Nameexact_genome_1512568488_43_6957_0
Workunit2606063
Created7 Dec 2017, 22:56:09 UTC
Sent7 Dec 2017, 23:01:47 UTC
Report deadline19 Dec 2017, 18:24:49 UTC
Received9 Dec 2017, 4:12:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time5 hours 46 min 15 sec
CPU time5 hours 46 min 11 sec
Validate stateValid
Credit2,951.92
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.84 MB
Peak swap size155.32 MB
Peak disk usage2.22 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
955.86755 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 188.8638153076s, input_fired_time: 1.9311255217, output_fired_time: 1.7116634846, propagate_forward_time: 72.7541885376, propagate_backward_time: 109.2741394043, weight_update_time: 0.1829884052, other_time: 3.1926956177
epoch time: 15.3044986725s, input_fired_time: 0.2347473204, output_fired_time: 0.0000000000, propagate_forward_time: 14.4957828522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5739688873
validation[          , genome  6957] predictions:    9682/  10000 (96.82%), best:    9729/10000 (97.29%), error:      1095.98279, best error:       955.86755 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 188.8190460205s, input_fired_time: 1.8942629099, output_fired_time: 1.7110104561, propagate_forward_time: 72.8932723999, propagate_backward_time: 109.2200622559, weight_update_time: 0.1810628623, other_time: 3.1004409790
epoch time: 15.4313106537s, input_fired_time: 0.2306086421, output_fired_time: 0.0000000000, propagate_forward_time: 14.6456480026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550537109
validation[          , genome  6957] predictions:    9706/  10000 (97.06%), best:    9729/10000 (97.29%), error:       985.89832, best error:       955.86755 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 189.1008911133s, input_fired_time: 1.9055786133, output_fired_time: 1.7178783417, propagate_forward_time: 73.0486221313, propagate_backward_time: 109.2998504639, weight_update_time: 0.1831405610, other_time: 3.1289596558
epoch time: 15.2964830399s, input_fired_time: 0.2300055325, output_fired_time: 0.0000000000, propagate_forward_time: 14.5148143768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516633987
validation[          , genome  6957] predictions:    9689/  10000 (96.89%), best:    9729/10000 (97.29%), error:       968.33142, best error:       955.86755 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 188.3651885986s, input_fired_time: 1.8772584200, output_fired_time: 1.7059259415, propagate_forward_time: 72.5143203735, propagate_backward_time: 109.1972732544, weight_update_time: 0.1794532984, other_time: 3.0704040527
epoch time: 15.2727079391s, input_fired_time: 0.2299624085, output_fired_time: 0.0000000000, propagate_forward_time: 14.4892377853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5535078049
validation[          , genome  6957] predictions:    9704/  10000 (97.04%), best:    9729/10000 (97.29%), error:       957.52454, best error:       955.86755 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 188.7997741699s, input_fired_time: 1.9279583693, output_fired_time: 1.7134221792, propagate_forward_time: 72.6259460449, propagate_backward_time: 109.3338012695, weight_update_time: 0.1825168133, other_time: 3.1986389160
epoch time: 15.2348594666s, input_fired_time: 0.2359754741, output_fired_time: 0.0000000000, propagate_forward_time: 14.4264802933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5724039078
validation[          , genome  6957] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       885.69366, best error:       885.69366 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 189.0490875244s, input_fired_time: 1.9311724901, output_fired_time: 1.7143144608, propagate_forward_time: 72.8618240356, propagate_backward_time: 109.3423995972, weight_update_time: 0.1832135022, other_time: 3.1993865967
epoch time: 15.3861875534s, input_fired_time: 0.2374755591, output_fired_time: 0.0000000000, propagate_forward_time: 14.5760116577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727005005
validation[          , genome  6957] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       885.04755, best error:       885.04755 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 188.8236694336s, input_fired_time: 1.8761204481, output_fired_time: 1.7099750042, propagate_forward_time: 72.8012924194, propagate_backward_time: 109.3691940308, weight_update_time: 0.1794417500, other_time: 3.0670928955
epoch time: 15.3730421066s, input_fired_time: 0.2319033593, output_fired_time: 0.0000000000, propagate_forward_time: 14.5933055878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478334427
validation[          , genome  6957] predictions:    9738/  10000 (97.38%), best:    9744/10000 (97.44%), error:       914.16064, best error:       885.04755 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 190.0279693604s, input_fired_time: 1.8934659958, output_fired_time: 1.7336019278, propagate_forward_time: 73.5487976074, propagate_backward_time: 109.7627410889, weight_update_time: 0.1821731627, other_time: 3.0893707275
epoch time: 15.4187593460s, input_fired_time: 0.2328679264, output_fired_time: 0.0000000000, propagate_forward_time: 14.6309795380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549116135
validation[          , genome  6957] predictions:    9724/  10000 (97.24%), best:    9744/10000 (97.44%), error:       930.13354, best error:       885.04755 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 189.7581481934s, input_fired_time: 1.8849420547, output_fired_time: 1.7258567810, propagate_forward_time: 73.3329010010, propagate_backward_time: 109.7388229370, weight_update_time: 0.1808332801, other_time: 3.0756149292
epoch time: 15.5015792847s, input_fired_time: 0.2330267429, output_fired_time: 0.0000000000, propagate_forward_time: 14.7120828629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5564699173
validation[          , genome  6957] predictions:    9700/  10000 (97.00%), best:    9744/10000 (97.44%), error:       988.94421, best error:       885.04755 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 188.2682037354s, input_fired_time: 1.8750352859, output_fired_time: 1.7094192505, propagate_forward_time: 72.6141815186, propagate_backward_time: 109.0036010742, weight_update_time: 0.1788212359, other_time: 3.0659637451
epoch time: 15.3022785187s, input_fired_time: 0.2330263257, output_fired_time: 0.0000000000, propagate_forward_time: 14.5151968002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5540552139
validation[          , genome  6957] predictions:    9717/  10000 (97.17%), best:    9744/10000 (97.44%), error:       939.17639, best error:       885.04755 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 189.4839172363s, input_fired_time: 1.9368088245, output_fired_time: 1.7261681557, propagate_forward_time: 73.1984176636, propagate_backward_time: 109.4100875854, weight_update_time: 0.1854873598, other_time: 3.2124328613
epoch time: 15.5120468140s, input_fired_time: 0.2375542670, output_fired_time: 0.0000000000, propagate_forward_time: 14.6976938248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767984390
validation[          , genome  6957] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:       980.97461, best error:       885.04755 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 188.8258819580s, input_fired_time: 1.9325380325, output_fired_time: 1.7052227259, propagate_forward_time: 72.5476684570, propagate_backward_time: 109.4387741089, weight_update_time: 0.1828880310, other_time: 3.2016830444
epoch time: 15.4690170288s, input_fired_time: 0.2374508381, output_fired_time: 0.0000000000, propagate_forward_time: 14.6565179825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750484467
validation[          , genome  6957] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       974.24463, best error:       885.04755 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 189.4335937500s, input_fired_time: 1.9346725941, output_fired_time: 1.7245984077, propagate_forward_time: 73.1495056152, propagate_backward_time: 109.4177169800, weight_update_time: 0.1839687824, other_time: 3.2070999146
epoch time: 15.5025510788s, input_fired_time: 0.2368929535, output_fired_time: 0.0000000000, propagate_forward_time: 14.6888761520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767822266
validation[          , genome  6957] predictions:    9708/  10000 (97.08%), best:    9744/10000 (97.44%), error:       945.67432, best error:       885.04755 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 188.8076629639s, input_fired_time: 1.9302427769, output_fired_time: 1.7173609734, propagate_forward_time: 72.8118515015, propagate_backward_time: 109.1467437744, weight_update_time: 0.1834353209, other_time: 3.2014694214
epoch time: 15.3799667358s, input_fired_time: 0.2373999655, output_fired_time: 0.0000000000, propagate_forward_time: 14.5704097748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5721569061
validation[          , genome  6957] predictions:    9713/  10000 (97.13%), best:    9744/10000 (97.44%), error:       958.90039, best error:       885.04755 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 189.0194702148s, input_fired_time: 1.9404455423, output_fired_time: 1.7214279175, propagate_forward_time: 72.8444900513, propagate_backward_time: 109.3103790283, weight_update_time: 0.1818215549, other_time: 3.2027359009
epoch time: 15.4834518433s, input_fired_time: 0.2389556170, output_fired_time: 0.0000000000, propagate_forward_time: 14.6695909500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5749053955
validation[          , genome  6957] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       821.91150, best error:       821.91150 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 189.2640533447s, input_fired_time: 1.8911038637, output_fired_time: 1.7224509716, propagate_forward_time: 73.2095718384, propagate_backward_time: 109.3616943359, weight_update_time: 0.1795520186, other_time: 3.0792312622
epoch time: 15.4605522156s, input_fired_time: 0.2321140021, output_fired_time: 0.0000000000, propagate_forward_time: 14.6701488495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582895279
validation[          , genome  6957] predictions:    9709/  10000 (97.09%), best:    9755/10000 (97.55%), error:       938.24835, best error:       821.91150 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 188.9912719727s, input_fired_time: 1.9195423126, output_fired_time: 1.7211360931, propagate_forward_time: 72.8028030396, propagate_backward_time: 109.3854217529, weight_update_time: 0.1814256161, other_time: 3.1623764038
epoch time: 15.3643484116s, input_fired_time: 0.2331378311, output_fired_time: 0.0000000000, propagate_forward_time: 14.5800228119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511875153
validation[          , genome  6957] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       896.65082, best error:       821.91150 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 189.0016021729s, input_fired_time: 1.9047299623, output_fired_time: 1.7170380354, propagate_forward_time: 72.9542388916, propagate_backward_time: 109.3016433716, weight_update_time: 0.1812959909, other_time: 3.1239547729
epoch time: 15.3629865646s, input_fired_time: 0.2328235507, output_fired_time: 0.0000000000, propagate_forward_time: 14.5753688812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547943115
validation[          , genome  6957] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       887.83899, best error:       821.91150 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 189.4952087402s, input_fired_time: 1.9365868568, output_fired_time: 1.7232909203, propagate_forward_time: 73.2851638794, propagate_backward_time: 109.3571472168, weight_update_time: 0.1840217710, other_time: 3.1930160522
epoch time: 15.4517164230s, input_fired_time: 0.2329999208, output_fired_time: 0.0000000000, propagate_forward_time: 14.6595010757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5592155457
validation[          , genome  6957] predictions:    9719/  10000 (97.19%), best:    9755/10000 (97.55%), error:       885.14490, best error:       821.91150 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 188.1108551025s, input_fired_time: 1.8842872381, output_fired_time: 1.7042737007, propagate_forward_time: 72.6257095337, propagate_backward_time: 108.8249053955, weight_update_time: 0.1812679470, other_time: 3.0716781616
epoch time: 15.2918672562s, input_fired_time: 0.2332164794, output_fired_time: 0.0000000000, propagate_forward_time: 14.5098152161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488357544
validation[          , genome  6957] predictions:    9691/  10000 (96.91%), best:    9755/10000 (97.55%), error:       955.13947, best error:       821.91150 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 189.5898437500s, input_fired_time: 1.9482748508, output_fired_time: 1.7251771688, propagate_forward_time: 73.2058944702, propagate_backward_time: 109.5104217529, weight_update_time: 0.1834552586, other_time: 3.2000808716
epoch time: 15.4793796539s, input_fired_time: 0.2376584411, output_fired_time: 0.0000000000, propagate_forward_time: 14.6668052673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5749158859
validation[          , genome  6957] predictions:    9727/  10000 (97.27%), best:    9755/10000 (97.55%), error:       931.94489, best error:       821.91150 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 188.9237365723s, input_fired_time: 1.9367136955, output_fired_time: 1.7202838659, propagate_forward_time: 72.9443817139, propagate_backward_time: 109.1433105469, weight_update_time: 0.1835450381, other_time: 3.1790466309
epoch time: 15.3212184906s, input_fired_time: 0.2365170121, output_fired_time: 0.0000000000, propagate_forward_time: 14.5105590820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5741424561
validation[          , genome  6957] predictions:    9699/  10000 (96.99%), best:    9755/10000 (97.55%), error:       998.11896, best error:       821.91150 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 189.7952270508s, input_fired_time: 1.9450309277, output_fired_time: 1.7310335636, propagate_forward_time: 73.3322448730, propagate_backward_time: 109.5839385986, weight_update_time: 0.1836373359, other_time: 3.2029724121
epoch time: 15.4813928604s, input_fired_time: 0.2373905927, output_fired_time: 0.0000000000, propagate_forward_time: 14.6673049927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5766973495
validation[          , genome  6957] predictions:    9727/  10000 (97.27%), best:    9755/10000 (97.55%), error:       910.68024, best error:       821.91150 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 189.6881713867s, input_fired_time: 1.9413702488, output_fired_time: 1.7248373032, propagate_forward_time: 73.2235336304, propagate_backward_time: 109.6132049561, weight_update_time: 0.1846124977, other_time: 3.1852188110
epoch time: 15.4949893951s, input_fired_time: 0.2349011302, output_fired_time: 0.0000000000, propagate_forward_time: 14.7054462433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5546417236
validation[          , genome  6957] predictions:    9736/  10000 (97.36%), best:    9755/10000 (97.55%), error:       865.21851, best error:       821.91150 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 189.0128173828s, input_fired_time: 1.9000201225, output_fired_time: 1.7102165222, propagate_forward_time: 72.9367752075, propagate_backward_time: 109.3755798340, weight_update_time: 0.1804216653, other_time: 3.0902175903
epoch time: 15.2318334579s, input_fired_time: 0.2327546924, output_fired_time: 0.0000000000, propagate_forward_time: 14.4460277557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530509949
validation[          , genome  6957] predictions:    9693/  10000 (96.93%), best:    9755/10000 (97.55%), error:       964.97729, best error:       821.91150 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 189.3888397217s, input_fired_time: 1.9186024666, output_fired_time: 1.7257791758, propagate_forward_time: 73.2022476196, propagate_backward_time: 109.4196548462, weight_update_time: 0.1808727533, other_time: 3.1225433350
epoch time: 15.4084482193s, input_fired_time: 0.2389672399, output_fired_time: 0.0000000000, propagate_forward_time: 14.5968227386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5726585388
validation[          , genome  6957] predictions:    9715/  10000 (97.15%), best:    9755/10000 (97.55%), error:       938.01892, best error:       821.91150 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 189.6217041016s, input_fired_time: 1.9176532030, output_fired_time: 1.7274165154, propagate_forward_time: 73.1944732666, propagate_backward_time: 109.6506423950, weight_update_time: 0.1826296300, other_time: 3.1315231323
epoch time: 15.4547939301s, input_fired_time: 0.2345530093, output_fired_time: 0.0000000000, propagate_forward_time: 14.6673221588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529184341
validation[          , genome  6957] predictions:    9694/  10000 (96.94%), best:    9755/10000 (97.55%), error:       999.70813, best error:       821.91150 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 189.1057586670s, input_fired_time: 1.9295816422, output_fired_time: 1.7130850554, propagate_forward_time: 73.0049285889, propagate_backward_time: 109.3040847778, weight_update_time: 0.1824613661, other_time: 3.1540756226
epoch time: 15.2828273773s, input_fired_time: 0.2346371561, output_fired_time: 0.0000000000, propagate_forward_time: 14.4968194962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513706207
validation[          , genome  6957] predictions:    9751/  10000 (97.51%), best:    9755/10000 (97.55%), error:       830.73523, best error:       821.91150 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 189.8067169189s, input_fired_time: 1.9182901382, output_fired_time: 1.7288264036, propagate_forward_time: 73.3611068726, propagate_backward_time: 109.6921463013, weight_update_time: 0.1817022711, other_time: 3.1063537598
epoch time: 15.4538316727s, input_fired_time: 0.2346999198, output_fired_time: 0.0000000000, propagate_forward_time: 14.6659879684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531435013
validation[          , genome  6957] predictions:    9729/  10000 (97.29%), best:    9755/10000 (97.55%), error:       868.99139, best error:       821.91150 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 189.0627136230s, input_fired_time: 1.8932766914, output_fired_time: 1.7211300135, propagate_forward_time: 73.1139450073, propagate_backward_time: 109.2551803589, weight_update_time: 0.1830686182, other_time: 3.0791778564
epoch time: 15.3727445602s, input_fired_time: 0.2361629456, output_fired_time: 0.0000000000, propagate_forward_time: 14.5826435089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539379120
validation[          , genome  6957] predictions:    9727/  10000 (97.27%), best:    9755/10000 (97.55%), error:       926.31940, best error:       821.91150 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 189.2779693604s, input_fired_time: 1.9027794600, output_fired_time: 1.7195265293, propagate_forward_time: 73.1683349609, propagate_backward_time: 109.4132614136, weight_update_time: 0.1819005311, other_time: 3.0740585327
epoch time: 15.3454599380s, input_fired_time: 0.2333317846, output_fired_time: 0.0000000000, propagate_forward_time: 14.5612802505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508480072
validation[          , genome  6957] predictions:    9709/  10000 (97.09%), best:    9755/10000 (97.55%), error:       970.22070, best error:       821.91150 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 189.5355834961s, input_fired_time: 1.9464657307, output_fired_time: 1.7247965336, propagate_forward_time: 73.2177505493, propagate_backward_time: 109.4455642700, weight_update_time: 0.1845460832, other_time: 3.2010040283
epoch time: 15.5247678757s, input_fired_time: 0.2393085510, output_fired_time: 0.0000000000, propagate_forward_time: 14.7116327286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738267899
validation[          , genome  6957] predictions:    9709/  10000 (97.09%), best:    9755/10000 (97.55%), error:       943.70453, best error:       821.91150 on epoch:    29, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 189.1950836182s, input_fired_time: 1.8991167545, output_fired_time: 1.7170450687, propagate_forward_time: 73.0291976929, propagate_backward_time: 109.4690017700, weight_update_time: 0.1822059453, other_time: 3.0807189941
epoch time: 15.4545669556s, input_fired_time: 0.2367959917, output_fired_time: 0.0000000000, propagate_forward_time: 14.6644353867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533351898
validation[          , genome  6957] predictions:    9714/  10000 (97.14%), best:    9755/10000 (97.55%), error:       947.82971, best error:       821.91150 on epoch:    29, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 189.3886871338s, input_fired_time: 1.9568362236, output_fired_time: 1.7167091370, propagate_forward_time: 73.0251846313, propagate_backward_time: 109.4923400879, weight_update_time: 0.1835005134, other_time: 3.1976242065
epoch time: 15.4538230896s, input_fired_time: 0.2391585112, output_fired_time: 0.0000000000, propagate_forward_time: 14.6408338547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738306046
validation[          , genome  6957] predictions:    9697/  10000 (96.97%), best:    9755/10000 (97.55%), error:       973.40784, best error:       821.91150 on epoch:    29, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 189.1998901367s, input_fired_time: 1.9471654892, output_fired_time: 1.7181075811, propagate_forward_time: 72.9867858887, propagate_backward_time: 109.3495712280, weight_update_time: 0.1836436987, other_time: 3.1982650757
epoch time: 15.3932113647s, input_fired_time: 0.2390526086, output_fired_time: 0.0000000000, propagate_forward_time: 14.5820255280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5721330643
validation[          , genome  6957] predictions:    9693/  10000 (96.93%), best:    9755/10000 (97.55%), error:      1069.25903, best error:       821.91150 on epoch:    29, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 189.1193389893s, input_fired_time: 1.9433046579, output_fired_time: 1.7102934122, propagate_forward_time: 72.9231262207, propagate_backward_time: 109.3499908447, weight_update_time: 0.1829628348, other_time: 3.1926269531
epoch time: 15.3288040161s, input_fired_time: 0.2449750602, output_fired_time: 0.0000000000, propagate_forward_time: 14.5182790756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5655498505
validation[          , genome  6957] predictions:    9729/  10000 (97.29%), best:    9755/10000 (97.55%), error:       907.10236, best error:       821.91150 on epoch:    29, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 189.5647888184s, input_fired_time: 1.9543108940, output_fired_time: 1.7226614952, propagate_forward_time: 73.1893844604, propagate_backward_time: 109.4976196289, weight_update_time: 0.1835870296, other_time: 3.2008132935
epoch time: 15.3965673447s, input_fired_time: 0.2400008887, output_fired_time: 0.0000000000, propagate_forward_time: 14.5833053589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5732612610
validation[          , genome  6957] predictions:    9745/  10000 (97.45%), best:    9755/10000 (97.55%), error:       850.53033, best error:       821.91150 on epoch:    29, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 188.2445373535s, input_fired_time: 1.8927922249, output_fired_time: 1.7114454508, propagate_forward_time: 72.6243438721, propagate_backward_time: 108.9434204102, weight_update_time: 0.1793161929, other_time: 3.0725402832
epoch time: 15.3390054703s, input_fired_time: 0.2345222235, output_fired_time: 0.0000000000, propagate_forward_time: 14.5531358719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513477325
validation[          , genome  6957] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       946.03406, best error:       821.91150 on epoch:    29, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 189.4365386963s, input_fired_time: 1.9378008842, output_fired_time: 1.7173949480, propagate_forward_time: 73.0457611084, propagate_backward_time: 109.5828094482, weight_update_time: 0.1823971868, other_time: 3.1527709961
epoch time: 15.3944625854s, input_fired_time: 0.2393081039, output_fired_time: 0.0000000000, propagate_forward_time: 14.5815992355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5735549927
validation[          , genome  6957] predictions:    9736/  10000 (97.36%), best:    9755/10000 (97.55%), error:       858.36908, best error:       821.91150 on epoch:    29, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 189.0720062256s, input_fired_time: 1.9101049900, output_fired_time: 1.7127814293, propagate_forward_time: 73.0144882202, propagate_backward_time: 109.3584365845, weight_update_time: 0.1800149530, other_time: 3.0761871338
epoch time: 15.3883972168s, input_fired_time: 0.2345991284, output_fired_time: 0.0000000000, propagate_forward_time: 14.6010160446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5527820587
validation[          , genome  6957] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       784.20874, best error:       784.20874 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 188.7895660400s, input_fired_time: 1.9042853117, output_fired_time: 1.7120248079, propagate_forward_time: 72.8018798828, propagate_backward_time: 109.2918472290, weight_update_time: 0.1802012622, other_time: 3.0795364380
epoch time: 15.2170639038s, input_fired_time: 0.2359848171, output_fired_time: 0.0000000000, propagate_forward_time: 14.4254417419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5556373596
validation[          , genome  6957] predictions:    9679/  10000 (96.79%), best:    9760/10000 (97.60%), error:       976.19727, best error:       784.20874 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 189.3363494873s, input_fired_time: 1.9526826143, output_fired_time: 1.7226084471, propagate_forward_time: 73.1155395508, propagate_backward_time: 109.3372421265, weight_update_time: 0.1850247532, other_time: 3.2082748413
epoch time: 15.4696893692s, input_fired_time: 0.2413352877, output_fired_time: 0.0000000000, propagate_forward_time: 14.6535291672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5748252869
validation[          , genome  6957] predictions:    9767/  10000 (97.67%), best:    9760/10000 (97.60%), error:       786.08844, best error:       784.20874 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 188.9791107178s, input_fired_time: 1.9085602760, output_fired_time: 1.7244876623, propagate_forward_time: 73.0226287842, propagate_backward_time: 109.2403945923, weight_update_time: 0.1802350432, other_time: 3.0830459595
epoch time: 15.3834266663s, input_fired_time: 0.2356559336, output_fired_time: 0.0000000000, propagate_forward_time: 14.5949325562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528383255
validation[          , genome  6957] predictions:    9691/  10000 (96.91%), best:    9760/10000 (97.60%), error:       950.74078, best error:       784.20874 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 189.8715515137s, input_fired_time: 1.9135887623, output_fired_time: 1.7301586866, propagate_forward_time: 73.4439849854, propagate_backward_time: 109.6935958862, weight_update_time: 0.1815566570, other_time: 3.0902175903
epoch time: 15.4765510559s, input_fired_time: 0.2386805564, output_fired_time: 0.0000000000, propagate_forward_time: 14.6825923920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552778244
validation[          , genome  6957] predictions:    9660/  10000 (96.60%), best:    9760/10000 (97.60%), error:      1103.46716, best error:       784.20874 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 188.7744903564s, input_fired_time: 1.9007924795, output_fired_time: 1.7122341394, propagate_forward_time: 72.8885345459, propagate_backward_time: 109.2073287964, weight_update_time: 0.1803337336, other_time: 3.0656051636
epoch time: 15.2802143097s, input_fired_time: 0.2341378182, output_fired_time: 0.0000000000, propagate_forward_time: 14.4952249527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508518219
validation[          , genome  6957] predictions:    9752/  10000 (97.52%), best:    9760/10000 (97.60%), error:       834.68982, best error:       784.20874 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 189.4700775146s, input_fired_time: 1.9107358456, output_fired_time: 1.7224235535, propagate_forward_time: 73.2088241577, propagate_backward_time: 109.5562820435, weight_update_time: 0.1813148409, other_time: 3.0718078613
epoch time: 15.4077816010s, input_fired_time: 0.2363197356, output_fired_time: 0.0000000000, propagate_forward_time: 14.6188058853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526561737
validation[          , genome  6957] predictions:    9743/  10000 (97.43%), best:    9760/10000 (97.60%), error:       851.97211, best error:       784.20874 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 189.8975219727s, input_fired_time: 1.9657500982, output_fired_time: 1.7281107903, propagate_forward_time: 73.3900222778, propagate_backward_time: 109.6134567261, weight_update_time: 0.1832861006, other_time: 3.2001953125
epoch time: 15.5194120407s, input_fired_time: 0.2401691973, output_fired_time: 0.0000000000, propagate_forward_time: 14.7046318054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746107101
validation[          , genome  6957] predictions:    9729/  10000 (97.29%), best:    9760/10000 (97.60%), error:       934.14398, best error:       784.20874 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 189.1426544189s, input_fired_time: 1.9165610075, output_fired_time: 1.7275880575, propagate_forward_time: 73.1022796631, propagate_backward_time: 109.2892074585, weight_update_time: 0.1809011400, other_time: 3.1070175171
epoch time: 15.4123001099s, input_fired_time: 0.2347669154, output_fired_time: 0.0000000000, propagate_forward_time: 14.6254959106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520372391
validation[          , genome  6957] predictions:    9670/  10000 (96.70%), best:    9760/10000 (97.60%), error:      1144.02661, best error:       784.20874 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 189.1019134521s, input_fired_time: 1.9379628897, output_fired_time: 1.7126647234, propagate_forward_time: 72.9407958984, propagate_backward_time: 109.3660354614, weight_update_time: 0.1820926219, other_time: 3.1444625854
epoch time: 15.3966379166s, input_fired_time: 0.2409491688, output_fired_time: 0.0000000000, propagate_forward_time: 14.5834503174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722379684
validation[          , genome  6957] predictions:    9750/  10000 (97.50%), best:    9760/10000 (97.60%), error:       827.39679, best error:       784.20874 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 189.2453155518s, input_fired_time: 1.9409415722, output_fired_time: 1.7205182314, propagate_forward_time: 73.0749816895, propagate_backward_time: 109.3500061035, weight_update_time: 0.1820640117, other_time: 3.1588592529
epoch time: 15.4220657349s, input_fired_time: 0.2354739308, output_fired_time: 0.0000000000, propagate_forward_time: 14.6313533783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552387238
validation[          , genome  6957] predictions:    9754/  10000 (97.54%), best:    9760/10000 (97.60%), error:       808.63110, best error:       784.20874 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 189.0845031738s, input_fired_time: 1.9103206396, output_fired_time: 1.7169868946, propagate_forward_time: 72.9029922485, propagate_backward_time: 109.4699554443, weight_update_time: 0.1803668439, other_time: 3.0842514038
epoch time: 15.2471570969s, input_fired_time: 0.2359553277, output_fired_time: 0.0000000000, propagate_forward_time: 14.4564628601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547389984
validation[          , genome  6957] predictions:    9768/  10000 (97.68%), best:    9760/10000 (97.60%), error:       803.96796, best error:       784.20874 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 189.2906036377s, input_fired_time: 1.9401260614, output_fired_time: 1.7152073383, propagate_forward_time: 73.0143356323, propagate_backward_time: 109.4541091919, weight_update_time: 0.1829944104, other_time: 3.1668243408
epoch time: 15.4240407944s, input_fired_time: 0.2428025752, output_fired_time: 0.0000000000, propagate_forward_time: 14.6117944717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694437027
validation[          , genome  6957] predictions:    9733/  10000 (97.33%), best:    9760/10000 (97.60%), error:       883.78040, best error:       784.20874 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 189.4781646729s, input_fired_time: 1.9642406702, output_fired_time: 1.7277973890, propagate_forward_time: 73.2009735107, propagate_backward_time: 109.3816909790, weight_update_time: 0.1838756204, other_time: 3.2034683228
epoch time: 15.4755821228s, input_fired_time: 0.2409457862, output_fired_time: 0.0000000000, propagate_forward_time: 14.6593875885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752487183
validation[          , genome  6957] predictions:    9735/  10000 (97.35%), best:    9760/10000 (97.60%), error:       854.98639, best error:       784.20874 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 189.6403503418s, input_fired_time: 1.9690791368, output_fired_time: 1.7202982903, propagate_forward_time: 73.1628112793, propagate_backward_time: 109.5949630737, weight_update_time: 0.1834083349, other_time: 3.1931991577
epoch time: 15.4077568054s, input_fired_time: 0.2420217842, output_fired_time: 0.0000000000, propagate_forward_time: 14.5940446854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716905594
validation[          , genome  6957] predictions:    9744/  10000 (97.44%), best:    9760/10000 (97.60%), error:       833.51575, best error:       784.20874 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 188.4214172363s, input_fired_time: 1.9061487913, output_fired_time: 1.7099623680, propagate_forward_time: 72.3688964844, propagate_backward_time: 109.3680725098, weight_update_time: 0.1786883026, other_time: 3.0683441162
epoch time: 15.3954696655s, input_fired_time: 0.2386267632, output_fired_time: 0.0000000000, propagate_forward_time: 14.6041860580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526571274
validation[          , genome  6957] predictions:    9720/  10000 (97.20%), best:    9760/10000 (97.60%), error:       961.94922, best error:       784.20874 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 189.8101348877s, input_fired_time: 1.9662159681, output_fired_time: 1.7267678976, propagate_forward_time: 73.2878646851, propagate_backward_time: 109.6321716309, weight_update_time: 0.1837693453, other_time: 3.1971206665
epoch time: 15.3754186630s, input_fired_time: 0.2416138202, output_fired_time: 0.0000000000, propagate_forward_time: 14.5656433105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5681619644
validation[          , genome  6957] predictions:    9718/  10000 (97.18%), best:    9760/10000 (97.60%), error:       974.47571, best error:       784.20874 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 189.4165039063s, input_fired_time: 1.9717167616, output_fired_time: 1.7190021276, propagate_forward_time: 73.0655670166, propagate_backward_time: 109.4588394165, weight_update_time: 0.1835902482, other_time: 3.2013778687
epoch time: 15.4900817871s, input_fired_time: 0.2424433827, output_fired_time: 0.0000000000, propagate_forward_time: 14.6857213974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619173050
validation[          , genome  6957] predictions:    9729/  10000 (97.29%), best:    9760/10000 (97.60%), error:       915.89490, best error:       784.20874 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 189.5753326416s, input_fired_time: 1.9703636169, output_fired_time: 1.7215189934, propagate_forward_time: 73.1465606689, propagate_backward_time: 109.5398864746, weight_update_time: 0.1826386899, other_time: 3.1970062256
epoch time: 15.3157215118s, input_fired_time: 0.2410380691, output_fired_time: 0.0000000000, propagate_forward_time: 14.5136022568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610809326
validation[          , genome  6957] predictions:    9727/  10000 (97.27%), best:    9760/10000 (97.60%), error:       927.63263, best error:       784.20874 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 188.7846069336s, input_fired_time: 1.9247549772, output_fired_time: 1.7097115517, propagate_forward_time: 72.7972717285, propagate_backward_time: 109.2692489624, weight_update_time: 0.1809373796, other_time: 3.0836105347
epoch time: 15.3774690628s, input_fired_time: 0.2387664020, output_fired_time: 0.0000000000, propagate_forward_time: 14.5879716873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507307053
validation[          , genome  6957] predictions:    9753/  10000 (97.53%), best:    9760/10000 (97.60%), error:       857.44141, best error:       784.20874 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 188.4444122314s, input_fired_time: 1.9475872517, output_fired_time: 1.7072644234, propagate_forward_time: 72.5783462524, propagate_backward_time: 109.0678024292, weight_update_time: 0.1827722788, other_time: 3.1434173584
epoch time: 15.4878988266s, input_fired_time: 0.2445103228, output_fired_time: 0.0000000000, propagate_forward_time: 14.6704521179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5729360580
validation[          , genome  6957] predictions:    9712/  10000 (97.12%), best:    9760/10000 (97.60%), error:       894.56525, best error:       784.20874 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 189.7968902588s, input_fired_time: 1.9660574198, output_fired_time: 1.7274916172, propagate_forward_time: 73.3541870117, propagate_backward_time: 109.5440902710, weight_update_time: 0.1848022193, other_time: 3.2050552368
epoch time: 15.3325061798s, input_fired_time: 0.2414570749, output_fired_time: 0.0000000000, propagate_forward_time: 14.5198888779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5711603165
validation[          , genome  6957] predictions:    9650/  10000 (96.50%), best:    9760/10000 (97.60%), error:      1118.05469, best error:       784.20874 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 188.8654022217s, input_fired_time: 1.9136942625, output_fired_time: 1.7182149887, propagate_forward_time: 72.9021682739, propagate_backward_time: 109.2622451782, weight_update_time: 0.1797741801, other_time: 3.0690765381
epoch time: 15.2114038467s, input_fired_time: 0.2368698567, output_fired_time: 0.0000000000, propagate_forward_time: 14.4184045792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5561294556
validation[          , genome  6957] predictions:    9748/  10000 (97.48%), best:    9760/10000 (97.60%), error:       830.70398, best error:       784.20874 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 189.1850433350s, input_fired_time: 1.9602813721, output_fired_time: 1.7082326412, propagate_forward_time: 72.9037170410, propagate_backward_time: 109.4116363525, weight_update_time: 0.1840460598, other_time: 3.2011718750
epoch time: 15.4398641586s, input_fired_time: 0.2425449342, output_fired_time: 0.0000000000, propagate_forward_time: 14.6223192215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5749998093
validation[          , genome  6957] predictions:    9756/  10000 (97.56%), best:    9760/10000 (97.60%), error:       842.30066, best error:       784.20874 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 189.3976135254s, input_fired_time: 1.9723315239, output_fired_time: 1.7134611607, propagate_forward_time: 73.0558700562, propagate_backward_time: 109.4547576904, weight_update_time: 0.1845978945, other_time: 3.2011947632
epoch time: 15.4283599854s, input_fired_time: 0.2418385446, output_fired_time: 0.0000000000, propagate_forward_time: 14.6146669388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5718545914
validation[          , genome  6957] predictions:    9701/  10000 (97.01%), best:    9760/10000 (97.60%), error:       987.07483, best error:       784.20874 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 189.5322113037s, input_fired_time: 1.9263132811, output_fired_time: 1.7262499332, propagate_forward_time: 73.3321228027, propagate_backward_time: 109.4694671631, weight_update_time: 0.1803226769, other_time: 3.0780487061
epoch time: 15.4814243317s, input_fired_time: 0.2391247451, output_fired_time: 0.0000000000, propagate_forward_time: 14.6879854202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543146133
validation[          , genome  6957] predictions:    9744/  10000 (97.44%), best:    9760/10000 (97.60%), error:       859.08301, best error:       784.20874 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 189.9139251709s, input_fired_time: 1.9726988077, output_fired_time: 1.7288587093, propagate_forward_time: 73.4103851318, propagate_backward_time: 109.5963745117, weight_update_time: 0.1845214069, other_time: 3.2056121826
epoch time: 15.4196290970s, input_fired_time: 0.2411772758, output_fired_time: 0.0000000000, propagate_forward_time: 14.6229028702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555486679
validation[          , genome  6957] predictions:    9715/  10000 (97.15%), best:    9760/10000 (97.60%), error:       925.78674, best error:       784.20874 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 189.3806152344s, input_fired_time: 1.9544523954, output_fired_time: 1.7231143713, propagate_forward_time: 73.1871566772, propagate_backward_time: 109.3626556396, weight_update_time: 0.1818560958, other_time: 3.1532363892
epoch time: 15.3786430359s, input_fired_time: 0.2403729260, output_fired_time: 0.0000000000, propagate_forward_time: 14.5889987946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492715836
validation[          , genome  6957] predictions:    9749/  10000 (97.49%), best:    9760/10000 (97.60%), error:       836.78296, best error:       784.20874 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 189.0794982910s, input_fired_time: 1.9254144430, output_fired_time: 1.7145022154, propagate_forward_time: 72.8964462280, propagate_backward_time: 109.4679260254, weight_update_time: 0.1797868758, other_time: 3.0752029419
epoch time: 15.2617254257s, input_fired_time: 0.2397706807, output_fired_time: 0.0000000000, propagate_forward_time: 14.4723501205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5496044159
validation[          , genome  6957] predictions:    9742/  10000 (97.42%), best:    9760/10000 (97.60%), error:       816.73096, best error:       784.20874 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 189.7993621826s, input_fired_time: 1.9325122833, output_fired_time: 1.7260030508, propagate_forward_time: 73.4509353638, propagate_backward_time: 109.6037292480, weight_update_time: 0.1816893667, other_time: 3.0861892700
epoch time: 15.5071849823s, input_fired_time: 0.2402396649, output_fired_time: 0.0000000000, propagate_forward_time: 14.7120447159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549001694
validation[          , genome  6957] predictions:    9722/  10000 (97.22%), best:    9760/10000 (97.60%), error:       892.96155, best error:       784.20874 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 188.8503570557s, input_fired_time: 1.9503798485, output_fired_time: 1.7209517956, propagate_forward_time: 72.9335174561, propagate_backward_time: 109.1122589111, weight_update_time: 0.1828713417, other_time: 3.1332550049
epoch time: 15.1678600311s, input_fired_time: 0.2373752147, output_fired_time: 0.0000000000, propagate_forward_time: 14.3799705505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505142212
validation[          , genome  6957] predictions:    9732/  10000 (97.32%), best:    9760/10000 (97.60%), error:       863.61597, best error:       784.20874 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 189.9972381592s, input_fired_time: 1.9805910587, output_fired_time: 1.7294878960, propagate_forward_time: 73.4250564575, propagate_backward_time: 109.6572341919, weight_update_time: 0.1863701046, other_time: 3.2048645020
epoch time: 15.5021877289s, input_fired_time: 0.2443193793, output_fired_time: 0.0000000000, propagate_forward_time: 14.6833362579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5745325089
validation[          , genome  6957] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       741.10895, best error:       741.10895 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 189.5342864990s, input_fired_time: 1.9747215509, output_fired_time: 1.7243747711, propagate_forward_time: 73.1730194092, propagate_backward_time: 109.4569702148, weight_update_time: 0.1829582006, other_time: 3.2052001953
epoch time: 15.4450120926s, input_fired_time: 0.2448452562, output_fired_time: 0.0000000000, propagate_forward_time: 14.6240320206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5761346817
validation[          , genome  6957] predictions:    9768/  10000 (97.68%), best:    9794/10000 (97.94%), error:       810.39655, best error:       741.10895 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 189.2756652832s, input_fired_time: 1.9422831535, output_fired_time: 1.7159850597, propagate_forward_time: 73.0863723755, propagate_backward_time: 109.4151229858, weight_update_time: 0.1807506680, other_time: 3.1159057617
epoch time: 15.4184169769s, input_fired_time: 0.2443719804, output_fired_time: 0.0000000000, propagate_forward_time: 14.6194496155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545949936
validation[          , genome  6957] predictions:    9730/  10000 (97.30%), best:    9794/10000 (97.94%), error:       941.75153, best error:       741.10895 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 189.2702484131s, input_fired_time: 1.9597506523, output_fired_time: 1.7171527147, propagate_forward_time: 73.0369110107, propagate_backward_time: 109.4146728516, weight_update_time: 0.1828127652, other_time: 3.1417694092
epoch time: 15.4438886642s, input_fired_time: 0.2459653318, output_fired_time: 0.0000000000, propagate_forward_time: 14.6235122681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5744113922
validation[          , genome  6957] predictions:    9779/  10000 (97.79%), best:    9794/10000 (97.94%), error:       744.61755, best error:       741.10895 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 188.8934631348s, input_fired_time: 1.9221131802, output_fired_time: 1.7164318562, propagate_forward_time: 72.9222946167, propagate_backward_time: 109.2642745972, weight_update_time: 0.1810067147, other_time: 3.0683441162
epoch time: 15.3170738220s, input_fired_time: 0.2427688688, output_fired_time: 0.0000000000, propagate_forward_time: 14.5206890106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5536155701
validation[          , genome  6957] predictions:    9664/  10000 (96.64%), best:    9794/10000 (97.94%), error:      1111.21582, best error:       741.10895 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 189.3161773682s, input_fired_time: 1.9677280188, output_fired_time: 1.7225532532, propagate_forward_time: 73.0505523682, propagate_backward_time: 109.3937911987, weight_update_time: 0.1830494553, other_time: 3.1815567017
epoch time: 15.3334751129s, input_fired_time: 0.2419807762, output_fired_time: 0.0000000000, propagate_forward_time: 14.5363311768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551633835
validation[          , genome  6957] predictions:    9758/  10000 (97.58%), best:    9794/10000 (97.94%), error:       801.30835, best error:       741.10895 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 189.4230957031s, input_fired_time: 1.9428430796, output_fired_time: 1.7197605371, propagate_forward_time: 73.1508789063, propagate_backward_time: 109.5044250488, weight_update_time: 0.1810517758, other_time: 3.1051940918
epoch time: 15.3962841034s, input_fired_time: 0.2414002419, output_fired_time: 0.0000000000, propagate_forward_time: 14.6006078720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542764664
validation[          , genome  6957] predictions:    9776/  10000 (97.76%), best:    9794/10000 (97.94%), error:       786.35522, best error:       741.10895 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 189.6059570313s, input_fired_time: 1.9830535650, output_fired_time: 1.7205301523, propagate_forward_time: 73.1078186035, propagate_backward_time: 109.5940399170, weight_update_time: 0.1838487983, other_time: 3.2005157471
epoch time: 15.4375810623s, input_fired_time: 0.2460519820, output_fired_time: 0.0000000000, propagate_forward_time: 14.6183977127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5731315613
validation[          , genome  6957] predictions:    9703/  10000 (97.03%), best:    9794/10000 (97.94%), error:      1000.33386, best error:       741.10895 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 189.4869384766s, input_fired_time: 1.9588062763, output_fired_time: 1.7218710184, propagate_forward_time: 73.1441879272, propagate_backward_time: 109.5242156982, weight_update_time: 0.1819048226, other_time: 3.1378555298
epoch time: 15.4285955429s, input_fired_time: 0.2408150434, output_fired_time: 0.0000000000, propagate_forward_time: 14.6330375671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547428131
validation[          , genome  6957] predictions:    9736/  10000 (97.36%), best:    9794/10000 (97.94%), error:       886.74927, best error:       741.10895 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 189.6740570068s, input_fired_time: 1.9357522726, output_fired_time: 1.7221691608, propagate_forward_time: 73.2978973389, propagate_backward_time: 109.6475906372, weight_update_time: 0.1791910380, other_time: 3.0706558228
epoch time: 15.4328079224s, input_fired_time: 0.2451886088, output_fired_time: 0.0000000000, propagate_forward_time: 14.6363115311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513076782
validation[          , genome  6957] predictions:    9763/  10000 (97.63%), best:    9794/10000 (97.94%), error:       778.96881, best error:       741.10895 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 188.8062591553s, input_fired_time: 1.9403933287, output_fired_time: 1.7208787203, propagate_forward_time: 72.9443054199, propagate_backward_time: 109.1155090332, weight_update_time: 0.1807125360, other_time: 3.0851593018
epoch time: 15.4401731491s, input_fired_time: 0.2450545877, output_fired_time: 0.0000000000, propagate_forward_time: 14.6248731613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702457428
validation[          , genome  6957] predictions:    9717/  10000 (97.17%), best:    9794/10000 (97.94%), error:       907.35248, best error:       741.10895 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 189.3825531006s, input_fired_time: 1.9848452806, output_fired_time: 1.7228399515, propagate_forward_time: 73.0734863281, propagate_backward_time: 109.4022979736, weight_update_time: 0.1849778444, other_time: 3.1990814209
epoch time: 15.5256986618s, input_fired_time: 0.2467982173, output_fired_time: 0.0000000000, propagate_forward_time: 14.6925592422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863409042
validation[          , genome  6957] predictions:    9763/  10000 (97.63%), best:    9794/10000 (97.94%), error:       798.56146, best error:       741.10895 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 189.6700744629s, input_fired_time: 1.9269177914, output_fired_time: 1.7240906954, propagate_forward_time: 73.2501144409, propagate_backward_time: 109.6983413696, weight_update_time: 0.1796336174, other_time: 3.0706176758
epoch time: 15.3902721405s, input_fired_time: 0.2443330586, output_fired_time: 0.0000000000, propagate_forward_time: 14.5915060043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5544328690
validation[          , genome  6957] predictions:    9733/  10000 (97.33%), best:    9794/10000 (97.94%), error:       856.72968, best error:       741.10895 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 189.2710723877s, input_fired_time: 1.9433451891, output_fired_time: 1.7208300829, propagate_forward_time: 73.1170425415, propagate_backward_time: 109.3917083740, weight_update_time: 0.1811995655, other_time: 3.0981521606
epoch time: 15.3729925156s, input_fired_time: 0.2403635830, output_fired_time: 0.0000000000, propagate_forward_time: 14.5763177872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563116074
validation[          , genome  6957] predictions:    9737/  10000 (97.37%), best:    9794/10000 (97.94%), error:       880.10199, best error:       741.10895 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 189.3235321045s, input_fired_time: 1.9803164005, output_fired_time: 1.7219625711, propagate_forward_time: 73.1044540405, propagate_backward_time: 109.3135910034, weight_update_time: 0.1842083186, other_time: 3.2032012939
epoch time: 15.5134773254s, input_fired_time: 0.2451604605, output_fired_time: 0.0000000000, propagate_forward_time: 14.7142114639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541057587
validation[          , genome  6957] predictions:    9732/  10000 (97.32%), best:    9794/10000 (97.94%), error:       883.69043, best error:       741.10895 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 189.2603607178s, input_fired_time: 1.9817633629, output_fired_time: 1.7122976780, propagate_forward_time: 72.9161529541, propagate_backward_time: 109.4778137207, weight_update_time: 0.1818954796, other_time: 3.1723327637
epoch time: 15.4257440567s, input_fired_time: 0.2481202930, output_fired_time: 0.0000000000, propagate_forward_time: 14.6037864685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738372803
validation[          , genome  6957] predictions:    9737/  10000 (97.37%), best:    9794/10000 (97.94%), error:       868.52905, best error:       741.10895 on epoch:    85, 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: 77.1006011963s, input_fired_time: 1.2096800804, output_fired_time: 0.0000000000, propagate_forward_time: 73.0632171631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8277053833
best training[          , genome  6957] predictions:   49761/  50000 (99.52%), best:    9794/10000 (97.94%), error:      1127.89294, best error:       741.10895 on epoch:    85, 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: 15.3980016708s, input_fired_time: 0.2393042147, output_fired_time: 0.0000000000, propagate_forward_time: 14.6054878235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532093048
   testing[          , genome  6957] predictions:    9796/  10000 (97.96%), best:    9794/10000 (97.94%), error:       685.74927, best error:       741.10895 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:12:07 (3884): called boinc_finish(0)

</stderr_txt>
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