Nameexact_genome_1512568488_42_6426_0
Workunit2603343
Created7 Dec 2017, 19:42:20 UTC
Sent7 Dec 2017, 19:47:36 UTC
Report deadline17 Dec 2017, 22:48:36 UTC
Received8 Dec 2017, 14:41:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time5 hours 51 min 39 sec
CPU time5 hours 44 min 21 sec
Validate stateValid
Credit2,531.43
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size159.64 MB
Peak swap size162.86 MB
Peak disk usage2.95 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
870.65375 on epoch:     3, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 199.2946166992s, input_fired_time: 2.7481563091, output_fired_time: 2.4840455055, propagate_forward_time: 75.3846817017, propagate_backward_time: 113.4960250854, weight_update_time: 0.2023417056, other_time: 5.1817169189
epoch time: 16.2612133026s, input_fired_time: 0.3464079797, output_fired_time: 0.0000000000, propagate_forward_time: 15.1842107773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7305946350
validation[          , genome  6426] predictions:    9705/  10000 (97.05%), best:    9726/10000 (97.26%), error:       926.14368, best error:       870.65375 on epoch:     3, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 200.3151092529s, input_fired_time: 2.7646863461, output_fired_time: 2.4703106880, propagate_forward_time: 75.8478240967, propagate_backward_time: 114.9707489014, weight_update_time: 0.2037809938, other_time: 4.2615509033
epoch time: 16.1606788635s, input_fired_time: 0.3449902534, output_fired_time: 0.0000000000, propagate_forward_time: 15.0812902451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7343988419
validation[          , genome  6426] predictions:    9712/  10000 (97.12%), best:    9726/10000 (97.26%), error:       904.39215, best error:       870.65375 on epoch:     3, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 197.9036560059s, input_fired_time: 2.7579705715, output_fired_time: 2.4557173252, propagate_forward_time: 76.0517578125, propagate_backward_time: 112.3877334595, weight_update_time: 0.2025466263, other_time: 4.2504806519
epoch time: 16.2650089264s, input_fired_time: 0.3463600278, output_fired_time: 0.0000000000, propagate_forward_time: 15.1762285233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7424201965
validation[          , genome  6426] predictions:    9720/  10000 (97.20%), best:    9726/10000 (97.26%), error:       882.02734, best error:       870.65375 on epoch:     3, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 199.2461090088s, input_fired_time: 2.7632653713, output_fired_time: 2.4791436195, propagate_forward_time: 74.6419296265, propagate_backward_time: 115.1177902222, weight_update_time: 0.2043512464, other_time: 4.2439880371
epoch time: 16.3260841370s, input_fired_time: 0.3511155248, output_fired_time: 0.0000000000, propagate_forward_time: 15.2136211395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7613477707
validation[          , genome  6426] predictions:    9733/  10000 (97.33%), best:    9726/10000 (97.26%), error:       895.99896, best error:       870.65375 on epoch:     3, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 199.5214843750s, input_fired_time: 2.7944884300, output_fired_time: 3.4853069782, propagate_forward_time: 74.4142608643, propagate_backward_time: 114.5835571289, weight_update_time: 0.2033689320, other_time: 4.2438659668
epoch time: 15.1970834732s, input_fired_time: 0.3406515121, output_fired_time: 0.0000000000, propagate_forward_time: 14.1262531281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7301788330
validation[          , genome  6426] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       804.21893, best error:       804.21893 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 203.4450836182s, input_fired_time: 3.8131594658, output_fired_time: 2.5262401104, propagate_forward_time: 77.5780715942, propagate_backward_time: 115.1744461060, weight_update_time: 0.2114348710, other_time: 4.3531646729
epoch time: 15.9303216934s, input_fired_time: 0.3589634895, output_fired_time: 0.0000000000, propagate_forward_time: 14.7802124023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7911453247
validation[          , genome  6426] predictions:    9743/  10000 (97.43%), best:    9744/10000 (97.44%), error:       825.47205, best error:       804.21893 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 205.5906829834s, input_fired_time: 3.8145260811, output_fired_time: 3.5436973572, propagate_forward_time: 77.4327392578, propagate_backward_time: 116.5211791992, weight_update_time: 0.2018041909, other_time: 4.2785339355
epoch time: 15.1005477905s, input_fired_time: 0.3446789980, output_fired_time: 0.0000000000, propagate_forward_time: 14.0097990036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7460699081
validation[          , genome  6426] predictions:    9758/  10000 (97.58%), best:    9744/10000 (97.44%), error:       808.89624, best error:       804.21893 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 200.5917053223s, input_fired_time: 2.7594606876, output_fired_time: 2.4899101257, propagate_forward_time: 75.9334640503, propagate_backward_time: 115.0714645386, weight_update_time: 0.2032648772, other_time: 4.3374023438
epoch time: 15.6075792313s, input_fired_time: 0.3510114253, output_fired_time: 0.0000000000, propagate_forward_time: 14.4935998917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7629680634
validation[          , genome  6426] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       869.35974, best error:       804.21893 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 201.6165008545s, input_fired_time: 2.8096501827, output_fired_time: 3.5346980095, propagate_forward_time: 76.4995117188, propagate_backward_time: 114.5772552490, weight_update_time: 0.2019800991, other_time: 4.1953887939
epoch time: 16.1152935028s, input_fired_time: 0.3458743095, output_fired_time: 0.0000000000, propagate_forward_time: 15.0161867142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7532320023
validation[          , genome  6426] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       792.78369, best error:       792.78369 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 198.9998779297s, input_fired_time: 2.7524206638, output_fired_time: 2.4816985130, propagate_forward_time: 75.4779739380, propagate_backward_time: 114.1053771973, weight_update_time: 0.2023168653, other_time: 4.1823959351
epoch time: 16.2597827911s, input_fired_time: 0.3504274786, output_fired_time: 0.0000000000, propagate_forward_time: 15.1559915543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7533636093
validation[          , genome  6426] predictions:    9687/  10000 (96.87%), best:    9756/10000 (97.56%), error:       979.19092, best error:       792.78369 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 199.3427124023s, input_fired_time: 2.7543947697, output_fired_time: 2.5003960133, propagate_forward_time: 76.4835739136, propagate_backward_time: 113.4259338379, weight_update_time: 0.2030713260, other_time: 4.1784133911
epoch time: 16.5875663757s, input_fired_time: 0.3702880144, output_fired_time: 0.0000000000, propagate_forward_time: 15.4414758682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7758016586
validation[          , genome  6426] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       752.68292, best error:       752.68292 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 200.7542724609s, input_fired_time: 2.8223965168, output_fired_time: 2.4715249538, propagate_forward_time: 73.0818481445, propagate_backward_time: 117.0960845947, weight_update_time: 0.2066951245, other_time: 5.2824096680
epoch time: 16.3297615051s, input_fired_time: 0.3482459784, output_fired_time: 0.0000000000, propagate_forward_time: 15.2317810059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7497348785
validation[          , genome  6426] predictions:    9724/  10000 (97.24%), best:    9763/10000 (97.63%), error:       870.10889, best error:       752.68292 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 198.8654937744s, input_fired_time: 2.7692337036, output_fired_time: 2.4628102779, propagate_forward_time: 73.0222244263, propagate_backward_time: 116.3484115601, weight_update_time: 0.2042506784, other_time: 4.2628021240
epoch time: 16.2600135803s, input_fired_time: 0.3462657034, output_fired_time: 0.0000000000, propagate_forward_time: 15.1760301590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7377176285
validation[          , genome  6426] predictions:    9762/  10000 (97.62%), best:    9763/10000 (97.63%), error:       793.47992, best error:       752.68292 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 199.8299713135s, input_fired_time: 2.7622768879, output_fired_time: 3.4710633755, propagate_forward_time: 74.9401779175, propagate_backward_time: 114.4640502930, weight_update_time: 0.2012749612, other_time: 4.1923904419
epoch time: 15.2919702530s, input_fired_time: 0.3534900844, output_fired_time: 0.0000000000, propagate_forward_time: 14.1875200272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7509603500
validation[          , genome  6426] predictions:    9756/  10000 (97.56%), best:    9763/10000 (97.63%), error:       774.86395, best error:       752.68292 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 199.2322845459s, input_fired_time: 2.7703442574, output_fired_time: 2.4577467442, propagate_forward_time: 75.3757629395, propagate_backward_time: 114.4441604614, weight_update_time: 0.2025000751, other_time: 4.1842727661
epoch time: 16.4524593353s, input_fired_time: 0.3603999317, output_fired_time: 0.0000000000, propagate_forward_time: 15.3461799622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7458801270
validation[          , genome  6426] predictions:    9764/  10000 (97.64%), best:    9763/10000 (97.63%), error:       756.48254, best error:       752.68292 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 198.3857116699s, input_fired_time: 2.7496402264, output_fired_time: 2.5066521168, propagate_forward_time: 74.7158966064, propagate_backward_time: 114.2446670532, weight_update_time: 0.2006624192, other_time: 4.1688613892
epoch time: 16.4251441956s, input_fired_time: 0.3509880006, output_fired_time: 0.0000000000, propagate_forward_time: 15.3253355026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7488203049
validation[          , genome  6426] predictions:    9725/  10000 (97.25%), best:    9763/10000 (97.63%), error:       892.20099, best error:       752.68292 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 198.8729248047s, input_fired_time: 2.7544724941, output_fired_time: 2.4787888527, propagate_forward_time: 74.3311004639, propagate_backward_time: 115.0984954834, weight_update_time: 0.2033542693, other_time: 4.2100677490
epoch time: 16.2413787842s, input_fired_time: 0.3543365300, output_fired_time: 0.0000000000, propagate_forward_time: 15.1311588287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7558832169
validation[          , genome  6426] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       711.36902, best error:       711.36902 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 205.9838409424s, input_fired_time: 3.8599815369, output_fired_time: 2.5556726456, propagate_forward_time: 75.7410125732, propagate_backward_time: 119.5453109741, weight_update_time: 0.2124748528, other_time: 4.2818527222
epoch time: 16.3426036835s, input_fired_time: 0.3512636423, output_fired_time: 0.0000000000, propagate_forward_time: 15.2392416000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7520980835
validation[          , genome  6426] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       708.69861, best error:       708.69861 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 202.7653503418s, input_fired_time: 2.7973268032, output_fired_time: 2.4893832207, propagate_forward_time: 75.6472167969, propagate_backward_time: 117.5694122314, weight_update_time: 0.2039970607, other_time: 4.2620086670
epoch time: 16.4822845459s, input_fired_time: 0.3524296284, output_fired_time: 0.0000000000, propagate_forward_time: 15.3786315918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7512226105
validation[          , genome  6426] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       834.52509, best error:       708.69861 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 199.8831024170s, input_fired_time: 2.7627639771, output_fired_time: 2.4577751160, propagate_forward_time: 75.7611923218, propagate_backward_time: 114.6441497803, weight_update_time: 0.2030426115, other_time: 4.2572097778
epoch time: 16.4535484314s, input_fired_time: 0.3550813198, output_fired_time: 0.0000000000, propagate_forward_time: 15.3574075699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7410593033
validation[          , genome  6426] predictions:    9753/  10000 (97.53%), best:    9776/10000 (97.76%), error:       745.15948, best error:       708.69861 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 200.2995758057s, input_fired_time: 2.8040521145, output_fired_time: 2.4754166603, propagate_forward_time: 74.8653564453, propagate_backward_time: 115.9249420166, weight_update_time: 0.2036616653, other_time: 4.2298126221
epoch time: 15.5084362030s, input_fired_time: 0.3448631763, output_fired_time: 0.0000000000, propagate_forward_time: 14.4498319626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7137413025
validation[          , genome  6426] predictions:    9765/  10000 (97.65%), best:    9776/10000 (97.76%), error:       736.18317, best error:       708.69861 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 202.1612243652s, input_fired_time: 2.8690543175, output_fired_time: 2.5039601326, propagate_forward_time: 76.5170211792, propagate_backward_time: 115.0201187134, weight_update_time: 0.2038518190, other_time: 5.2510681152
epoch time: 22.7310733795s, input_fired_time: 1.5163240433, output_fired_time: 0.0000000000, propagate_forward_time: 20.1783161163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0364322662
validation[          , genome  6426] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       764.88843, best error:       708.69861 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 201.0972900391s, input_fired_time: 2.8198595047, output_fired_time: 2.4846835136, propagate_forward_time: 77.2190399170, propagate_backward_time: 114.3576965332, weight_update_time: 0.2036763579, other_time: 4.2160186768
epoch time: 16.4429893494s, input_fired_time: 0.3497970998, output_fired_time: 0.0000000000, propagate_forward_time: 15.3459501266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7472429276
validation[          , genome  6426] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       830.67615, best error:       708.69861 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 198.2626342773s, input_fired_time: 2.7890353203, output_fired_time: 2.5423064232, propagate_forward_time: 75.3590927124, propagate_backward_time: 113.3839492798, weight_update_time: 0.2016928345, other_time: 4.1882476807
epoch time: 15.2200136185s, input_fired_time: 0.3503238261, output_fired_time: 0.0000000000, propagate_forward_time: 14.1359357834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7337541580
validation[          , genome  6426] predictions:    9758/  10000 (97.58%), best:    9776/10000 (97.76%), error:       807.88306, best error:       708.69861 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 209.9936065674s, input_fired_time: 2.8613681793, output_fired_time: 2.5969607830, propagate_forward_time: 81.5699081421, propagate_backward_time: 118.5928344727, weight_update_time: 0.2137503624, other_time: 4.3725357056
epoch time: 16.3450565338s, input_fired_time: 0.3572609127, output_fired_time: 0.0000000000, propagate_forward_time: 15.2420024872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7457933426
validation[          , genome  6426] predictions:    9784/  10000 (97.84%), best:    9776/10000 (97.76%), error:       712.72626, best error:       708.69861 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 201.3683929443s, input_fired_time: 2.8279399872, output_fired_time: 2.4646420479, propagate_forward_time: 79.4680938721, propagate_backward_time: 112.3140335083, weight_update_time: 0.2042799890, other_time: 4.2936782837
epoch time: 16.3439788818s, input_fired_time: 0.3525352478, output_fired_time: 0.0000000000, propagate_forward_time: 15.2491321564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7423114777
validation[          , genome  6426] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       706.09900, best error:       706.09900 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 210.5853271484s, input_fired_time: 2.9889483452, output_fired_time: 2.5681941509, propagate_forward_time: 81.7700805664, propagate_backward_time: 118.8520507813, weight_update_time: 0.2278428376, other_time: 4.4060516357
epoch time: 16.8588085175s, input_fired_time: 0.3583463132, output_fired_time: 0.0000000000, propagate_forward_time: 15.6813611984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8191003799
validation[          , genome  6426] predictions:    9734/  10000 (97.34%), best:    9790/10000 (97.90%), error:       823.18494, best error:       706.09900 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 216.9510650635s, input_fired_time: 4.0297985077, output_fired_time: 2.7522354126, propagate_forward_time: 80.9314651489, propagate_backward_time: 124.5992965698, weight_update_time: 0.2039216459, other_time: 4.6382827759
epoch time: 16.0605564117s, input_fired_time: 0.3529280722, output_fired_time: 0.0000000000, propagate_forward_time: 14.9531221390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7545061111
validation[          , genome  6426] predictions:    9747/  10000 (97.47%), best:    9790/10000 (97.90%), error:       842.27887, best error:       706.09900 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 201.4990081787s, input_fired_time: 2.8174178600, output_fired_time: 3.5012164116, propagate_forward_time: 73.3453521729, propagate_backward_time: 117.4419937134, weight_update_time: 0.2713759542, other_time: 4.3930282593
epoch time: 16.8580799103s, input_fired_time: 0.3636765778, output_fired_time: 0.0000000000, propagate_forward_time: 15.7352876663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7591161728
validation[          , genome  6426] predictions:    9783/  10000 (97.83%), best:    9790/10000 (97.90%), error:       746.27161, best error:       706.09900 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 212.3054351807s, input_fired_time: 3.9241621494, output_fired_time: 2.6620445251, propagate_forward_time: 78.3031845093, propagate_backward_time: 122.9292526245, weight_update_time: 0.2206672728, other_time: 4.4867858887
epoch time: 16.7008266449s, input_fired_time: 0.3593451679, output_fired_time: 0.0000000000, propagate_forward_time: 15.5708112717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7706708908
validation[          , genome  6426] predictions:    9781/  10000 (97.81%), best:    9790/10000 (97.90%), error:       723.05688, best error:       706.09900 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 212.1573181152s, input_fired_time: 3.9577765465, output_fired_time: 2.6143565178, propagate_forward_time: 78.1302490234, propagate_backward_time: 122.8593826294, weight_update_time: 0.2130949348, other_time: 4.5955581665
epoch time: 16.7651958466s, input_fired_time: 0.3587968647, output_fired_time: 0.0000000000, propagate_forward_time: 15.6701030731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7362957001
validation[          , genome  6426] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       681.87030, best error:       681.87030 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 207.1595916748s, input_fired_time: 3.8735244274, output_fired_time: 3.5406188965, propagate_forward_time: 75.9235534668, propagate_backward_time: 119.5549468994, weight_update_time: 0.2116861492, other_time: 4.2669525146
epoch time: 16.3540172577s, input_fired_time: 0.3560416102, output_fired_time: 0.0000000000, propagate_forward_time: 15.2472324371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7507429123
validation[          , genome  6426] predictions:    9777/  10000 (97.77%), best:    9797/10000 (97.97%), error:       738.24677, best error:       681.87030 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 201.2044830322s, input_fired_time: 2.8659129143, output_fired_time: 2.4963238239, propagate_forward_time: 74.3879852295, propagate_backward_time: 116.2634201050, weight_update_time: 0.2034481019, other_time: 5.1908493042
epoch time: 19.3265495300s, input_fired_time: 0.3785730898, output_fired_time: 0.0000000000, propagate_forward_time: 18.0216121674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9263648987
validation[          , genome  6426] predictions:    9743/  10000 (97.43%), best:    9797/10000 (97.97%), error:       824.85608, best error:       681.87030 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 198.7665863037s, input_fired_time: 3.8487498760, output_fired_time: 2.4548456669, propagate_forward_time: 74.2270126343, propagate_backward_time: 114.0222778320, weight_update_time: 0.2094385177, other_time: 4.2136917114
epoch time: 16.3470134735s, input_fired_time: 0.3515954614, output_fired_time: 0.0000000000, propagate_forward_time: 15.2533569336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7420606613
validation[          , genome  6426] predictions:    9752/  10000 (97.52%), best:    9797/10000 (97.97%), error:       794.35596, best error:       681.87030 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 198.9831848145s, input_fired_time: 2.7633986473, output_fired_time: 2.4523956776, propagate_forward_time: 76.0486984253, propagate_backward_time: 113.4848022461, weight_update_time: 0.2042144686, other_time: 4.2338943481
epoch time: 15.0531663895s, input_fired_time: 0.3464084268, output_fired_time: 0.0000000000, propagate_forward_time: 13.9603700638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7463874817
validation[          , genome  6426] predictions:    9780/  10000 (97.80%), best:    9797/10000 (97.97%), error:       757.16785, best error:       681.87030 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 198.5179595947s, input_fired_time: 2.7670829296, output_fired_time: 2.4600267410, propagate_forward_time: 72.4322814941, propagate_backward_time: 116.5889587402, weight_update_time: 0.2033187300, other_time: 4.2696075439
epoch time: 16.2188453674s, input_fired_time: 0.3497955203, output_fired_time: 0.0000000000, propagate_forward_time: 15.1249790192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7440710068
validation[          , genome  6426] predictions:    9773/  10000 (97.73%), best:    9797/10000 (97.97%), error:       701.29510, best error:       681.87030 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 199.1537322998s, input_fired_time: 2.7748761177, output_fired_time: 2.4844980240, propagate_forward_time: 75.6999588013, propagate_backward_time: 114.0310745239, weight_update_time: 0.2026255727, other_time: 4.1633300781
epoch time: 16.6147365570s, input_fired_time: 0.3632493913, output_fired_time: 0.0000000000, propagate_forward_time: 15.5030927658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7483949661
validation[          , genome  6426] predictions:    9705/  10000 (97.05%), best:    9797/10000 (97.97%), error:       913.87933, best error:       681.87030 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 200.3185119629s, input_fired_time: 3.8287627697, output_fired_time: 2.4761028290, propagate_forward_time: 72.0152587891, propagate_backward_time: 117.7660446167, weight_update_time: 0.2032282352, other_time: 4.2323379517
epoch time: 16.3509407043s, input_fired_time: 0.3559971452, output_fired_time: 0.0000000000, propagate_forward_time: 15.2489070892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7460365295
validation[          , genome  6426] predictions:    9785/  10000 (97.85%), best:    9797/10000 (97.97%), error:       743.73743, best error:       681.87030 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 201.2022094727s, input_fired_time: 2.7993330956, output_fired_time: 2.4968359470, propagate_forward_time: 75.0064239502, propagate_backward_time: 116.6486282349, weight_update_time: 0.2024062425, other_time: 4.2509841919
epoch time: 16.3948001862s, input_fired_time: 0.3601223528, output_fired_time: 0.0000000000, propagate_forward_time: 15.2738904953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7607870102
validation[          , genome  6426] predictions:    9755/  10000 (97.55%), best:    9797/10000 (97.97%), error:       782.32874, best error:       681.87030 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 199.8547821045s, input_fired_time: 2.7879030704, output_fired_time: 2.4706544876, propagate_forward_time: 74.6081695557, propagate_backward_time: 115.7617263794, weight_update_time: 0.2053054273, other_time: 4.2263259888
epoch time: 16.2917633057s, input_fired_time: 0.3559022844, output_fired_time: 0.0000000000, propagate_forward_time: 15.1939592361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7419013977
validation[          , genome  6426] predictions:    9781/  10000 (97.81%), best:    9797/10000 (97.97%), error:       724.40582, best error:       681.87030 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 197.4024353027s, input_fired_time: 2.7694401741, output_fired_time: 2.4481315613, propagate_forward_time: 75.1656951904, propagate_backward_time: 111.8385620117, weight_update_time: 0.2032636106, other_time: 5.1806030273
epoch time: 16.5056476593s, input_fired_time: 0.3547728956, output_fired_time: 0.0000000000, propagate_forward_time: 15.3688116074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7820634842
validation[          , genome  6426] predictions:    9774/  10000 (97.74%), best:    9797/10000 (97.97%), error:       728.50745, best error:       681.87030 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 200.1514129639s, input_fired_time: 3.7135083675, output_fired_time: 3.4942708015, propagate_forward_time: 72.9483413696, propagate_backward_time: 115.7730712891, weight_update_time: 0.2336844653, other_time: 4.2222213745
epoch time: 16.4945983887s, input_fired_time: 0.3590270579, output_fired_time: 0.0000000000, propagate_forward_time: 15.3646907806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7708797455
validation[          , genome  6426] predictions:    9773/  10000 (97.73%), best:    9797/10000 (97.97%), error:       757.55084, best error:       681.87030 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 202.6824035645s, input_fired_time: 2.8237202168, output_fired_time: 3.4835419655, propagate_forward_time: 76.8402481079, propagate_backward_time: 114.2408676147, weight_update_time: 0.2084132284, other_time: 5.2940368652
epoch time: 16.5486888885s, input_fired_time: 0.3588976562, output_fired_time: 0.0000000000, propagate_forward_time: 15.4402046204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7495861053
validation[          , genome  6426] predictions:    9776/  10000 (97.76%), best:    9797/10000 (97.97%), error:       749.33374, best error:       681.87030 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 199.1652069092s, input_fired_time: 2.7909440994, output_fired_time: 2.4749944210, propagate_forward_time: 71.3026657104, propagate_backward_time: 118.3632888794, weight_update_time: 0.2042343915, other_time: 4.2333221436
epoch time: 16.5495166779s, input_fired_time: 0.3604986370, output_fired_time: 0.0000000000, propagate_forward_time: 15.4312105179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7578077316
validation[          , genome  6426] predictions:    9708/  10000 (97.08%), best:    9797/10000 (97.97%), error:       928.95660, best error:       681.87030 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 199.5631103516s, input_fired_time: 2.8091053963, output_fired_time: 3.4792740345, propagate_forward_time: 75.6868209839, propagate_backward_time: 113.3356628418, weight_update_time: 0.2039471716, other_time: 4.2522354126
epoch time: 16.4109477997s, input_fired_time: 0.3576342165, output_fired_time: 0.0000000000, propagate_forward_time: 15.3019104004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7514038086
validation[          , genome  6426] predictions:    9759/  10000 (97.59%), best:    9797/10000 (97.97%), error:       790.28009, best error:       681.87030 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 198.0250091553s, input_fired_time: 3.7981276512, output_fired_time: 2.4549136162, propagate_forward_time: 73.2586364746, propagate_backward_time: 114.3079528809, weight_update_time: 0.2037176043, other_time: 4.2053833008
epoch time: 15.0855464935s, input_fired_time: 0.3495727479, output_fired_time: 0.0000000000, propagate_forward_time: 14.0047893524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7311840057
validation[          , genome  6426] predictions:    9716/  10000 (97.16%), best:    9797/10000 (97.97%), error:       932.15118, best error:       681.87030 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 198.5246887207s, input_fired_time: 3.7951219082, output_fired_time: 2.4570240974, propagate_forward_time: 74.3560943604, propagate_backward_time: 113.7228851318, weight_update_time: 0.2048384845, other_time: 4.1935577393
epoch time: 18.5990028381s, input_fired_time: 0.4512378573, output_fired_time: 0.0000000000, propagate_forward_time: 17.3034343719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8443298340
validation[          , genome  6426] predictions:    9715/  10000 (97.15%), best:    9797/10000 (97.97%), error:       865.01312, best error:       681.87030 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 201.4948425293s, input_fired_time: 2.8261537552, output_fired_time: 2.5286622047, propagate_forward_time: 74.5479049683, propagate_backward_time: 117.3343734741, weight_update_time: 0.2024864554, other_time: 4.2577514648
epoch time: 22.1835594177s, input_fired_time: 0.4610112906, output_fired_time: 0.0000000000, propagate_forward_time: 20.7322750092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9902725220
validation[          , genome  6426] predictions:    9778/  10000 (97.78%), best:    9797/10000 (97.97%), error:       730.53021, best error:       681.87030 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 200.8582305908s, input_fired_time: 2.8094689846, output_fired_time: 2.4734997749, propagate_forward_time: 76.3995513916, propagate_backward_time: 114.9767227173, weight_update_time: 0.2027313560, other_time: 4.1989974976
epoch time: 15.3941764832s, input_fired_time: 0.3563178480, output_fired_time: 0.0000000000, propagate_forward_time: 14.2985105515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7393484116
validation[          , genome  6426] predictions:    9691/  10000 (96.91%), best:    9797/10000 (97.97%), error:      1015.71698, best error:       681.87030 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 198.4333190918s, input_fired_time: 2.7931029797, output_fired_time: 2.4620239735, propagate_forward_time: 73.2572097778, propagate_backward_time: 115.6638183594, weight_update_time: 0.2040811032, other_time: 4.2571640015
epoch time: 16.3048629761s, input_fired_time: 0.3614978790, output_fired_time: 0.0000000000, propagate_forward_time: 15.1749687195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7683963776
validation[          , genome  6426] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       658.89490, best error:       658.89490 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 199.1755676270s, input_fired_time: 2.7993352413, output_fired_time: 3.5050051212, propagate_forward_time: 73.5848236084, propagate_backward_time: 114.0683670044, weight_update_time: 0.2028334141, other_time: 5.2180404663
epoch time: 16.3065681458s, input_fired_time: 0.3605879843, output_fired_time: 0.0000000000, propagate_forward_time: 15.1960697174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7499103546
validation[          , genome  6426] predictions:    9794/  10000 (97.94%), best:    9784/10000 (97.84%), error:       659.83728, best error:       658.89490 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 219.3933410645s, input_fired_time: 3.0363881588, output_fired_time: 2.7011857033, propagate_forward_time: 83.3488998413, propagate_backward_time: 124.6579055786, weight_update_time: 0.2215389162, other_time: 5.6489486694
epoch time: 16.3597488403s, input_fired_time: 0.3563421369, output_fired_time: 0.0000000000, propagate_forward_time: 15.2635688782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7398376465
validation[          , genome  6426] predictions:    9780/  10000 (97.80%), best:    9784/10000 (97.84%), error:       749.73285, best error:       658.89490 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 206.8849487305s, input_fired_time: 2.8739840984, output_fired_time: 2.5373089314, propagate_forward_time: 80.4476470947, propagate_backward_time: 116.6975936890, weight_update_time: 0.2116733938, other_time: 4.3284225464
epoch time: 17.1182880402s, input_fired_time: 0.3793901205, output_fired_time: 0.0000000000, propagate_forward_time: 15.9981460571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7407512665
validation[          , genome  6426] predictions:    9783/  10000 (97.83%), best:    9784/10000 (97.84%), error:       723.73444, best error:       658.89490 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 199.9184570313s, input_fired_time: 2.8411116600, output_fired_time: 2.4731996059, propagate_forward_time: 73.7297286987, propagate_backward_time: 116.6226348877, weight_update_time: 0.2032302022, other_time: 4.2517776489
epoch time: 16.2688941956s, input_fired_time: 0.3561594784, output_fired_time: 0.0000000000, propagate_forward_time: 15.1547632217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7579717636
validation[          , genome  6426] predictions:    9740/  10000 (97.40%), best:    9784/10000 (97.84%), error:       816.35907, best error:       658.89490 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 199.2526397705s, input_fired_time: 2.7916030884, output_fired_time: 2.4701442719, propagate_forward_time: 78.4205856323, propagate_backward_time: 111.4087142944, weight_update_time: 0.2020993084, other_time: 4.1615905762
epoch time: 20.9211616516s, input_fired_time: 0.4426465333, output_fired_time: 0.0000000000, propagate_forward_time: 19.4840183258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9944972992
validation[          , genome  6426] predictions:    9790/  10000 (97.90%), best:    9784/10000 (97.84%), error:       744.53168, best error:       658.89490 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 224.5580139160s, input_fired_time: 3.2029457092, output_fired_time: 2.7428042889, propagate_forward_time: 84.1418685913, propagate_backward_time: 129.8191070557, weight_update_time: 0.2288169861, other_time: 4.6512908936
epoch time: 17.9018993378s, input_fired_time: 0.3845042288, output_fired_time: 0.0000000000, propagate_forward_time: 16.7712306976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7461643219
validation[          , genome  6426] predictions:    9675/  10000 (96.75%), best:    9784/10000 (97.84%), error:      1051.73254, best error:       658.89490 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 198.2101898193s, input_fired_time: 2.7821600437, output_fired_time: 2.4475347996, propagate_forward_time: 72.9011383057, propagate_backward_time: 115.9046936035, weight_update_time: 0.2016560435, other_time: 4.1746520996
epoch time: 15.9940671921s, input_fired_time: 0.3617794514, output_fired_time: 0.0000000000, propagate_forward_time: 14.8851594925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7471284866
validation[          , genome  6426] predictions:    9775/  10000 (97.75%), best:    9784/10000 (97.84%), error:       733.65808, best error:       658.89490 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 198.8566131592s, input_fired_time: 2.8047978878, output_fired_time: 3.4635541439, propagate_forward_time: 75.2039718628, propagate_backward_time: 113.1398315430, weight_update_time: 0.2042575181, other_time: 4.2444686890
epoch time: 16.3378162384s, input_fired_time: 0.3585331142, output_fired_time: 0.0000000000, propagate_forward_time: 14.2335968018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7456865311
validation[          , genome  6426] predictions:    9763/  10000 (97.63%), best:    9784/10000 (97.84%), error:       750.12469, best error:       658.89490 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 212.4122009277s, input_fired_time: 3.0691823959, output_fired_time: 2.6686649323, propagate_forward_time: 79.6555709839, propagate_backward_time: 122.3371963501, weight_update_time: 0.2036656290, other_time: 4.6815795898
epoch time: 16.5258541107s, input_fired_time: 0.3610493839, output_fired_time: 0.0000000000, propagate_forward_time: 15.4107561111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7540483475
validation[          , genome  6426] predictions:    9769/  10000 (97.69%), best:    9784/10000 (97.84%), error:       760.96484, best error:       658.89490 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 207.5910644531s, input_fired_time: 2.9727079868, output_fired_time: 3.5865416527, propagate_forward_time: 77.8058471680, propagate_backward_time: 117.8853302002, weight_update_time: 0.2108730525, other_time: 5.3406372070
epoch time: 16.7701740265s, input_fired_time: 0.3937641084, output_fired_time: 0.0000000000, propagate_forward_time: 15.6016283035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7747812271
validation[          , genome  6426] predictions:    9755/  10000 (97.55%), best:    9784/10000 (97.84%), error:       828.12964, best error:       658.89490 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 216.0436248779s, input_fired_time: 3.0038394928, output_fired_time: 2.6221504211, propagate_forward_time: 79.2635803223, propagate_backward_time: 126.6397705078, weight_update_time: 0.2272888124, other_time: 4.5142822266
epoch time: 16.6198101044s, input_fired_time: 0.3564824760, output_fired_time: 0.0000000000, propagate_forward_time: 15.5251111984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7382173538
validation[          , genome  6426] predictions:    9793/  10000 (97.93%), best:    9784/10000 (97.84%), error:       687.18408, best error:       658.89490 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 201.2686920166s, input_fired_time: 2.8208971024, output_fired_time: 2.4881803989, propagate_forward_time: 77.1675109863, propagate_backward_time: 114.5137634277, weight_update_time: 0.2034134716, other_time: 4.2783508301
epoch time: 16.6552600861s, input_fired_time: 0.3635489643, output_fired_time: 0.0000000000, propagate_forward_time: 14.4884071350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8033046722
validation[          , genome  6426] predictions:    9801/  10000 (98.01%), best:    9784/10000 (97.84%), error:       660.61920, best error:       658.89490 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 199.7954406738s, input_fired_time: 3.8329997063, output_fired_time: 2.4764199257, propagate_forward_time: 76.4388351440, propagate_backward_time: 112.7636260986, weight_update_time: 0.2048819959, other_time: 4.2835617065
epoch time: 16.7931022644s, input_fired_time: 0.3596262932, output_fired_time: 0.0000000000, propagate_forward_time: 15.6536874771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7797880173
validation[          , genome  6426] predictions:    9768/  10000 (97.68%), best:    9784/10000 (97.84%), error:       752.83331, best error:       658.89490 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 200.9095611572s, input_fired_time: 2.8368697166, output_fired_time: 2.4949586391, propagate_forward_time: 76.0303497314, propagate_backward_time: 114.2292404175, weight_update_time: 0.2040204406, other_time: 5.3181381226
epoch time: 16.1651096344s, input_fired_time: 0.3577736318, output_fired_time: 0.0000000000, propagate_forward_time: 15.0444965363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7628393173
validation[          , genome  6426] predictions:    9781/  10000 (97.81%), best:    9784/10000 (97.84%), error:       719.80634, best error:       658.89490 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 200.0838775635s, input_fired_time: 3.8349008560, output_fired_time: 2.4652960300, propagate_forward_time: 77.7140045166, propagate_backward_time: 111.7837905884, weight_update_time: 0.2050437629, other_time: 4.2858810425
epoch time: 14.8734493256s, input_fired_time: 0.3508634269, output_fired_time: 0.0000000000, propagate_forward_time: 13.7524919510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7700939178
validation[          , genome  6426] predictions:    9758/  10000 (97.58%), best:    9784/10000 (97.84%), error:       753.85718, best error:       658.89490 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 203.6855010986s, input_fired_time: 2.8705585003, output_fired_time: 2.5060124397, propagate_forward_time: 78.7790222168, propagate_backward_time: 115.2146301270, weight_update_time: 0.2031798512, other_time: 4.3152770996
epoch time: 16.0986442566s, input_fired_time: 0.3767125309, output_fired_time: 0.0000000000, propagate_forward_time: 14.9087905884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8131408691
validation[          , genome  6426] predictions:    9739/  10000 (97.39%), best:    9784/10000 (97.84%), error:       771.17413, best error:       658.89490 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 204.8334960938s, input_fired_time: 2.8840632439, output_fired_time: 3.5706975460, propagate_forward_time: 74.2439651489, propagate_backward_time: 118.5410385132, weight_update_time: 0.2241859138, other_time: 5.5937347412
epoch time: 15.1021566391s, input_fired_time: 0.3620418906, output_fired_time: 0.0000000000, propagate_forward_time: 13.9471426010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7929725647
validation[          , genome  6426] predictions:    9739/  10000 (97.39%), best:    9784/10000 (97.84%), error:       788.10181, best error:       658.89490 on epoch:    64, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 197.9217224121s, input_fired_time: 3.8473145962, output_fired_time: 2.4738299847, propagate_forward_time: 74.6170806885, propagate_backward_time: 112.5131149292, weight_update_time: 0.2036725283, other_time: 4.4703750610
epoch time: 16.3737545013s, input_fired_time: 0.3597009778, output_fired_time: 0.0000000000, propagate_forward_time: 15.2467317581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7673215866
validation[          , genome  6426] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       625.95691, best error:       625.95691 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 198.1841583252s, input_fired_time: 2.8306763172, output_fired_time: 2.4551365376, propagate_forward_time: 76.0798721313, propagate_backward_time: 112.4272918701, weight_update_time: 0.2046505064, other_time: 4.3911819458
epoch time: 16.2609767914s, input_fired_time: 0.3587920368, output_fired_time: 0.0000000000, propagate_forward_time: 15.0978899002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8042945862
validation[          , genome  6426] predictions:    9758/  10000 (97.58%), best:    9804/10000 (98.04%), error:       789.91260, best error:       625.95691 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 198.5610046387s, input_fired_time: 2.8496236801, output_fired_time: 2.4627330303, propagate_forward_time: 73.1223373413, propagate_backward_time: 115.7730865479, weight_update_time: 0.2040907592, other_time: 4.3532180786
epoch time: 15.9719028473s, input_fired_time: 0.3555269837, output_fired_time: 0.0000000000, propagate_forward_time: 14.8580007553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7583751678
validation[          , genome  6426] predictions:    9774/  10000 (97.74%), best:    9804/10000 (98.04%), error:       741.10406, best error:       625.95691 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 199.0135040283s, input_fired_time: 2.8433175087, output_fired_time: 3.5079102516, propagate_forward_time: 73.4950485229, propagate_backward_time: 114.8439941406, weight_update_time: 0.2039979696, other_time: 4.3232345581
epoch time: 14.7672796249s, input_fired_time: 0.3465091586, output_fired_time: 0.0000000000, propagate_forward_time: 13.6424293518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7783412933
validation[          , genome  6426] predictions:    9775/  10000 (97.75%), best:    9804/10000 (98.04%), error:       726.18365, best error:       625.95691 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 203.8190612793s, input_fired_time: 3.9269115925, output_fired_time: 2.4795084000, propagate_forward_time: 76.3548431396, propagate_backward_time: 116.5994186401, weight_update_time: 0.2088898569, other_time: 4.4583816528
epoch time: 15.4210271835s, input_fired_time: 0.3588033915, output_fired_time: 0.0000000000, propagate_forward_time: 14.2803201675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7819032669
validation[          , genome  6426] predictions:    9780/  10000 (97.80%), best:    9804/10000 (98.04%), error:       711.14301, best error:       625.95691 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 201.2297515869s, input_fired_time: 2.8352286816, output_fired_time: 2.4993286133, propagate_forward_time: 73.2304840088, propagate_backward_time: 118.2297592163, weight_update_time: 0.2094908655, other_time: 4.4349441528
epoch time: 16.2937221527s, input_fired_time: 0.3599213660, output_fired_time: 0.0000000000, propagate_forward_time: 15.1402873993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7935132980
validation[          , genome  6426] predictions:    9791/  10000 (97.91%), best:    9804/10000 (98.04%), error:       697.54425, best error:       625.95691 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 197.3882141113s, input_fired_time: 2.8223514557, output_fired_time: 2.5616188049, propagate_forward_time: 74.5102615356, propagate_backward_time: 112.0178451538, weight_update_time: 0.2067498416, other_time: 5.4761352539
epoch time: 16.3248214722s, input_fired_time: 0.3615311086, output_fired_time: 0.0000000000, propagate_forward_time: 15.1623678207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8009223938
validation[          , genome  6426] predictions:    9785/  10000 (97.85%), best:    9804/10000 (98.04%), error:       762.72058, best error:       625.95691 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 197.5609588623s, input_fired_time: 2.8051912785, output_fired_time: 2.4533782005, propagate_forward_time: 73.6595153809, propagate_backward_time: 114.2249755859, weight_update_time: 0.2062475532, other_time: 4.4178924561
epoch time: 16.4192104340s, input_fired_time: 0.3623307645, output_fired_time: 0.0000000000, propagate_forward_time: 15.2758779526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7810010910
validation[          , genome  6426] predictions:    9780/  10000 (97.80%), best:    9804/10000 (98.04%), error:       742.64746, best error:       625.95691 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 198.1039276123s, input_fired_time: 2.8294639587, output_fired_time: 2.4786734581, propagate_forward_time: 71.5717468262, propagate_backward_time: 115.5817031860, weight_update_time: 0.2072107643, other_time: 5.6423416138
epoch time: 15.1671867371s, input_fired_time: 0.3595007360, output_fired_time: 0.0000000000, propagate_forward_time: 13.9857635498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8219223022
validation[          , genome  6426] predictions:    9783/  10000 (97.83%), best:    9804/10000 (98.04%), error:       721.97961, best error:       625.95691 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 200.4496154785s, input_fired_time: 2.8330328465, output_fired_time: 3.4864327908, propagate_forward_time: 73.7958068848, propagate_backward_time: 115.7692794800, weight_update_time: 0.2060241550, other_time: 4.5650558472
epoch time: 16.1710929871s, input_fired_time: 0.3580639064, output_fired_time: 0.0000000000, propagate_forward_time: 15.0319128036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7811164856
validation[          , genome  6426] predictions:    9785/  10000 (97.85%), best:    9804/10000 (98.04%), error:       685.17206, best error:       625.95691 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 201.9636535645s, input_fired_time: 2.9082684517, output_fired_time: 2.5157408714, propagate_forward_time: 75.4679031372, propagate_backward_time: 116.6129608154, weight_update_time: 0.2054480612, other_time: 4.4587783813
epoch time: 16.3476753235s, input_fired_time: 0.3610767424, output_fired_time: 0.0000000000, propagate_forward_time: 15.1733331680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8132658005
validation[          , genome  6426] predictions:    9789/  10000 (97.89%), best:    9804/10000 (98.04%), error:       743.43317, best error:       625.95691 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 201.7214050293s, input_fired_time: 2.8856787682, output_fired_time: 2.4894707203, propagate_forward_time: 77.2667312622, propagate_backward_time: 114.6429367065, weight_update_time: 0.2111373842, other_time: 4.4365844727
epoch time: 17.5003509521s, input_fired_time: 0.4164641201, output_fired_time: 0.0000000000, propagate_forward_time: 16.2412662506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8426208496
validation[          , genome  6426] predictions:    9765/  10000 (97.65%), best:    9804/10000 (98.04%), error:       790.72119, best error:       625.95691 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 203.2319793701s, input_fired_time: 2.9031710625, output_fired_time: 2.5370717049, propagate_forward_time: 74.8460845947, propagate_backward_time: 118.3675308228, weight_update_time: 0.2128328532, other_time: 4.5781173706
epoch time: 16.3301277161s, input_fired_time: 0.3630935252, output_fired_time: 0.0000000000, propagate_forward_time: 15.1564378738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8105964661
validation[          , genome  6426] predictions:    9752/  10000 (97.52%), best:    9804/10000 (98.04%), error:       831.94098, best error:       625.95691 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 198.4876556396s, input_fired_time: 2.8219516277, output_fired_time: 2.4728252888, propagate_forward_time: 74.9220962524, propagate_backward_time: 113.8476333618, weight_update_time: 0.2052680999, other_time: 4.4231567383
epoch time: 16.1512794495s, input_fired_time: 0.3627251089, output_fired_time: 0.0000000000, propagate_forward_time: 14.9973983765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7911558151
validation[          , genome  6426] predictions:    9797/  10000 (97.97%), best:    9804/10000 (98.04%), error:       670.24194, best error:       625.95691 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 199.4847412109s, input_fired_time: 2.9000124931, output_fired_time: 2.4871976376, propagate_forward_time: 74.1194152832, propagate_backward_time: 114.4797973633, weight_update_time: 0.2049098760, other_time: 5.4983215332
epoch time: 17.0148658752s, input_fired_time: 0.4004915357, output_fired_time: 0.0000000000, propagate_forward_time: 15.8235559464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7908182144
validation[          , genome  6426] predictions:    9776/  10000 (97.76%), best:    9804/10000 (98.04%), error:       731.90430, best error:       625.95691 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 196.9364624023s, input_fired_time: 2.8221254349, output_fired_time: 2.4583153725, propagate_forward_time: 71.0136718750, propagate_backward_time: 116.1459121704, weight_update_time: 0.2053316832, other_time: 4.4964370728
epoch time: 14.8935804367s, input_fired_time: 0.3542041481, output_fired_time: 0.0000000000, propagate_forward_time: 13.7601881027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7791881561
validation[          , genome  6426] predictions:    9773/  10000 (97.73%), best:    9804/10000 (98.04%), error:       775.12939, best error:       625.95691 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 197.0920410156s, input_fired_time: 2.8423194885, output_fired_time: 2.4467041492, propagate_forward_time: 73.3970108032, propagate_backward_time: 113.8438339233, weight_update_time: 0.2082343102, other_time: 4.5621795654
epoch time: 16.2043685913s, input_fired_time: 0.3602147102, output_fired_time: 0.0000000000, propagate_forward_time: 15.0388536453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8053007126
validation[          , genome  6426] predictions:    9797/  10000 (97.97%), best:    9804/10000 (98.04%), error:       672.31860, best error:       625.95691 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 197.8138732910s, input_fired_time: 2.8156480789, output_fired_time: 2.4614398479, propagate_forward_time: 74.5494308472, propagate_backward_time: 113.4558639526, weight_update_time: 0.2045121044, other_time: 4.5314941406
epoch time: 16.4791984558s, input_fired_time: 0.3605293632, output_fired_time: 0.0000000000, propagate_forward_time: 15.3243055344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7943639755
validation[          , genome  6426] predictions:    9775/  10000 (97.75%), best:    9804/10000 (98.04%), error:       717.76892, best error:       625.95691 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 206.9841156006s, input_fired_time: 2.8161230087, output_fired_time: 2.4614498615, propagate_forward_time: 82.6384963989, propagate_backward_time: 113.6646347046, weight_update_time: 0.2022900134, other_time: 5.4034118652
epoch time: 15.2086172104s, input_fired_time: 0.3602682948, output_fired_time: 0.0000000000, propagate_forward_time: 14.0251684189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8231801987
validation[          , genome  6426] predictions:    9775/  10000 (97.75%), best:    9804/10000 (98.04%), error:       774.94580, best error:       625.95691 on epoch:    82, 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: 80.4050292969s, input_fired_time: 1.8013186455, output_fired_time: 0.0000000000, propagate_forward_time: 74.5328979492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0708160400
best training[          , genome  6426] predictions:   49840/  50000 (99.68%), best:    9804/10000 (98.04%), error:       845.55780, best error:       625.95691 on epoch:    82, 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: 14.8826284409s, input_fired_time: 0.3467364311, output_fired_time: 0.0000000000, propagate_forward_time: 13.7550907135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7808017731
   testing[          , genome  6426] predictions:    9816/  10000 (98.16%), best:    9804/10000 (98.04%), error:       568.37921, best error:       625.95691 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:05:46 (6620): called boinc_finish(0)

</stderr_txt>
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