Nameexact_genome_1512568488_43_6479_0
Workunit2603665
Created7 Dec 2017, 20:02:42 UTC
Sent7 Dec 2017, 20:09:25 UTC
Report deadline18 Dec 2017, 4:10:47 UTC
Received8 Dec 2017, 13:37:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time6 hours 5 min 44 sec
CPU time5 hours 58 min 55 sec
Validate stateValid
Credit2,583.57
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.77 MB
Peak swap size153.04 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
41s, input_fired_time: 0.2006413937, output_fired_time: 0.0000000000, propagate_forward_time: 15.0251293182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5855751038
validation[          , genome  6479] predictions:    9647/  10000 (96.47%), best:    9698/10000 (96.98%), error:      1110.73193, best error:      1005.40314 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 199.5298309326s, input_fired_time: 1.8949131966, output_fired_time: 1.2023457289, propagate_forward_time: 75.0345687866, propagate_backward_time: 113.1675491333, weight_update_time: 0.1699904203, other_time: 8.2304534912
epoch time: 16.7788677216s, input_fired_time: 0.2051016241, output_fired_time: 0.0000000000, propagate_forward_time: 14.9267015457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6470651627
validation[          , genome  6479] predictions:    9669/  10000 (96.69%), best:    9698/10000 (96.98%), error:      1020.79736, best error:      1005.40314 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 199.1673583984s, input_fired_time: 1.8537213802, output_fired_time: 1.1989709139, propagate_forward_time: 74.5879821777, propagate_backward_time: 113.2259140015, weight_update_time: 0.1680434942, other_time: 8.3007736206
epoch time: 16.8940505981s, input_fired_time: 0.1954953223, output_fired_time: 0.0000000000, propagate_forward_time: 15.0793027878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6192522049
validation[          , genome  6479] predictions:    9679/  10000 (96.79%), best:    9698/10000 (96.98%), error:      1083.14478, best error:      1005.40314 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 199.0201263428s, input_fired_time: 1.8177700043, output_fired_time: 1.1893665791, propagate_forward_time: 74.6193847656, propagate_backward_time: 113.1855621338, weight_update_time: 0.1705388874, other_time: 8.2080535889
epoch time: 16.5968360901s, input_fired_time: 0.1954927891, output_fired_time: 0.0000000000, propagate_forward_time: 14.8394031525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5619392395
validation[          , genome  6479] predictions:    9684/  10000 (96.84%), best:    9698/10000 (96.98%), error:      1074.84058, best error:      1005.40314 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 198.0242156982s, input_fired_time: 1.8355984688, output_fired_time: 1.1998125315, propagate_forward_time: 74.1376419067, propagate_backward_time: 112.5432205200, weight_update_time: 0.1677107662, other_time: 8.3079376221
epoch time: 16.8662223816s, input_fired_time: 0.2065383792, output_fired_time: 0.0000000000, propagate_forward_time: 15.0885868073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5710964203
validation[          , genome  6479] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1004.09125, best error:      1004.09125 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 197.7760620117s, input_fired_time: 1.8190357685, output_fired_time: 1.1685903072, propagate_forward_time: 73.8521194458, propagate_backward_time: 112.6508178711, weight_update_time: 0.1670116484, other_time: 8.2854995728
epoch time: 16.5927352905s, input_fired_time: 0.2053991109, output_fired_time: 0.0000000000, propagate_forward_time: 14.8067274094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5806093216
validation[          , genome  6479] predictions:    9685/  10000 (96.85%), best:    9704/10000 (97.04%), error:      1034.48389, best error:      1004.09125 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 199.3992614746s, input_fired_time: 1.8448855877, output_fired_time: 1.1893417835, propagate_forward_time: 74.6103134155, propagate_backward_time: 113.4971160889, weight_update_time: 0.1683136225, other_time: 8.2576065063
epoch time: 16.4843254089s, input_fired_time: 0.1933853328, output_fired_time: 0.0000000000, propagate_forward_time: 14.7217931747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5691461563
validation[          , genome  6479] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       969.59698, best error:       969.59698 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 199.1015472412s, input_fired_time: 1.8245311975, output_fired_time: 1.1855483055, propagate_forward_time: 74.7173233032, propagate_backward_time: 113.1767959595, weight_update_time: 0.1672922671, other_time: 8.1973571777
epoch time: 16.6066837311s, input_fired_time: 0.1967645735, output_fired_time: 0.0000000000, propagate_forward_time: 14.8373804092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5725393295
validation[          , genome  6479] predictions:    9704/  10000 (97.04%), best:    9712/10000 (97.12%), error:       996.58264, best error:       969.59698 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 198.5774536133s, input_fired_time: 1.8012440205, output_fired_time: 1.2180718184, propagate_forward_time: 74.3889083862, propagate_backward_time: 112.9370269775, weight_update_time: 0.1676074117, other_time: 8.2322006226
epoch time: 16.7092571259s, input_fired_time: 0.1987908483, output_fired_time: 0.0000000000, propagate_forward_time: 14.9162120819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5942535400
validation[          , genome  6479] predictions:    9697/  10000 (96.97%), best:    9712/10000 (97.12%), error:       976.59369, best error:       969.59698 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 199.0796051025s, input_fired_time: 1.8472976685, output_fired_time: 1.1957963705, propagate_forward_time: 74.3822174072, propagate_backward_time: 113.3194580078, weight_update_time: 0.1688120812, other_time: 8.3348236084
epoch time: 16.6227474213s, input_fired_time: 0.1993395388, output_fired_time: 0.0000000000, propagate_forward_time: 14.8247547150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5986537933
validation[          , genome  6479] predictions:    9693/  10000 (96.93%), best:    9712/10000 (97.12%), error:      1044.75671, best error:       969.59698 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 199.3744049072s, input_fired_time: 1.8216485977, output_fired_time: 1.2037303448, propagate_forward_time: 74.6735687256, propagate_backward_time: 113.4239730835, weight_update_time: 0.1681739837, other_time: 8.2514724731
epoch time: 16.6968212128s, input_fired_time: 0.1961408406, output_fired_time: 0.0000000000, propagate_forward_time: 14.9164600372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5842208862
validation[          , genome  6479] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       932.31586, best error:       932.31586 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 198.3546752930s, input_fired_time: 1.8124246597, output_fired_time: 1.2195507288, propagate_forward_time: 74.1866607666, propagate_backward_time: 112.8729324341, weight_update_time: 0.1997314543, other_time: 8.2631149292
epoch time: 16.6792068481s, input_fired_time: 0.1954257041, output_fired_time: 0.0000000000, propagate_forward_time: 14.8955821991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5881996155
validation[          , genome  6479] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       948.87756, best error:       932.31586 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 201.0466156006s, input_fired_time: 1.9702010155, output_fired_time: 1.1962262392, propagate_forward_time: 75.7457351685, propagate_backward_time: 113.8179321289, weight_update_time: 0.1727785319, other_time: 8.3165206909
epoch time: 16.6777515411s, input_fired_time: 0.1952731907, output_fired_time: 0.0000000000, propagate_forward_time: 14.9015970230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5808820724
validation[          , genome  6479] predictions:    9665/  10000 (96.65%), best:    9717/10000 (97.17%), error:      1128.04785, best error:       932.31586 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 198.8550872803s, input_fired_time: 1.9690655470, output_fired_time: 1.2135426998, propagate_forward_time: 74.1038970947, propagate_backward_time: 113.3329162598, weight_update_time: 0.1809253395, other_time: 8.2356567383
epoch time: 16.8535747528s, input_fired_time: 0.1948304325, output_fired_time: 0.0000000000, propagate_forward_time: 15.0278015137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6309432983
validation[          , genome  6479] predictions:    9656/  10000 (96.56%), best:    9717/10000 (97.17%), error:      1099.18469, best error:       932.31586 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 198.3614349365s, input_fired_time: 1.8153623343, output_fired_time: 1.1860688925, propagate_forward_time: 74.2117080688, propagate_backward_time: 112.9721298218, weight_update_time: 0.1696384996, other_time: 8.1761627197
epoch time: 16.8085250854s, input_fired_time: 0.1964686215, output_fired_time: 0.0000000000, propagate_forward_time: 15.0231399536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5889167786
validation[          , genome  6479] predictions:    9677/  10000 (96.77%), best:    9717/10000 (97.17%), error:      1118.12085, best error:       932.31586 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 199.6094055176s, input_fired_time: 1.8343031406, output_fired_time: 1.1891942024, propagate_forward_time: 74.9577636719, propagate_backward_time: 113.4195556641, weight_update_time: 0.1706559658, other_time: 8.2085876465
epoch time: 16.7947959900s, input_fired_time: 0.1993910521, output_fired_time: 0.0000000000, propagate_forward_time: 14.9936523438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6017532349
validation[          , genome  6479] predictions:    9711/  10000 (97.11%), best:    9717/10000 (97.17%), error:       947.05145, best error:       932.31586 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 198.3178253174s, input_fired_time: 1.8578178883, output_fired_time: 1.1956404448, propagate_forward_time: 74.0601577759, propagate_backward_time: 112.9469909668, weight_update_time: 0.1681223214, other_time: 8.2572250366
epoch time: 16.3687419891s, input_fired_time: 0.1970965713, output_fired_time: 0.0000000000, propagate_forward_time: 14.5993747711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5722713470
validation[          , genome  6479] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       921.32428, best error:       921.32428 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 199.0923309326s, input_fired_time: 1.8505177498, output_fired_time: 1.2240402699, propagate_forward_time: 74.5967330933, propagate_backward_time: 113.1775588989, weight_update_time: 0.1684454083, other_time: 8.2434692383
epoch time: 16.6500587463s, input_fired_time: 0.1966655403, output_fired_time: 0.0000000000, propagate_forward_time: 14.8812818527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5721120834
validation[          , genome  6479] predictions:    9686/  10000 (96.86%), best:    9719/10000 (97.19%), error:      1037.72375, best error:       921.32428 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 198.1014099121s, input_fired_time: 1.8225106001, output_fired_time: 1.1805180311, propagate_forward_time: 73.8615112305, propagate_backward_time: 112.9676361084, weight_update_time: 0.1681265682, other_time: 8.2692413330
epoch time: 16.9109382629s, input_fired_time: 0.2007206231, output_fired_time: 0.0000000000, propagate_forward_time: 15.1338329315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5763854980
validation[          , genome  6479] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       848.10822, best error:       848.10822 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 198.6331787109s, input_fired_time: 1.8468070030, output_fired_time: 1.2093883753, propagate_forward_time: 74.4015197754, propagate_backward_time: 112.8416366577, weight_update_time: 0.1676233560, other_time: 8.3338394165
epoch time: 16.9039154053s, input_fired_time: 0.2031739801, output_fired_time: 0.0000000000, propagate_forward_time: 15.0877161026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6130247116
validation[          , genome  6479] predictions:    9737/  10000 (97.37%), best:    9753/10000 (97.53%), error:       937.78973, best error:       848.10822 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 198.7468261719s, input_fired_time: 1.8865507841, output_fired_time: 1.1996176243, propagate_forward_time: 74.3986740112, propagate_backward_time: 113.0470504761, weight_update_time: 0.1756808758, other_time: 8.2149353027
epoch time: 16.6557884216s, input_fired_time: 0.1977823377, output_fired_time: 0.0000000000, propagate_forward_time: 14.8136367798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6443691254
validation[          , genome  6479] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       948.70007, best error:       848.10822 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 198.3294525146s, input_fired_time: 1.9222021103, output_fired_time: 1.1746801138, propagate_forward_time: 74.8295745850, propagate_backward_time: 112.1951370239, weight_update_time: 0.1676552147, other_time: 8.2078628540
epoch time: 16.6675453186s, input_fired_time: 0.1974731684, output_fired_time: 0.0000000000, propagate_forward_time: 14.8572731018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6127986908
validation[          , genome  6479] predictions:    9739/  10000 (97.39%), best:    9753/10000 (97.53%), error:       875.71448, best error:       848.10822 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 198.9217987061s, input_fired_time: 1.8561295271, output_fired_time: 1.2089192867, propagate_forward_time: 74.4542541504, propagate_backward_time: 113.1976547241, weight_update_time: 0.1722422838, other_time: 8.2048416138
epoch time: 16.5930099487s, input_fired_time: 0.2113181502, output_fired_time: 0.0000000000, propagate_forward_time: 14.7997264862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5819644928
validation[          , genome  6479] predictions:    9708/  10000 (97.08%), best:    9753/10000 (97.53%), error:       978.91565, best error:       848.10822 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 199.2368621826s, input_fired_time: 1.8815058470, output_fired_time: 1.2266054153, propagate_forward_time: 74.5841598511, propagate_backward_time: 113.3078231812, weight_update_time: 0.1691759378, other_time: 8.2367706299
epoch time: 16.6778030396s, input_fired_time: 0.1997397542, output_fired_time: 0.0000000000, propagate_forward_time: 14.8684787750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6095848083
validation[          , genome  6479] predictions:    9685/  10000 (96.85%), best:    9753/10000 (97.53%), error:      1015.21918, best error:       848.10822 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 199.3559875488s, input_fired_time: 1.8441402912, output_fired_time: 1.1844856739, propagate_forward_time: 74.6247558594, propagate_backward_time: 113.4419021606, weight_update_time: 0.1687064916, other_time: 8.2607040405
epoch time: 16.5719509125s, input_fired_time: 0.1972098351, output_fired_time: 0.0000000000, propagate_forward_time: 14.7814140320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5933265686
validation[          , genome  6479] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       804.65839, best error:       804.65839 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 199.5465393066s, input_fired_time: 1.8699079752, output_fired_time: 1.1863577366, propagate_forward_time: 74.7980422974, propagate_backward_time: 113.4139862061, weight_update_time: 0.1691791117, other_time: 8.2782516479
epoch time: 16.7062397003s, input_fired_time: 0.2020360827, output_fired_time: 0.0000000000, propagate_forward_time: 14.9400167465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5641870499
validation[          , genome  6479] predictions:    9721/  10000 (97.21%), best:    9770/10000 (97.70%), error:       924.14569, best error:       804.65839 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 199.9290618896s, input_fired_time: 1.9263557196, output_fired_time: 1.1909396648, propagate_forward_time: 74.4876022339, propagate_backward_time: 113.9890823364, weight_update_time: 0.1692185551, other_time: 8.3350830078
epoch time: 16.8608894348s, input_fired_time: 0.2032006234, output_fired_time: 0.0000000000, propagate_forward_time: 15.0507745743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6069135666
validation[          , genome  6479] predictions:    9739/  10000 (97.39%), best:    9770/10000 (97.70%), error:       921.99194, best error:       804.65839 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 199.3432922363s, input_fired_time: 1.8513444662, output_fired_time: 1.1973432302, propagate_forward_time: 74.5783233643, propagate_backward_time: 113.4778671265, weight_update_time: 0.1724610478, other_time: 8.2384109497
epoch time: 16.6178569794s, input_fired_time: 0.2018332481, output_fired_time: 0.0000000000, propagate_forward_time: 14.8521900177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5638332367
validation[          , genome  6479] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       874.32684, best error:       804.65839 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 199.9572906494s, input_fired_time: 1.8588975668, output_fired_time: 1.3339798450, propagate_forward_time: 74.6396560669, propagate_backward_time: 113.8853988647, weight_update_time: 0.1688971519, other_time: 8.2393493652
epoch time: 16.6100635529s, input_fired_time: 0.2042666078, output_fired_time: 0.0000000000, propagate_forward_time: 14.8358573914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5699386597
validation[          , genome  6479] predictions:    9696/  10000 (96.96%), best:    9770/10000 (97.70%), error:      1033.03101, best error:       804.65839 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 200.0838928223s, input_fired_time: 1.8774223328, output_fired_time: 1.1933594942, propagate_forward_time: 74.8915863037, propagate_backward_time: 113.9362716675, weight_update_time: 0.1696944684, other_time: 8.1852493286
epoch time: 16.7690143585s, input_fired_time: 0.2015932649, output_fired_time: 0.0000000000, propagate_forward_time: 14.9899559021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5774650574
validation[          , genome  6479] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       833.08813, best error:       804.65839 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 199.4749908447s, input_fired_time: 1.8926147223, output_fired_time: 1.2608362436, propagate_forward_time: 74.8541717529, propagate_backward_time: 113.1163024902, weight_update_time: 0.1690100878, other_time: 8.3510742188
epoch time: 17.0001449585s, input_fired_time: 0.2061183006, output_fired_time: 0.0000000000, propagate_forward_time: 15.2111501694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5828771591
validation[          , genome  6479] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       835.40308, best error:       804.65839 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 199.1281890869s, input_fired_time: 1.8568024635, output_fired_time: 1.1982986927, propagate_forward_time: 74.5692672729, propagate_backward_time: 113.2529067993, weight_update_time: 0.1680962145, other_time: 8.2509155273
epoch time: 16.5470523834s, input_fired_time: 0.2036926299, output_fired_time: 0.0000000000, propagate_forward_time: 14.7851114273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5582475662
validation[          , genome  6479] predictions:    9752/  10000 (97.52%), best:    9770/10000 (97.70%), error:       804.88977, best error:       804.65839 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 201.3256225586s, input_fired_time: 1.8506267071, output_fired_time: 1.2214117050, propagate_forward_time: 75.2708358765, propagate_backward_time: 114.6395034790, weight_update_time: 0.1758996993, other_time: 8.3432464600
epoch time: 16.6285476685s, input_fired_time: 0.2069934011, output_fired_time: 0.0000000000, propagate_forward_time: 14.8535127640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5680418015
validation[          , genome  6479] predictions:    9718/  10000 (97.18%), best:    9770/10000 (97.70%), error:       937.89600, best error:       804.65839 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 199.8287506104s, input_fired_time: 1.8674017191, output_fired_time: 1.2430130243, propagate_forward_time: 74.7354125977, propagate_backward_time: 113.5723190308, weight_update_time: 0.1683644950, other_time: 8.4106063843
epoch time: 16.7698478699s, input_fired_time: 0.2097543031, output_fired_time: 0.0000000000, propagate_forward_time: 14.9673557281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5927371979
validation[          , genome  6479] predictions:    9756/  10000 (97.56%), best:    9770/10000 (97.70%), error:       842.75397, best error:       804.65839 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 199.3799438477s, input_fired_time: 1.9056375027, output_fired_time: 1.2012593746, propagate_forward_time: 75.0777282715, propagate_backward_time: 113.0169525146, weight_update_time: 0.1684507430, other_time: 8.1783599854
epoch time: 16.6162242889s, input_fired_time: 0.2025251836, output_fired_time: 0.0000000000, propagate_forward_time: 14.8120574951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6016407013
validation[          , genome  6479] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       867.20990, best error:       804.65839 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 199.6822509766s, input_fired_time: 1.8540890217, output_fired_time: 1.2023916245, propagate_forward_time: 74.7158050537, propagate_backward_time: 113.5951614380, weight_update_time: 0.1774516702, other_time: 8.3147964478
epoch time: 17.0739917755s, input_fired_time: 0.2161535323, output_fired_time: 0.0000000000, propagate_forward_time: 15.2228994370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6349382401
validation[          , genome  6479] predictions:    9692/  10000 (96.92%), best:    9770/10000 (97.70%), error:      1034.55994, best error:       804.65839 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 199.7403106689s, input_fired_time: 1.8833551407, output_fired_time: 1.2259587049, propagate_forward_time: 74.8006896973, propagate_backward_time: 113.5040740967, weight_update_time: 0.1685788184, other_time: 8.3262329102
epoch time: 16.5816993713s, input_fired_time: 0.2030660212, output_fired_time: 0.0000000000, propagate_forward_time: 14.7932300568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5854034424
validation[          , genome  6479] predictions:    9747/  10000 (97.47%), best:    9770/10000 (97.70%), error:       877.09570, best error:       804.65839 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 199.4610290527s, input_fired_time: 1.9068356752, output_fired_time: 1.2116926908, propagate_forward_time: 74.5727157593, propagate_backward_time: 113.5376052856, weight_update_time: 0.1691202521, other_time: 8.2321929932
epoch time: 16.5871543884s, input_fired_time: 0.2027415484, output_fired_time: 0.0000000000, propagate_forward_time: 14.8243551254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5600576401
validation[          , genome  6479] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       865.28601, best error:       804.65839 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 199.9054565430s, input_fired_time: 1.8495705128, output_fired_time: 1.2280259132, propagate_forward_time: 74.7931365967, propagate_backward_time: 113.8025817871, weight_update_time: 0.1694840789, other_time: 8.2321472168
epoch time: 16.6980094910s, input_fired_time: 0.2035787255, output_fired_time: 0.0000000000, propagate_forward_time: 14.9189748764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5754556656
validation[          , genome  6479] predictions:    9730/  10000 (97.30%), best:    9770/10000 (97.70%), error:       898.76056, best error:       804.65839 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 199.1763153076s, input_fired_time: 1.8673619032, output_fired_time: 1.1908414364, propagate_forward_time: 74.3839797974, propagate_backward_time: 113.4744796753, weight_update_time: 0.1685664058, other_time: 8.2596588135
epoch time: 16.8071918488s, input_fired_time: 0.2047581226, output_fired_time: 0.0000000000, propagate_forward_time: 15.0014877319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6009464264
validation[          , genome  6479] predictions:    9748/  10000 (97.48%), best:    9770/10000 (97.70%), error:       829.20306, best error:       804.65839 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 199.4007720947s, input_fired_time: 1.8525480032, output_fired_time: 1.1898930073, propagate_forward_time: 74.7349166870, propagate_backward_time: 113.3863067627, weight_update_time: 0.1688493043, other_time: 8.2370986938
epoch time: 16.7534046173s, input_fired_time: 0.2043611109, output_fired_time: 0.0000000000, propagate_forward_time: 14.9817857742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5672578812
validation[          , genome  6479] predictions:    9708/  10000 (97.08%), best:    9770/10000 (97.70%), error:       996.88208, best error:       804.65839 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 199.4660339355s, input_fired_time: 1.8859107494, output_fired_time: 1.2014667988, propagate_forward_time: 74.8287582397, propagate_backward_time: 113.1826477051, weight_update_time: 0.1688337475, other_time: 8.3672561646
epoch time: 16.6044559479s, input_fired_time: 0.2083799541, output_fired_time: 0.0000000000, propagate_forward_time: 14.7794895172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6165866852
validation[          , genome  6479] predictions:    9756/  10000 (97.56%), best:    9770/10000 (97.70%), error:       858.02625, best error:       804.65839 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 200.1157073975s, input_fired_time: 1.8825414181, output_fired_time: 1.1988902092, propagate_forward_time: 74.7964096069, propagate_backward_time: 113.9792022705, weight_update_time: 0.1693381369, other_time: 8.2586746216
epoch time: 16.8315143585s, input_fired_time: 0.2070255131, output_fired_time: 0.0000000000, propagate_forward_time: 15.0342502594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5902385712
validation[          , genome  6479] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       869.35315, best error:       804.65839 on epoch:    38, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 199.7684936523s, input_fired_time: 1.9026836157, output_fired_time: 1.1936767101, propagate_forward_time: 75.0491027832, propagate_backward_time: 113.4325866699, weight_update_time: 0.1712513417, other_time: 8.1904449463
epoch time: 16.9167118073s, input_fired_time: 0.2135177255, output_fired_time: 0.0000000000, propagate_forward_time: 15.1060371399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5971565247
validation[          , genome  6479] predictions:    9668/  10000 (96.68%), best:    9770/10000 (97.70%), error:      1103.58789, best error:       804.65839 on epoch:    38, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 199.6748809814s, input_fired_time: 1.8963748217, output_fired_time: 1.2006740570, propagate_forward_time: 74.8270339966, propagate_backward_time: 113.5314102173, weight_update_time: 0.1693935692, other_time: 8.2193908691
epoch time: 16.7268276215s, input_fired_time: 0.2046495527, output_fired_time: 0.0000000000, propagate_forward_time: 14.9532308578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5689477921
validation[          , genome  6479] predictions:    9768/  10000 (97.68%), best:    9770/10000 (97.70%), error:       860.07715, best error:       804.65839 on epoch:    38, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 200.3299407959s, input_fired_time: 1.9774805307, output_fired_time: 1.2110234499, propagate_forward_time: 74.8196868896, propagate_backward_time: 113.9074935913, weight_update_time: 0.1795793921, other_time: 8.4142532349
epoch time: 16.7372798920s, input_fired_time: 0.2101738304, output_fired_time: 0.0000000000, propagate_forward_time: 14.9446439743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5824613571
validation[          , genome  6479] predictions:    9741/  10000 (97.41%), best:    9770/10000 (97.70%), error:       851.02808, best error:       804.65839 on epoch:    38, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 199.2633056641s, input_fired_time: 1.8503447771, output_fired_time: 1.1962393522, propagate_forward_time: 74.4520492554, propagate_backward_time: 113.4084701538, weight_update_time: 0.1733188182, other_time: 8.3562011719
epoch time: 16.7495136261s, input_fired_time: 0.2057899833, output_fired_time: 0.0000000000, propagate_forward_time: 14.9413185120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6024055481
validation[          , genome  6479] predictions:    9766/  10000 (97.66%), best:    9770/10000 (97.70%), error:       831.95593, best error:       804.65839 on epoch:    38, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 199.0165252686s, input_fired_time: 1.8830403090, output_fired_time: 1.2628033161, propagate_forward_time: 74.3669433594, propagate_backward_time: 113.3305969238, weight_update_time: 0.1692215204, other_time: 8.1731414795
epoch time: 16.8470611572s, input_fired_time: 0.2109975368, output_fired_time: 0.0000000000, propagate_forward_time: 15.0700025558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5660619736
validation[          , genome  6479] predictions:    9702/  10000 (97.02%), best:    9770/10000 (97.70%), error:       975.70557, best error:       804.65839 on epoch:    38, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 199.8448486328s, input_fired_time: 1.9076964855, output_fired_time: 1.1973612309, propagate_forward_time: 74.6655578613, propagate_backward_time: 113.7996978760, weight_update_time: 0.1697678268, other_time: 8.2745361328
epoch time: 16.7933673859s, input_fired_time: 0.2141402513, output_fired_time: 0.0000000000, propagate_forward_time: 15.0171022415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5621252060
validation[          , genome  6479] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       893.99158, best error:       804.65839 on epoch:    38, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 198.4604797363s, input_fired_time: 1.9220860004, output_fired_time: 1.1936554909, propagate_forward_time: 74.2308425903, propagate_backward_time: 112.8811035156, weight_update_time: 0.1761102974, other_time: 8.2327957153
epoch time: 16.8507766724s, input_fired_time: 0.2069638073, output_fired_time: 0.0000000000, propagate_forward_time: 14.9871187210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6566934586
validation[          , genome  6479] predictions:    9727/  10000 (97.27%), best:    9770/10000 (97.70%), error:       917.52393, best error:       804.65839 on epoch:    38, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 199.4059906006s, input_fired_time: 1.8739204407, output_fired_time: 1.2081583738, propagate_forward_time: 74.9130249023, propagate_backward_time: 113.1688766479, weight_update_time: 0.1682879925, other_time: 8.2420120239
epoch time: 16.8076381683s, input_fired_time: 0.2067322731, output_fired_time: 0.0000000000, propagate_forward_time: 14.9973154068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6035909653
validation[          , genome  6479] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       862.43542, best error:       804.65839 on epoch:    38, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 199.2543640137s, input_fired_time: 1.9144144058, output_fired_time: 1.1994409561, propagate_forward_time: 74.6704177856, propagate_backward_time: 113.2128982544, weight_update_time: 0.1700973064, other_time: 8.2571868896
epoch time: 16.8221206665s, input_fired_time: 0.2083825320, output_fired_time: 0.0000000000, propagate_forward_time: 14.9894294739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6243095398
validation[          , genome  6479] predictions:    9714/  10000 (97.14%), best:    9770/10000 (97.70%), error:       874.49445, best error:       804.65839 on epoch:    38, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 199.3152923584s, input_fired_time: 1.8757872581, output_fired_time: 1.1940281391, propagate_forward_time: 74.7655868530, propagate_backward_time: 113.2130508423, weight_update_time: 0.1685012430, other_time: 8.2668304443
epoch time: 16.7310543060s, input_fired_time: 0.2051663399, output_fired_time: 0.0000000000, propagate_forward_time: 14.8631830215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6627054214
validation[          , genome  6479] predictions:    9751/  10000 (97.51%), best:    9770/10000 (97.70%), error:       814.32660, best error:       804.65839 on epoch:    38, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 199.4930877686s, input_fired_time: 1.8876205683, output_fired_time: 1.2087690830, propagate_forward_time: 74.8268661499, propagate_backward_time: 113.3400955200, weight_update_time: 0.1687382311, other_time: 8.2297363281
epoch time: 17.1118659973s, input_fired_time: 0.2162018716, output_fired_time: 0.0000000000, propagate_forward_time: 15.2563295364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6393346786
validation[          , genome  6479] predictions:    9741/  10000 (97.41%), best:    9770/10000 (97.70%), error:       849.23682, best error:       804.65839 on epoch:    38, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 199.7809906006s, input_fired_time: 1.8862473965, output_fired_time: 1.1984716654, propagate_forward_time: 74.6081542969, propagate_backward_time: 113.8863601685, weight_update_time: 0.1695523262, other_time: 8.2017593384
epoch time: 16.8629035950s, input_fired_time: 0.2072211355, output_fired_time: 0.0000000000, propagate_forward_time: 15.0716247559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5840568542
validation[          , genome  6479] predictions:    9702/  10000 (97.02%), best:    9770/10000 (97.70%), error:      1006.25922, best error:       804.65839 on epoch:    38, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 198.9297485352s, input_fired_time: 1.9148699045, output_fired_time: 1.1981288195, propagate_forward_time: 74.4627685547, propagate_backward_time: 113.1032943726, weight_update_time: 0.1690534502, other_time: 8.2506790161
epoch time: 16.6502952576s, input_fired_time: 0.2150791585, output_fired_time: 0.0000000000, propagate_forward_time: 14.8676290512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5675878525
validation[          , genome  6479] predictions:    9717/  10000 (97.17%), best:    9770/10000 (97.70%), error:       958.88556, best error:       804.65839 on epoch:    38, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 199.1606140137s, input_fired_time: 1.8930064440, output_fired_time: 1.2002582550, propagate_forward_time: 74.5372772217, propagate_backward_time: 113.2871093750, weight_update_time: 0.1765656024, other_time: 8.2429656982
epoch time: 16.8521556854s, input_fired_time: 0.2084940821, output_fired_time: 0.0000000000, propagate_forward_time: 15.0063896179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6372718811
validation[          , genome  6479] predictions:    9731/  10000 (97.31%), best:    9770/10000 (97.70%), error:       920.45630, best error:       804.65839 on epoch:    38, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 199.8746032715s, input_fired_time: 1.8723003864, output_fired_time: 1.2021445036, propagate_forward_time: 74.9563751221, propagate_backward_time: 113.6151962280, weight_update_time: 0.1688585281, other_time: 8.2285842896
epoch time: 16.6858024597s, input_fired_time: 0.2089059502, output_fired_time: 0.0000000000, propagate_forward_time: 14.9080238342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5688724518
validation[          , genome  6479] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       843.35065, best error:       804.65839 on epoch:    38, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 199.3479614258s, input_fired_time: 1.8885687590, output_fired_time: 1.1884255409, propagate_forward_time: 75.0153198242, propagate_backward_time: 113.0523071289, weight_update_time: 0.1683061123, other_time: 8.2033386230
epoch time: 16.5925140381s, input_fired_time: 0.2055374831, output_fired_time: 0.0000000000, propagate_forward_time: 14.7855253220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6014509201
validation[          , genome  6479] predictions:    9756/  10000 (97.56%), best:    9770/10000 (97.70%), error:       810.33795, best error:       804.65839 on epoch:    38, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 199.4653320312s, input_fired_time: 1.8927849531, output_fired_time: 1.2237316370, propagate_forward_time: 74.5984039307, propagate_backward_time: 113.4793853760, weight_update_time: 0.1687334925, other_time: 8.2710266113
epoch time: 16.9078903198s, input_fired_time: 0.2209273875, output_fired_time: 0.0000000000, propagate_forward_time: 15.0915117264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5954504013
validation[          , genome  6479] predictions:    9758/  10000 (97.58%), best:    9770/10000 (97.70%), error:       824.57501, best error:       804.65839 on epoch:    38, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 200.8950042725s, input_fired_time: 1.8939821720, output_fired_time: 1.2026000023, propagate_forward_time: 75.3835449219, propagate_backward_time: 114.0777587891, weight_update_time: 0.1684237421, other_time: 8.3371124268
epoch time: 17.0425128937s, input_fired_time: 0.2238306850, output_fired_time: 0.0000000000, propagate_forward_time: 15.1324691772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6862125397
validation[          , genome  6479] predictions:    9763/  10000 (97.63%), best:    9770/10000 (97.70%), error:       820.76654, best error:       804.65839 on epoch:    38, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 202.9184265137s, input_fired_time: 1.9205437899, output_fired_time: 1.2197879553, propagate_forward_time: 76.2402572632, propagate_backward_time: 115.1259994507, weight_update_time: 0.1688698083, other_time: 8.4118347168
epoch time: 16.9174880981s, input_fired_time: 0.2099001259, output_fired_time: 0.0000000000, propagate_forward_time: 15.1118230820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5957651138
validation[          , genome  6479] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       818.27863, best error:       804.65839 on epoch:    38, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 199.9797515869s, input_fired_time: 1.9131532907, output_fired_time: 1.2114670277, propagate_forward_time: 75.0161972046, propagate_backward_time: 113.6060104370, weight_update_time: 0.1683189720, other_time: 8.2329254150
epoch time: 16.6318073273s, input_fired_time: 0.2062896043, output_fired_time: 0.0000000000, propagate_forward_time: 14.8625783920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5629396439
validation[          , genome  6479] predictions:    9739/  10000 (97.39%), best:    9770/10000 (97.70%), error:       885.48199, best error:       804.65839 on epoch:    38, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 199.5207824707s, input_fired_time: 1.9047194719, output_fired_time: 1.2345649004, propagate_forward_time: 74.5763854980, propagate_backward_time: 113.4423522949, weight_update_time: 0.1845561266, other_time: 8.3627624512
epoch time: 16.7554740906s, input_fired_time: 0.2102258652, output_fired_time: 0.0000000000, propagate_forward_time: 14.9437599182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6014881134
validation[          , genome  6479] predictions:    9714/  10000 (97.14%), best:    9770/10000 (97.70%), error:       965.86084, best error:       804.65839 on epoch:    38, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 199.2499389648s, input_fired_time: 1.8991971016, output_fired_time: 1.1908928156, propagate_forward_time: 74.6098098755, propagate_backward_time: 113.3578186035, weight_update_time: 0.1689229459, other_time: 8.1922225952
epoch time: 16.7813186646s, input_fired_time: 0.2084959149, output_fired_time: 0.0000000000, propagate_forward_time: 15.0046577454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5681648254
validation[          , genome  6479] predictions:    9769/  10000 (97.69%), best:    9770/10000 (97.70%), error:       831.78058, best error:       804.65839 on epoch:    38, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 199.1553497314s, input_fired_time: 1.8637806177, output_fired_time: 1.1839437485, propagate_forward_time: 74.5027923584, propagate_backward_time: 113.3257675171, weight_update_time: 0.1680477262, other_time: 8.2790603638
epoch time: 16.7090682983s, input_fired_time: 0.2092096806, output_fired_time: 0.0000000000, propagate_forward_time: 14.9236984253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5761604309
validation[          , genome  6479] predictions:    9746/  10000 (97.46%), best:    9770/10000 (97.70%), error:       861.48181, best error:       804.65839 on epoch:    38, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 199.9070281982s, input_fired_time: 1.8943986893, output_fired_time: 1.2278949022, propagate_forward_time: 75.1848907471, propagate_backward_time: 113.3806610107, weight_update_time: 0.1685433686, other_time: 8.2191925049
epoch time: 16.7331161499s, input_fired_time: 0.2132092118, output_fired_time: 0.0000000000, propagate_forward_time: 14.9078416824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6120653152
validation[          , genome  6479] predictions:    9700/  10000 (97.00%), best:    9770/10000 (97.70%), error:      1021.53333, best error:       804.65839 on epoch:    38, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 199.1871490479s, input_fired_time: 1.9174773693, output_fired_time: 1.2268888950, propagate_forward_time: 74.6660995483, propagate_backward_time: 113.1863403320, weight_update_time: 0.1693710536, other_time: 8.1903457642
epoch time: 16.6875228882s, input_fired_time: 0.2105459720, output_fired_time: 0.0000000000, propagate_forward_time: 14.8999023438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5770740509
validation[          , genome  6479] predictions:    9741/  10000 (97.41%), best:    9770/10000 (97.70%), error:       860.78998, best error:       804.65839 on epoch:    38, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 199.2352142334s, input_fired_time: 1.8834096193, output_fired_time: 1.1876050234, propagate_forward_time: 74.6661529541, propagate_backward_time: 113.2145919800, weight_update_time: 0.1725279242, other_time: 8.2834548950
epoch time: 16.5895175934s, input_fired_time: 0.2128427774, output_fired_time: 0.0000000000, propagate_forward_time: 14.7962360382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5804386139
validation[          , genome  6479] predictions:    9758/  10000 (97.58%), best:    9770/10000 (97.70%), error:       815.18640, best error:       804.65839 on epoch:    38, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 199.9352722168s, input_fired_time: 1.8880788088, output_fired_time: 1.2004846334, propagate_forward_time: 74.9134521484, propagate_backward_time: 113.6739196777, weight_update_time: 0.1681347489, other_time: 8.2593383789
epoch time: 16.8026046753s, input_fired_time: 0.2087554485, output_fired_time: 0.0000000000, propagate_forward_time: 15.0197591782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5740900040
validation[          , genome  6479] predictions:    9750/  10000 (97.50%), best:    9770/10000 (97.70%), error:       810.08179, best error:       804.65839 on epoch:    38, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 199.2156066895s, input_fired_time: 1.9004349709, output_fired_time: 1.2304506302, propagate_forward_time: 74.3510131836, propagate_backward_time: 113.4346237183, weight_update_time: 0.1792304814, other_time: 8.2990798950
epoch time: 16.9086360931s, input_fired_time: 0.2230447829, output_fired_time: 0.0000000000, propagate_forward_time: 15.0962800980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5893106461
validation[          , genome  6479] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       781.33813, best error:       781.33813 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 199.5311889648s, input_fired_time: 1.9047166109, output_fired_time: 1.1941634417, propagate_forward_time: 74.4126205444, propagate_backward_time: 113.7794189453, weight_update_time: 0.1698354632, other_time: 8.2402572632
epoch time: 16.9370231628s, input_fired_time: 0.2111893594, output_fired_time: 0.0000000000, propagate_forward_time: 14.9925451279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7332887650
validation[          , genome  6479] predictions:    9755/  10000 (97.55%), best:    9758/10000 (97.58%), error:       810.78851, best error:       781.33813 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 198.9675750732s, input_fired_time: 1.8671846390, output_fired_time: 1.1908409595, propagate_forward_time: 74.2203369141, propagate_backward_time: 113.4957733154, weight_update_time: 0.1684536785, other_time: 8.1934356689
epoch time: 16.5662078857s, input_fired_time: 0.2108126730, output_fired_time: 0.0000000000, propagate_forward_time: 14.7964572906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5589370728
validation[          , genome  6479] predictions:    9759/  10000 (97.59%), best:    9758/10000 (97.58%), error:       815.06799, best error:       781.33813 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 198.9229431152s, input_fired_time: 1.9142255783, output_fired_time: 1.1981712580, propagate_forward_time: 74.3910522461, propagate_backward_time: 113.2027206421, weight_update_time: 0.1715077609, other_time: 8.2167739868
epoch time: 16.7515468597s, input_fired_time: 0.2279938459, output_fired_time: 0.0000000000, propagate_forward_time: 14.9354763031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5880775452
validation[          , genome  6479] predictions:    9756/  10000 (97.56%), best:    9758/10000 (97.58%), error:       826.82678, best error:       781.33813 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 199.7303924561s, input_fired_time: 1.8892123699, output_fired_time: 1.2361354828, propagate_forward_time: 74.8489608765, propagate_backward_time: 113.5683212280, weight_update_time: 0.1690568775, other_time: 8.1877746582
epoch time: 16.7297267914s, input_fired_time: 0.2093287557, output_fired_time: 0.0000000000, propagate_forward_time: 14.9473056793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5730915070
validation[          , genome  6479] predictions:    9742/  10000 (97.42%), best:    9758/10000 (97.58%), error:       876.12988, best error:       781.33813 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 199.4374694824s, input_fired_time: 1.9807009697, output_fired_time: 1.2070064545, propagate_forward_time: 74.6509246826, propagate_backward_time: 113.2896041870, weight_update_time: 0.1762367487, other_time: 8.3092422485
epoch time: 16.7477321625s, input_fired_time: 0.2115913928, output_fired_time: 0.0000000000, propagate_forward_time: 14.9608297348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5753107071
validation[          , genome  6479] predictions:    9762/  10000 (97.62%), best:    9758/10000 (97.58%), error:       801.49945, best error:       781.33813 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 199.7428741455s, input_fired_time: 1.9156293869, output_fired_time: 1.2051568031, propagate_forward_time: 75.2178268433, propagate_backward_time: 113.2040634155, weight_update_time: 0.1702578068, other_time: 8.2001953125
epoch time: 16.7212505341s, input_fired_time: 0.2147839814, output_fired_time: 0.0000000000, propagate_forward_time: 14.8903961182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6160697937
validation[          , genome  6479] predictions:    9760/  10000 (97.60%), best:    9758/10000 (97.58%), error:       832.91492, best error:       781.33813 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 199.6396789551s, input_fired_time: 1.8895604610, output_fired_time: 1.2121989727, propagate_forward_time: 74.8248519897, propagate_backward_time: 113.4619903564, weight_update_time: 0.1700350940, other_time: 8.2510757446
epoch time: 17.0165195465s, input_fired_time: 0.2306896001, output_fired_time: 0.0000000000, propagate_forward_time: 15.1864786148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5993509293
validation[          , genome  6479] predictions:    9741/  10000 (97.41%), best:    9758/10000 (97.58%), error:       860.89331, best error:       781.33813 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 199.6479034424s, input_fired_time: 1.8973722458, output_fired_time: 1.2950714827, propagate_forward_time: 74.5365219116, propagate_backward_time: 113.7109146118, weight_update_time: 0.1733506769, other_time: 8.2080230713
epoch time: 16.9252471924s, input_fired_time: 0.2130525708, output_fired_time: 0.0000000000, propagate_forward_time: 15.0707464218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6414480209
validation[          , genome  6479] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       763.77728, best error:       763.77728 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 199.4346923828s, input_fired_time: 1.8811086416, output_fired_time: 1.1894921064, propagate_forward_time: 74.7406921387, propagate_backward_time: 113.3882064819, weight_update_time: 0.1763218492, other_time: 8.2351913452
epoch time: 16.6042690277s, input_fired_time: 0.2118172050, output_fired_time: 0.0000000000, propagate_forward_time: 14.8196344376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5728178024
validation[          , genome  6479] predictions:    9757/  10000 (97.57%), best:    9764/10000 (97.64%), error:       856.26868, best error:       763.77728 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 199.6197204590s, input_fired_time: 1.9109967947, output_fired_time: 1.2595386505, propagate_forward_time: 74.6319656372, propagate_backward_time: 113.5987701416, weight_update_time: 0.1851680577, other_time: 8.2184524536
epoch time: 16.6573944092s, input_fired_time: 0.2116861045, output_fired_time: 0.0000000000, propagate_forward_time: 14.8805398941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5651693344
validation[          , genome  6479] predictions:    9758/  10000 (97.58%), best:    9764/10000 (97.64%), error:       818.94397, best error:       763.77728 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 199.4813537598s, input_fired_time: 1.8911607265, output_fired_time: 1.1851158142, propagate_forward_time: 74.5252380371, propagate_backward_time: 113.6969299316, weight_update_time: 0.1690607369, other_time: 8.1829071045
epoch time: 16.9937229156s, input_fired_time: 0.2363618165, output_fired_time: 0.0000000000, propagate_forward_time: 15.1642646790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5930957794
validation[          , genome  6479] predictions:    9754/  10000 (97.54%), best:    9764/10000 (97.64%), error:       819.20251, best error:       763.77728 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 199.4216766357s, input_fired_time: 1.9415906668, output_fired_time: 1.1860631704, propagate_forward_time: 74.7339477539, propagate_backward_time: 113.3456420898, weight_update_time: 0.1720626205, other_time: 8.2144317627
epoch time: 16.7700214386s, input_fired_time: 0.2125242949, output_fired_time: 0.0000000000, propagate_forward_time: 14.9768505096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5806465149
validation[          , genome  6479] predictions:    9767/  10000 (97.67%), best:    9764/10000 (97.64%), error:       791.29138, best error:       763.77728 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 200.1953887939s, input_fired_time: 1.9140107632, output_fired_time: 1.2189729214, propagate_forward_time: 74.7141952515, propagate_backward_time: 113.9703674316, weight_update_time: 0.1687775552, other_time: 8.3778305054
epoch time: 16.9436645508s, input_fired_time: 0.2160817832, output_fired_time: 0.0000000000, propagate_forward_time: 15.1582946777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5692882538
validation[          , genome  6479] predictions:    9748/  10000 (97.48%), best:    9764/10000 (97.64%), error:       829.53357, best error:       763.77728 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 199.5406036377s, input_fired_time: 1.9166084528, output_fired_time: 1.2027299404, propagate_forward_time: 74.4827499390, propagate_backward_time: 113.6367568970, weight_update_time: 0.1689822227, other_time: 8.3017578125
epoch time: 16.8175354004s, input_fired_time: 0.2167209983, output_fired_time: 0.0000000000, propagate_forward_time: 14.9575033188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6433115005
validation[          , genome  6479] predictions:    9771/  10000 (97.71%), best:    9764/10000 (97.64%), error:       787.47314, best error:       763.77728 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 200.3308563232s, input_fired_time: 2.0162131786, output_fired_time: 1.2070758343, propagate_forward_time: 74.8080062866, propagate_backward_time: 114.0473556519, weight_update_time: 0.1772787273, other_time: 8.2521972656
epoch time: 16.6429710388s, input_fired_time: 0.2128666192, output_fired_time: 0.0000000000, propagate_forward_time: 14.8520154953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5780897141
validation[          , genome  6479] predictions:    9739/  10000 (97.39%), best:    9764/10000 (97.64%), error:       903.06958, best error:       763.77728 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 199.5787353516s, input_fired_time: 1.9118692875, output_fired_time: 1.1948069334, propagate_forward_time: 74.7869491577, propagate_backward_time: 113.4229049683, weight_update_time: 0.1883327961, other_time: 8.2622070312
epoch time: 16.6665515900s, input_fired_time: 0.2296770513, output_fired_time: 0.0000000000, propagate_forward_time: 14.8276252747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6092491150
validation[          , genome  6479] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       865.97772, best error:       763.77728 on epoch:    92, 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: 83.7891464233s, input_fired_time: 1.0866719484, output_fired_time: 0.0000000000, propagate_forward_time: 74.6676635742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.0348129272
best training[          , genome  6479] predictions:   49730/  50000 (99.46%), best:    9764/10000 (97.64%), error:      1333.47778, best error:       763.77728 on epoch:    92, 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: 17.2685375214s, input_fired_time: 0.2090310752, output_fired_time: 0.0000000000, propagate_forward_time: 15.1316852570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9278221130
   testing[          , genome  6479] predictions:    9785/  10000 (97.85%), best:    9764/10000 (97.64%), error:       706.50134, best error:       763.77728 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:56:36 (31317): called boinc_finish(0)

</stderr_txt>
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