Nameexact_genome_1512568488_45_7092_1
Workunit2606699
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:52:36 UTC
Report deadline16 Dec 2017, 15:47:45 UTC
Received8 Dec 2017, 16:16:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time5 hours 28 min 28 sec
CPU time4 hours 24 min 32 sec
Validate stateValid
Credit2,165.83
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.05 MB
Peak swap size159.09 MB
Peak disk usage2.24 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
97.70%), error:       920.77740, best error:       768.66455 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 134.8677368164s, input_fired_time: 1.3511753082, output_fired_time: 1.1862004995, propagate_forward_time: 50.8474540710, propagate_backward_time: 78.6694641113, weight_update_time: 0.1577958614, other_time: 2.8134307861
epoch time: 13.1998538971s, input_fired_time: 0.2132871002, output_fired_time: 0.0000000000, propagate_forward_time: 12.3535137177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6330528259
validation[          , genome  7092] predictions:    9688/  10000 (96.88%), best:    9770/10000 (97.70%), error:      1060.08813, best error:       768.66455 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 139.9578247070s, input_fired_time: 1.4764773846, output_fired_time: 1.2221145630, propagate_forward_time: 52.9232025146, propagate_backward_time: 81.4690017700, weight_update_time: 0.1625893712, other_time: 2.8670425415
epoch time: 10.8520603180s, input_fired_time: 0.1709256321, output_fired_time: 0.0000000000, propagate_forward_time: 10.1784887314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026454926
validation[          , genome  7092] predictions:    9766/  10000 (97.66%), best:    9770/10000 (97.70%), error:       812.14740, best error:       768.66455 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 140.7108306885s, input_fired_time: 1.4615592957, output_fired_time: 1.2033776045, propagate_forward_time: 53.1255073547, propagate_backward_time: 82.0325164795, weight_update_time: 0.2066100836, other_time: 2.8878631592
epoch time: 10.7059812546s, input_fired_time: 0.1660707146, output_fired_time: 0.0000000000, propagate_forward_time: 10.0519294739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4879808426
validation[          , genome  7092] predictions:    9768/  10000 (97.68%), best:    9770/10000 (97.70%), error:       789.40637, best error:       768.66455 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 139.0528259277s, input_fired_time: 1.3846788406, output_fired_time: 1.2211081982, propagate_forward_time: 52.6404647827, propagate_backward_time: 80.9276351929, weight_update_time: 0.1622688472, other_time: 2.8789367676
epoch time: 10.9343013763s, input_fired_time: 0.1639279425, output_fired_time: 0.0000000000, propagate_forward_time: 10.2871131897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832601547
validation[          , genome  7092] predictions:    9712/  10000 (97.12%), best:    9770/10000 (97.70%), error:       943.30939, best error:       768.66455 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 136.1254577637s, input_fired_time: 1.3683346510, output_fired_time: 1.1985872984, propagate_forward_time: 51.5862922668, propagate_backward_time: 79.1358032227, weight_update_time: 0.1594303250, other_time: 2.8364410400
epoch time: 11.4247503281s, input_fired_time: 0.1985125393, output_fired_time: 0.0000000000, propagate_forward_time: 10.6388940811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873441696
validation[          , genome  7092] predictions:    9745/  10000 (97.45%), best:    9770/10000 (97.70%), error:       852.00177, best error:       768.66455 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 144.4931335449s, input_fired_time: 1.4616910219, output_fired_time: 1.2927250862, propagate_forward_time: 54.9028511047, propagate_backward_time: 83.8840942383, weight_update_time: 0.1649215221, other_time: 2.9517822266
epoch time: 12.1082992554s, input_fired_time: 0.1658945829, output_fired_time: 0.0000000000, propagate_forward_time: 11.4033813477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390233994
validation[          , genome  7092] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       808.71869, best error:       768.66455 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 143.8929138184s, input_fired_time: 1.4112031460, output_fired_time: 1.2518930435, propagate_forward_time: 54.7409973145, propagate_backward_time: 83.4530792236, weight_update_time: 0.1659138352, other_time: 3.0357360840
epoch time: 17.9074230194s, input_fired_time: 0.2347396463, output_fired_time: 0.0000000000, propagate_forward_time: 17.0702648163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6024188995
validation[          , genome  7092] predictions:    9751/  10000 (97.51%), best:    9770/10000 (97.70%), error:       783.81030, best error:       768.66455 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 233.1406860352s, input_fired_time: 2.4424839020, output_fired_time: 1.7687377930, propagate_forward_time: 87.2991027832, propagate_backward_time: 137.9376373291, weight_update_time: 0.3236069381, other_time: 3.6927185059
epoch time: 17.9879856110s, input_fired_time: 0.1926797479, output_fired_time: 0.0000000000, propagate_forward_time: 17.1896209717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6056842804
validation[          , genome  7092] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       805.03491, best error:       768.66455 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 232.2920684814s, input_fired_time: 1.8555172682, output_fired_time: 2.0450816154, propagate_forward_time: 88.8022918701, propagate_backward_time: 134.4691619873, weight_update_time: 0.1810568273, other_time: 5.1200256348
epoch time: 18.6509876251s, input_fired_time: 0.1939464360, output_fired_time: 0.0000000000, propagate_forward_time: 17.3494186401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1076221466
validation[          , genome  7092] predictions:    9762/  10000 (97.62%), best:    9770/10000 (97.70%), error:       784.41296, best error:       768.66455 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 229.4420471191s, input_fired_time: 2.4959509373, output_fired_time: 1.9779319763, propagate_forward_time: 89.9314727783, propagate_backward_time: 130.4530181885, weight_update_time: 0.6813155413, other_time: 4.5836639404
epoch time: 21.0773792267s, input_fired_time: 0.2391050160, output_fired_time: 0.0000000000, propagate_forward_time: 19.8873977661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9508762360
validation[          , genome  7092] predictions:    9735/  10000 (97.35%), best:    9770/10000 (97.70%), error:       864.75513, best error:       768.66455 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 224.3595123291s, input_fired_time: 2.3053297997, output_fired_time: 2.4629719257, propagate_forward_time: 87.2218551636, propagate_backward_time: 128.4902038574, weight_update_time: 0.1812924594, other_time: 3.8791503906
epoch time: 19.0430030823s, input_fired_time: 0.2384383827, output_fired_time: 0.0000000000, propagate_forward_time: 17.7459087372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0586566925
validation[          , genome  7092] predictions:    9715/  10000 (97.15%), best:    9770/10000 (97.70%), error:       885.35010, best error:       768.66455 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 230.5963439941s, input_fired_time: 2.3250186443, output_fired_time: 1.9482349157, propagate_forward_time: 86.0567321777, propagate_backward_time: 135.4327392578, weight_update_time: 0.1814326793, other_time: 4.8336181641
epoch time: 21.2999114990s, input_fired_time: 0.1921595037, output_fired_time: 0.0000000000, propagate_forward_time: 20.1889972687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9187545776
validation[          , genome  7092] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       741.03461, best error:       741.03461 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 227.9742431641s, input_fired_time: 2.1948595047, output_fired_time: 2.5698544979, propagate_forward_time: 85.8420257568, propagate_backward_time: 131.6404266357, weight_update_time: 0.4312608838, other_time: 5.7270812988
epoch time: 18.0743942261s, input_fired_time: 0.1915620863, output_fired_time: 0.0000000000, propagate_forward_time: 17.2751369476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076946259
validation[          , genome  7092] predictions:    9743/  10000 (97.43%), best:    9764/10000 (97.64%), error:       853.15625, best error:       741.03461 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 228.0196228027s, input_fired_time: 1.6459575891, output_fired_time: 2.0228962898, propagate_forward_time: 84.5837707520, propagate_backward_time: 135.8000030518, weight_update_time: 0.1810717285, other_time: 3.9669952393
epoch time: 19.3593235016s, input_fired_time: 0.1913085133, output_fired_time: 0.0000000000, propagate_forward_time: 18.4667148590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7012996674
validation[          , genome  7092] predictions:    9727/  10000 (97.27%), best:    9764/10000 (97.64%), error:       891.76569, best error:       741.03461 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 222.9382171631s, input_fired_time: 1.5075421333, output_fired_time: 1.7305181026, propagate_forward_time: 85.2929077148, propagate_backward_time: 130.7619323730, weight_update_time: 0.1812038571, other_time: 3.6453247070
epoch time: 19.3465080261s, input_fired_time: 0.1916951239, output_fired_time: 0.0000000000, propagate_forward_time: 18.3292961121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8255176544
validation[          , genome  7092] predictions:    9721/  10000 (97.21%), best:    9764/10000 (97.64%), error:       908.32617, best error:       741.03461 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 223.5524749756s, input_fired_time: 2.3528246880, output_fired_time: 1.9954360723, propagate_forward_time: 84.5591201782, propagate_backward_time: 129.7201995850, weight_update_time: 0.4622579217, other_time: 4.9248809814
epoch time: 17.6378593445s, input_fired_time: 0.1916075647, output_fired_time: 0.0000000000, propagate_forward_time: 16.6367053986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8095455170
validation[          , genome  7092] predictions:    9693/  10000 (96.93%), best:    9764/10000 (97.64%), error:      1042.92358, best error:       741.03461 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 259.0009155273s, input_fired_time: 1.7922604084, output_fired_time: 2.4458394051, propagate_forward_time: 99.0162200928, propagate_backward_time: 150.8161315918, weight_update_time: 0.1814389080, other_time: 4.9304504395
epoch time: 24.1571159363s, input_fired_time: 0.2542691529, output_fired_time: 0.0000000000, propagate_forward_time: 22.2957935333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6070537567
validation[          , genome  7092] predictions:    9756/  10000 (97.56%), best:    9764/10000 (97.64%), error:       790.74487, best error:       741.03461 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 296.9187316895s, input_fired_time: 2.8244905472, output_fired_time: 2.4055128098, propagate_forward_time: 120.0841903687, propagate_backward_time: 166.3492126465, weight_update_time: 0.4311874211, other_time: 5.2553100586
epoch time: 22.1233139038s, input_fired_time: 0.1914765239, output_fired_time: 0.0000000000, propagate_forward_time: 21.2444667816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6873703003
validation[          , genome  7092] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       715.72937, best error:       715.72937 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 285.0143737793s, input_fired_time: 2.3589777946, output_fired_time: 2.7123992443, propagate_forward_time: 105.3969955444, propagate_backward_time: 169.2072601318, weight_update_time: 0.1815279424, other_time: 5.3387298584
epoch time: 23.5451431274s, input_fired_time: 0.2548666894, output_fired_time: 0.0000000000, propagate_forward_time: 22.4957618713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7945137024
validation[          , genome  7092] predictions:    9766/  10000 (97.66%), best:    9785/10000 (97.85%), error:       789.68323, best error:       715.72937 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 258.4367675781s, input_fired_time: 3.3765161037, output_fired_time: 2.7407982349, propagate_forward_time: 99.1698303223, propagate_backward_time: 147.5346374512, weight_update_time: 0.1773791760, other_time: 5.6149902344
epoch time: 10.9538679123s, input_fired_time: 0.1700290591, output_fired_time: 0.0000000000, propagate_forward_time: 10.2828931808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009460449
validation[          , genome  7092] predictions:    9756/  10000 (97.56%), best:    9785/10000 (97.85%), error:       787.64655, best error:       715.72937 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 142.3971405029s, input_fired_time: 1.4002599716, output_fired_time: 1.2327597141, propagate_forward_time: 53.9033241272, propagate_backward_time: 83.0168762207, weight_update_time: 0.1632979959, other_time: 2.8439331055
epoch time: 13.4801597595s, input_fired_time: 0.1802333891, output_fired_time: 0.0000000000, propagate_forward_time: 12.6648025513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6351242065
validation[          , genome  7092] predictions:    9779/  10000 (97.79%), best:    9785/10000 (97.85%), error:       721.85907, best error:       715.72937 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 140.9124450684s, input_fired_time: 1.3841772079, output_fired_time: 1.2173206806, propagate_forward_time: 53.3147888184, propagate_backward_time: 82.0315399170, weight_update_time: 0.1604020298, other_time: 2.9646301270
epoch time: 11.5970478058s, input_fired_time: 0.1751169115, output_fired_time: 0.0000000000, propagate_forward_time: 10.8657236099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562076569
validation[          , genome  7092] predictions:    9729/  10000 (97.29%), best:    9785/10000 (97.85%), error:       901.96106, best error:       715.72937 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 139.5179748535s, input_fired_time: 1.3921157122, output_fired_time: 1.2385979891, propagate_forward_time: 52.7559967041, propagate_backward_time: 81.2038955688, weight_update_time: 0.1620793492, other_time: 2.9273605347
epoch time: 12.1432218552s, input_fired_time: 0.1624672115, output_fired_time: 0.0000000000, propagate_forward_time: 11.5050239563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4757308960
validation[          , genome  7092] predictions:    9776/  10000 (97.76%), best:    9785/10000 (97.85%), error:       766.47192, best error:       715.72937 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 173.7465362549s, input_fired_time: 1.6060745716, output_fired_time: 1.6188992262, propagate_forward_time: 65.9642105103, propagate_backward_time: 101.3104019165, weight_update_time: 0.1672798246, other_time: 3.2469482422
epoch time: 19.6855525970s, input_fired_time: 0.2869930565, output_fired_time: 0.0000000000, propagate_forward_time: 18.3243598938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0741996765
validation[          , genome  7092] predictions:    9754/  10000 (97.54%), best:    9785/10000 (97.85%), error:       761.26941, best error:       715.72937 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 230.8246917725s, input_fired_time: 2.0925738811, output_fired_time: 1.7565470934, propagate_forward_time: 89.9736785889, propagate_backward_time: 132.3091888428, weight_update_time: 0.2748455405, other_time: 4.6927032471
epoch time: 18.4925918579s, input_fired_time: 0.4427468777, output_fired_time: 0.0000000000, propagate_forward_time: 17.1637592316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8860855103
validation[          , genome  7092] predictions:    9734/  10000 (97.34%), best:    9785/10000 (97.85%), error:       827.26465, best error:       715.72937 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 227.4168853760s, input_fired_time: 2.1925940514, output_fired_time: 2.0199306011, propagate_forward_time: 86.6140518188, propagate_backward_time: 132.0401000977, weight_update_time: 0.1809657216, other_time: 4.5502014160
epoch time: 17.7289524078s, input_fired_time: 0.1937467605, output_fired_time: 0.0000000000, propagate_forward_time: 16.9739627838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612430573
validation[          , genome  7092] predictions:    9750/  10000 (97.50%), best:    9785/10000 (97.85%), error:       826.87280, best error:       715.72937 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 226.2534790039s, input_fired_time: 1.8411235809, output_fired_time: 1.7228094339, propagate_forward_time: 86.8500900269, propagate_backward_time: 131.5524902344, weight_update_time: 0.4310744703, other_time: 4.2869567871
epoch time: 17.2257156372s, input_fired_time: 0.1917356104, output_fired_time: 0.0000000000, propagate_forward_time: 16.4731235504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5608558655
validation[          , genome  7092] predictions:    9742/  10000 (97.42%), best:    9785/10000 (97.85%), error:       836.72931, best error:       715.72937 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 232.8364105225s, input_fired_time: 2.0146684647, output_fired_time: 1.9307844639, propagate_forward_time: 88.6957550049, propagate_backward_time: 135.8794097900, weight_update_time: 0.1812299788, other_time: 4.3157958984
epoch time: 20.3374824524s, input_fired_time: 0.1935173571, output_fired_time: 0.0000000000, propagate_forward_time: 19.1794795990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9644851685
validation[          , genome  7092] predictions:    9776/  10000 (97.76%), best:    9785/10000 (97.85%), error:       762.22485, best error:       715.72937 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 236.4675903320s, input_fired_time: 3.5466363430, output_fired_time: 2.3986763954, propagate_forward_time: 84.7573699951, propagate_backward_time: 140.8361968994, weight_update_time: 0.2592805326, other_time: 4.9287109375
epoch time: 20.6571903229s, input_fired_time: 0.4454323053, output_fired_time: 0.0000000000, propagate_forward_time: 19.3364868164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8752708435
validation[          , genome  7092] predictions:    9751/  10000 (97.51%), best:    9785/10000 (97.85%), error:       806.33972, best error:       715.72937 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 226.0093383789s, input_fired_time: 1.9085677862, output_fired_time: 2.1812236309, propagate_forward_time: 87.1096343994, propagate_backward_time: 129.7744903564, weight_update_time: 0.1812770665, other_time: 5.0354156494
epoch time: 18.2254180908s, input_fired_time: 0.1936899424, output_fired_time: 0.0000000000, propagate_forward_time: 17.1896133423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8421154022
validation[          , genome  7092] predictions:    9764/  10000 (97.64%), best:    9785/10000 (97.85%), error:       757.77545, best error:       715.72937 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 218.3712158203s, input_fired_time: 2.3148653507, output_fired_time: 2.1171913147, propagate_forward_time: 84.7541046143, propagate_backward_time: 124.6760177612, weight_update_time: 0.1813072115, other_time: 4.5090408325
epoch time: 17.7482433319s, input_fired_time: 0.1932286471, output_fired_time: 0.0000000000, propagate_forward_time: 16.9935321808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614833832
validation[          , genome  7092] predictions:    9754/  10000 (97.54%), best:    9785/10000 (97.85%), error:       822.29285, best error:       715.72937 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 223.4577941895s, input_fired_time: 1.8171463013, output_fired_time: 1.9143872261, propagate_forward_time: 86.2052001953, propagate_backward_time: 129.2998352051, weight_update_time: 0.1812412441, other_time: 4.2212371826
epoch time: 15.6171436310s, input_fired_time: 0.1849151254, output_fired_time: 0.0000000000, propagate_forward_time: 14.8472433090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849847794
validation[          , genome  7092] predictions:    9762/  10000 (97.62%), best:    9785/10000 (97.85%), error:       777.32568, best error:       715.72937 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 142.7530822754s, input_fired_time: 1.4791227579, output_fired_time: 1.3185424805, propagate_forward_time: 53.8119087219, propagate_backward_time: 83.2434463501, weight_update_time: 0.1634152085, other_time: 2.9000625610
epoch time: 11.5112743378s, input_fired_time: 0.2189149708, output_fired_time: 0.0000000000, propagate_forward_time: 10.7586498260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337095261
validation[          , genome  7092] predictions:    9762/  10000 (97.62%), best:    9785/10000 (97.85%), error:       752.08057, best error:       715.72937 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 140.5284881592s, input_fired_time: 1.4427732229, output_fired_time: 1.2376902103, propagate_forward_time: 53.2035789490, propagate_backward_time: 81.7391967773, weight_update_time: 0.2111051381, other_time: 2.9052429199
epoch time: 10.8524751663s, input_fired_time: 0.1717309505, output_fired_time: 0.0000000000, propagate_forward_time: 10.1843795776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963645935
validation[          , genome  7092] predictions:    9724/  10000 (97.24%), best:    9785/10000 (97.85%), error:       900.05548, best error:       715.72937 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 146.4662780762s, input_fired_time: 1.4577023983, output_fired_time: 1.2945564985, propagate_forward_time: 55.6400146484, propagate_backward_time: 85.1734848022, weight_update_time: 0.1668677628, other_time: 2.9005203247
epoch time: 12.5741319656s, input_fired_time: 0.1817381978, output_fired_time: 0.0000000000, propagate_forward_time: 11.8472175598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451765060
validation[          , genome  7092] predictions:    9694/  10000 (96.94%), best:    9785/10000 (97.85%), error:       986.62421, best error:       715.72937 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 139.3539123535s, input_fired_time: 1.3961589336, output_fired_time: 1.2363352776, propagate_forward_time: 52.6774711609, propagate_backward_time: 81.1426620483, weight_update_time: 0.1619472355, other_time: 2.9012832642
epoch time: 12.8572721481s, input_fired_time: 0.2217315584, output_fired_time: 0.0000000000, propagate_forward_time: 12.0061779022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293630600
validation[          , genome  7092] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       712.19214, best error:       712.19214 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 138.9027099609s, input_fired_time: 1.4551545382, output_fired_time: 1.2298327684, propagate_forward_time: 52.5200881958, propagate_backward_time: 80.7944717407, weight_update_time: 0.1627783030, other_time: 2.9031677246
epoch time: 12.4282321930s, input_fired_time: 0.1880778819, output_fired_time: 0.0000000000, propagate_forward_time: 11.6538743973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862798691
validation[          , genome  7092] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       706.19727, best error:       706.19727 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 145.7386322021s, input_fired_time: 1.4298598766, output_fired_time: 1.3405687809, propagate_forward_time: 55.4638977051, propagate_backward_time: 84.5732269287, weight_update_time: 0.1672224849, other_time: 2.9310760498
epoch time: 11.7358903885s, input_fired_time: 0.1818385273, output_fired_time: 0.0000000000, propagate_forward_time: 11.0259494781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281019211
validation[          , genome  7092] predictions:    9750/  10000 (97.50%), best:    9797/10000 (97.97%), error:       864.48193, best error:       706.19727 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 147.4537048340s, input_fired_time: 1.4545435905, output_fired_time: 1.2909052372, propagate_forward_time: 55.8720512390, propagate_backward_time: 85.8302078247, weight_update_time: 0.2180095464, other_time: 3.0059890747
epoch time: 11.8283205032s, input_fired_time: 0.1895139813, output_fired_time: 0.0000000000, propagate_forward_time: 11.1344375610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043687820
validation[          , genome  7092] predictions:    9769/  10000 (97.69%), best:    9797/10000 (97.97%), error:       813.30573, best error:       706.19727 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 147.3403778076s, input_fired_time: 1.4739923477, output_fired_time: 1.2840704918, propagate_forward_time: 55.8048057556, propagate_backward_time: 85.6980972290, weight_update_time: 0.1660622954, other_time: 3.0793991089
epoch time: 12.0533971786s, input_fired_time: 0.1853800863, output_fired_time: 0.0000000000, propagate_forward_time: 11.3361635208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318536758
validation[          , genome  7092] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       668.25775, best error:       668.25775 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 153.1582641602s, input_fired_time: 1.5749287605, output_fired_time: 1.4216488600, propagate_forward_time: 58.2681083679, propagate_backward_time: 88.8341979980, weight_update_time: 0.1692638248, other_time: 3.0593719482
epoch time: 12.1854782104s, input_fired_time: 0.1814759970, output_fired_time: 0.0000000000, propagate_forward_time: 11.4747591019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292434692
validation[          , genome  7092] predictions:    9751/  10000 (97.51%), best:    9796/10000 (97.96%), error:       815.88043, best error:       668.25775 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 150.3251037598s, input_fired_time: 1.4853315353, output_fired_time: 1.3137103319, propagate_forward_time: 56.7187614441, propagate_backward_time: 87.7052459717, weight_update_time: 0.1681318581, other_time: 3.1020507813
epoch time: 11.3356504440s, input_fired_time: 0.1773159504, output_fired_time: 0.0000000000, propagate_forward_time: 10.6518507004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064840317
validation[          , genome  7092] predictions:    9743/  10000 (97.43%), best:    9796/10000 (97.96%), error:       784.45465, best error:       668.25775 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 144.9317016602s, input_fired_time: 1.4281255007, output_fired_time: 1.3003686666, propagate_forward_time: 54.9550514221, propagate_backward_time: 84.3164138794, weight_update_time: 0.1661022156, other_time: 2.9317398071
epoch time: 12.8596887589s, input_fired_time: 0.1825906187, output_fired_time: 0.0000000000, propagate_forward_time: 12.1478881836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292100906
validation[          , genome  7092] predictions:    9770/  10000 (97.70%), best:    9796/10000 (97.96%), error:       744.15350, best error:       668.25775 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 145.1325378418s, input_fired_time: 1.4332101345, output_fired_time: 1.2659484148, propagate_forward_time: 54.9828071594, propagate_backward_time: 84.5035629272, weight_update_time: 0.1670484096, other_time: 2.9470138550
epoch time: 13.2580680847s, input_fired_time: 0.1893629134, output_fired_time: 0.0000000000, propagate_forward_time: 12.4645109177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6041946411
validation[          , genome  7092] predictions:    9772/  10000 (97.72%), best:    9796/10000 (97.96%), error:       735.12793, best error:       668.25775 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 146.2116088867s, input_fired_time: 1.4389295578, output_fired_time: 1.3480085135, propagate_forward_time: 55.3929328918, propagate_backward_time: 85.1234664917, weight_update_time: 0.1678389162, other_time: 2.9082717896
epoch time: 10.9024477005s, input_fired_time: 0.1739197820, output_fired_time: 0.0000000000, propagate_forward_time: 10.2242641449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042638779
validation[          , genome  7092] predictions:    9765/  10000 (97.65%), best:    9796/10000 (97.96%), error:       809.34808, best error:       668.25775 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 147.8242034912s, input_fired_time: 1.4437423944, output_fired_time: 1.3531690836, propagate_forward_time: 55.9521026611, propagate_backward_time: 86.0604324341, weight_update_time: 0.1684052795, other_time: 3.0147628784
epoch time: 12.3799085617s, input_fired_time: 0.2192907929, output_fired_time: 0.0000000000, propagate_forward_time: 11.5382232666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223945618
validation[          , genome  7092] predictions:    9757/  10000 (97.57%), best:    9796/10000 (97.96%), error:       806.47583, best error:       668.25775 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 146.7940063477s, input_fired_time: 1.5748032331, output_fired_time: 1.3133850098, propagate_forward_time: 55.4960670471, propagate_backward_time: 85.4368743896, weight_update_time: 0.1667801887, other_time: 2.9728851318
epoch time: 12.1252775192s, input_fired_time: 0.1821763664, output_fired_time: 0.0000000000, propagate_forward_time: 11.3568410873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862598419
validation[          , genome  7092] predictions:    9772/  10000 (97.72%), best:    9796/10000 (97.96%), error:       761.12555, best error:       668.25775 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 146.6569213867s, input_fired_time: 1.4382442236, output_fired_time: 1.3083126545, propagate_forward_time: 55.5040550232, propagate_backward_time: 85.5023422241, weight_update_time: 0.1673280150, other_time: 2.9039535522
epoch time: 12.4141607285s, input_fired_time: 0.1891473830, output_fired_time: 0.0000000000, propagate_forward_time: 11.6871595383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378541946
validation[          , genome  7092] predictions:    9783/  10000 (97.83%), best:    9796/10000 (97.96%), error:       722.07764, best error:       668.25775 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 145.6464080811s, input_fired_time: 1.4365308285, output_fired_time: 1.2626148462, propagate_forward_time: 55.3262214661, propagate_backward_time: 84.7118225098, weight_update_time: 0.1674482524, other_time: 2.9092254639
epoch time: 13.0987529755s, input_fired_time: 0.1812404990, output_fired_time: 0.0000000000, propagate_forward_time: 12.3480367661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694761276
validation[          , genome  7092] predictions:    9783/  10000 (97.83%), best:    9796/10000 (97.96%), error:       713.86713, best error:       668.25775 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 154.2257843018s, input_fired_time: 1.5623970032, output_fired_time: 1.3607065678, propagate_forward_time: 58.4308280945, propagate_backward_time: 89.7079162598, weight_update_time: 0.1725330800, other_time: 3.1639404297
epoch time: 10.8136854172s, input_fired_time: 0.1741599143, output_fired_time: 0.0000000000, propagate_forward_time: 10.1386985779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008268356
validation[          , genome  7092] predictions:    9795/  10000 (97.95%), best:    9796/10000 (97.96%), error:       669.14691, best error:       668.25775 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 144.0253906250s, input_fired_time: 1.4820289612, output_fired_time: 1.2999933958, propagate_forward_time: 54.5803985596, propagate_backward_time: 83.6897354126, weight_update_time: 0.1645384729, other_time: 2.9732437134
epoch time: 12.2717351913s, input_fired_time: 0.2334380746, output_fired_time: 0.0000000000, propagate_forward_time: 11.4909009933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473957062
validation[          , genome  7092] predictions:    9801/  10000 (98.01%), best:    9796/10000 (97.96%), error:       715.36761, best error:       668.25775 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 145.8980102539s, input_fired_time: 1.5226535797, output_fired_time: 1.3342101574, propagate_forward_time: 55.0963096619, propagate_backward_time: 84.8690185547, weight_update_time: 0.1676352024, other_time: 3.0758056641
epoch time: 11.9656801224s, input_fired_time: 0.1780470908, output_fired_time: 0.0000000000, propagate_forward_time: 11.2766637802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109691620
validation[          , genome  7092] predictions:    9778/  10000 (97.78%), best:    9796/10000 (97.96%), error:       729.37640, best error:       668.25775 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 148.5964660645s, input_fired_time: 1.4613562822, output_fired_time: 1.2964612246, propagate_forward_time: 56.4333076477, propagate_backward_time: 86.4461364746, weight_update_time: 0.1706617028, other_time: 2.9592132568
epoch time: 14.4867973328s, input_fired_time: 0.2413393855, output_fired_time: 0.0000000000, propagate_forward_time: 13.3574066162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8880510330
validation[          , genome  7092] predictions:    9772/  10000 (97.72%), best:    9796/10000 (97.96%), error:       733.61401, best error:       668.25775 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 151.5190124512s, input_fired_time: 1.4892247915, output_fired_time: 1.2716658115, propagate_forward_time: 57.4384689331, propagate_backward_time: 88.2686309814, weight_update_time: 0.2150665820, other_time: 3.0510177612
epoch time: 13.2053117752s, input_fired_time: 0.1836351156, output_fired_time: 0.0000000000, propagate_forward_time: 12.3760662079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6456108093
validation[          , genome  7092] predictions:    9791/  10000 (97.91%), best:    9796/10000 (97.96%), error:       717.62878, best error:       668.25775 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 153.1120605469s, input_fired_time: 1.5192230940, output_fired_time: 1.4906823635, propagate_forward_time: 58.5714225769, propagate_backward_time: 88.5992736816, weight_update_time: 0.1648027748, other_time: 2.9314575195
epoch time: 20.9081115723s, input_fired_time: 0.2906411290, output_fired_time: 0.0000000000, propagate_forward_time: 19.7124423981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9050273895
validation[          , genome  7092] predictions:    9785/  10000 (97.85%), best:    9796/10000 (97.96%), error:       717.06323, best error:       668.25775 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 264.1012573242s, input_fired_time: 2.4532327652, output_fired_time: 1.9129328728, propagate_forward_time: 100.4022445679, propagate_backward_time: 154.8919372559, weight_update_time: 0.1811894327, other_time: 4.4408874512
epoch time: 17.6860713959s, input_fired_time: 0.1958163381, output_fired_time: 0.0000000000, propagate_forward_time: 16.5889759064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9012794495
validation[          , genome  7092] predictions:    9789/  10000 (97.89%), best:    9796/10000 (97.96%), error:       696.35254, best error:       668.25775 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 244.9010620117s, input_fired_time: 2.5042688847, output_fired_time: 2.0863261223, propagate_forward_time: 94.3640213013, propagate_backward_time: 141.2968597412, weight_update_time: 0.1811495721, other_time: 4.6495819092
epoch time: 21.2091464996s, input_fired_time: 0.4460487068, output_fired_time: 0.0000000000, propagate_forward_time: 19.5350894928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2280082703
validation[          , genome  7092] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       742.31299, best error:       668.25775 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 250.9792175293s, input_fired_time: 2.4991712570, output_fired_time: 1.7961466312, propagate_forward_time: 97.9318237305, propagate_backward_time: 144.5941467285, weight_update_time: 0.4334686697, other_time: 4.1579284668
epoch time: 18.7306957245s, input_fired_time: 0.1959771365, output_fired_time: 0.0000000000, propagate_forward_time: 17.9757366180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5589828491
validation[          , genome  7092] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       642.67047, best error:       642.67047 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 255.6042785645s, input_fired_time: 2.2821946144, output_fired_time: 2.0524404049, propagate_forward_time: 101.2182464600, propagate_backward_time: 144.9195861816, weight_update_time: 0.1808761358, other_time: 5.1318054199
epoch time: 18.0117187500s, input_fired_time: 0.4474158883, output_fired_time: 0.0000000000, propagate_forward_time: 16.4901905060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0741119385
validation[          , genome  7092] predictions:    9790/  10000 (97.90%), best:    9813/10000 (98.13%), error:       698.16132, best error:       642.67047 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 266.4402770996s, input_fired_time: 2.4853074551, output_fired_time: 3.3050842285, propagate_forward_time: 97.6170959473, propagate_backward_time: 157.4285278320, weight_update_time: 0.1814746410, other_time: 5.6042480469
epoch time: 20.2771892548s, input_fired_time: 0.1974399388, output_fired_time: 0.0000000000, propagate_forward_time: 19.5168647766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5628852844
validation[          , genome  7092] predictions:    9758/  10000 (97.58%), best:    9813/10000 (98.13%), error:       773.09680, best error:       642.67047 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 271.4769592285s, input_fired_time: 2.6101014614, output_fired_time: 2.0216720104, propagate_forward_time: 105.8846511841, propagate_backward_time: 156.3482818604, weight_update_time: 0.3842725456, other_time: 4.6122589111
epoch time: 21.5435619354s, input_fired_time: 0.4479866922, output_fired_time: 0.0000000000, propagate_forward_time: 20.2839374542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8116378784
validation[          , genome  7092] predictions:    9802/  10000 (98.02%), best:    9813/10000 (98.13%), error:       678.52551, best error:       642.67047 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 288.6510925293s, input_fired_time: 1.8792399168, output_fired_time: 2.6165366173, propagate_forward_time: 113.1872940063, propagate_backward_time: 164.3842163086, weight_update_time: 0.5252025127, other_time: 6.5838012695
epoch time: 31.6634407043s, input_fired_time: 0.8682251573, output_fired_time: 0.0000000000, propagate_forward_time: 29.4386062622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3566093445
validation[          , genome  7092] predictions:    9784/  10000 (97.84%), best:    9813/10000 (98.13%), error:       683.06885, best error:       642.67047 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 242.8609008789s, input_fired_time: 3.2700574398, output_fired_time: 2.4145534039, propagate_forward_time: 92.7724227905, propagate_backward_time: 139.1598205566, weight_update_time: 0.1761406362, other_time: 5.2440490723
epoch time: 12.0564746857s, input_fired_time: 0.1854630113, output_fired_time: 0.0000000000, propagate_forward_time: 11.3463153839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246963501
validation[          , genome  7092] predictions:    9771/  10000 (97.71%), best:    9813/10000 (98.13%), error:       735.65991, best error:       642.67047 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 146.3152008057s, input_fired_time: 1.5636600256, output_fired_time: 1.2765330076, propagate_forward_time: 55.4839706421, propagate_backward_time: 84.8831710815, weight_update_time: 0.1680186093, other_time: 3.1078643799
epoch time: 10.8510551453s, input_fired_time: 0.1716617793, output_fired_time: 0.0000000000, propagate_forward_time: 10.1898870468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4895067215
validation[          , genome  7092] predictions:    9795/  10000 (97.95%), best:    9813/10000 (98.13%), error:       683.53577, best error:       642.67047 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 152.7232666016s, input_fired_time: 1.5525574684, output_fired_time: 1.3673677444, propagate_forward_time: 57.4384117126, propagate_backward_time: 89.1863250732, weight_update_time: 0.1662752628, other_time: 3.1786041260
epoch time: 13.6748533249s, input_fired_time: 0.1857722700, output_fired_time: 0.0000000000, propagate_forward_time: 12.8706521988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184291840
validation[          , genome  7092] predictions:    9793/  10000 (97.93%), best:    9813/10000 (98.13%), error:       706.56464, best error:       642.67047 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 154.5135040283s, input_fired_time: 1.5638335943, output_fired_time: 1.4026201963, propagate_forward_time: 58.3487625122, propagate_backward_time: 90.1351928711, weight_update_time: 0.1710128635, other_time: 3.0631027222
epoch time: 12.8752441406s, input_fired_time: 0.2691307664, output_fired_time: 0.0000000000, propagate_forward_time: 12.0647516251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413618088
validation[          , genome  7092] predictions:    9738/  10000 (97.38%), best:    9813/10000 (98.13%), error:       877.15057, best error:       642.67047 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 147.1012878418s, input_fired_time: 1.4639111757, output_fired_time: 1.2893062830, propagate_forward_time: 55.7157249451, propagate_backward_time: 85.6969985962, weight_update_time: 0.1700554639, other_time: 2.9353408813
epoch time: 13.3991832733s, input_fired_time: 0.2697922587, output_fired_time: 0.0000000000, propagate_forward_time: 12.5868453979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425453186
validation[          , genome  7092] predictions:    9793/  10000 (97.93%), best:    9813/10000 (98.13%), error:       711.49103, best error:       642.67047 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 154.9226837158s, input_fired_time: 1.4669370651, output_fired_time: 1.4906955957, propagate_forward_time: 58.7380981445, propagate_backward_time: 90.0547409058, weight_update_time: 0.2324105352, other_time: 3.1722183228
epoch time: 11.8066005707s, input_fired_time: 0.1819368303, output_fired_time: 0.0000000000, propagate_forward_time: 11.1085128784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161504745
validation[          , genome  7092] predictions:    9769/  10000 (97.69%), best:    9813/10000 (98.13%), error:       755.88855, best error:       642.67047 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 149.9916229248s, input_fired_time: 1.4777219296, output_fired_time: 1.3806130886, propagate_forward_time: 56.9131507874, propagate_backward_time: 87.2064361572, weight_update_time: 0.1691819131, other_time: 3.0137023926
epoch time: 13.0050239563s, input_fired_time: 0.1812936962, output_fired_time: 0.0000000000, propagate_forward_time: 12.1785812378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451492310
validation[          , genome  7092] predictions:    9792/  10000 (97.92%), best:    9813/10000 (98.13%), error:       695.58441, best error:       642.67047 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 141.4363708496s, input_fired_time: 1.4316887856, output_fired_time: 1.2420878410, propagate_forward_time: 53.5924453735, propagate_backward_time: 82.3043975830, weight_update_time: 0.1647991538, other_time: 2.8657608032
epoch time: 11.5960273743s, input_fired_time: 0.1852591634, output_fired_time: 0.0000000000, propagate_forward_time: 10.8870859146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236825943
validation[          , genome  7092] predictions:    9772/  10000 (97.72%), best:    9813/10000 (98.13%), error:       737.21069, best error:       642.67047 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 149.0339050293s, input_fired_time: 1.7015842199, output_fired_time: 1.3730683327, propagate_forward_time: 56.3151359558, propagate_backward_time: 86.7661590576, weight_update_time: 0.1674277782, other_time: 2.8779602051
epoch time: 11.1201038361s, input_fired_time: 0.1778863072, output_fired_time: 0.0000000000, propagate_forward_time: 10.4387359619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034818649
validation[          , genome  7092] predictions:    9789/  10000 (97.89%), best:    9813/10000 (98.13%), error:       670.93976, best error:       642.67047 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 142.9545745850s, input_fired_time: 1.4310874939, output_fired_time: 1.3828034401, propagate_forward_time: 54.2267608643, propagate_backward_time: 82.9460220337, weight_update_time: 0.1651457995, other_time: 2.9679031372
epoch time: 11.5922336578s, input_fired_time: 0.1858803481, output_fired_time: 0.0000000000, propagate_forward_time: 10.8883562088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179967880
validation[          , genome  7092] predictions:    9780/  10000 (97.80%), best:    9813/10000 (98.13%), error:       738.61554, best error:       642.67047 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 143.5489044189s, input_fired_time: 1.4302072525, output_fired_time: 1.2383280993, propagate_forward_time: 54.3631019592, propagate_backward_time: 83.6595764160, weight_update_time: 0.1641247720, other_time: 2.8576965332
epoch time: 12.3541851044s, input_fired_time: 0.1760440767, output_fired_time: 0.0000000000, propagate_forward_time: 11.6824960709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956445694
validation[          , genome  7092] predictions:    9787/  10000 (97.87%), best:    9813/10000 (98.13%), error:       711.46045, best error:       642.67047 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 142.6962585449s, input_fired_time: 1.4238711596, output_fired_time: 1.2227382660, propagate_forward_time: 54.0377731323, propagate_backward_time: 83.1793594360, weight_update_time: 0.1622339636, other_time: 2.8325195313
epoch time: 11.1295471191s, input_fired_time: 0.1743130237, output_fired_time: 0.0000000000, propagate_forward_time: 10.4618015289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934329987
validation[          , genome  7092] predictions:    9803/  10000 (98.03%), best:    9813/10000 (98.13%), error:       679.09149, best error:       642.67047 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 143.2109375000s, input_fired_time: 1.5374615192, output_fired_time: 1.2259961367, propagate_forward_time: 54.1828231812, propagate_backward_time: 83.2703781128, weight_update_time: 0.1615263969, other_time: 2.9942779541
epoch time: 11.7301082611s, input_fired_time: 0.1806915998, output_fired_time: 0.0000000000, propagate_forward_time: 11.0393953323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100212097
validation[          , genome  7092] predictions:    9805/  10000 (98.05%), best:    9813/10000 (98.13%), error:       674.82037, best error:       642.67047 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 146.4668731689s, input_fired_time: 1.4199415445, output_fired_time: 1.3637237549, propagate_forward_time: 55.4075393677, propagate_backward_time: 85.2328720093, weight_update_time: 0.1613851190, other_time: 3.0428009033
epoch time: 10.9461269379s, input_fired_time: 0.1708026826, output_fired_time: 0.0000000000, propagate_forward_time: 10.2906780243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846458435
validation[          , genome  7092] predictions:    9792/  10000 (97.92%), best:    9813/10000 (98.13%), error:       744.55408, best error:       642.67047 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 144.2616729736s, input_fired_time: 1.4168484211, output_fired_time: 1.2173165083, propagate_forward_time: 54.2707939148, propagate_backward_time: 84.3830642700, weight_update_time: 0.1614577770, other_time: 2.9736404419
epoch time: 11.3925409317s, input_fired_time: 0.1759472936, output_fired_time: 0.0000000000, propagate_forward_time: 10.6086282730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6079654694
validation[          , genome  7092] predictions:    9767/  10000 (97.67%), best:    9813/10000 (98.13%), error:       787.61951, best error:       642.67047 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 144.7382049561s, input_fired_time: 1.4061249495, output_fired_time: 1.2013279200, propagate_forward_time: 54.8525581360, propagate_backward_time: 84.4786682129, weight_update_time: 0.1602653861, other_time: 2.7995300293
epoch time: 11.4524784088s, input_fired_time: 0.1840734482, output_fired_time: 0.0000000000, propagate_forward_time: 10.7488985062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195064545
validation[          , genome  7092] predictions:    9755/  10000 (97.55%), best:    9813/10000 (98.13%), error:       774.84631, best error:       642.67047 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 141.8015441895s, input_fired_time: 1.4140764475, output_fired_time: 1.3241198063, propagate_forward_time: 53.5797615051, propagate_backward_time: 82.5267562866, weight_update_time: 0.1605105102, other_time: 2.9568252563
epoch time: 11.3207445145s, input_fired_time: 0.1721128821, output_fired_time: 0.0000000000, propagate_forward_time: 10.6572675705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913644791
validation[          , genome  7092] predictions:    9788/  10000 (97.88%), best:    9813/10000 (98.13%), error:       711.28619, best error:       642.67047 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 145.1286163330s, input_fired_time: 1.4336478710, output_fired_time: 1.2364950180, propagate_forward_time: 55.0555114746, propagate_backward_time: 84.5432510376, weight_update_time: 0.1640833467, other_time: 2.8597030640
epoch time: 14.0854587555s, input_fired_time: 0.2670426369, output_fired_time: 0.0000000000, propagate_forward_time: 13.3237352371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946813583
validation[          , genome  7092] predictions:    9756/  10000 (97.56%), best:    9813/10000 (98.13%), error:       800.30713, best error:       642.67047 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 139.7625579834s, input_fired_time: 1.5182464123, output_fired_time: 1.3097537756, propagate_forward_time: 52.9852485657, propagate_backward_time: 81.1449279785, weight_update_time: 0.1599345803, other_time: 2.8043823242
epoch time: 10.7695398331s, input_fired_time: 0.1780419201, output_fired_time: 0.0000000000, propagate_forward_time: 10.0947103500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967880249
validation[          , genome  7092] predictions:    9783/  10000 (97.83%), best:    9813/10000 (98.13%), error:       701.02936, best error:       642.67047 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 140.3666687012s, input_fired_time: 1.4286588430, output_fired_time: 1.2286200523, propagate_forward_time: 53.2532463074, propagate_backward_time: 81.6135864258, weight_update_time: 0.1627096385, other_time: 2.8425445557
epoch time: 14.9018526077s, input_fired_time: 0.2923061550, output_fired_time: 0.0000000000, propagate_forward_time: 13.8626394272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7469072342
validation[          , genome  7092] predictions:    9794/  10000 (97.94%), best:    9813/10000 (98.13%), error:       709.42316, best error:       642.67047 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 137.4464721680s, input_fired_time: 1.4192428589, output_fired_time: 1.2153806686, propagate_forward_time: 51.7373123169, propagate_backward_time: 80.2612380981, weight_update_time: 0.1610620767, other_time: 2.8132934570
epoch time: 10.5061025620s, input_fired_time: 0.1749366373, output_fired_time: 0.0000000000, propagate_forward_time: 9.8398227692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913434982
validation[          , genome  7092] predictions:    9781/  10000 (97.81%), best:    9813/10000 (98.13%), error:       717.75616, best error:       642.67047 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 143.7287445068s, input_fired_time: 1.4276235104, output_fired_time: 1.2352768183, propagate_forward_time: 54.6158218384, propagate_backward_time: 83.6125564575, weight_update_time: 0.1620399654, other_time: 2.8374633789
epoch time: 11.4775896072s, input_fired_time: 0.1828620285, output_fired_time: 0.0000000000, propagate_forward_time: 10.7828836441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5118436813
validation[          , genome  7092] predictions:    9797/  10000 (97.97%), best:    9813/10000 (98.13%), error:       695.73700, best error:       642.67047 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 141.8530426025s, input_fired_time: 1.5006859303, output_fired_time: 1.1908247471, propagate_forward_time: 53.4942932129, propagate_backward_time: 82.7594146729, weight_update_time: 0.1583186984, other_time: 2.9078216553
epoch time: 10.9559240341s, input_fired_time: 0.1737001240, output_fired_time: 0.0000000000, propagate_forward_time: 10.2915840149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4906396866
validation[          , genome  7092] predictions:    9755/  10000 (97.55%), best:    9813/10000 (98.13%), error:       768.00385, best error:       642.67047 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 140.7902374268s, input_fired_time: 1.4977580309, output_fired_time: 1.1988925934, propagate_forward_time: 53.1226539612, propagate_backward_time: 81.8849868774, weight_update_time: 0.1589233577, other_time: 3.0859451294
epoch time: 11.4698982239s, input_fired_time: 0.1809076816, output_fired_time: 0.0000000000, propagate_forward_time: 10.7831850052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058059692
validation[          , genome  7092] predictions:    9790/  10000 (97.90%), best:    9813/10000 (98.13%), error:       718.94720, best error:       642.67047 on epoch:    72, 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: 55.8643646240s, input_fired_time: 0.8664988875, output_fired_time: 0.0000000000, propagate_forward_time: 52.4387817383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5590858459
best training[          , genome  7092] predictions:   49778/  50000 (99.56%), best:    9813/10000 (98.13%), error:      1044.38513, best error:       642.67047 on epoch:    72, 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: 12.2594079971s, input_fired_time: 0.1740810722, output_fired_time: 0.0000000000, propagate_forward_time: 11.5044975281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5808296204
   testing[          , genome  7092] predictions:    9828/  10000 (98.28%), best:    9813/10000 (98.13%), error:       570.36823, best error:       642.67047 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:16:08 (2260): called boinc_finish(0)

</stderr_txt>
]]>