Nameexact_genome_1512568488_43_7135_1
Workunit2606961
Created8 Dec 2017, 0:03:03 UTC
Sent8 Dec 2017, 0:10:07 UTC
Report deadline23 Dec 2017, 3:38:24 UTC
Received8 Dec 2017, 8:10:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57590
Run time5 hours 36 min 26 sec
CPU time5 hours 36 min 26 sec
Validate stateValid
Credit3,786.16
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size154.30 MB
Peak swap size155.02 MB
Peak disk usage1.54 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
fired_time: 0.1819019914, output_fired_time: 0.0000000000, propagate_forward_time: 15.4769144058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372762680
validation[          , genome  7135] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       777.13690, best error:       771.40350 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 192.6400909424s, input_fired_time: 1.7832508087, output_fired_time: 1.2013367414, propagate_forward_time: 82.3570251465, propagate_backward_time: 104.2330627441, weight_update_time: 0.1932775825, other_time: 3.0654144287
epoch time: 16.1751518250s, input_fired_time: 0.1824051440, output_fired_time: 0.0000000000, propagate_forward_time: 15.4517755508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409708023
validation[          , genome  7135] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       753.89685, best error:       753.89685 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 183.3746490479s, input_fired_time: 1.7689329386, output_fired_time: 1.1970008612, propagate_forward_time: 77.2156829834, propagate_backward_time: 100.1514129639, weight_update_time: 0.1938698590, other_time: 3.0416107178
epoch time: 16.1749858856s, input_fired_time: 0.1811512560, output_fired_time: 0.0000000000, propagate_forward_time: 15.4511642456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426702499
validation[          , genome  7135] predictions:    9695/  10000 (96.95%), best:    9790/10000 (97.90%), error:       936.27106, best error:       753.89685 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 184.3112335205s, input_fired_time: 1.8345574141, output_fired_time: 1.2076342106, propagate_forward_time: 77.5330352783, propagate_backward_time: 100.6154632568, weight_update_time: 0.1953138113, other_time: 3.1205291748
epoch time: 16.1835517883s, input_fired_time: 0.1819777489, output_fired_time: 0.0000000000, propagate_forward_time: 15.4553718567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5462017059
validation[          , genome  7135] predictions:    9757/  10000 (97.57%), best:    9790/10000 (97.90%), error:       818.10431, best error:       753.89685 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 184.1030578613s, input_fired_time: 1.7889335155, output_fired_time: 1.2392770052, propagate_forward_time: 77.4933013916, propagate_backward_time: 100.4795227051, weight_update_time: 0.1962584406, other_time: 3.1020202637
epoch time: 16.1863517761s, input_fired_time: 0.1820236146, output_fired_time: 0.0000000000, propagate_forward_time: 15.4609975815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433301926
validation[          , genome  7135] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       691.38373, best error:       691.38373 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 183.2841033936s, input_fired_time: 1.7526718378, output_fired_time: 1.1920361519, propagate_forward_time: 77.2093658447, propagate_backward_time: 100.1620635986, weight_update_time: 0.1910761595, other_time: 2.9679718018
epoch time: 16.1872749329s, input_fired_time: 0.1824761033, output_fired_time: 0.0000000000, propagate_forward_time: 15.4554958344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493030548
validation[          , genome  7135] predictions:    9753/  10000 (97.53%), best:    9790/10000 (97.90%), error:       807.47247, best error:       691.38373 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 183.4013061523s, input_fired_time: 1.7715893984, output_fired_time: 1.1965467930, propagate_forward_time: 77.2403945923, propagate_backward_time: 100.1798934937, weight_update_time: 0.1932187825, other_time: 3.0128784180
epoch time: 16.1528282166s, input_fired_time: 0.1780073643, output_fired_time: 0.0000000000, propagate_forward_time: 15.4474058151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274152756
validation[          , genome  7135] predictions:    9694/  10000 (96.94%), best:    9790/10000 (97.90%), error:       986.00146, best error:       691.38373 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 183.4499359131s, input_fired_time: 1.7751061916, output_fired_time: 1.1968431473, propagate_forward_time: 77.2284317017, propagate_backward_time: 100.2260513306, weight_update_time: 0.1936625540, other_time: 3.0235137939
epoch time: 16.1748733521s, input_fired_time: 0.1830742061, output_fired_time: 0.0000000000, propagate_forward_time: 15.4506397247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411596298
validation[          , genome  7135] predictions:    9778/  10000 (97.78%), best:    9790/10000 (97.90%), error:       737.35779, best error:       691.38373 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 184.1507720947s, input_fired_time: 1.7943643332, output_fired_time: 1.2159096003, propagate_forward_time: 77.5832519531, propagate_backward_time: 100.4737472534, weight_update_time: 0.1957772076, other_time: 3.0835037231
epoch time: 16.1930885315s, input_fired_time: 0.1802133620, output_fired_time: 0.0000000000, propagate_forward_time: 15.4760379791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368366241
validation[          , genome  7135] predictions:    9787/  10000 (97.87%), best:    9790/10000 (97.90%), error:       730.60907, best error:       691.38373 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 183.4165191650s, input_fired_time: 1.7752623558, output_fired_time: 1.1968989372, propagate_forward_time: 77.2244720459, propagate_backward_time: 100.1968688965, weight_update_time: 0.1935305744, other_time: 3.0230102539
epoch time: 16.1738948822s, input_fired_time: 0.1814453602, output_fired_time: 0.0000000000, propagate_forward_time: 15.4536113739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388383865
validation[          , genome  7135] predictions:    9783/  10000 (97.83%), best:    9790/10000 (97.90%), error:       745.43744, best error:       691.38373 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 183.4554138184s, input_fired_time: 1.7829443216, output_fired_time: 1.1995458603, propagate_forward_time: 77.2412948608, propagate_backward_time: 100.1844406128, weight_update_time: 0.1944053173, other_time: 3.0471954346
epoch time: 16.1273059845s, input_fired_time: 0.1745698303, output_fired_time: 0.0000000000, propagate_forward_time: 15.4383544922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143814087
validation[          , genome  7135] predictions:    9764/  10000 (97.64%), best:    9790/10000 (97.90%), error:       774.71204, best error:       691.38373 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 183.5435485840s, input_fired_time: 1.7775976658, output_fired_time: 1.1982223988, propagate_forward_time: 77.3215103149, propagate_backward_time: 100.2109909058, weight_update_time: 0.1940686852, other_time: 3.0352172852
epoch time: 16.1819877625s, input_fired_time: 0.1810628921, output_fired_time: 0.0000000000, propagate_forward_time: 15.4597711563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411539078
validation[          , genome  7135] predictions:    9789/  10000 (97.89%), best:    9790/10000 (97.90%), error:       744.42328, best error:       691.38373 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 183.5831451416s, input_fired_time: 1.7807914019, output_fired_time: 1.1958615780, propagate_forward_time: 77.3545303345, propagate_backward_time: 100.2427139282, weight_update_time: 0.1944155693, other_time: 3.0092468262
epoch time: 16.2115688324s, input_fired_time: 0.1894264370, output_fired_time: 0.0000000000, propagate_forward_time: 15.4688959122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532464981
validation[          , genome  7135] predictions:    9800/  10000 (98.00%), best:    9790/10000 (97.90%), error:       701.58588, best error:       691.38373 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 183.5438690186s, input_fired_time: 1.7976446152, output_fired_time: 1.2027823925, propagate_forward_time: 77.2672958374, propagate_backward_time: 100.2088470459, weight_update_time: 0.1954749525, other_time: 3.0672988892
epoch time: 16.1992225647s, input_fired_time: 0.1876420975, output_fired_time: 0.0000000000, propagate_forward_time: 15.4586257935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529556274
validation[          , genome  7135] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       676.78705, best error:       676.78705 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 311.9968261719s, input_fired_time: 1.8032032251, output_fired_time: 1.2042341232, propagate_forward_time: 90.4994964600, propagate_backward_time: 215.4036865234, weight_update_time: 0.1962126791, other_time: 3.0862274170
epoch time: 16.1741218567s, input_fired_time: 0.1771268547, output_fired_time: 0.0000000000, propagate_forward_time: 15.4791574478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178375244
validation[          , genome  7135] predictions:    9772/  10000 (97.72%), best:    9793/10000 (97.93%), error:       705.75427, best error:       676.78705 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 183.5460357666s, input_fired_time: 1.7943069935, output_fired_time: 1.2022995949, propagate_forward_time: 77.2668609619, propagate_backward_time: 100.2197875977, weight_update_time: 0.1955357045, other_time: 3.0627746582
epoch time: 16.1778602600s, input_fired_time: 0.1845323741, output_fired_time: 0.0000000000, propagate_forward_time: 15.4518299103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414981842
validation[          , genome  7135] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       655.49097, best error:       655.49097 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 237.8719024658s, input_fired_time: 1.8001265526, output_fired_time: 4.2052106857, propagate_forward_time: 119.3930816650, propagate_backward_time: 108.4019546509, weight_update_time: 0.1955409944, other_time: 4.0715255737
epoch time: 24.2779083252s, input_fired_time: 0.1860235780, output_fired_time: 0.0000000000, propagate_forward_time: 22.5412654877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5506191254
validation[          , genome  7135] predictions:    9771/  10000 (97.71%), best:    9801/10000 (98.01%), error:       763.70770, best error:       655.49097 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 254.9665679932s, input_fired_time: 1.7890108824, output_fired_time: 2.1986157894, propagate_forward_time: 85.4534149170, propagate_backward_time: 162.4936981201, weight_update_time: 0.1941680163, other_time: 3.0318298340
epoch time: 17.2149353027s, input_fired_time: 0.1869411767, output_fired_time: 0.0000000000, propagate_forward_time: 16.4750041962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529899597
validation[          , genome  7135] predictions:    9761/  10000 (97.61%), best:    9801/10000 (98.01%), error:       766.01544, best error:       655.49097 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 331.9655456543s, input_fired_time: 1.7988399267, output_fired_time: 1.2028280497, propagate_forward_time: 171.4786224365, propagate_backward_time: 154.4643707275, weight_update_time: 0.1934452057, other_time: 3.0209045410
epoch time: 17.1679077148s, input_fired_time: 0.1820408106, output_fired_time: 0.0000000000, propagate_forward_time: 16.4572086334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286579132
validation[          , genome  7135] predictions:    9783/  10000 (97.83%), best:    9801/10000 (98.01%), error:       692.92163, best error:       655.49097 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 220.8600921631s, input_fired_time: 1.8089970350, output_fired_time: 1.2050766945, propagate_forward_time: 82.3645019531, propagate_backward_time: 132.3876190186, weight_update_time: 0.1962248981, other_time: 3.0939025879
epoch time: 16.2046756744s, input_fired_time: 0.1873756647, output_fired_time: 0.0000000000, propagate_forward_time: 15.4640121460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532875061
validation[          , genome  7135] predictions:    9783/  10000 (97.83%), best:    9801/10000 (98.01%), error:       720.34424, best error:       655.49097 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 183.3260192871s, input_fired_time: 1.7699093819, output_fired_time: 1.1924222708, propagate_forward_time: 77.2159500122, propagate_backward_time: 100.1691055298, weight_update_time: 0.1916911006, other_time: 2.9786224365
epoch time: 16.2190036774s, input_fired_time: 0.1864906400, output_fired_time: 0.0000000000, propagate_forward_time: 15.4796009064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529117584
validation[          , genome  7135] predictions:    9800/  10000 (98.00%), best:    9801/10000 (98.01%), error:       703.28241, best error:       655.49097 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 183.5887298584s, input_fired_time: 1.8049989939, output_fired_time: 1.2023501396, propagate_forward_time: 77.2716064453, propagate_backward_time: 100.2445907593, weight_update_time: 0.1957712620, other_time: 3.0651931763
epoch time: 16.1912975311s, input_fired_time: 0.1862635016, output_fired_time: 0.0000000000, propagate_forward_time: 15.4568586349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481748581
validation[          , genome  7135] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       654.19000, best error:       654.19000 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 203.6238555908s, input_fired_time: 1.7935843468, output_fired_time: 1.1989799738, propagate_forward_time: 79.3279647827, propagate_backward_time: 118.2723312378, weight_update_time: 0.1934543401, other_time: 3.0310058594
epoch time: 16.2213840485s, input_fired_time: 0.1863085032, output_fired_time: 0.0000000000, propagate_forward_time: 15.4804668427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5546092987
validation[          , genome  7135] predictions:    9708/  10000 (97.08%), best:    9803/10000 (98.03%), error:       954.68677, best error:       654.19000 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 183.4770965576s, input_fired_time: 1.7874732018, output_fired_time: 1.1975705624, propagate_forward_time: 77.2655487061, propagate_backward_time: 100.2062530518, weight_update_time: 0.1932391077, other_time: 3.0202484131
epoch time: 16.2152233124s, input_fired_time: 0.1851746887, output_fired_time: 0.0000000000, propagate_forward_time: 15.4861097336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439386368
validation[          , genome  7135] predictions:    9783/  10000 (97.83%), best:    9803/10000 (98.03%), error:       678.21191, best error:       654.19000 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 183.7504272461s, input_fired_time: 1.8109663725, output_fired_time: 1.2035062313, propagate_forward_time: 77.3287582397, propagate_backward_time: 100.3242797852, weight_update_time: 0.1961589307, other_time: 3.0829238892
epoch time: 16.2004928589s, input_fired_time: 0.1899802238, output_fired_time: 0.0000000000, propagate_forward_time: 15.4593458176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511674881
validation[          , genome  7135] predictions:    9760/  10000 (97.60%), best:    9803/10000 (98.03%), error:       816.91626, best error:       654.19000 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 183.6923675537s, input_fired_time: 1.8153195381, output_fired_time: 1.2038794756, propagate_forward_time: 77.3059539795, propagate_backward_time: 100.2785034180, weight_update_time: 0.1959460080, other_time: 3.0887145996
epoch time: 16.2312889099s, input_fired_time: 0.1898533702, output_fired_time: 0.0000000000, propagate_forward_time: 15.4893617630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520734787
validation[          , genome  7135] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       635.71283, best error:       635.71283 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 183.6817474365s, input_fired_time: 1.8233485222, output_fired_time: 1.2052404881, propagate_forward_time: 77.3088989258, propagate_backward_time: 100.2589874268, weight_update_time: 0.1963938773, other_time: 3.0852661133
epoch time: 16.2021961212s, input_fired_time: 0.1892299652, output_fired_time: 0.0000000000, propagate_forward_time: 15.4613971710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515689850
validation[          , genome  7135] predictions:    9761/  10000 (97.61%), best:    9802/10000 (98.02%), error:       747.61395, best error:       635.71283 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 183.5699157715s, input_fired_time: 1.8121061325, output_fired_time: 1.2025636435, propagate_forward_time: 77.2708282471, propagate_backward_time: 100.2258605957, weight_update_time: 0.1947699785, other_time: 3.0585632324
epoch time: 16.2559242249s, input_fired_time: 0.1897229254, output_fired_time: 0.0000000000, propagate_forward_time: 15.5138597488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523424149
validation[          , genome  7135] predictions:    9798/  10000 (97.98%), best:    9802/10000 (98.02%), error:       687.16449, best error:       635.71283 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 183.5711669922s, input_fired_time: 1.8033171892, output_fired_time: 1.1999491453, propagate_forward_time: 77.2696533203, propagate_backward_time: 100.2576370239, weight_update_time: 0.1942771673, other_time: 3.0406112671
epoch time: 16.1765022278s, input_fired_time: 0.1854914278, output_fired_time: 0.0000000000, propagate_forward_time: 15.4550771713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359334946
validation[          , genome  7135] predictions:    9770/  10000 (97.70%), best:    9802/10000 (98.02%), error:       717.96997, best error:       635.71283 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 183.5182342529s, input_fired_time: 1.7998605967, output_fired_time: 1.1988794804, propagate_forward_time: 77.2813568115, propagate_backward_time: 100.1950149536, weight_update_time: 0.1938767433, other_time: 3.0431137085
epoch time: 16.1982231140s, input_fired_time: 0.1878515929, output_fired_time: 0.0000000000, propagate_forward_time: 15.4629230499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474491119
validation[          , genome  7135] predictions:    9783/  10000 (97.83%), best:    9802/10000 (98.02%), error:       730.96863, best error:       635.71283 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 183.6282653809s, input_fired_time: 1.8194895983, output_fired_time: 1.2053313255, propagate_forward_time: 77.2721481323, propagate_backward_time: 100.2342605591, weight_update_time: 0.1972120255, other_time: 3.0970306396
epoch time: 16.1516246796s, input_fired_time: 0.1811722815, output_fired_time: 0.0000000000, propagate_forward_time: 15.4469547272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5234975815
validation[          , genome  7135] predictions:    9754/  10000 (97.54%), best:    9802/10000 (98.02%), error:       825.33173, best error:       635.71283 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 259.6552429199s, input_fired_time: 1.8226113319, output_fired_time: 1.2048951387, propagate_forward_time: 153.2933044434, propagate_backward_time: 100.2383499146, weight_update_time: 0.1968188137, other_time: 3.0960922241
epoch time: 28.2777023315s, input_fired_time: 0.1925460845, output_fired_time: 0.0000000000, propagate_forward_time: 27.5300540924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551013947
validation[          , genome  7135] predictions:    9726/  10000 (97.26%), best:    9802/10000 (98.02%), error:       909.59619, best error:       635.71283 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 234.1803894043s, input_fired_time: 1.8231754303, output_fired_time: 1.2091751099, propagate_forward_time: 93.5177307129, propagate_backward_time: 134.5364074707, weight_update_time: 0.1964076906, other_time: 3.0939025879
epoch time: 16.1631183624s, input_fired_time: 0.1841743737, output_fired_time: 0.0000000000, propagate_forward_time: 15.4466447830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322990417
validation[          , genome  7135] predictions:    9791/  10000 (97.91%), best:    9802/10000 (98.02%), error:       662.31830, best error:       635.71283 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 206.9064788818s, input_fired_time: 1.8207945824, output_fired_time: 1.2395681143, propagate_forward_time: 84.7224273682, propagate_backward_time: 116.0306015015, weight_update_time: 0.1956806481, other_time: 3.0930862427
epoch time: 16.1644096375s, input_fired_time: 0.1858522445, output_fired_time: 0.0000000000, propagate_forward_time: 15.4459810257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325765610
validation[          , genome  7135] predictions:    9796/  10000 (97.96%), best:    9802/10000 (98.02%), error:       674.23889, best error:       635.71283 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 183.6153869629s, input_fired_time: 1.8019127846, output_fired_time: 1.1981558800, propagate_forward_time: 77.3438262939, propagate_backward_time: 100.2232589722, weight_update_time: 0.1942015439, other_time: 3.0482406616
epoch time: 16.2201290131s, input_fired_time: 0.1879431456, output_fired_time: 0.0000000000, propagate_forward_time: 15.4907970428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413894653
validation[          , genome  7135] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       627.81195, best error:       627.81195 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 183.9525604248s, input_fired_time: 1.8126494884, output_fired_time: 1.2008007765, propagate_forward_time: 77.4319992065, propagate_backward_time: 100.4465942383, weight_update_time: 0.1947152019, other_time: 3.0605087280
epoch time: 16.1974334717s, input_fired_time: 0.1843995303, output_fired_time: 0.0000000000, propagate_forward_time: 15.4843626022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286722183
validation[          , genome  7135] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       583.28339, best error:       583.28339 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 183.5637969971s, input_fired_time: 1.8154209852, output_fired_time: 1.2028312683, propagate_forward_time: 77.2514190674, propagate_backward_time: 100.2160949707, weight_update_time: 0.1957546026, other_time: 3.0780334473
epoch time: 16.2234325409s, input_fired_time: 0.1911477149, output_fired_time: 0.0000000000, propagate_forward_time: 15.4748067856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574789047
validation[          , genome  7135] predictions:    9810/  10000 (98.10%), best:    9812/10000 (98.12%), error:       628.40698, best error:       583.28339 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 183.5156707764s, input_fired_time: 1.8052941561, output_fired_time: 1.1995300055, propagate_forward_time: 77.2398986816, propagate_backward_time: 100.2181701660, weight_update_time: 0.1944276392, other_time: 3.0527801514
epoch time: 16.2015724182s, input_fired_time: 0.1878871322, output_fired_time: 0.0000000000, propagate_forward_time: 15.4774427414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362424850
validation[          , genome  7135] predictions:    9784/  10000 (97.84%), best:    9812/10000 (98.12%), error:       674.92950, best error:       583.28339 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 183.1284027100s, input_fired_time: 1.7601671219, output_fired_time: 1.1832535267, propagate_forward_time: 77.1720581055, propagate_backward_time: 100.1041488647, weight_update_time: 0.1881378293, other_time: 2.9087753296
epoch time: 16.1863327026s, input_fired_time: 0.1824796945, output_fired_time: 0.0000000000, propagate_forward_time: 15.4844951630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5193576813
validation[          , genome  7135] predictions:    9820/  10000 (98.20%), best:    9812/10000 (98.12%), error:       599.89581, best error:       583.28339 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 184.2145080566s, input_fired_time: 1.7731225491, output_fired_time: 1.1871370077, propagate_forward_time: 77.2035140991, propagate_backward_time: 101.1017303467, weight_update_time: 0.1903122514, other_time: 2.9490127563
epoch time: 16.1860618591s, input_fired_time: 0.1828847080, output_fired_time: 0.0000000000, propagate_forward_time: 15.4743251801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288524628
validation[          , genome  7135] predictions:    9764/  10000 (97.64%), best:    9812/10000 (98.12%), error:       772.57440, best error:       583.28339 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 183.1654663086s, input_fired_time: 1.7746871710, output_fired_time: 1.1870584488, propagate_forward_time: 77.1761550903, propagate_backward_time: 100.0913772583, weight_update_time: 0.1900914758, other_time: 2.9361877441
epoch time: 16.1333141327s, input_fired_time: 0.1813098639, output_fired_time: 0.0000000000, propagate_forward_time: 15.4336977005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183067322
validation[          , genome  7135] predictions:    9785/  10000 (97.85%), best:    9812/10000 (98.12%), error:       710.53992, best error:       583.28339 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 186.4825897217s, input_fired_time: 1.7756314278, output_fired_time: 1.1881172657, propagate_forward_time: 80.3154983521, propagate_backward_time: 100.2451629639, weight_update_time: 0.1917489171, other_time: 2.9581832886
epoch time: 16.1363048553s, input_fired_time: 0.1824050993, output_fired_time: 0.0000000000, propagate_forward_time: 15.4376688004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162305832
validation[          , genome  7135] predictions:    9804/  10000 (98.04%), best:    9812/10000 (98.12%), error:       662.11230, best error:       583.28339 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 210.1055603027s, input_fired_time: 1.7654129267, output_fired_time: 1.1852068901, propagate_forward_time: 104.1645736694, propagate_backward_time: 100.0760040283, weight_update_time: 0.1892264038, other_time: 2.9143600464
epoch time: 16.1555366516s, input_fired_time: 0.1814883798, output_fired_time: 0.0000000000, propagate_forward_time: 15.4548950195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191535950
validation[          , genome  7135] predictions:    9776/  10000 (97.76%), best:    9812/10000 (98.12%), error:       728.45416, best error:       583.28339 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 183.1550903320s, input_fired_time: 1.7680339813, output_fired_time: 1.1861593723, propagate_forward_time: 77.2002639771, propagate_backward_time: 100.0691299438, weight_update_time: 0.1894797683, other_time: 2.9315032959
epoch time: 16.1633472443s, input_fired_time: 0.1844541281, output_fired_time: 0.0000000000, propagate_forward_time: 15.4401159286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387773514
validation[          , genome  7135] predictions:    9806/  10000 (98.06%), best:    9812/10000 (98.12%), error:       652.59180, best error:       583.28339 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 199.5527801514s, input_fired_time: 1.7782092094, output_fired_time: 1.1898268461, propagate_forward_time: 82.3005218506, propagate_backward_time: 111.3105468750, weight_update_time: 0.1912379414, other_time: 2.9736785889
epoch time: 16.1491622925s, input_fired_time: 0.1836854368, output_fired_time: 0.0000000000, propagate_forward_time: 15.4408254623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246515274
validation[          , genome  7135] predictions:    9789/  10000 (97.89%), best:    9812/10000 (98.12%), error:       678.00623, best error:       583.28339 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 186.2882537842s, input_fired_time: 1.7788583040, output_fired_time: 1.1914627552, propagate_forward_time: 77.1893386841, propagate_backward_time: 103.1583633423, weight_update_time: 0.1911685318, other_time: 2.9702301025
epoch time: 16.1831760406s, input_fired_time: 0.1857318133, output_fired_time: 0.0000000000, propagate_forward_time: 15.4656038284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318403244
validation[          , genome  7135] predictions:    9809/  10000 (98.09%), best:    9812/10000 (98.12%), error:       638.48505, best error:       583.28339 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 183.3961944580s, input_fired_time: 1.7828757763, output_fired_time: 1.1873983145, propagate_forward_time: 77.2216720581, propagate_backward_time: 100.1745605469, weight_update_time: 0.1909774393, other_time: 3.0296859741
epoch time: 16.1507244110s, input_fired_time: 0.1837089360, output_fired_time: 0.0000000000, propagate_forward_time: 15.4417858124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252294540
validation[          , genome  7135] predictions:    9705/  10000 (97.05%), best:    9812/10000 (98.12%), error:       920.09735, best error:       583.28339 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 189.0338134766s, input_fired_time: 1.7643736601, output_fired_time: 1.1823134422, propagate_forward_time: 83.1538085938, propagate_backward_time: 100.0576705933, weight_update_time: 0.1874603033, other_time: 2.8756484985
epoch time: 18.2071475983s, input_fired_time: 0.1865059286, output_fired_time: 0.0000000000, propagate_forward_time: 17.4841136932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365276337
validation[          , genome  7135] predictions:    9820/  10000 (98.20%), best:    9812/10000 (98.12%), error:       584.10413, best error:       583.28339 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 183.2743530273s, input_fired_time: 1.7792699337, output_fired_time: 1.1879934072, propagate_forward_time: 77.2683715820, propagate_backward_time: 100.0933074951, weight_update_time: 0.1900934726, other_time: 2.9454193115
epoch time: 16.1527442932s, input_fired_time: 0.1835795045, output_fired_time: 0.0000000000, propagate_forward_time: 15.4450693130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240955353
validation[          , genome  7135] predictions:    9825/  10000 (98.25%), best:    9812/10000 (98.12%), error:       597.88928, best error:       583.28339 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 183.1774597168s, input_fired_time: 1.7713549137, output_fired_time: 1.1853988171, propagate_forward_time: 77.1939773560, propagate_backward_time: 100.0948944092, weight_update_time: 0.1895577908, other_time: 2.9318313599
epoch time: 64.1946258545s, input_fired_time: 0.1842535138, output_fired_time: 0.0000000000, propagate_forward_time: 62.4758758545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5345001221
validation[          , genome  7135] predictions:    9746/  10000 (97.46%), best:    9812/10000 (98.12%), error:       834.68384, best error:       583.28339 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 194.6929626465s, input_fired_time: 1.7939391136, output_fired_time: 1.1908601522, propagate_forward_time: 83.3959045410, propagate_backward_time: 105.3455429077, weight_update_time: 0.1907412857, other_time: 2.9667129517
epoch time: 16.1936225891s, input_fired_time: 0.1852959096, output_fired_time: 0.0000000000, propagate_forward_time: 15.4797039032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286235809
validation[          , genome  7135] predictions:    9811/  10000 (98.11%), best:    9812/10000 (98.12%), error:       661.79291, best error:       583.28339 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 183.2720794678s, input_fired_time: 1.7826842070, output_fired_time: 1.1892062426, propagate_forward_time: 77.2130432129, propagate_backward_time: 100.1371841431, weight_update_time: 0.1906198561, other_time: 2.9499588013
epoch time: 16.1551074982s, input_fired_time: 0.1846913099, output_fired_time: 0.0000000000, propagate_forward_time: 15.4432592392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5271568298
validation[          , genome  7135] predictions:    9819/  10000 (98.19%), best:    9812/10000 (98.12%), error:       597.75458, best error:       583.28339 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 220.0831604004s, input_fired_time: 1.8168387413, output_fired_time: 1.1994762421, propagate_forward_time: 98.9420471191, propagate_backward_time: 113.1072311401, weight_update_time: 0.1931025237, other_time: 5.0175704956
epoch time: 16.1539211273s, input_fired_time: 0.1862878650, output_fired_time: 0.0000000000, propagate_forward_time: 15.4411993027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264339447
validation[          , genome  7135] predictions:    9828/  10000 (98.28%), best:    9812/10000 (98.12%), error:       592.22028, best error:       583.28339 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 183.5140075684s, input_fired_time: 1.8037203550, output_fired_time: 1.1929256916, propagate_forward_time: 77.2647857666, propagate_backward_time: 100.2249755859, weight_update_time: 0.1933016032, other_time: 3.0275878906
epoch time: 16.1943855286s, input_fired_time: 0.1928561032, output_fired_time: 0.0000000000, propagate_forward_time: 15.4526987076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488309860
validation[          , genome  7135] predictions:    9815/  10000 (98.15%), best:    9812/10000 (98.12%), error:       593.60492, best error:       583.28339 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 183.5030059814s, input_fired_time: 1.8135640621, output_fired_time: 1.1962983608, propagate_forward_time: 77.2321166992, propagate_backward_time: 100.1917419434, weight_update_time: 0.1948933899, other_time: 3.0692749023
epoch time: 16.1633949280s, input_fired_time: 0.1860933155, output_fired_time: 0.0000000000, propagate_forward_time: 15.4397182465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375833511
validation[          , genome  7135] predictions:    9717/  10000 (97.17%), best:    9812/10000 (98.12%), error:       968.23181, best error:       583.28339 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 183.5983886719s, input_fired_time: 1.8247361183, output_fired_time: 1.1995750666, propagate_forward_time: 77.2406921387, propagate_backward_time: 100.2671356201, weight_update_time: 0.1944414526, other_time: 3.0662536621
epoch time: 16.2104644775s, input_fired_time: 0.1904035062, output_fired_time: 0.0000000000, propagate_forward_time: 15.4759197235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441417694
validation[          , genome  7135] predictions:    9814/  10000 (98.14%), best:    9812/10000 (98.12%), error:       589.78961, best error:       583.28339 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 183.7825622559s, input_fired_time: 1.8088694811, output_fired_time: 1.1914800406, propagate_forward_time: 77.3487930298, propagate_backward_time: 100.3880157471, weight_update_time: 0.1962741613, other_time: 3.0454025269
epoch time: 16.1654357910s, input_fired_time: 0.1861226410, output_fired_time: 0.0000000000, propagate_forward_time: 15.4408149719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384979248
validation[          , genome  7135] predictions:    9748/  10000 (97.48%), best:    9812/10000 (98.12%), error:       839.99268, best error:       583.28339 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 183.4800415039s, input_fired_time: 1.8067098856, output_fired_time: 1.1925438643, propagate_forward_time: 77.2420730591, propagate_backward_time: 100.2115402222, weight_update_time: 0.1929680258, other_time: 3.0271606445
epoch time: 16.1696796417s, input_fired_time: 0.1891743094, output_fired_time: 0.0000000000, propagate_forward_time: 15.4430389404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374660492
validation[          , genome  7135] predictions:    9811/  10000 (98.11%), best:    9812/10000 (98.12%), error:       606.62830, best error:       583.28339 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 183.3754730225s, input_fired_time: 1.8099368811, output_fired_time: 1.1944041252, propagate_forward_time: 77.1977920532, propagate_backward_time: 100.1409606934, weight_update_time: 0.1936506182, other_time: 3.0323867798
epoch time: 16.1722106934s, input_fired_time: 0.1900851578, output_fired_time: 0.0000000000, propagate_forward_time: 15.4394741058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426511765
validation[          , genome  7135] predictions:    9827/  10000 (98.27%), best:    9827/10000 (98.27%), error:       572.67712, best error:       572.67712 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 223.5804443359s, input_fired_time: 1.8955140114, output_fired_time: 1.2064672709, propagate_forward_time: 84.6334533691, propagate_backward_time: 132.7363891602, weight_update_time: 0.1960689723, other_time: 3.1086273193
epoch time: 16.5794467926s, input_fired_time: 0.2023135722, output_fired_time: 0.0000000000, propagate_forward_time: 15.8148021698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623302460
validation[          , genome  7135] predictions:    9822/  10000 (98.22%), best:    9827/10000 (98.27%), error:       594.92877, best error:       572.67712 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 248.2537841797s, input_fired_time: 1.8151760101, output_fired_time: 1.1991025209, propagate_forward_time: 83.5390472412, propagate_backward_time: 158.6311340332, weight_update_time: 0.1945082396, other_time: 3.0693359375
epoch time: 60.2949333191s, input_fired_time: 0.1920119226, output_fired_time: 0.0000000000, propagate_forward_time: 59.5609397888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419807434
validation[          , genome  7135] predictions:    9813/  10000 (98.13%), best:    9827/10000 (98.27%), error:       614.75122, best error:       572.67712 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 259.0002136230s, input_fired_time: 1.9097297192, output_fired_time: 1.2160636187, propagate_forward_time: 106.1161804199, propagate_backward_time: 145.6149444580, weight_update_time: 0.1964980513, other_time: 4.1432952881
epoch time: 84.6431121826s, input_fired_time: 0.2048994750, output_fired_time: 0.0000000000, propagate_forward_time: 83.8626251221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5755844116
validation[          , genome  7135] predictions:    9831/  10000 (98.31%), best:    9827/10000 (98.27%), error:       584.76556, best error:       572.67712 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 329.4132385254s, input_fired_time: 1.8281322718, output_fired_time: 1.2013379335, propagate_forward_time: 168.6183776855, propagate_backward_time: 154.6940155029, weight_update_time: 0.1947458982, other_time: 3.0713958740
epoch time: 69.9136657715s, input_fired_time: 0.2044729888, output_fired_time: 0.0000000000, propagate_forward_time: 69.1382675171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5709228516
validation[          , genome  7135] predictions:    9815/  10000 (98.15%), best:    9827/10000 (98.27%), error:       624.60834, best error:       572.67712 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 306.6463012695s, input_fired_time: 1.8303880692, output_fired_time: 1.2068876028, propagate_forward_time: 98.7287750244, propagate_backward_time: 201.8181304932, weight_update_time: 0.1982945353, other_time: 3.0621337891
epoch time: 53.4713706970s, input_fired_time: 0.1990441531, output_fired_time: 0.0000000000, propagate_forward_time: 51.7003097534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5720176697
validation[          , genome  7135] predictions:    9774/  10000 (97.74%), best:    9827/10000 (98.27%), error:       786.19843, best error:       572.67712 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 191.1831970215s, input_fired_time: 1.8861309290, output_fired_time: 1.2136670351, propagate_forward_time: 81.4888000488, propagate_backward_time: 103.4522857666, weight_update_time: 0.1989734322, other_time: 3.1423187256
epoch time: 16.1837806702s, input_fired_time: 0.1925203651, output_fired_time: 0.0000000000, propagate_forward_time: 15.4437112808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475492477
validation[          , genome  7135] predictions:    9829/  10000 (98.29%), best:    9827/10000 (98.27%), error:       600.12836, best error:       572.67712 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 192.7865142822s, input_fired_time: 1.8243507147, output_fired_time: 1.1998728514, propagate_forward_time: 85.7217941284, propagate_backward_time: 100.9661483765, weight_update_time: 0.1948392987, other_time: 3.0743408203
epoch time: 27.4102230072s, input_fired_time: 0.1959593743, output_fired_time: 0.0000000000, propagate_forward_time: 25.6532382965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5610256195
validation[          , genome  7135] predictions:    9778/  10000 (97.78%), best:    9827/10000 (98.27%), error:       722.36139, best error:       572.67712 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 223.0337219238s, input_fired_time: 1.8389122486, output_fired_time: 1.2026518583, propagate_forward_time: 81.4047470093, propagate_backward_time: 135.4902648926, weight_update_time: 0.1960974038, other_time: 3.0971374512
epoch time: 16.2171745300s, input_fired_time: 0.1983386576, output_fired_time: 0.0000000000, propagate_forward_time: 15.4618558884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5569791794
validation[          , genome  7135] predictions:    9816/  10000 (98.16%), best:    9827/10000 (98.27%), error:       610.99817, best error:       572.67712 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 183.7332611084s, input_fired_time: 1.8208965063, output_fired_time: 1.1967833042, propagate_forward_time: 77.3955001831, propagate_backward_time: 100.2676315308, weight_update_time: 0.1942439079, other_time: 3.0524597168
epoch time: 16.3276729584s, input_fired_time: 0.1976063699, output_fired_time: 0.0000000000, propagate_forward_time: 15.5815458298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485200882
validation[          , genome  7135] predictions:    9832/  10000 (98.32%), best:    9832/10000 (98.32%), error:       553.69244, best error:       553.69244 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 183.6607666016s, input_fired_time: 1.8170312643, output_fired_time: 1.1953562498, propagate_forward_time: 77.3052673340, propagate_backward_time: 100.2870330811, weight_update_time: 0.1940669417, other_time: 3.0560760498
epoch time: 16.3661155701s, input_fired_time: 0.1940002590, output_fired_time: 0.0000000000, propagate_forward_time: 15.6208105087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513048172
validation[          , genome  7135] predictions:    9814/  10000 (98.14%), best:    9832/10000 (98.32%), error:       655.40289, best error:       553.69244 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 183.7550659180s, input_fired_time: 1.8331141472, output_fired_time: 1.1997300386, propagate_forward_time: 77.3591308594, propagate_backward_time: 100.2678298950, weight_update_time: 0.1954321861, other_time: 3.0952529907
epoch time: 16.1767654419s, input_fired_time: 0.1924215704, output_fired_time: 0.0000000000, propagate_forward_time: 15.4386520386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456914902
validation[          , genome  7135] predictions:    9833/  10000 (98.33%), best:    9832/10000 (98.32%), error:       570.96936, best error:       553.69244 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 191.0133819580s, input_fired_time: 1.8216696978, output_fired_time: 1.1957476139, propagate_forward_time: 80.4021835327, propagate_backward_time: 104.5520095825, weight_update_time: 0.1934507787, other_time: 3.0417633057
epoch time: 16.2664699554s, input_fired_time: 0.2003927082, output_fired_time: 0.0000000000, propagate_forward_time: 15.4999561310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5661220551
validation[          , genome  7135] predictions:    9789/  10000 (97.89%), best:    9832/10000 (98.32%), error:       696.10394, best error:       553.69244 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 187.0591125488s, input_fired_time: 1.8446434736, output_fired_time: 1.2005593777, propagate_forward_time: 78.4778137207, propagate_backward_time: 102.4396591187, weight_update_time: 0.1959529221, other_time: 3.0964279175
epoch time: 47.0086669922s, input_fired_time: 0.2148635089, output_fired_time: 0.0000000000, propagate_forward_time: 46.2190780640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5747261047
validation[          , genome  7135] predictions:    9824/  10000 (98.24%), best:    9832/10000 (98.32%), error:       554.65930, best error:       553.69244 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 196.0473937988s, input_fired_time: 1.8218227625, output_fired_time: 1.1949678659, propagate_forward_time: 83.5414581299, propagate_backward_time: 106.4459533691, weight_update_time: 0.1933522075, other_time: 3.0431976318
epoch time: 16.1811733246s, input_fired_time: 0.1925382167, output_fired_time: 0.0000000000, propagate_forward_time: 15.4436683655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449666977
validation[          , genome  7135] predictions:    9808/  10000 (98.08%), best:    9832/10000 (98.32%), error:       606.06354, best error:       553.69244 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 233.8471374512s, input_fired_time: 1.8892239332, output_fired_time: 1.2325986624, propagate_forward_time: 106.0721130371, propagate_backward_time: 121.5199661255, weight_update_time: 0.1979150325, other_time: 3.1332321167
epoch time: 16.1881599426s, input_fired_time: 0.1941004395, output_fired_time: 0.0000000000, propagate_forward_time: 15.4490489960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450105667
validation[          , genome  7135] predictions:    9821/  10000 (98.21%), best:    9832/10000 (98.32%), error:       599.01416, best error:       553.69244 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 255.3094635010s, input_fired_time: 1.8464723825, output_fired_time: 1.2048081160, propagate_forward_time: 108.4905014038, propagate_backward_time: 140.6717834473, weight_update_time: 0.1964383721, other_time: 3.0959167480
epoch time: 16.1907005310s, input_fired_time: 0.1946304888, output_fired_time: 0.0000000000, propagate_forward_time: 15.4479093552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5481605530
validation[          , genome  7135] predictions:    9802/  10000 (98.02%), best:    9832/10000 (98.32%), error:       672.86133, best error:       553.69244 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 248.8791046143s, input_fired_time: 1.8308242559, output_fired_time: 3.2007470131, propagate_forward_time: 127.2913208008, propagate_backward_time: 113.4906845093, weight_update_time: 0.1946776360, other_time: 3.0655288696
epoch time: 17.1926555634s, input_fired_time: 0.1939391345, output_fired_time: 0.0000000000, propagate_forward_time: 16.4557094574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430068970
validation[          , genome  7135] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       551.47131, best error:       551.47131 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 257.9585571289s, input_fired_time: 1.8189744949, output_fired_time: 1.1940895319, propagate_forward_time: 124.4512481689, propagate_backward_time: 127.4900894165, weight_update_time: 0.1931637973, other_time: 3.0041580200
epoch time: 58.3688507080s, input_fired_time: 0.1994569600, output_fired_time: 0.0000000000, propagate_forward_time: 57.6109657288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5584297180
validation[          , genome  7135] predictions:    9805/  10000 (98.05%), best:    9836/10000 (98.36%), error:       632.73401, best error:       551.47131 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 227.8979644775s, input_fired_time: 1.8217766285, output_fired_time: 1.1947090626, propagate_forward_time: 91.3577041626, propagate_backward_time: 130.4494628906, weight_update_time: 0.1930138320, other_time: 3.0743103027
epoch time: 23.7328395844s, input_fired_time: 0.1968962997, output_fired_time: 0.0000000000, propagate_forward_time: 22.9772052765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5587387085
validation[          , genome  7135] predictions:    9827/  10000 (98.27%), best:    9836/10000 (98.36%), error:       576.39478, best error:       551.47131 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 193.2498626709s, input_fired_time: 1.8408200741, output_fired_time: 1.1993459463, propagate_forward_time: 80.4950408936, propagate_backward_time: 106.6469573975, weight_update_time: 0.1941308230, other_time: 3.0677032471
epoch time: 20.5433063507s, input_fired_time: 0.1977458745, output_fired_time: 0.0000000000, propagate_forward_time: 19.7942943573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5512657166
validation[          , genome  7135] predictions:    9817/  10000 (98.17%), best:    9836/10000 (98.36%), error:       582.77673, best error:       551.47131 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 259.3178710938s, input_fired_time: 1.8732900620, output_fired_time: 1.2119860649, propagate_forward_time: 88.8955764771, propagate_backward_time: 164.2181243896, weight_update_time: 0.1973858625, other_time: 3.1189117432
epoch time: 16.2669048309s, input_fired_time: 0.1954328716, output_fired_time: 0.0000000000, propagate_forward_time: 15.5146589279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5568132401
validation[          , genome  7135] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       615.97406, best error:       551.47131 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 271.5382385254s, input_fired_time: 1.8207696676, output_fired_time: 89.2040176392, propagate_forward_time: 77.2167510986, propagate_backward_time: 100.2602691650, weight_update_time: 0.1938780397, other_time: 3.0364379883
epoch time: 16.1839199066s, input_fired_time: 0.1931381375, output_fired_time: 0.0000000000, propagate_forward_time: 15.4474363327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433454514
validation[          , genome  7135] predictions:    9828/  10000 (98.28%), best:    9836/10000 (98.36%), error:       584.17181, best error:       551.47131 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 210.0113067627s, input_fired_time: 1.8339246511, output_fired_time: 1.1997349262, propagate_forward_time: 82.3933410645, propagate_backward_time: 120.4989166260, weight_update_time: 0.1955334097, other_time: 4.0853881836
epoch time: 16.1851024628s, input_fired_time: 0.1951239556, output_fired_time: 0.0000000000, propagate_forward_time: 15.4431371689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468416214
validation[          , genome  7135] predictions:    9824/  10000 (98.24%), best:    9836/10000 (98.36%), error:       585.25446, best error:       551.47131 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 190.5004119873s, input_fired_time: 1.8248577118, output_fired_time: 1.1958845854, propagate_forward_time: 79.2306671143, propagate_backward_time: 105.2022857666, weight_update_time: 0.1939506531, other_time: 3.0467224121
epoch time: 16.2045555115s, input_fired_time: 0.1956356317, output_fired_time: 0.0000000000, propagate_forward_time: 15.4572496414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516710281
validation[          , genome  7135] predictions:    9801/  10000 (98.01%), best:    9836/10000 (98.36%), error:       632.73553, best error:       551.47131 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 239.1351623535s, input_fired_time: 1.8641213179, output_fired_time: 1.2076857090, propagate_forward_time: 78.5263595581, propagate_backward_time: 154.4357299805, weight_update_time: 0.1963511407, other_time: 3.1012573242
epoch time: 16.1807155609s, input_fired_time: 0.1933901161, output_fired_time: 0.0000000000, propagate_forward_time: 15.4441289902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431966782
validation[          , genome  7135] predictions:    9834/  10000 (98.34%), best:    9836/10000 (98.36%), error:       571.09448, best error:       551.47131 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 183.5227355957s, input_fired_time: 1.8425799608, output_fired_time: 1.2020705938, propagate_forward_time: 77.2165985107, propagate_backward_time: 100.1702117920, weight_update_time: 0.1952214688, other_time: 3.0912780762
epoch time: 16.1777572632s, input_fired_time: 0.1940808892, output_fired_time: 0.0000000000, propagate_forward_time: 15.4377880096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458879471
validation[          , genome  7135] predictions:    9831/  10000 (98.31%), best:    9836/10000 (98.36%), error:       555.92761, best error:       551.47131 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 183.5137939453s, input_fired_time: 1.8344984055, output_fired_time: 1.1981077194, propagate_forward_time: 77.2049179077, propagate_backward_time: 100.2201156616, weight_update_time: 0.1948527247, other_time: 3.0561523438
epoch time: 16.1936626434s, input_fired_time: 0.1956605762, output_fired_time: 0.0000000000, propagate_forward_time: 15.4500789642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479230881
validation[          , genome  7135] predictions:    9714/  10000 (97.14%), best:    9836/10000 (98.36%), error:       920.83948, best error:       551.47131 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 183.4703521729s, input_fired_time: 1.8400400877, output_fired_time: 1.1999502182, propagate_forward_time: 77.2021331787, propagate_backward_time: 100.1572952271, weight_update_time: 0.1944804490, other_time: 3.0709304810
epoch time: 16.1870841980s, input_fired_time: 0.1966608167, output_fired_time: 0.0000000000, propagate_forward_time: 15.4425067902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479164124
validation[          , genome  7135] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       647.59705, best error:       551.47131 on epoch:    89, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 80.9171829224s, input_fired_time: 0.9707217813, output_fired_time: 0.0000000000, propagate_forward_time: 77.2270812988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7193832397
best training[          , genome  7135] predictions:   49931/  50000 (99.86%), best:    9836/10000 (98.36%), error:       590.87189, best error:       551.47131 on epoch:    89, 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: 16.1788864136s, input_fired_time: 0.1920676529, output_fired_time: 0.0000000000, propagate_forward_time: 15.4403886795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5464296341
   testing[          , genome  7135] predictions:    9839/  10000 (98.39%), best:    9836/10000 (98.36%), error:       570.65186, best error:       551.47131 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:55:01 (29520): called boinc_finish(0)

</stderr_txt>
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