Nameexact_genome_1512568488_42_918_2
Workunit2575835
Created7 Dec 2017, 3:06:22 UTC
Sent7 Dec 2017, 3:07:12 UTC
Report deadline7 Dec 2017, 12:42:21 UTC
Received7 Dec 2017, 3:24:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time16 min 37 sec
CPU time16 min 35 sec
Validate stateValid
Credit99.85
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size147.13 MB
Peak swap size149.58 MB
Peak disk usage0.80 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
e: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2415248752
validation[          , genome   918] predictions:    9091/  10000 (90.91%), best:    9091/10000 (90.91%), error:      3133.65283, best error:      3133.65283 on epoch:    13, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 8.0665779114s, input_fired_time: 0.0015195718, output_fired_time: 0.0014864595, propagate_forward_time: 3.6885943413, propagate_backward_time: 3.2546722889, weight_update_time: 0.0456190743, other_time: 1.1203052998
epoch time: 0.9312916398s, input_fired_time: 0.0002999910, output_fired_time: 0.0000000000, propagate_forward_time: 0.7328909039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1981007457
validation[          , genome   918] predictions:    9092/  10000 (90.92%), best:    9091/10000 (90.91%), error:      3139.37061, best error:      3133.65283 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 7.9311957359s, input_fired_time: 0.0014947801, output_fired_time: 0.0015294803, propagate_forward_time: 3.6231963634, propagate_backward_time: 3.1971049309, weight_update_time: 0.0448626280, other_time: 1.1078696251
epoch time: 0.8852187395s, input_fired_time: 0.0002883039, output_fired_time: 0.0000000000, propagate_forward_time: 0.6947448254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1901856065
validation[          , genome   918] predictions:    9084/  10000 (90.84%), best:    9091/10000 (90.91%), error:      3145.02808, best error:      3133.65283 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 7.5444889069s, input_fired_time: 0.0014488779, output_fired_time: 0.0014808391, propagate_forward_time: 3.4220094681, propagate_backward_time: 3.0623488426, weight_update_time: 0.0431425869, other_time: 1.0572004318
epoch time: 0.9293194413s, input_fired_time: 0.0002968689, output_fired_time: 0.0000000000, propagate_forward_time: 0.7317004204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1973221302
validation[          , genome   918] predictions:    9086/  10000 (90.86%), best:    9086/10000 (90.86%), error:      3118.07910, best error:      3118.07910 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 9.5429964066s, input_fired_time: 0.0017145459, output_fired_time: 0.0017583661, propagate_forward_time: 4.4347400665, propagate_backward_time: 3.7964463234, weight_update_time: 0.0538910143, other_time: 1.3083367348
epoch time: 0.8946943283s, input_fired_time: 0.0002973799, output_fired_time: 0.0000000000, propagate_forward_time: 0.7010183334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1933786273
validation[          , genome   918] predictions:    9064/  10000 (90.64%), best:    9086/10000 (90.86%), error:      3142.69409, best error:      3118.07910 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 8.5900382996s, input_fired_time: 0.0016061794, output_fired_time: 0.0016523866, propagate_forward_time: 3.9447577000, propagate_backward_time: 3.4522926807, weight_update_time: 0.0483733565, other_time: 1.1897294521
epoch time: 1.0587873459s, input_fired_time: 0.0003279800, output_fired_time: 0.0000000000, propagate_forward_time: 0.8380646110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2203947902
validation[          , genome   918] predictions:    9094/  10000 (90.94%), best:    9094/10000 (90.94%), error:      3107.88379, best error:      3107.88379 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 8.5616207123s, input_fired_time: 0.0016024007, output_fired_time: 0.0016333277, propagate_forward_time: 3.9364812374, propagate_backward_time: 3.4309840202, weight_update_time: 0.0484023504, other_time: 1.1909193993
epoch time: 1.1744565964s, input_fired_time: 0.0003568380, output_fired_time: 0.0000000000, propagate_forward_time: 0.9306555986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2434442043
validation[          , genome   918] predictions:    9071/  10000 (90.71%), best:    9094/10000 (90.94%), error:      3132.40674, best error:      3107.88379 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 9.7640476227s, input_fired_time: 0.0017396102, output_fired_time: 0.0017638423, propagate_forward_time: 4.5403141975, propagate_backward_time: 3.8741030693, weight_update_time: 0.0553496145, other_time: 1.3461265564
epoch time: 1.1161131859s, input_fired_time: 0.0003432739, output_fired_time: 0.0000000000, propagate_forward_time: 0.8812728524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2344970107
validation[          , genome   918] predictions:    9073/  10000 (90.73%), best:    9094/10000 (90.94%), error:      3111.18115, best error:      3107.88379 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 8.0763950348s, input_fired_time: 0.0015314750, output_fired_time: 0.0015535513, propagate_forward_time: 3.6798520088, propagate_backward_time: 3.2646069527, weight_update_time: 0.0458921641, other_time: 1.1288509369
epoch time: 0.9383667707s, input_fired_time: 0.0003071010, output_fired_time: 0.0000000000, propagate_forward_time: 0.7373542190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2007054687
validation[          , genome   918] predictions:    9073/  10000 (90.73%), best:    9094/10000 (90.94%), error:      3163.99927, best error:      3107.88379 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 8.6510715485s, input_fired_time: 0.0015935424, output_fired_time: 0.0015900281, propagate_forward_time: 3.9838092327, propagate_backward_time: 3.4646134377, weight_update_time: 0.0486411713, other_time: 1.1994652748
epoch time: 0.9738887548s, input_fired_time: 0.0003085829, output_fired_time: 0.0000000000, propagate_forward_time: 0.7675775290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2060026526
validation[          , genome   918] predictions:    9069/  10000 (90.69%), best:    9069/10000 (90.69%), error:      3100.93286, best error:      3100.93286 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 9.0533552170s, input_fired_time: 0.0016562146, output_fired_time: 0.0016581051, propagate_forward_time: 4.1661567688, propagate_backward_time: 3.6160988808, weight_update_time: 0.0512720384, other_time: 1.2677845955
epoch time: 0.9585533738s, input_fired_time: 0.0002996470, output_fired_time: 0.0000000000, propagate_forward_time: 0.7527403831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2055133581
validation[          , genome   918] predictions:    9104/  10000 (91.04%), best:    9104/10000 (91.04%), error:      3073.55493, best error:      3073.55493 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 8.2997884750s, input_fired_time: 0.0015507889, output_fired_time: 0.0015206781, propagate_forward_time: 3.8048760891, propagate_backward_time: 3.3429532051, weight_update_time: 0.0470223799, other_time: 1.1488871574
epoch time: 1.3514713049s, input_fired_time: 0.0003870460, output_fired_time: 0.0000000000, propagate_forward_time: 1.0743615627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2767226696
validation[          , genome   918] predictions:    9057/  10000 (90.57%), best:    9104/10000 (91.04%), error:      3154.01587, best error:      3073.55493 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 8.5999908447s, input_fired_time: 0.0015929774, output_fired_time: 0.0016525127, propagate_forward_time: 3.9499402046, propagate_backward_time: 3.4567232132, weight_update_time: 0.0488367639, other_time: 1.1900820732
epoch time: 0.9575172067s, input_fired_time: 0.0003062809, output_fired_time: 0.0000000000, propagate_forward_time: 0.7543480396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2028628588
validation[          , genome   918] predictions:    9100/  10000 (91.00%), best:    9104/10000 (91.04%), error:      3080.92114, best error:      3073.55493 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 8.8870534897s, input_fired_time: 0.0016186913, output_fired_time: 0.0016612537, propagate_forward_time: 4.0852069855, propagate_backward_time: 3.5665848255, weight_update_time: 0.0504152514, other_time: 1.2319819927
epoch time: 1.1012349129s, input_fired_time: 0.0003433470, output_fired_time: 0.0000000000, propagate_forward_time: 0.8711386323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2297529578
validation[          , genome   918] predictions:    9109/  10000 (91.09%), best:    9104/10000 (91.04%), error:      3075.26050, best error:      3073.55493 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 8.2451314926s, input_fired_time: 0.0015448318, output_fired_time: 0.0015880913, propagate_forward_time: 3.7763781548, propagate_backward_time: 3.3127064705, weight_update_time: 0.0464545973, other_time: 1.1529140472
epoch time: 0.9266399741s, input_fired_time: 0.0003003689, output_fired_time: 0.0000000000, propagate_forward_time: 0.7278894782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1984501481
validation[          , genome   918] predictions:    9116/  10000 (91.16%), best:    9116/10000 (91.16%), error:      3061.82397, best error:      3061.82397 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 7.9755463600s, input_fired_time: 0.0015080165, output_fired_time: 0.0015464011, propagate_forward_time: 3.6334986687, propagate_backward_time: 3.2200849056, weight_update_time: 0.0452170409, other_time: 1.1189081669
epoch time: 0.9513196945s, input_fired_time: 0.0003287149, output_fired_time: 0.0000000000, propagate_forward_time: 0.7479832172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2030077577
validation[          , genome   918] predictions:    9083/  10000 (90.83%), best:    9116/10000 (91.16%), error:      3093.48022, best error:      3061.82397 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 8.3392257690s, input_fired_time: 0.0015576965, output_fired_time: 0.0016000252, propagate_forward_time: 3.8196425438, propagate_backward_time: 3.3567514420, weight_update_time: 0.0472880825, other_time: 1.1596741676
epoch time: 0.9074203372s, input_fired_time: 0.0002980499, output_fired_time: 0.0000000000, propagate_forward_time: 0.7119954228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1951268911
validation[          , genome   918] predictions:    9081/  10000 (90.81%), best:    9116/10000 (91.16%), error:      3099.32349, best error:      3061.82397 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 8.3839015961s, input_fired_time: 0.0015594409, output_fired_time: 0.0015923382, propagate_forward_time: 3.8357245922, propagate_backward_time: 3.3734612465, weight_update_time: 0.0475765616, other_time: 1.1715636253
epoch time: 0.9312410355s, input_fired_time: 0.0003044969, output_fired_time: 0.0000000000, propagate_forward_time: 0.7319970727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1989394426
validation[          , genome   918] predictions:    9097/  10000 (90.97%), best:    9097/10000 (90.97%), error:      3053.10254, best error:      3053.10254 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 8.3308849335s, input_fired_time: 0.0015572939, output_fired_time: 0.0015898835, propagate_forward_time: 3.8208241463, propagate_backward_time: 3.3518764973, weight_update_time: 0.0470896810, other_time: 1.1550371647
epoch time: 0.9044902325s, input_fired_time: 0.0002948629, output_fired_time: 0.0000000000, propagate_forward_time: 0.7105804682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1936149001
validation[          , genome   918] predictions:    9121/  10000 (91.21%), best:    9121/10000 (91.21%), error:      3038.87769, best error:      3038.87769 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 8.8254280090s, input_fired_time: 0.0016261425, output_fired_time: 0.0016671836, propagate_forward_time: 4.0512905121, propagate_backward_time: 3.5341231823, weight_update_time: 0.0501531586, other_time: 1.2367212772
epoch time: 1.2123481035s, input_fired_time: 0.0003563551, output_fired_time: 0.0000000000, propagate_forward_time: 0.9600054026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2519863844
validation[          , genome   918] predictions:    9107/  10000 (91.07%), best:    9121/10000 (91.21%), error:      3046.74829, best error:      3038.87769 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 8.2739257812s, input_fired_time: 0.0015575202, output_fired_time: 0.0015702787, propagate_forward_time: 3.7980780602, propagate_backward_time: 3.3171358109, weight_update_time: 0.0466024727, other_time: 1.1555838585
epoch time: 0.9667122960s, input_fired_time: 0.0003161179, output_fired_time: 0.0000000000, propagate_forward_time: 0.7608995438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2054966092
validation[          , genome   918] predictions:    9116/  10000 (91.16%), best:    9121/10000 (91.21%), error:      3051.95532, best error:      3038.87769 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 9.5493783951s, input_fired_time: 0.0017116672, output_fired_time: 0.0017471332, propagate_forward_time: 4.4317493439, propagate_backward_time: 3.8017587662, weight_update_time: 0.0535840206, other_time: 1.3124113083
epoch time: 1.1995756626s, input_fired_time: 0.0003561160, output_fired_time: 0.0000000000, propagate_forward_time: 0.9508265853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2483929992
validation[          , genome   918] predictions:    9093/  10000 (90.93%), best:    9093/10000 (90.93%), error:      3036.85156, best error:      3036.85156 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 9.5194759369s, input_fired_time: 0.0017072926, output_fired_time: 0.0017165856, propagate_forward_time: 4.4091405869, propagate_backward_time: 3.7901949883, weight_update_time: 0.0539327450, other_time: 1.3167166710
epoch time: 0.9361412525s, input_fired_time: 0.0002935979, output_fired_time: 0.0000000000, propagate_forward_time: 0.7341659665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2016816735
validation[          , genome   918] predictions:    9119/  10000 (91.19%), best:    9119/10000 (91.19%), error:      3020.75146, best error:      3020.75146 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 8.4468803406s, input_fired_time: 0.0015698655, output_fired_time: 0.0015851529, propagate_forward_time: 3.8851773739, propagate_backward_time: 3.3844108582, weight_update_time: 0.0475210026, other_time: 1.1741371155
epoch time: 0.9722629189s, input_fired_time: 0.0003161279, output_fired_time: 0.0000000000, propagate_forward_time: 0.7626923323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2092544436
validation[          , genome   918] predictions:    9107/  10000 (91.07%), best:    9119/10000 (91.19%), error:      3026.29053, best error:      3020.75146 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 8.5110778809s, input_fired_time: 0.0015796804, output_fired_time: 0.0016115543, propagate_forward_time: 3.9033491611, propagate_backward_time: 3.4194648266, weight_update_time: 0.0479661636, other_time: 1.1850731373
epoch time: 0.9531419873s, input_fired_time: 0.0003040889, output_fired_time: 0.0000000000, propagate_forward_time: 0.7501130104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2027248740
validation[          , genome   918] predictions:    9131/  10000 (91.31%), best:    9131/10000 (91.31%), error:      3015.15039, best error:      3015.15039 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 9.3892631531s, input_fired_time: 0.0016840141, output_fired_time: 0.0017586609, propagate_forward_time: 4.3388328552, propagate_backward_time: 3.7408103943, weight_update_time: 0.0528314039, other_time: 1.3061771393
epoch time: 1.1872293949s, input_fired_time: 0.0003647410, output_fired_time: 0.0000000000, propagate_forward_time: 0.9408419728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2460226417
validation[          , genome   918] predictions:    9114/  10000 (91.14%), best:    9131/10000 (91.31%), error:      3027.72363, best error:      3015.15039 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 9.5135364532s, input_fired_time: 0.0017183395, output_fired_time: 0.0017289724, propagate_forward_time: 4.4086484909, propagate_backward_time: 3.7887649536, weight_update_time: 0.0534638315, other_time: 1.3126754761
epoch time: 0.9731224775s, input_fired_time: 0.0003069400, output_fired_time: 0.0000000000, propagate_forward_time: 0.7671987414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2056167722
validation[          , genome   918] predictions:    9117/  10000 (91.17%), best:    9117/10000 (91.17%), error:      2993.70166, best error:      2993.70166 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 8.3929662704s, input_fired_time: 0.0015500443, output_fired_time: 0.0015747256, propagate_forward_time: 3.8518085480, propagate_backward_time: 3.3684828281, weight_update_time: 0.0474754944, other_time: 1.1695506573
epoch time: 1.0883617401s, input_fired_time: 0.0003305540, output_fired_time: 0.0000000000, propagate_forward_time: 0.8603000045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2277311683
validation[          , genome   918] predictions:    9113/  10000 (91.13%), best:    9117/10000 (91.17%), error:      3018.65479, best error:      2993.70166 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 9.2774534225s, input_fired_time: 0.0016541935, output_fired_time: 0.0017094120, propagate_forward_time: 4.2842597961, propagate_backward_time: 3.6978652477, weight_update_time: 0.0567144305, other_time: 1.2919647694
epoch time: 0.9182481170s, input_fired_time: 0.0002919319, output_fired_time: 0.0000000000, propagate_forward_time: 0.7213611603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1965950131
validation[          , genome   918] predictions:    9126/  10000 (91.26%), best:    9117/10000 (91.17%), error:      2995.51978, best error:      2993.70166 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 9.3380107880s, input_fired_time: 0.0016750209, output_fired_time: 0.0017042214, propagate_forward_time: 4.3225755692, propagate_backward_time: 3.7204780579, weight_update_time: 0.0526358895, other_time: 1.2915782928
epoch time: 1.2384604216s, input_fired_time: 0.0003854711, output_fired_time: 0.0000000000, propagate_forward_time: 0.9815909266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564839721
validation[          , genome   918] predictions:    9105/  10000 (91.05%), best:    9117/10000 (91.17%), error:      3003.92188, best error:      2993.70166 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 9.2121887207s, input_fired_time: 0.0016462456, output_fired_time: 0.0016845601, propagate_forward_time: 4.2522492409, propagate_backward_time: 3.6785683632, weight_update_time: 0.0518100150, other_time: 1.2780408859
epoch time: 0.9240823984s, input_fired_time: 0.0003005630, output_fired_time: 0.0000000000, propagate_forward_time: 0.7208333015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2029485106
validation[          , genome   918] predictions:    9114/  10000 (91.14%), best:    9117/10000 (91.17%), error:      2999.85840, best error:      2993.70166 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 8.8934707642s, input_fired_time: 0.0015953702, output_fired_time: 0.0016232594, propagate_forward_time: 4.0880880356, propagate_backward_time: 3.5612564087, weight_update_time: 0.0502437875, other_time: 1.2409076691
epoch time: 1.1407589912s, input_fired_time: 0.0003420440, output_fired_time: 0.0000000000, propagate_forward_time: 0.8998458385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2405711412
validation[          , genome   918] predictions:    9121/  10000 (91.21%), best:    9117/10000 (91.17%), error:      3009.95117, best error:      2993.70166 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 9.1868915558s, input_fired_time: 0.0016567751, output_fired_time: 0.0017120733, propagate_forward_time: 4.2404046059, propagate_backward_time: 3.6719160080, weight_update_time: 0.0517866313, other_time: 1.2712025642
epoch time: 1.1253811121s, input_fired_time: 0.0003491640, output_fired_time: 0.0000000000, propagate_forward_time: 0.8868567944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2381751537
validation[          , genome   918] predictions:    9113/  10000 (91.13%), best:    9117/10000 (91.17%), error:      3002.30957, best error:      2993.70166 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 8.1023683548s, input_fired_time: 0.0015199985, output_fired_time: 0.0015376817, propagate_forward_time: 3.7090919018, propagate_backward_time: 3.2623348236, weight_update_time: 0.0458682030, other_time: 1.1278839111
epoch time: 1.1244019270s, input_fired_time: 0.0003352690, output_fired_time: 0.0000000000, propagate_forward_time: 0.8897172213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2343494892
validation[          , genome   918] predictions:    9123/  10000 (91.23%), best:    9123/10000 (91.23%), error:      2985.36890, best error:      2985.36890 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 9.0946350098s, input_fired_time: 0.0016418172, output_fired_time: 0.0016983754, propagate_forward_time: 4.1915369034, propagate_backward_time: 3.6367521286, weight_update_time: 0.0514827706, other_time: 1.2630052567
epoch time: 0.8655055165s, input_fired_time: 0.0002957748, output_fired_time: 0.0000000000, propagate_forward_time: 0.6781379580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1870718002
validation[          , genome   918] predictions:    9118/  10000 (91.18%), best:    9123/10000 (91.23%), error:      2985.54224, best error:      2985.36890 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 8.0242557526s, input_fired_time: 0.0015083653, output_fired_time: 0.0015519178, propagate_forward_time: 3.6655991077, propagate_backward_time: 3.2430670261, weight_update_time: 0.0456534512, other_time: 1.1125295162
epoch time: 0.9537915587s, input_fired_time: 0.0003034719, output_fired_time: 0.0000000000, propagate_forward_time: 0.7515692711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2019188404
validation[          , genome   918] predictions:    9119/  10000 (91.19%), best:    9123/10000 (91.23%), error:      3005.67896, best error:      2985.36890 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 8.0482044220s, input_fired_time: 0.0015114893, output_fired_time: 0.0015584918, propagate_forward_time: 3.6760230064, propagate_backward_time: 3.2513060570, weight_update_time: 0.0458407179, other_time: 1.1178054810
epoch time: 0.9393131137s, input_fired_time: 0.0002998639, output_fired_time: 0.0000000000, propagate_forward_time: 0.7403116822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1987015605
validation[          , genome   918] predictions:    9123/  10000 (91.23%), best:    9123/10000 (91.23%), error:      2999.92920, best error:      2985.36890 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 8.0616979599s, input_fired_time: 0.0015220114, output_fired_time: 0.0015894904, propagate_forward_time: 3.6877079010, propagate_backward_time: 3.2538793087, weight_update_time: 0.0457263030, other_time: 1.1169989109
epoch time: 0.9512633085s, input_fired_time: 0.0003003230, output_fired_time: 0.0000000000, propagate_forward_time: 0.7487573028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2022056580
validation[          , genome   918] predictions:    9115/  10000 (91.15%), best:    9115/10000 (91.15%), error:      2982.75391, best error:      2982.75391 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 8.0143461227s, input_fired_time: 0.0014878408, output_fired_time: 0.0015526408, propagate_forward_time: 3.6691560745, propagate_backward_time: 3.2353823185, weight_update_time: 0.0453841053, other_time: 1.1067674160
epoch time: 0.9275958538s, input_fired_time: 0.0002955490, output_fired_time: 0.0000000000, propagate_forward_time: 0.7307982445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1965020895
validation[          , genome   918] predictions:    9131/  10000 (91.31%), best:    9115/10000 (91.15%), error:      2991.16943, best error:      2982.75391 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 8.9458990097s, input_fired_time: 0.0016230473, output_fired_time: 0.0016861230, propagate_forward_time: 4.1352968216, propagate_backward_time: 3.5822463036, weight_update_time: 0.0507579409, other_time: 1.2250466347
epoch time: 1.0799106359s, input_fired_time: 0.0003364419, output_fired_time: 0.0000000000, propagate_forward_time: 0.8549808264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2245934010
validation[          , genome   918] predictions:    9113/  10000 (91.13%), best:    9115/10000 (91.15%), error:      2996.61279, best error:      2982.75391 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 10.9229097366s, input_fired_time: 0.0018882009, output_fired_time: 0.0019245334, propagate_forward_time: 5.1309652328, propagate_backward_time: 4.3182263374, weight_update_time: 0.0617216490, other_time: 1.4699053764
epoch time: 1.2328327894s, input_fired_time: 0.0003871019, output_fired_time: 0.0000000000, propagate_forward_time: 0.9779317975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2545139194
validation[          , genome   918] predictions:    9102/  10000 (91.02%), best:    9115/10000 (91.15%), error:      2993.51538, best error:      2982.75391 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 9.1017274857s, input_fired_time: 0.0016300055, output_fired_time: 0.0016843844, propagate_forward_time: 4.2133522034, propagate_backward_time: 3.6399075985, weight_update_time: 0.0514822975, other_time: 1.2451536655
epoch time: 0.9194187522s, input_fired_time: 0.0002922230, output_fired_time: 0.0000000000, propagate_forward_time: 0.7236424685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1954840422
validation[          , genome   918] predictions:    9121/  10000 (91.21%), best:    9121/10000 (91.21%), error:      2975.39233, best error:      2975.39233 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 8.0504026413s, input_fired_time: 0.0014863678, output_fired_time: 0.0015141366, propagate_forward_time: 3.6704418659, propagate_backward_time: 3.2655644417, weight_update_time: 0.0454826616, other_time: 1.1113953590
epoch time: 0.9857141376s, input_fired_time: 0.0003171139, output_fired_time: 0.0000000000, propagate_forward_time: 0.7784221768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2069748640
validation[          , genome   918] predictions:    9115/  10000 (91.15%), best:    9121/10000 (91.21%), error:      2985.98364, best error:      2975.39233 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 10.1019334793s, input_fired_time: 0.0017679188, output_fired_time: 0.0018129004, propagate_forward_time: 4.7095227242, propagate_backward_time: 4.0140581131, weight_update_time: 0.0571807884, other_time: 1.3747715950
epoch time: 1.3444039822s, input_fired_time: 0.0003911560, output_fired_time: 0.0000000000, propagate_forward_time: 1.0698016882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742111683
validation[          , genome   918] predictions:    9121/  10000 (91.21%), best:    9121/10000 (91.21%), error:      2982.44116, best error:      2975.39233 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 9.3317699432s, input_fired_time: 0.0016696058, output_fired_time: 0.0017305370, propagate_forward_time: 4.3295536041, propagate_backward_time: 3.7261433601, weight_update_time: 0.0526334681, other_time: 1.2726721764
epoch time: 0.9057419896s, input_fired_time: 0.0003027598, output_fired_time: 0.0000000000, propagate_forward_time: 0.7125711441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1928681135
validation[          , genome   918] predictions:    9130/  10000 (91.30%), best:    9130/10000 (91.30%), error:      2973.13257, best error:      2973.13257 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 7.8671092987s, input_fired_time: 0.0014583432, output_fired_time: 0.0014726016, propagate_forward_time: 3.5913374424, propagate_backward_time: 3.1801195145, weight_update_time: 0.0446589589, other_time: 1.0927219391
epoch time: 1.0424023867s, input_fired_time: 0.0003240639, output_fired_time: 0.0000000000, propagate_forward_time: 0.8222802877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2197980881
validation[          , genome   918] predictions:    9129/  10000 (91.29%), best:    9130/10000 (91.30%), error:      2983.90381, best error:      2973.13257 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 8.5726270676s, input_fired_time: 0.0015747369, output_fired_time: 0.0015949429, propagate_forward_time: 3.9464085102, propagate_backward_time: 3.4407935143, weight_update_time: 0.0487613119, other_time: 1.1822562218
epoch time: 0.9741830230s, input_fired_time: 0.0003052909, output_fired_time: 0.0000000000, propagate_forward_time: 0.7679934502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2058842778
validation[          , genome   918] predictions:    9131/  10000 (91.31%), best:    9131/10000 (91.31%), error:      2972.14453, best error:      2972.14453 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 9.9700670242s, input_fired_time: 0.0017431882, output_fired_time: 0.0017740346, propagate_forward_time: 4.6429591179, propagate_backward_time: 3.9656944275, weight_update_time: 0.0561608598, other_time: 1.3578963280
epoch time: 1.3485907316s, input_fired_time: 0.0003936521, output_fired_time: 0.0000000000, propagate_forward_time: 1.0727878809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754092216
validation[          , genome   918] predictions:    9126/  10000 (91.26%), best:    9131/10000 (91.31%), error:      2974.90649, best error:      2972.14453 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 8.7796401978s, input_fired_time: 0.0015938161, output_fired_time: 0.0016537681, propagate_forward_time: 4.0454521179, propagate_backward_time: 3.5220623016, weight_update_time: 0.0496700853, other_time: 1.2088785172
epoch time: 1.3471643925s, input_fired_time: 0.0003838270, output_fired_time: 0.0000000000, propagate_forward_time: 1.0724558830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743246555
validation[          , genome   918] predictions:    9136/  10000 (91.36%), best:    9136/10000 (91.36%), error:      2968.87500, best error:      2968.87500 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 11.4114637375s, input_fired_time: 0.0019433686, output_fired_time: 0.0019908496, propagate_forward_time: 5.3816928864, propagate_backward_time: 4.4949288368, weight_update_time: 0.0640681162, other_time: 1.5309071541
epoch time: 1.3577210903s, input_fired_time: 0.0003860080, output_fired_time: 0.0000000000, propagate_forward_time: 1.0846102238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727248669
validation[          , genome   918] predictions:    9129/  10000 (91.29%), best:    9129/10000 (91.29%), error:      2968.68066, best error:      2968.68066 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 8.6289691925s, input_fired_time: 0.0015551446, output_fired_time: 0.0016403020, propagate_forward_time: 3.9751663208, propagate_backward_time: 3.4699575901, weight_update_time: 0.0487759411, other_time: 1.1806495190
epoch time: 0.9453227520s, input_fired_time: 0.0002954160, output_fired_time: 0.0000000000, propagate_forward_time: 0.7455845475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1994428039
validation[          , genome   918] predictions:    9139/  10000 (91.39%), best:    9139/10000 (91.39%), error:      2967.76782, best error:      2967.76782 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 7.9644041061s, input_fired_time: 0.0014915685, output_fired_time: 0.0015767976, propagate_forward_time: 3.6496691704, propagate_backward_time: 3.2111465931, weight_update_time: 0.0450483225, other_time: 1.1005198956
epoch time: 0.9413534403s, input_fired_time: 0.0003008039, output_fired_time: 0.0000000000, propagate_forward_time: 0.7420102954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1990423203
validation[          , genome   918] predictions:    9141/  10000 (91.41%), best:    9141/10000 (91.41%), error:      2959.32153, best error:      2959.32153 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 7.9572639465s, input_fired_time: 0.0015071183, output_fired_time: 0.0015613399, propagate_forward_time: 3.6288177967, propagate_backward_time: 3.2157123089, weight_update_time: 0.0454579107, other_time: 1.1096651554
epoch time: 0.9208724499s, input_fired_time: 0.0002921580, output_fired_time: 0.0000000000, propagate_forward_time: 0.7240145802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1965656877
validation[          , genome   918] predictions:    9137/  10000 (91.37%), best:    9141/10000 (91.41%), error:      2963.96948, best error:      2959.32153 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 7.7970170975s, input_fired_time: 0.0014745402, output_fired_time: 0.0015350389, propagate_forward_time: 3.5541028976, propagate_backward_time: 3.1560170650, weight_update_time: 0.0443155020, other_time: 1.0838878155
epoch time: 0.8988004923s, input_fired_time: 0.0002916509, output_fired_time: 0.0000000000, propagate_forward_time: 0.7065152526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1919935942
validation[          , genome   918] predictions:    9111/  10000 (91.11%), best:    9141/10000 (91.41%), error:      2963.64966, best error:      2959.32153 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 10.4990320206s, input_fired_time: 0.0018118640, output_fired_time: 0.0019051000, propagate_forward_time: 4.9196815491, propagate_backward_time: 4.1591525078, weight_update_time: 0.0590593405, other_time: 1.4164805412
epoch time: 0.9149067402s, input_fired_time: 0.0002867260, output_fired_time: 0.0000000000, propagate_forward_time: 0.7200430632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1945769787
validation[          , genome   918] predictions:    9133/  10000 (91.33%), best:    9141/10000 (91.41%), error:      2959.67700, best error:      2959.32153 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 10.5209836960s, input_fired_time: 0.0018313170, output_fired_time: 0.0018690827, propagate_forward_time: 4.9234490395, propagate_backward_time: 4.1707086563, weight_update_time: 0.0594504289, other_time: 1.4231257439
epoch time: 1.3546720743s, input_fired_time: 0.0003831380, output_fired_time: 0.0000000000, propagate_forward_time: 1.0808669329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734220028
validation[          , genome   918] predictions:    9131/  10000 (91.31%), best:    9131/10000 (91.31%), error:      2957.50293, best error:      2957.50293 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 8.3683252335s, input_fired_time: 0.0015562818, output_fired_time: 0.0016170492, propagate_forward_time: 3.8337249756, propagate_backward_time: 3.3745088577, weight_update_time: 0.0474146605, other_time: 1.1569175720
epoch time: 0.8647342920s, input_fired_time: 0.0002872899, output_fired_time: 0.0000000000, propagate_forward_time: 0.6778508425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1865961552
validation[          , genome   918] predictions:    9135/  10000 (91.35%), best:    9135/10000 (91.35%), error:      2955.98999, best error:      2955.98999 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 9.7353019714s, input_fired_time: 0.0017594341, output_fired_time: 0.0017735080, propagate_forward_time: 4.5273799896, propagate_backward_time: 3.8796005249, weight_update_time: 0.0549660549, other_time: 1.3247880936
epoch time: 0.8174319863s, input_fired_time: 0.0002683009, output_fired_time: 0.0000000000, propagate_forward_time: 0.6399859190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1771777868
validation[          , genome   918] predictions:    9125/  10000 (91.25%), best:    9135/10000 (91.35%), error:      2967.25928, best error:      2955.98999 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 9.2710342407s, input_fired_time: 0.0016528521, output_fired_time: 0.0017183567, propagate_forward_time: 4.2987594604, propagate_backward_time: 3.6989238262, weight_update_time: 0.0523733012, other_time: 1.2699797153
epoch time: 0.9407479167s, input_fired_time: 0.0002945410, output_fired_time: 0.0000000000, propagate_forward_time: 0.7392302155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2012231350
validation[          , genome   918] predictions:    9120/  10000 (91.20%), best:    9120/10000 (91.20%), error:      2955.79639, best error:      2955.79639 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 8.0062904358s, input_fired_time: 0.0014926725, output_fired_time: 0.0015365861, propagate_forward_time: 3.6596159935, propagate_backward_time: 3.2309927940, weight_update_time: 0.0453609154, other_time: 1.1126527786
epoch time: 0.9128817320s, input_fired_time: 0.0002944079, output_fired_time: 0.0000000000, propagate_forward_time: 0.7188719511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1937153935
validation[          , genome   918] predictions:    9139/  10000 (91.39%), best:    9120/10000 (91.20%), error:      2956.48486, best error:      2955.79639 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 7.9550766945s, input_fired_time: 0.0014965911, output_fired_time: 0.0015479568, propagate_forward_time: 3.6340260506, propagate_backward_time: 3.2124466896, weight_update_time: 0.0451060459, other_time: 1.1055593491
epoch time: 0.9300844669s, input_fired_time: 0.0003077509, output_fired_time: 0.0000000000, propagate_forward_time: 0.7322041392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1975725889
validation[          , genome   918] predictions:    9134/  10000 (91.34%), best:    9134/10000 (91.34%), error:      2954.92188, best error:      2954.92188 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 8.0972747803s, input_fired_time: 0.0015077151, output_fired_time: 0.0015545043, propagate_forward_time: 3.7068078518, propagate_backward_time: 3.2607109547, weight_update_time: 0.0458897427, other_time: 1.1266934872
epoch time: 0.9519152045s, input_fired_time: 0.0003015919, output_fired_time: 0.0000000000, propagate_forward_time: 0.7503968477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2012167573
validation[          , genome   918] predictions:    9124/  10000 (91.24%), best:    9124/10000 (91.24%), error:      2950.33813, best error:      2950.33813 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 7.9691925049s, input_fired_time: 0.0014932489, output_fired_time: 0.0015469486, propagate_forward_time: 3.6357812881, propagate_backward_time: 3.2260329723, weight_update_time: 0.0452476963, other_time: 1.1043379307
epoch time: 0.9209560752s, input_fired_time: 0.0002979169, output_fired_time: 0.0000000000, propagate_forward_time: 0.7244052887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1962528825
validation[          , genome   918] predictions:    9137/  10000 (91.37%), best:    9124/10000 (91.24%), error:      2951.75146, best error:      2950.33813 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 8.0056266785s, input_fired_time: 0.0014991520, output_fired_time: 0.0015390773, propagate_forward_time: 3.6664440632, propagate_backward_time: 3.2244992256, weight_update_time: 0.0453892536, other_time: 1.1116452217
epoch time: 0.9532220364s, input_fired_time: 0.0003033859, output_fired_time: 0.0000000000, propagate_forward_time: 0.7519341707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2009844780
validation[          , genome   918] predictions:    9141/  10000 (91.41%), best:    9141/10000 (91.41%), error:      2948.86279, best error:      2948.86279 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 8.0504188538s, input_fired_time: 0.0015174418, output_fired_time: 0.0015542278, propagate_forward_time: 3.6790368557, propagate_backward_time: 3.2495958805, weight_update_time: 0.0457654856, other_time: 1.1187140942
epoch time: 0.9575054646s, input_fired_time: 0.0003130879, output_fired_time: 0.0000000000, propagate_forward_time: 0.7544522882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2027400732
validation[          , genome   918] predictions:    9139/  10000 (91.39%), best:    9141/10000 (91.41%), error:      2957.94507, best error:      2948.86279 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 8.0289173126s, input_fired_time: 0.0014894931, output_fired_time: 0.0015707156, propagate_forward_time: 3.6687192917, propagate_backward_time: 3.2401807308, weight_update_time: 0.0457449667, other_time: 1.1169569492
epoch time: 0.9000372291s, input_fired_time: 0.0002952209, output_fired_time: 0.0000000000, propagate_forward_time: 0.7094704509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1902715564
validation[          , genome   918] predictions:    9145/  10000 (91.45%), best:    9145/10000 (91.45%), error:      2948.11206, best error:      2948.11206 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 10.0510091782s, input_fired_time: 0.0017596807, output_fired_time: 0.0018154427, propagate_forward_time: 4.6948442459, propagate_backward_time: 3.9928271770, weight_update_time: 0.0565247536, other_time: 1.3597624302
epoch time: 0.9056406617s, input_fired_time: 0.0002930379, output_fired_time: 0.0000000000, propagate_forward_time: 0.7122671604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1930804849
validation[          , genome   918] predictions:    9141/  10000 (91.41%), best:    9141/10000 (91.41%), error:      2945.51245, best error:      2945.51245 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 7.6518282890s, input_fired_time: 0.0014693995, output_fired_time: 0.0015024544, propagate_forward_time: 3.4811134338, propagate_backward_time: 3.0998263359, weight_update_time: 0.0434120893, other_time: 1.0679163933
epoch time: 0.8839338422s, input_fired_time: 0.0002884420, output_fired_time: 0.0000000000, propagate_forward_time: 0.6952884793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1883569360
validation[          , genome   918] predictions:    9152/  10000 (91.52%), best:    9141/10000 (91.41%), error:      2946.01367, best error:      2945.51245 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 7.7841777802s, input_fired_time: 0.0014791924, output_fired_time: 0.0015194921, propagate_forward_time: 3.5506119728, propagate_backward_time: 3.1469073296, weight_update_time: 0.0442277007, other_time: 1.0836596489
epoch time: 0.8723778725s, input_fired_time: 0.0002821710, output_fired_time: 0.0000000000, propagate_forward_time: 0.6855086684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1865870357
validation[          , genome   918] predictions:    9134/  10000 (91.34%), best:    9141/10000 (91.41%), error:      2952.80225, best error:      2945.51245 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 7.8328404427s, input_fired_time: 0.0014816391, output_fired_time: 0.0015346858, propagate_forward_time: 3.5752968788, propagate_backward_time: 3.1671211720, weight_update_time: 0.0444323123, other_time: 1.0874063969
epoch time: 0.8369537592s, input_fired_time: 0.0002822659, output_fired_time: 0.0000000000, propagate_forward_time: 0.6562268138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1804446578
validation[          , genome   918] predictions:    9143/  10000 (91.43%), best:    9141/10000 (91.41%), error:      2946.22729, best error:      2945.51245 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 7.8502316475s, input_fired_time: 0.0014786301, output_fired_time: 0.0015410855, propagate_forward_time: 3.5792949200, propagate_backward_time: 3.1789135933, weight_update_time: 0.0445328876, other_time: 1.0890030861
epoch time: 0.9395679235s, input_fired_time: 0.0003020629, output_fired_time: 0.0000000000, propagate_forward_time: 0.7391251326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2001407146
validation[          , genome   918] predictions:    9144/  10000 (91.44%), best:    9141/10000 (91.41%), error:      2946.64844, best error:      2945.51245 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 7.9507093430s, input_fired_time: 0.0015059847, output_fired_time: 0.0015549005, propagate_forward_time: 3.6366648674, propagate_backward_time: 3.2056384087, weight_update_time: 0.0451358333, other_time: 1.1053452492
epoch time: 0.9415515661s, input_fired_time: 0.0003023699, output_fired_time: 0.0000000000, propagate_forward_time: 0.7416764498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1995727420
validation[          , genome   918] predictions:    9141/  10000 (91.41%), best:    9141/10000 (91.41%), error:      2945.38599, best error:      2945.38599 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 7.9502272606s, input_fired_time: 0.0014979794, output_fired_time: 0.0015448137, propagate_forward_time: 3.6286661625, propagate_backward_time: 3.2180159092, weight_update_time: 0.0451067500, other_time: 1.1005027294
epoch time: 0.8730480075s, input_fired_time: 0.0002886789, output_fired_time: 0.0000000000, propagate_forward_time: 0.6858249307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1869344115
validation[          , genome   918] predictions:    9139/  10000 (91.39%), best:    9141/10000 (91.41%), error:      2947.97192, best error:      2945.38599 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 7.9117822647s, input_fired_time: 0.0014904648, output_fired_time: 0.0015575403, propagate_forward_time: 3.6168918610, propagate_backward_time: 3.2013757229, weight_update_time: 0.0445413329, other_time: 1.0904667377
epoch time: 0.9582780600s, input_fired_time: 0.0003064259, output_fired_time: 0.0000000000, propagate_forward_time: 0.7571804523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2007911801
validation[          , genome   918] predictions:    9137/  10000 (91.37%), best:    9141/10000 (91.41%), error:      2947.27783, best error:      2945.38599 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 7.9121479988s, input_fired_time: 0.0014859822, output_fired_time: 0.0015358154, propagate_forward_time: 3.6204228401, propagate_backward_time: 3.1904070377, weight_update_time: 0.0451082140, other_time: 1.0982964039
epoch time: 0.8618016243s, input_fired_time: 0.0002819930, output_fired_time: 0.0000000000, propagate_forward_time: 0.6766812801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1848383546
validation[          , genome   918] predictions:    9139/  10000 (91.39%), best:    9141/10000 (91.41%), error:      2949.28369, best error:      2945.38599 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 10.6613864899s, input_fired_time: 0.0018331956, output_fired_time: 0.0018992474, propagate_forward_time: 4.9987783432, propagate_backward_time: 4.2193989754, weight_update_time: 0.0599071756, other_time: 1.4394764900
epoch time: 0.8942279220s, input_fired_time: 0.0002840600, output_fired_time: 0.0000000000, propagate_forward_time: 0.7022861242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1916577220
validation[          , genome   918] predictions:    9138/  10000 (91.38%), best:    9141/10000 (91.41%), error:      2946.42554, best error:      2945.38599 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 8.6988964081s, input_fired_time: 0.0016273860, output_fired_time: 0.0016395893, propagate_forward_time: 4.0125155449, propagate_backward_time: 3.4905078411, weight_update_time: 0.0490956269, other_time: 1.1926066875
epoch time: 0.8556827307s, input_fired_time: 0.0002806969, output_fired_time: 0.0000000000, propagate_forward_time: 0.6727506518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1826514006
validation[          , genome   918] predictions:    9137/  10000 (91.37%), best:    9141/10000 (91.41%), error:      2952.27563, best error:      2945.38599 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 10.2216281891s, input_fired_time: 0.0017992037, output_fired_time: 0.0018419349, propagate_forward_time: 4.7804527283, propagate_backward_time: 4.0556831360, weight_update_time: 0.0577450320, other_time: 1.3818511963
epoch time: 1.3408643007s, input_fired_time: 0.0003835590, output_fired_time: 0.0000000000, propagate_forward_time: 1.0660368204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744438648
validation[          , genome   918] predictions:    9144/  10000 (91.44%), best:    9144/10000 (91.44%), error:      2944.03711, best error:      2944.03711 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 11.1293983459s, input_fired_time: 0.0018937391, output_fired_time: 0.0019741489, propagate_forward_time: 5.2393622398, propagate_backward_time: 4.3911671638, weight_update_time: 0.0624298602, other_time: 1.4950008392
epoch time: 1.3479584455s, input_fired_time: 0.0003819350, output_fired_time: 0.0000000000, propagate_forward_time: 1.0724099874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751665115
validation[          , genome   918] predictions:    9137/  10000 (91.37%), best:    9137/10000 (91.37%), error:      2942.86328, best error:      2942.86328 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 11.3946695328s, input_fired_time: 0.0019326521, output_fired_time: 0.0019879730, propagate_forward_time: 5.3713440895, propagate_backward_time: 4.4932084084, weight_update_time: 0.0641071051, other_time: 1.5261955261
epoch time: 1.3510020971s, input_fired_time: 0.0003852491, output_fired_time: 0.0000000000, propagate_forward_time: 1.0758031607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748136520
validation[          , genome   918] predictions:    9145/  10000 (91.45%), best:    9145/10000 (91.45%), error:      2942.62915, best error:      2942.62915 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 10.9248313904s, input_fired_time: 0.0018732047, output_fired_time: 0.0019234678, propagate_forward_time: 5.1323537827, propagate_backward_time: 4.3145313263, weight_update_time: 0.0614009835, other_time: 1.4741497040
epoch time: 0.9388743639s, input_fired_time: 0.0002986650, output_fired_time: 0.0000000000, propagate_forward_time: 0.7394165397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1991591454
validation[          , genome   918] predictions:    9145/  10000 (91.45%), best:    9145/10000 (91.45%), error:      2945.74805, best error:      2942.62915 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 8.0929565430s, input_fired_time: 0.0015318561, output_fired_time: 0.0015428584, propagate_forward_time: 3.7097382545, propagate_backward_time: 3.2603394985, weight_update_time: 0.0459349304, other_time: 1.1198041439
epoch time: 0.9418888688s, input_fired_time: 0.0003111319, output_fired_time: 0.0000000000, propagate_forward_time: 0.7417567968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1998209357
validation[          , genome   918] predictions:    9154/  10000 (91.54%), best:    9145/10000 (91.45%), error:      2944.66528, best error:      2942.62915 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 7.9585380554s, input_fired_time: 0.0014965978, output_fired_time: 0.0015404852, propagate_forward_time: 3.6217596531, propagate_backward_time: 3.2278115749, weight_update_time: 0.0454539210, other_time: 1.1059296131
epoch time: 0.9023941755s, input_fired_time: 0.0002956299, output_fired_time: 0.0000000000, propagate_forward_time: 0.7094240189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1926745176
validation[          , genome   918] predictions:    9148/  10000 (91.48%), best:    9145/10000 (91.45%), error:      2942.82349, best error:      2942.62915 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 8.0797243118s, input_fired_time: 0.0015096990, output_fired_time: 0.0015681982, propagate_forward_time: 3.6774771214, propagate_backward_time: 3.2699861526, weight_update_time: 0.0463336334, other_time: 1.1291837692
epoch time: 0.9274391532s, input_fired_time: 0.0002978949, output_fired_time: 0.0000000000, propagate_forward_time: 0.7306863666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1964548826
validation[          , genome   918] predictions:    9138/  10000 (91.38%), best:    9145/10000 (91.45%), error:      2943.38281, best error:      2942.62915 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 10.1292600632s, input_fired_time: 0.0017753897, output_fired_time: 0.0018187703, propagate_forward_time: 4.7246665955, propagate_backward_time: 4.0282096863, weight_update_time: 0.0569579899, other_time: 1.3727893829
epoch time: 1.3517816067s, input_fired_time: 0.0003954410, output_fired_time: 0.0000000000, propagate_forward_time: 1.0750772953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763088942
validation[          , genome   918] predictions:    9143/  10000 (91.43%), best:    9145/10000 (91.45%), error:      2945.74658, best error:      2942.62915 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 10.7638835907s, input_fired_time: 0.0018745410, output_fired_time: 0.0019048975, propagate_forward_time: 5.0580644608, propagate_backward_time: 4.2562551498, weight_update_time: 0.0604538918, other_time: 1.4457845688
epoch time: 1.3236728907s, input_fired_time: 0.0003789870, output_fired_time: 0.0000000000, propagate_forward_time: 1.0556154251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676784992
validation[          , genome   918] predictions:    9139/  10000 (91.39%), best:    9139/10000 (91.39%), error:      2942.11084, best error:      2942.11084 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 11.4006061554s, input_fired_time: 0.0019409601, output_fired_time: 0.0019872359, propagate_forward_time: 5.3728532791, propagate_backward_time: 4.4930944443, weight_update_time: 0.0641972125, other_time: 1.5307302475
epoch time: 1.2516950369s, input_fired_time: 0.0003739041, output_fired_time: 0.0000000000, propagate_forward_time: 0.9946342707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566868067
validation[          , genome   918] predictions:    9153/  10000 (91.53%), best:    9139/10000 (91.39%), error:      2942.35645, best error:      2942.11084 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 7.9739727974s, input_fired_time: 0.0014762196, output_fired_time: 0.0015469269, propagate_forward_time: 3.6422417164, propagate_backward_time: 3.2280397415, weight_update_time: 0.0452097505, other_time: 1.1006679535
epoch time: 0.9342818260s, input_fired_time: 0.0002975309, output_fired_time: 0.0000000000, propagate_forward_time: 0.7366066575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1973776221
validation[          , genome   918] predictions:    9154/  10000 (91.54%), best:    9154/10000 (91.54%), error:      2941.27905, best error:      2941.27905 on epoch:   100, 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: 4.5968437195s, input_fired_time: 0.0014639816, output_fired_time: 0.0000000000, propagate_forward_time: 3.5727767944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0226030350
best training[          , genome   918] predictions:   46439/  50000 (92.88%), best:    9154/10000 (91.54%), error:     12940.36719, best error:      2941.27905 on epoch:   100, 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: 1.2347577810s, input_fired_time: 0.0003549410, output_fired_time: 0.0000000000, propagate_forward_time: 0.9591014981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753013968
   testing[          , genome   918] predictions:    9229/  10000 (92.29%), best:    9154/10000 (91.54%), error:      2721.66113, best error:      2941.27905 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:23:53 (35066): called boinc_finish(0)

</stderr_txt>
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