (98.95%), best:    9902/10000 (99.02%), error:       351.92929, best error:       335.84619 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 416.6579284668s, input_fired_time: 8.0612478256, output_fired_time: 5.0587959290, propagate_forward_time: 158.7471008301, propagate_backward_time: 236.5309295654, weight_update_time: 0.4902368784, other_time: 8.2598419189
epoch time: 34.7861595154s, input_fired_time: 0.8526771069, output_fired_time: 0.0000000000, propagate_forward_time: 32.4915962219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4418869019
validation[          , genome 18389] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       359.91647, best error:       335.84619 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 416.7909545898s, input_fired_time: 8.0684413910, output_fired_time: 5.0562133789, propagate_forward_time: 158.8177947998, propagate_backward_time: 236.5967712402, weight_update_time: 0.4899448454, other_time: 8.2517242432
epoch time: 34.7957839966s, input_fired_time: 0.8565427065, output_fired_time: 0.0000000000, propagate_forward_time: 32.4939079285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4453315735
validation[          , genome 18389] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       330.99075, best error:       330.99075 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 416.4270935059s, input_fired_time: 8.0778350830, output_fired_time: 5.0515007973, propagate_forward_time: 158.7543029785, propagate_backward_time: 236.3012084961, weight_update_time: 0.4900801182, other_time: 8.2422180176
epoch time: 34.8168945312s, input_fired_time: 0.8546345234, output_fired_time: 0.0000000000, propagate_forward_time: 32.5104217529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4518394470
validation[          , genome 18389] predictions:    9892/  10000 (98.92%), best:    9906/10000 (99.06%), error:       348.53384, best error:       330.99075 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 416.5215759277s, input_fired_time: 8.0632209778, output_fired_time: 5.0550141335, propagate_forward_time: 158.7975006104, propagate_backward_time: 236.3510437012, weight_update_time: 0.4902962744, other_time: 8.2547760010
epoch time: 34.7992324829s, input_fired_time: 0.8592326045, output_fired_time: 0.0000000000, propagate_forward_time: 32.4966888428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4433097839
validation[          , genome 18389] predictions:    9894/  10000 (98.94%), best:    9906/10000 (99.06%), error:       368.95361, best error:       330.99075 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 416.7971191406s, input_fired_time: 8.0836572647, output_fired_time: 5.0697655678, propagate_forward_time: 158.8122100830, propagate_backward_time: 236.5907745361, weight_update_time: 0.4899754524, other_time: 8.2407226562
epoch time: 34.8216362000s, input_fired_time: 0.8600515723, output_fired_time: 0.0000000000, propagate_forward_time: 32.5175247192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4440612793
validation[          , genome 18389] predictions:    9892/  10000 (98.92%), best:    9906/10000 (99.06%), error:       374.96362, best error:       330.99075 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 417.1024475098s, input_fired_time: 8.0867090225, output_fired_time: 5.0756545067, propagate_forward_time: 158.9627838135, propagate_backward_time: 236.7122955322, weight_update_time: 0.4918685555, other_time: 8.2650146484
epoch time: 34.7969779968s, input_fired_time: 0.8560339212, output_fired_time: 0.0000000000, propagate_forward_time: 32.4976310730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4433135986
validation[          , genome 18389] predictions:    9908/  10000 (99.08%), best:    9906/10000 (99.06%), error:       339.69315, best error:       330.99075 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 416.1883544922s, input_fired_time: 8.0796251297, output_fired_time: 5.0491766930, propagate_forward_time: 158.7637176514, propagate_backward_time: 236.0616149902, weight_update_time: 0.4900036156, other_time: 8.2342376709
epoch time: 34.7998809814s, input_fired_time: 0.8584178686, output_fired_time: 0.0000000000, propagate_forward_time: 32.4986953735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4427680969
validation[          , genome 18389] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       346.81342, best error:       330.99075 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 416.5689392090s, input_fired_time: 8.0701856613, output_fired_time: 5.0593008995, propagate_forward_time: 158.8287506104, propagate_backward_time: 236.3390045166, weight_update_time: 0.4906586707, other_time: 8.2716979980
epoch time: 34.8046150208s, input_fired_time: 0.8545009494, output_fired_time: 0.0000000000, propagate_forward_time: 32.5052223206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4448928833
validation[          , genome 18389] predictions:    9883/  10000 (98.83%), best:    9906/10000 (99.06%), error:       378.90091, best error:       330.99075 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 416.9113159180s, input_fired_time: 8.0868539810, output_fired_time: 5.0639767647, propagate_forward_time: 159.0300750732, propagate_backward_time: 236.4562835693, weight_update_time: 0.4909320176, other_time: 8.2741394043
epoch time: 34.8079071045s, input_fired_time: 0.8611167073, output_fired_time: 0.0000000000, propagate_forward_time: 32.5006599426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4461288452
validation[          , genome 18389] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       361.12103, best error:       330.99075 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 416.8804321289s, input_fired_time: 8.0835523605, output_fired_time: 5.0582337379, propagate_forward_time: 158.9635314941, propagate_backward_time: 236.5105438232, weight_update_time: 0.4902444482, other_time: 8.2645721436
epoch time: 34.9120178223s, input_fired_time: 0.8591001034, output_fired_time: 0.0000000000, propagate_forward_time: 32.5998764038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4530410767
validation[          , genome 18389] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       355.40524, best error:       330.99075 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 416.7333374023s, input_fired_time: 8.0749034882, output_fired_time: 5.0526218414, propagate_forward_time: 158.9348144531, propagate_backward_time: 236.4257507324, weight_update_time: 0.4904194474, other_time: 8.2452697754
epoch time: 34.8036460876s, input_fired_time: 0.8543841243, output_fired_time: 0.0000000000, propagate_forward_time: 32.5018882751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4473724365
validation[          , genome 18389] predictions:    9896/  10000 (98.96%), best:    9906/10000 (99.06%), error:       369.19745, best error:       330.99075 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 416.8248901367s, input_fired_time: 8.0729141235, output_fired_time: 5.0736284256, propagate_forward_time: 158.8498992920, propagate_backward_time: 236.5892639160, weight_update_time: 0.4899104834, other_time: 8.2391815186
epoch time: 34.8000411987s, input_fired_time: 0.8560155034, output_fired_time: 0.0000000000, propagate_forward_time: 32.5009269714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4430999756
validation[          , genome 18389] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       362.55838, best error:       330.99075 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 416.6579895020s, input_fired_time: 8.0727796555, output_fired_time: 5.0645818710, propagate_forward_time: 158.8815460205, propagate_backward_time: 236.3964538574, weight_update_time: 0.4901308417, other_time: 8.2426300049
epoch time: 34.8001594543s, input_fired_time: 0.8552946448, output_fired_time: 0.0000000000, propagate_forward_time: 32.5012664795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4435997009
validation[          , genome 18389] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       345.40054, best error:       330.99075 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 416.7236938477s, input_fired_time: 8.0752296448, output_fired_time: 5.0711078644, propagate_forward_time: 158.8543853760, propagate_backward_time: 236.4713592529, weight_update_time: 0.4912765920, other_time: 8.2516174316
epoch time: 34.7942733765s, input_fired_time: 0.8561920524, output_fired_time: 0.0000000000, propagate_forward_time: 32.4956626892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4424171448
validation[          , genome 18389] predictions:    9895/  10000 (98.95%), best:    9906/10000 (99.06%), error:       361.87894, best error:       330.99075 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 416.6269836426s, input_fired_time: 8.0887269974, output_fired_time: 5.0530900955, propagate_forward_time: 158.8235168457, propagate_backward_time: 236.4065551758, weight_update_time: 0.4901340604, other_time: 8.2550964355
epoch time: 34.8047943115s, input_fired_time: 0.8584520817, output_fired_time: 0.0000000000, propagate_forward_time: 32.4982070923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4481353760
validation[          , genome 18389] predictions:    9896/  10000 (98.96%), best:    9906/10000 (99.06%), error:       365.76270, best error:       330.99075 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 416.5856323242s, input_fired_time: 8.0879163742, output_fired_time: 5.0587515831, propagate_forward_time: 158.8260040283, propagate_backward_time: 236.3632354736, weight_update_time: 0.4901472628, other_time: 8.2497253418
epoch time: 34.7934799194s, input_fired_time: 0.8568453789, output_fired_time: 0.0000000000, propagate_forward_time: 32.4944610596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4421730042
validation[          , genome 18389] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       357.69266, best error:       330.99075 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 416.1192626953s, input_fired_time: 8.0773820877, output_fired_time: 5.0476365089, propagate_forward_time: 158.7467041016, propagate_backward_time: 236.0039672852, weight_update_time: 0.4902330637, other_time: 8.2435607910
epoch time: 34.8048820496s, input_fired_time: 0.8609890342, output_fired_time: 0.0000000000, propagate_forward_time: 32.5003204346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4435729980
validation[          , genome 18389] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       357.13995, best error:       330.99075 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 416.7612304688s, input_fired_time: 8.0899143219, output_fired_time: 5.0609879494, propagate_forward_time: 158.8882751465, propagate_backward_time: 236.4517211914, weight_update_time: 0.4904610217, other_time: 8.2703552246
epoch time: 34.8120040894s, input_fired_time: 0.8580124974, output_fired_time: 0.0000000000, propagate_forward_time: 32.5062522888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4477386475
validation[          , genome 18389] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       350.41974, best error:       330.99075 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 416.3420715332s, input_fired_time: 8.0819654465, output_fired_time: 5.0574555397, propagate_forward_time: 158.7927246094, propagate_backward_time: 236.1716461182, weight_update_time: 0.4900797606, other_time: 8.2382659912
epoch time: 34.8009834290s, input_fired_time: 0.8591516018, output_fired_time: 0.0000000000, propagate_forward_time: 32.4977264404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4441070557
validation[          , genome 18389] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       356.48004, best error:       330.99075 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 416.5893859863s, input_fired_time: 8.0882148743, output_fired_time: 5.0658307076, propagate_forward_time: 158.7843170166, propagate_backward_time: 236.3963928223, weight_update_time: 0.4902901053, other_time: 8.2546234131
epoch time: 34.7997283936s, input_fired_time: 0.8588427305, output_fired_time: 0.0000000000, propagate_forward_time: 32.4978675842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4430198669
validation[          , genome 18389] predictions:    9895/  10000 (98.95%), best:    9906/10000 (99.06%), error:       360.11340, best error:       330.99075 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 417.0012512207s, input_fired_time: 8.0816984177, output_fired_time: 5.0595984459, propagate_forward_time: 159.1079406738, propagate_backward_time: 236.4992065430, weight_update_time: 0.4906004071, other_time: 8.2528076172
epoch time: 34.7936706543s, input_fired_time: 0.8560696840, output_fired_time: 0.0000000000, propagate_forward_time: 32.4948348999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4427642822
validation[          , genome 18389] predictions:    9887/  10000 (98.87%), best:    9906/10000 (99.06%), error:       369.73557, best error:       330.99075 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 416.2537536621s, input_fired_time: 8.0702934265, output_fired_time: 5.0495381355, propagate_forward_time: 158.7798156738, propagate_backward_time: 236.1020660400, weight_update_time: 0.4903229773, other_time: 8.2520599365
epoch time: 34.8476829529s, input_fired_time: 0.8606296182, output_fired_time: 0.0000000000, propagate_forward_time: 32.5347099304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4523429871
validation[          , genome 18389] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       358.66016, best error:       330.99075 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 416.2236022949s, input_fired_time: 8.0693969727, output_fired_time: 5.0432047844, propagate_forward_time: 158.7496948242, propagate_backward_time: 236.1152801514, weight_update_time: 0.4915398955, other_time: 8.2460174561
epoch time: 34.8009910583s, input_fired_time: 0.8566648960, output_fired_time: 0.0000000000, propagate_forward_time: 32.5017967224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4425277710
validation[          , genome 18389] predictions:    9893/  10000 (98.93%), best:    9906/10000 (99.06%), error:       357.69202, best error:       330.99075 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 416.2101440430s, input_fired_time: 8.0703096390, output_fired_time: 5.0473680496, propagate_forward_time: 158.7739715576, propagate_backward_time: 236.0721282959, weight_update_time: 0.4903086722, other_time: 8.2463684082
epoch time: 34.7953224182s, input_fired_time: 0.8552351594, output_fired_time: 0.0000000000, propagate_forward_time: 32.4972534180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4428329468
validation[          , genome 18389] predictions:    9887/  10000 (98.87%), best:    9906/10000 (99.06%), error:       372.15347, best error:       330.99075 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 416.3599853516s, input_fired_time: 8.0699958801, output_fired_time: 5.0502285957, propagate_forward_time: 158.7922668457, propagate_backward_time: 236.1813964844, weight_update_time: 0.4911273420, other_time: 8.2660827637
epoch time: 34.7882575989s, input_fired_time: 0.8546452522, output_fired_time: 0.0000000000, propagate_forward_time: 32.4924354553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4411773682
validation[          , genome 18389] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       362.70233, best error:       330.99075 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 416.6033630371s, input_fired_time: 8.0655555725, output_fired_time: 5.0566773415, propagate_forward_time: 158.8113555908, propagate_backward_time: 236.4242706299, weight_update_time: 0.4900139868, other_time: 8.2455139160
epoch time: 34.8013954163s, input_fired_time: 0.8590021133, output_fired_time: 0.0000000000, propagate_forward_time: 32.4987602234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4436340332
validation[          , genome 18389] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       361.13995, best error:       330.99075 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 416.5184020996s, input_fired_time: 8.0796670914, output_fired_time: 5.0554795265, propagate_forward_time: 158.8631744385, propagate_backward_time: 236.2743682861, weight_update_time: 0.4901857972, other_time: 8.2456970215
epoch time: 34.8624916077s, input_fired_time: 0.8606702089, output_fired_time: 0.0000000000, propagate_forward_time: 32.5530052185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4488143921
validation[          , genome 18389] predictions:    9894/  10000 (98.94%), best:    9906/10000 (99.06%), error:       371.56064, best error:       330.99075 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 416.4557189941s, input_fired_time: 8.0678157806, output_fired_time: 5.0494766235, propagate_forward_time: 158.7952117920, propagate_backward_time: 236.2933044434, weight_update_time: 0.4901101291, other_time: 8.2499237061
epoch time: 34.8279762268s, input_fired_time: 0.8576809764, output_fired_time: 0.0000000000, propagate_forward_time: 32.5202445984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4500503540
validation[          , genome 18389] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       360.70755, best error:       330.99075 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 416.7506103516s, input_fired_time: 8.0748176575, output_fired_time: 5.0683417320, propagate_forward_time: 158.8188934326, propagate_backward_time: 236.5453948975, weight_update_time: 0.4899595976, other_time: 8.2431640625
epoch time: 34.8004264832s, input_fired_time: 0.8578967452, output_fired_time: 0.0000000000, propagate_forward_time: 32.5002174377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4423141479
validation[          , genome 18389] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       357.66605, best error:       330.99075 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 416.7087097168s, input_fired_time: 8.0903205872, output_fired_time: 5.0666818619, propagate_forward_time: 158.8620147705, propagate_backward_time: 236.4453735352, weight_update_time: 0.4901096523, other_time: 8.2443084717
epoch time: 34.9162826538s, input_fired_time: 0.8620812893, output_fired_time: 0.0000000000, propagate_forward_time: 32.6037940979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4504089355
validation[          , genome 18389] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       357.10245, best error:       330.99075 on epoch:    72, 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: 174.1724853516s, input_fired_time: 4.3494162560, output_fired_time: 0.0000000000, propagate_forward_time: 162.5558166504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.2672576904
best training[          , genome 18389] predictions:   49997/  50000 (99.99%), best:    9906/10000 (99.06%), error:       105.01015, best error:       330.99075 on epoch:    72, 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: 34.7642898560s, input_fired_time: 0.8466511965, output_fired_time: 0.0000000000, propagate_forward_time: 32.4762649536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4413719177
   testing[          , genome 18389] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       344.51917, best error:       330.99075 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:44:01 (18294): called boinc_finish(0)

</stderr_txt>
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