Nameexact_genome_1512568488_42_2762_1
Workunit2585039
Created7 Dec 2017, 1:21:40 UTC
Sent7 Dec 2017, 1:26:47 UTC
Report deadline9 Dec 2017, 22:34:56 UTC
Received7 Dec 2017, 2:56:54 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 29 min 41 sec
CPU time1 hours 29 min 37 sec
Validate stateValid
Credit720.17
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.81 MB
Peak swap size152.14 MB
Peak disk usage1.48 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0669339821, output_fired_time: 0.0000000000, propagate_forward_time: 3.6976044178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869993687
validation[          , genome  2762] predictions:    9412/  10000 (94.12%), best:    9437/10000 (94.37%), error:      2007.05859, best error:      1930.03784 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 48.9616012573s, input_fired_time: 0.5598830581, output_fired_time: 0.5518013239, propagate_forward_time: 18.4565200806, propagate_backward_time: 27.1916694641, weight_update_time: 0.1098158881, other_time: 2.2017288208
epoch time: 4.1614513397s, input_fired_time: 0.0677506924, output_fired_time: 0.0000000000, propagate_forward_time: 3.7024793625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912210464
validation[          , genome  2762] predictions:    9416/  10000 (94.16%), best:    9437/10000 (94.37%), error:      2015.27344, best error:      1930.03784 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 48.9856681824s, input_fired_time: 0.5594876409, output_fired_time: 0.5508786440, propagate_forward_time: 18.5033912659, propagate_backward_time: 27.1716003418, weight_update_time: 0.1111861765, other_time: 2.2003097534
epoch time: 4.1240353584s, input_fired_time: 0.0669160709, output_fired_time: 0.0000000000, propagate_forward_time: 3.6650209427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920984268
validation[          , genome  2762] predictions:    9451/  10000 (94.51%), best:    9451/10000 (94.51%), error:      1917.70483, best error:      1917.70483 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 48.8692550659s, input_fired_time: 0.5600512028, output_fired_time: 0.5426043272, propagate_forward_time: 18.3592987061, propagate_backward_time: 27.2064514160, weight_update_time: 0.1083447337, other_time: 2.2008514404
epoch time: 4.1204247475s, input_fired_time: 0.0673453212, output_fired_time: 0.0000000000, propagate_forward_time: 3.6574823856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955972195
validation[          , genome  2762] predictions:    9471/  10000 (94.71%), best:    9471/10000 (94.71%), error:      1880.18152, best error:      1880.18152 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 48.8780860901s, input_fired_time: 0.5591390729, output_fired_time: 0.5508731008, propagate_forward_time: 18.4720783234, propagate_backward_time: 27.1601867676, weight_update_time: 0.1083371043, other_time: 2.1358089447
epoch time: 4.1525015831s, input_fired_time: 0.0668596700, output_fired_time: 0.0000000000, propagate_forward_time: 3.6984276772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872141838
validation[          , genome  2762] predictions:    9470/  10000 (94.70%), best:    9470/10000 (94.70%), error:      1834.66113, best error:      1834.66113 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 48.8009071350s, input_fired_time: 0.5608556271, output_fired_time: 0.5476379395, propagate_forward_time: 18.3784904480, propagate_backward_time: 27.1206798553, weight_update_time: 0.1091563478, other_time: 2.1932430267
epoch time: 4.1325716972s, input_fired_time: 0.0678655729, output_fired_time: 0.0000000000, propagate_forward_time: 3.6714887619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932175636
validation[          , genome  2762] predictions:    9451/  10000 (94.51%), best:    9470/10000 (94.70%), error:      1888.41321, best error:      1834.66113 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 48.7556610107s, input_fired_time: 0.5550694466, output_fired_time: 0.5448930860, propagate_forward_time: 18.3329658508, propagate_backward_time: 27.1282424927, weight_update_time: 0.1089868397, other_time: 2.1944923401
epoch time: 4.1454730034s, input_fired_time: 0.0681167543, output_fired_time: 0.0000000000, propagate_forward_time: 3.6862483025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911080360
validation[          , genome  2762] predictions:    9478/  10000 (94.78%), best:    9478/10000 (94.78%), error:      1811.02209, best error:      1811.02209 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 48.6374359131s, input_fired_time: 0.5570415258, output_fired_time: 0.5440833569, propagate_forward_time: 18.2973861694, propagate_backward_time: 27.0460643768, weight_update_time: 0.1089862734, other_time: 2.1928615570
epoch time: 4.1240735054s, input_fired_time: 0.0678057745, output_fired_time: 0.0000000000, propagate_forward_time: 3.6617851257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944826126
validation[          , genome  2762] predictions:    9449/  10000 (94.49%), best:    9478/10000 (94.78%), error:      1896.43787, best error:      1811.02209 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 48.9627914429s, input_fired_time: 0.5621131063, output_fired_time: 0.5475509763, propagate_forward_time: 18.4572696686, propagate_backward_time: 27.1960430145, weight_update_time: 0.1095727161, other_time: 2.1998138428
epoch time: 4.1207790375s, input_fired_time: 0.0677754581, output_fired_time: 0.0000000000, propagate_forward_time: 3.6587471962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942565918
validation[          , genome  2762] predictions:    9458/  10000 (94.58%), best:    9478/10000 (94.78%), error:      1823.74707, best error:      1811.02209 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 49.0112571716s, input_fired_time: 0.5608004332, output_fired_time: 0.5516396761, propagate_forward_time: 18.4730262756, propagate_backward_time: 27.2160873413, weight_update_time: 0.1098509207, other_time: 2.2097053528
epoch time: 4.1598601341s, input_fired_time: 0.0682299882, output_fired_time: 0.0000000000, propagate_forward_time: 3.7035570145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880729675
validation[          , genome  2762] predictions:    9460/  10000 (94.60%), best:    9478/10000 (94.78%), error:      1820.98157, best error:      1811.02209 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 48.5976982117s, input_fired_time: 0.5597721338, output_fired_time: 0.5408571959, propagate_forward_time: 18.2845153809, propagate_backward_time: 27.0119476318, weight_update_time: 0.1090303287, other_time: 2.2006072998
epoch time: 4.1295170784s, input_fired_time: 0.0681158975, output_fired_time: 0.0000000000, propagate_forward_time: 3.6697394848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916618824
validation[          , genome  2762] predictions:    9475/  10000 (94.75%), best:    9478/10000 (94.78%), error:      1838.74475, best error:      1811.02209 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 48.6813163757s, input_fired_time: 0.5578030944, output_fired_time: 0.5439301133, propagate_forward_time: 18.3531608582, propagate_backward_time: 27.0729789734, weight_update_time: 0.1084139571, other_time: 2.1534423828
epoch time: 4.1405491829s, input_fired_time: 0.0682859719, output_fired_time: 0.0000000000, propagate_forward_time: 3.6814346313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908286095
validation[          , genome  2762] predictions:    9485/  10000 (94.85%), best:    9478/10000 (94.78%), error:      1811.85779, best error:      1811.02209 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 48.7263946533s, input_fired_time: 0.5569422841, output_fired_time: 0.5448746085, propagate_forward_time: 18.3771057129, propagate_backward_time: 27.1027164459, weight_update_time: 0.1081931368, other_time: 2.1447544098
epoch time: 4.1256914139s, input_fired_time: 0.0683781728, output_fired_time: 0.0000000000, propagate_forward_time: 3.6733877659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839256763
validation[          , genome  2762] predictions:    9464/  10000 (94.64%), best:    9464/10000 (94.64%), error:      1810.26306, best error:      1810.26306 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 48.7763748169s, input_fired_time: 0.5575481057, output_fired_time: 0.5524321198, propagate_forward_time: 18.3782234192, propagate_backward_time: 27.1322860718, weight_update_time: 0.1090986058, other_time: 2.1558837891
epoch time: 4.1307969093s, input_fired_time: 0.0677169487, output_fired_time: 0.0000000000, propagate_forward_time: 3.6709990501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920807838
validation[          , genome  2762] predictions:    9486/  10000 (94.86%), best:    9486/10000 (94.86%), error:      1781.30518, best error:      1781.30518 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 48.9988861084s, input_fired_time: 0.5632411838, output_fired_time: 0.5476779342, propagate_forward_time: 18.4969711304, propagate_backward_time: 27.1916255951, weight_update_time: 0.1115343124, other_time: 2.1993732452
epoch time: 4.1604232788s, input_fired_time: 0.0679544061, output_fired_time: 0.0000000000, propagate_forward_time: 3.6995944977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928742409
validation[          , genome  2762] predictions:    9502/  10000 (95.02%), best:    9502/10000 (95.02%), error:      1768.42542, best error:      1768.42542 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 48.7409286499s, input_fired_time: 0.5626740456, output_fired_time: 0.5472071171, propagate_forward_time: 18.3676471710, propagate_backward_time: 27.0678138733, weight_update_time: 0.1106556058, other_time: 2.1955852509
epoch time: 4.1158313751s, input_fired_time: 0.0700453967, output_fired_time: 0.0000000000, propagate_forward_time: 3.6541709900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916149139
validation[          , genome  2762] predictions:    9483/  10000 (94.83%), best:    9502/10000 (95.02%), error:      1776.87549, best error:      1768.42542 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 48.9398155212s, input_fired_time: 0.5630903244, output_fired_time: 0.5478177071, propagate_forward_time: 18.4475841522, propagate_backward_time: 27.1824378967, weight_update_time: 0.1092272252, other_time: 2.1988849640
epoch time: 4.1403150558s, input_fired_time: 0.0679394975, output_fired_time: 0.0000000000, propagate_forward_time: 3.6828079224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895678520
validation[          , genome  2762] predictions:    9480/  10000 (94.80%), best:    9480/10000 (94.80%), error:      1742.40686, best error:      1742.40686 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 48.7725677490s, input_fired_time: 0.5613355041, output_fired_time: 0.5489530563, propagate_forward_time: 18.3588180542, propagate_backward_time: 27.1080150604, weight_update_time: 0.1094413027, other_time: 2.1954441071
epoch time: 4.1117782593s, input_fired_time: 0.0689215213, output_fired_time: 0.0000000000, propagate_forward_time: 3.6507194042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921372890
validation[          , genome  2762] predictions:    9483/  10000 (94.83%), best:    9480/10000 (94.80%), error:      1761.40283, best error:      1742.40686 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 48.5562286377s, input_fired_time: 0.5626516938, output_fired_time: 0.5407017469, propagate_forward_time: 18.2366180420, propagate_backward_time: 27.0270919800, weight_update_time: 0.1081721783, other_time: 2.1891632080
epoch time: 4.0776901245s, input_fired_time: 0.0679843128, output_fired_time: 0.0000000000, propagate_forward_time: 3.6184692383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912367821
validation[          , genome  2762] predictions:    9466/  10000 (94.66%), best:    9480/10000 (94.80%), error:      1867.92432, best error:      1742.40686 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 48.8815803528s, input_fired_time: 0.5646144748, output_fired_time: 0.5472978354, propagate_forward_time: 18.4181938171, propagate_backward_time: 27.1537055969, weight_update_time: 0.1091892496, other_time: 2.1977691650
epoch time: 4.1379957199s, input_fired_time: 0.0686869994, output_fired_time: 0.0000000000, propagate_forward_time: 3.6757645607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935441971
validation[          , genome  2762] predictions:    9503/  10000 (95.03%), best:    9480/10000 (94.80%), error:      1747.31238, best error:      1742.40686 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 48.8884391785s, input_fired_time: 0.5637541413, output_fired_time: 0.5479921103, propagate_forward_time: 18.4395008087, propagate_backward_time: 27.1440238953, weight_update_time: 0.1096898839, other_time: 2.1931667328
epoch time: 4.1251277924s, input_fired_time: 0.0689415485, output_fired_time: 0.0000000000, propagate_forward_time: 3.6666488647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895373344
validation[          , genome  2762] predictions:    9499/  10000 (94.99%), best:    9480/10000 (94.80%), error:      1757.15613, best error:      1742.40686 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 48.8567810059s, input_fired_time: 0.5648067594, output_fired_time: 0.5475056171, propagate_forward_time: 18.4101638794, propagate_backward_time: 27.1413593292, weight_update_time: 0.1091623679, other_time: 2.1929454803
epoch time: 4.1630697250s, input_fired_time: 0.0685597211, output_fired_time: 0.0000000000, propagate_forward_time: 3.6910400391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034700394
validation[          , genome  2762] predictions:    9501/  10000 (95.01%), best:    9480/10000 (94.80%), error:      1771.07336, best error:      1742.40686 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 48.5281105042s, input_fired_time: 0.5558273196, output_fired_time: 0.5439592600, propagate_forward_time: 18.2671527863, propagate_backward_time: 27.0443477631, weight_update_time: 0.1071957499, other_time: 2.1168212891
epoch time: 4.1011586189s, input_fired_time: 0.0672970638, output_fired_time: 0.0000000000, propagate_forward_time: 3.6514637470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823978901
validation[          , genome  2762] predictions:    9473/  10000 (94.73%), best:    9480/10000 (94.80%), error:      1827.38733, best error:      1742.40686 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 48.8991928101s, input_fired_time: 0.5602601767, output_fired_time: 0.5499004126, propagate_forward_time: 18.4894409180, propagate_backward_time: 27.1613712311, weight_update_time: 0.1087018996, other_time: 2.1382198334
epoch time: 4.1445517540s, input_fired_time: 0.0688569993, output_fired_time: 0.0000000000, propagate_forward_time: 3.6892187595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864758015
validation[          , genome  2762] predictions:    9492/  10000 (94.92%), best:    9480/10000 (94.80%), error:      1760.75146, best error:      1742.40686 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 48.9279747009s, input_fired_time: 0.5654435158, output_fired_time: 0.5469502807, propagate_forward_time: 18.4514789581, propagate_backward_time: 27.1680183411, weight_update_time: 0.1105073616, other_time: 2.1960811615
epoch time: 4.1597199440s, input_fired_time: 0.0694097430, output_fired_time: 0.0000000000, propagate_forward_time: 3.6982097626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921003342
validation[          , genome  2762] predictions:    9492/  10000 (94.92%), best:    9492/10000 (94.92%), error:      1716.70105, best error:      1716.70105 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 48.6601181030s, input_fired_time: 0.5584163666, output_fired_time: 0.5453581810, propagate_forward_time: 18.3440513611, propagate_backward_time: 27.0707607269, weight_update_time: 0.1079230607, other_time: 2.1415309906
epoch time: 4.1183714867s, input_fired_time: 0.0679950193, output_fired_time: 0.0000000000, propagate_forward_time: 3.6669738293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834025860
validation[          , genome  2762] predictions:    9426/  10000 (94.26%), best:    9492/10000 (94.92%), error:      1961.80847, best error:      1716.70105 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 48.7958145142s, input_fired_time: 0.5630655885, output_fired_time: 0.5461502075, propagate_forward_time: 18.3726520538, propagate_backward_time: 27.1220760345, weight_update_time: 0.1099422723, other_time: 2.1918716431
epoch time: 4.1114716530s, input_fired_time: 0.0690394193, output_fired_time: 0.0000000000, propagate_forward_time: 3.6489949226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934373856
validation[          , genome  2762] predictions:    9498/  10000 (94.98%), best:    9492/10000 (94.92%), error:      1750.49121, best error:      1716.70105 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 48.5694351196s, input_fired_time: 0.5574004650, output_fired_time: 0.5445037484, propagate_forward_time: 18.3243999481, propagate_backward_time: 27.0207443237, weight_update_time: 0.1083605662, other_time: 2.1223888397
epoch time: 4.1143827438s, input_fired_time: 0.0675981790, output_fired_time: 0.0000000000, propagate_forward_time: 3.6610379219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857464790
validation[          , genome  2762] predictions:    9479/  10000 (94.79%), best:    9492/10000 (94.92%), error:      1784.26501, best error:      1716.70105 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 48.7341003418s, input_fired_time: 0.5628820062, output_fired_time: 0.5442714095, propagate_forward_time: 18.3351287842, propagate_backward_time: 27.0973415375, weight_update_time: 0.1093027368, other_time: 2.1944789886
epoch time: 4.1105060577s, input_fired_time: 0.0684559271, output_fired_time: 0.0000000000, propagate_forward_time: 3.6491568089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928935528
validation[          , genome  2762] predictions:    9487/  10000 (94.87%), best:    9492/10000 (94.92%), error:      1802.76099, best error:      1716.70105 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 48.7800636292s, input_fired_time: 0.5658894181, output_fired_time: 0.5462500453, propagate_forward_time: 18.4158687592, propagate_backward_time: 27.0632915497, weight_update_time: 0.1090820581, other_time: 2.1887626648
epoch time: 4.1459674835s, input_fired_time: 0.0685263947, output_fired_time: 0.0000000000, propagate_forward_time: 3.6849565506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924846649
validation[          , genome  2762] predictions:    9466/  10000 (94.66%), best:    9492/10000 (94.92%), error:      1834.13293, best error:      1716.70105 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 48.8822822571s, input_fired_time: 0.5666911602, output_fired_time: 0.5481112599, propagate_forward_time: 18.4454002380, propagate_backward_time: 27.1324138641, weight_update_time: 0.1094422042, other_time: 2.1896648407
epoch time: 4.1566114426s, input_fired_time: 0.0685392097, output_fired_time: 0.0000000000, propagate_forward_time: 3.6919641495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961081505
validation[          , genome  2762] predictions:    9463/  10000 (94.63%), best:    9492/10000 (94.92%), error:      1851.55176, best error:      1716.70105 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 48.8403549194s, input_fired_time: 0.5649214387, output_fired_time: 0.5468785167, propagate_forward_time: 18.4383354187, propagate_backward_time: 27.0985012054, weight_update_time: 0.1101998314, other_time: 2.1917171478
epoch time: 4.1522011757s, input_fired_time: 0.0686481372, output_fired_time: 0.0000000000, propagate_forward_time: 3.6919212341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916316032
validation[          , genome  2762] predictions:    9506/  10000 (95.06%), best:    9492/10000 (94.92%), error:      1726.20105, best error:      1716.70105 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 48.8878936768s, input_fired_time: 0.5661702752, output_fired_time: 0.5489524603, propagate_forward_time: 18.4471092224, propagate_backward_time: 27.1341514587, weight_update_time: 0.1100012511, other_time: 2.1915092468
epoch time: 4.1585693359s, input_fired_time: 0.0692632273, output_fired_time: 0.0000000000, propagate_forward_time: 3.6990032196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903026581
validation[          , genome  2762] predictions:    9470/  10000 (94.70%), best:    9492/10000 (94.92%), error:      1817.81433, best error:      1716.70105 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 48.8006782532s, input_fired_time: 0.5680619478, output_fired_time: 0.5437429547, propagate_forward_time: 18.3551120758, propagate_backward_time: 27.1398181915, weight_update_time: 0.1101682708, other_time: 2.1939430237
epoch time: 4.1368403435s, input_fired_time: 0.0699654892, output_fired_time: 0.0000000000, propagate_forward_time: 3.6727366447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941383362
validation[          , genome  2762] predictions:    9520/  10000 (95.20%), best:    9520/10000 (95.20%), error:      1710.18237, best error:      1710.18237 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 48.6294364929s, input_fired_time: 0.5640774965, output_fired_time: 0.5443417430, propagate_forward_time: 18.2438087463, propagate_backward_time: 27.0942420959, weight_update_time: 0.1082115173, other_time: 2.1829643250
epoch time: 4.1198005676s, input_fired_time: 0.0692897141, output_fired_time: 0.0000000000, propagate_forward_time: 3.6597220898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907887936
validation[          , genome  2762] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1692.19812, best error:      1692.19812 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 49.0407676697s, input_fired_time: 0.5689684749, output_fired_time: 0.5495243073, propagate_forward_time: 18.5068283081, propagate_backward_time: 27.2116546631, weight_update_time: 0.1104774773, other_time: 2.2037887573
epoch time: 4.1107835770s, input_fired_time: 0.0679929107, output_fired_time: 0.0000000000, propagate_forward_time: 3.6651487350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776421547
validation[          , genome  2762] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1726.24109, best error:      1692.19812 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 48.5120582581s, input_fired_time: 0.5563602448, output_fired_time: 0.5433874726, propagate_forward_time: 18.2644271851, propagate_backward_time: 27.0290546417, weight_update_time: 0.1074639410, other_time: 2.1188259125
epoch time: 4.0980377197s, input_fired_time: 0.0680215061, output_fired_time: 0.0000000000, propagate_forward_time: 3.6472587585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827576637
validation[          , genome  2762] predictions:    9453/  10000 (94.53%), best:    9505/10000 (95.05%), error:      1893.03442, best error:      1692.19812 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 48.7448425293s, input_fired_time: 0.5647853017, output_fired_time: 0.5452618003, propagate_forward_time: 18.3211517334, propagate_backward_time: 27.1300792694, weight_update_time: 0.1085032299, other_time: 2.1835651398
epoch time: 4.0820612907s, input_fired_time: 0.0685660914, output_fired_time: 0.0000000000, propagate_forward_time: 3.6213834286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921115398
validation[          , genome  2762] predictions:    9504/  10000 (95.04%), best:    9505/10000 (95.05%), error:      1736.04126, best error:      1692.19812 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 48.7616157532s, input_fired_time: 0.5681275129, output_fired_time: 0.5438382030, propagate_forward_time: 18.3375492096, propagate_backward_time: 27.1144046783, weight_update_time: 0.1092716828, other_time: 2.1976966858
epoch time: 4.1264185905s, input_fired_time: 0.0690637827, output_fired_time: 0.0000000000, propagate_forward_time: 3.6638753414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934795856
validation[          , genome  2762] predictions:    9511/  10000 (95.11%), best:    9505/10000 (95.05%), error:      1728.45874, best error:      1692.19812 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 48.7337837219s, input_fired_time: 0.5662580729, output_fired_time: 0.5448047519, propagate_forward_time: 18.3342685699, propagate_backward_time: 27.1018600464, weight_update_time: 0.1099597365, other_time: 2.1865940094
epoch time: 4.1609034538s, input_fired_time: 0.0689390376, output_fired_time: 0.0000000000, propagate_forward_time: 3.6932396889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987245560
validation[          , genome  2762] predictions:    9498/  10000 (94.98%), best:    9505/10000 (95.05%), error:      1757.13257, best error:      1692.19812 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 48.8866004944s, input_fired_time: 0.5641404390, output_fired_time: 0.5498778820, propagate_forward_time: 18.4718608856, propagate_backward_time: 27.1623306274, weight_update_time: 0.1092006937, other_time: 2.1383914948
epoch time: 4.1348452568s, input_fired_time: 0.0688211396, output_fired_time: 0.0000000000, propagate_forward_time: 3.6807749271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852493763
validation[          , genome  2762] predictions:    9489/  10000 (94.89%), best:    9505/10000 (95.05%), error:      1709.00867, best error:      1692.19812 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 48.6998977661s, input_fired_time: 0.5653055310, output_fired_time: 0.5452749133, propagate_forward_time: 18.3440666199, propagate_backward_time: 27.0573482513, weight_update_time: 0.1097077206, other_time: 2.1879024506
epoch time: 4.1479401588s, input_fired_time: 0.0711726174, output_fired_time: 0.0000000000, propagate_forward_time: 3.6850965023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916709423
validation[          , genome  2762] predictions:    9489/  10000 (94.89%), best:    9505/10000 (95.05%), error:      1763.87561, best error:      1692.19812 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 48.6504516602s, input_fired_time: 0.5637658834, output_fired_time: 0.5449393392, propagate_forward_time: 18.2355556488, propagate_backward_time: 27.1153316498, weight_update_time: 0.1075959429, other_time: 2.1908569336
epoch time: 4.1389489174s, input_fired_time: 0.0691581964, output_fired_time: 0.0000000000, propagate_forward_time: 3.6774473190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923435211
validation[          , genome  2762] predictions:    9525/  10000 (95.25%), best:    9525/10000 (95.25%), error:      1673.34497, best error:      1673.34497 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 48.5872955322s, input_fired_time: 0.5650535226, output_fired_time: 0.5450488329, propagate_forward_time: 18.3139114380, propagate_backward_time: 26.9759902954, weight_update_time: 0.1102631539, other_time: 2.1872940063
epoch time: 4.1436028481s, input_fired_time: 0.0692752302, output_fired_time: 0.0000000000, propagate_forward_time: 3.6818654537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924620152
validation[          , genome  2762] predictions:    9512/  10000 (95.12%), best:    9525/10000 (95.25%), error:      1766.64075, best error:      1673.34497 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 48.7187767029s, input_fired_time: 0.5691188574, output_fired_time: 0.5454682112, propagate_forward_time: 18.3501892090, propagate_backward_time: 27.0585193634, weight_update_time: 0.1092823073, other_time: 2.1954822540
epoch time: 4.1331033707s, input_fired_time: 0.0691098720, output_fired_time: 0.0000000000, propagate_forward_time: 3.6713590622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926343918
validation[          , genome  2762] predictions:    9502/  10000 (95.02%), best:    9525/10000 (95.25%), error:      1726.21167, best error:      1673.34497 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 48.9182701111s, input_fired_time: 0.5676116347, output_fired_time: 0.5478084087, propagate_forward_time: 18.4389724731, propagate_backward_time: 27.1657619476, weight_update_time: 0.1098769307, other_time: 2.1981143951
epoch time: 4.1539211273s, input_fired_time: 0.0708864182, output_fired_time: 0.0000000000, propagate_forward_time: 3.6893284321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937060833
validation[          , genome  2762] predictions:    9516/  10000 (95.16%), best:    9525/10000 (95.25%), error:      1702.66248, best error:      1673.34497 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 48.4512634277s, input_fired_time: 0.5591937304, output_fired_time: 0.5376390219, propagate_forward_time: 18.2089138031, propagate_backward_time: 27.0042667389, weight_update_time: 0.1074324176, other_time: 2.1412506104
epoch time: 4.0873160362s, input_fired_time: 0.0681531131, output_fired_time: 0.0000000000, propagate_forward_time: 3.6353905201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837726116
validation[          , genome  2762] predictions:    9505/  10000 (95.05%), best:    9525/10000 (95.25%), error:      1711.45105, best error:      1673.34497 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 48.7734603882s, input_fired_time: 0.5705096722, output_fired_time: 0.5446225405, propagate_forward_time: 18.3556232452, propagate_backward_time: 27.1079349518, weight_update_time: 0.1098098382, other_time: 2.1947669983
epoch time: 4.0857439041s, input_fired_time: 0.0694353729, output_fired_time: 0.0000000000, propagate_forward_time: 3.6248741150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914341927
validation[          , genome  2762] predictions:    9505/  10000 (95.05%), best:    9525/10000 (95.25%), error:      1715.46094, best error:      1673.34497 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 48.5652542114s, input_fired_time: 0.5604127645, output_fired_time: 0.5399367213, propagate_forward_time: 18.2875614166, propagate_backward_time: 27.0572719574, weight_update_time: 0.1074481905, other_time: 2.1200714111
epoch time: 4.1385965347s, input_fired_time: 0.0695161000, output_fired_time: 0.0000000000, propagate_forward_time: 3.6857595444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833208084
validation[          , genome  2762] predictions:    9494/  10000 (94.94%), best:    9525/10000 (95.25%), error:      1784.85291, best error:      1673.34497 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 48.8683128357s, input_fired_time: 0.5694682002, output_fired_time: 0.5472406149, propagate_forward_time: 18.3908023834, propagate_backward_time: 27.1401634216, weight_update_time: 0.1142146513, other_time: 2.2206363678
epoch time: 4.1485166550s, input_fired_time: 0.0705186650, output_fired_time: 0.0000000000, propagate_forward_time: 3.6846761703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933219910
validation[          , genome  2762] predictions:    9511/  10000 (95.11%), best:    9525/10000 (95.25%), error:      1680.72192, best error:      1673.34497 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 48.7511062622s, input_fired_time: 0.5695582628, output_fired_time: 0.5431585908, propagate_forward_time: 18.3500747681, propagate_backward_time: 27.0958957672, weight_update_time: 0.1102984920, other_time: 2.1924190521
epoch time: 4.1306939125s, input_fired_time: 0.0694985986, output_fired_time: 0.0000000000, propagate_forward_time: 3.6687588692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924365044
validation[          , genome  2762] predictions:    9504/  10000 (95.04%), best:    9525/10000 (95.25%), error:      1721.28723, best error:      1673.34497 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 48.7887763977s, input_fired_time: 0.5697464943, output_fired_time: 0.5453192592, propagate_forward_time: 18.3834915161, propagate_backward_time: 27.1012039185, weight_update_time: 0.1093092933, other_time: 2.1890144348
epoch time: 4.1453142166s, input_fired_time: 0.0706536174, output_fired_time: 0.0000000000, propagate_forward_time: 3.6819646358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926961422
validation[          , genome  2762] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1669.74646, best error:      1669.74646 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 48.5933761597s, input_fired_time: 0.5627348423, output_fired_time: 0.5466426611, propagate_forward_time: 18.2716274261, propagate_backward_time: 27.0704364777, weight_update_time: 0.1083651930, other_time: 2.1419334412
epoch time: 4.1386499405s, input_fired_time: 0.0687344223, output_fired_time: 0.0000000000, propagate_forward_time: 3.6864492893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834660053
validation[          , genome  2762] predictions:    9492/  10000 (94.92%), best:    9522/10000 (95.22%), error:      1744.72363, best error:      1669.74646 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 48.8170394897s, input_fired_time: 0.5678659081, output_fired_time: 0.5465778708, propagate_forward_time: 18.3914947510, propagate_backward_time: 27.1119003296, weight_update_time: 0.1106495559, other_time: 2.1991996765
epoch time: 4.1505060196s, input_fired_time: 0.0704105943, output_fired_time: 0.0000000000, propagate_forward_time: 3.6870825291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930127621
validation[          , genome  2762] predictions:    9526/  10000 (95.26%), best:    9526/10000 (95.26%), error:      1652.22791, best error:      1652.22791 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 48.6601676941s, input_fired_time: 0.5612486601, output_fired_time: 0.5461755991, propagate_forward_time: 18.3374843597, propagate_backward_time: 27.0735340118, weight_update_time: 0.1089811623, other_time: 2.1417236328
epoch time: 4.1247344017s, input_fired_time: 0.0689381957, output_fired_time: 0.0000000000, propagate_forward_time: 3.6706485748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851475716
validation[          , genome  2762] predictions:    9525/  10000 (95.25%), best:    9526/10000 (95.26%), error:      1668.33472, best error:      1652.22791 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 48.7992210388s, input_fired_time: 0.5677584410, output_fired_time: 0.5448450446, propagate_forward_time: 18.3627395630, propagate_backward_time: 27.1335067749, weight_update_time: 0.1092601046, other_time: 2.1903724670
epoch time: 4.1317973137s, input_fired_time: 0.0706540421, output_fired_time: 0.0000000000, propagate_forward_time: 3.6687116623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924317360
validation[          , genome  2762] predictions:    9516/  10000 (95.16%), best:    9516/10000 (95.16%), error:      1641.95520, best error:      1641.95520 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 48.8485679626s, input_fired_time: 0.5662494302, output_fired_time: 0.5485622287, propagate_forward_time: 18.4430522919, propagate_backward_time: 27.1433982849, weight_update_time: 0.1078009680, other_time: 2.1473064423
epoch time: 4.1487941742s, input_fired_time: 0.0695395470, output_fired_time: 0.0000000000, propagate_forward_time: 3.6944329739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848216534
validation[          , genome  2762] predictions:    9519/  10000 (95.19%), best:    9516/10000 (95.16%), error:      1661.27197, best error:      1641.95520 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 48.6516952515s, input_fired_time: 0.5643399358, output_fired_time: 0.5461481214, propagate_forward_time: 18.3707351685, propagate_backward_time: 27.0337238312, weight_update_time: 0.1085558385, other_time: 2.1367511749
epoch time: 4.1293058395s, input_fired_time: 0.0699705631, output_fired_time: 0.0000000000, propagate_forward_time: 3.6749296188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844056129
validation[          , genome  2762] predictions:    9513/  10000 (95.13%), best:    9516/10000 (95.16%), error:      1662.10303, best error:      1641.95520 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 48.5577392578s, input_fired_time: 0.5632611513, output_fired_time: 0.5449159741, propagate_forward_time: 18.3079032898, propagate_backward_time: 27.0106143951, weight_update_time: 0.1077510193, other_time: 2.1310443878
epoch time: 4.1040501595s, input_fired_time: 0.0688057542, output_fired_time: 0.0000000000, propagate_forward_time: 3.6537275314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815169334
validation[          , genome  2762] predictions:    9515/  10000 (95.15%), best:    9516/10000 (95.16%), error:      1670.28345, best error:      1641.95520 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 48.5253944397s, input_fired_time: 0.5643737316, output_fired_time: 0.5446396470, propagate_forward_time: 18.2950668335, propagate_backward_time: 26.9908866882, weight_update_time: 0.1079299599, other_time: 2.1304283142
epoch time: 4.1080741882s, input_fired_time: 0.0690492317, output_fired_time: 0.0000000000, propagate_forward_time: 3.6551992893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838255405
validation[          , genome  2762] predictions:    9527/  10000 (95.27%), best:    9516/10000 (95.16%), error:      1645.02917, best error:      1641.95520 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 48.5901756287s, input_fired_time: 0.5626199841, output_fired_time: 0.5424001217, propagate_forward_time: 18.3000965118, propagate_backward_time: 27.0523433685, weight_update_time: 0.1071029603, other_time: 2.1327171326
epoch time: 4.0954689980s, input_fired_time: 0.0695024580, output_fired_time: 0.0000000000, propagate_forward_time: 3.6405155659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854510784
validation[          , genome  2762] predictions:    9485/  10000 (94.85%), best:    9516/10000 (95.16%), error:      1736.93018, best error:      1641.95520 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 48.3768920898s, input_fired_time: 0.5610010624, output_fired_time: 0.5365878344, propagate_forward_time: 18.2144546509, propagate_backward_time: 26.9300022125, weight_update_time: 0.1065750197, other_time: 2.1348476410
epoch time: 4.0877995491s, input_fired_time: 0.0688382164, output_fired_time: 0.0000000000, propagate_forward_time: 3.6333963871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855650425
validation[          , genome  2762] predictions:    9494/  10000 (94.94%), best:    9516/10000 (95.16%), error:      1749.85925, best error:      1641.95520 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 48.5287017822s, input_fired_time: 0.5639696121, output_fired_time: 0.5447003841, propagate_forward_time: 18.2756996155, propagate_backward_time: 27.0142116547, weight_update_time: 0.1078449860, other_time: 2.1301212311
epoch time: 4.1094298363s, input_fired_time: 0.0687690079, output_fired_time: 0.0000000000, propagate_forward_time: 3.6554396152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852212429
validation[          , genome  2762] predictions:    9515/  10000 (95.15%), best:    9515/10000 (95.15%), error:      1634.92273, best error:      1634.92273 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 48.8803520203s, input_fired_time: 0.5704173446, output_fired_time: 0.5507596135, propagate_forward_time: 18.4575653076, propagate_backward_time: 27.1109924316, weight_update_time: 0.1107243821, other_time: 2.1906204224
epoch time: 4.1528787613s, input_fired_time: 0.0696575195, output_fired_time: 0.0000000000, propagate_forward_time: 3.6910531521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921682835
validation[          , genome  2762] predictions:    9522/  10000 (95.22%), best:    9515/10000 (95.15%), error:      1660.79419, best error:      1634.92273 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 48.7039947510s, input_fired_time: 0.5687578917, output_fired_time: 0.5475311875, propagate_forward_time: 18.3985652924, propagate_backward_time: 27.0558128357, weight_update_time: 0.1090927050, other_time: 2.1333293915
epoch time: 4.1330151558s, input_fired_time: 0.0692389309, output_fired_time: 0.0000000000, propagate_forward_time: 3.6805675030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832085133
validation[          , genome  2762] predictions:    9517/  10000 (95.17%), best:    9515/10000 (95.15%), error:      1693.48328, best error:      1634.92273 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 48.5745697021s, input_fired_time: 0.5674437881, output_fired_time: 0.5452413559, propagate_forward_time: 18.3028335571, propagate_backward_time: 27.0256538391, weight_update_time: 0.1074900404, other_time: 2.1333961487
epoch time: 4.0980486870s, input_fired_time: 0.0694631487, output_fired_time: 0.0000000000, propagate_forward_time: 3.6455583572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830270767
validation[          , genome  2762] predictions:    9519/  10000 (95.19%), best:    9515/10000 (95.15%), error:      1673.92419, best error:      1634.92273 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 48.9001884460s, input_fired_time: 0.5729932785, output_fired_time: 0.5440158844, propagate_forward_time: 18.3837261200, propagate_backward_time: 27.2036685944, weight_update_time: 0.1097329855, other_time: 2.1957855225
epoch time: 4.1568746567s, input_fired_time: 0.0707168132, output_fired_time: 0.0000000000, propagate_forward_time: 3.6982495785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879082203
validation[          , genome  2762] predictions:    9520/  10000 (95.20%), best:    9515/10000 (95.15%), error:      1647.19849, best error:      1634.92273 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 48.7065505981s, input_fired_time: 0.5667009950, output_fired_time: 0.5476745367, propagate_forward_time: 18.3950462341, propagate_backward_time: 27.0600032806, weight_update_time: 0.1091951728, other_time: 2.1371250153
epoch time: 4.1305623055s, input_fired_time: 0.0688035935, output_fired_time: 0.0000000000, propagate_forward_time: 3.6798739433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818845749
validation[          , genome  2762] predictions:    9532/  10000 (95.32%), best:    9515/10000 (95.15%), error:      1638.23804, best error:      1634.92273 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 48.5774574280s, input_fired_time: 0.5714972615, output_fired_time: 0.5408987403, propagate_forward_time: 18.2158145905, propagate_backward_time: 27.0625782013, weight_update_time: 0.1084400415, other_time: 2.1866683960
epoch time: 4.0774893761s, input_fired_time: 0.0695357695, output_fired_time: 0.0000000000, propagate_forward_time: 3.6151711941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927824497
validation[          , genome  2762] predictions:    9487/  10000 (94.87%), best:    9515/10000 (95.15%), error:      1698.27942, best error:      1634.92273 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 48.7449417114s, input_fired_time: 0.5707413554, output_fired_time: 0.5449442267, propagate_forward_time: 18.2791290283, propagate_backward_time: 27.1660785675, weight_update_time: 0.1086458564, other_time: 2.1840496063
epoch time: 4.1063313484s, input_fired_time: 0.0714767501, output_fired_time: 0.0000000000, propagate_forward_time: 3.6426591873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921952248
validation[          , genome  2762] predictions:    9519/  10000 (95.19%), best:    9515/10000 (95.15%), error:      1695.01172, best error:      1634.92273 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 48.7340927124s, input_fired_time: 0.5693325400, output_fired_time: 0.5447590947, propagate_forward_time: 18.3615074158, propagate_backward_time: 27.1085586548, weight_update_time: 0.1081858203, other_time: 2.1499366760
epoch time: 4.1521253586s, input_fired_time: 0.0705387220, output_fired_time: 0.0000000000, propagate_forward_time: 3.6978504658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837363720
validation[          , genome  2762] predictions:    9486/  10000 (94.86%), best:    9515/10000 (95.15%), error:      1742.78979, best error:      1634.92273 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 48.7777786255s, input_fired_time: 0.5666258335, output_fired_time: 0.5441315174, propagate_forward_time: 18.3780479431, propagate_backward_time: 27.1537113190, weight_update_time: 0.1087026373, other_time: 2.1352596283
epoch time: 4.1275706291s, input_fired_time: 0.0696301535, output_fired_time: 0.0000000000, propagate_forward_time: 3.6739549637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839855194
validation[          , genome  2762] predictions:    9518/  10000 (95.18%), best:    9515/10000 (95.15%), error:      1660.84119, best error:      1634.92273 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 48.9217987061s, input_fired_time: 0.5705373287, output_fired_time: 0.5478340983, propagate_forward_time: 18.4501228333, propagate_backward_time: 27.1817798615, weight_update_time: 0.1091028601, other_time: 2.1715259552
epoch time: 4.1461811066s, input_fired_time: 0.0711845532, output_fired_time: 0.0000000000, propagate_forward_time: 3.6836040020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913924694
validation[          , genome  2762] predictions:    9528/  10000 (95.28%), best:    9528/10000 (95.28%), error:      1630.55701, best error:      1630.55701 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 48.8073005676s, input_fired_time: 0.5683570504, output_fired_time: 0.5456354022, propagate_forward_time: 18.3906402588, propagate_backward_time: 27.1534404755, weight_update_time: 0.1074960679, other_time: 2.1492290497
epoch time: 4.1382012367s, input_fired_time: 0.0712033659, output_fired_time: 0.0000000000, propagate_forward_time: 3.6745133400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924846649
validation[          , genome  2762] predictions:    9521/  10000 (95.21%), best:    9528/10000 (95.28%), error:      1641.89417, best error:      1630.55701 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 49.0050621033s, input_fired_time: 0.5757119060, output_fired_time: 0.5497857332, propagate_forward_time: 18.4938335419, propagate_backward_time: 27.1909713745, weight_update_time: 0.1095231920, other_time: 2.1947612762
epoch time: 4.1649026871s, input_fired_time: 0.0714985430, output_fired_time: 0.0000000000, propagate_forward_time: 3.6997065544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936977386
validation[          , genome  2762] predictions:    9528/  10000 (95.28%), best:    9528/10000 (95.28%), error:      1643.83325, best error:      1630.55701 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 48.7636337280s, input_fired_time: 0.5693447590, output_fired_time: 0.5451183915, propagate_forward_time: 18.3655014038, propagate_backward_time: 27.1415195465, weight_update_time: 0.1077553257, other_time: 2.1421489716
epoch time: 4.1301293373s, input_fired_time: 0.0711106732, output_fired_time: 0.0000000000, propagate_forward_time: 3.6735181808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855004311
validation[          , genome  2762] predictions:    9509/  10000 (95.09%), best:    9528/10000 (95.28%), error:      1697.27686, best error:      1630.55701 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 48.5545692444s, input_fired_time: 0.5729020834, output_fired_time: 0.5421312451, propagate_forward_time: 18.2545585632, propagate_backward_time: 27.0129280090, weight_update_time: 0.1088795885, other_time: 2.1720504761
epoch time: 4.1475520134s, input_fired_time: 0.0699449852, output_fired_time: 0.0000000000, propagate_forward_time: 3.6920225620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855845928
validation[          , genome  2762] predictions:    9500/  10000 (95.00%), best:    9528/10000 (95.28%), error:      1705.08936, best error:      1630.55701 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 48.7623138428s, input_fired_time: 0.5760037899, output_fired_time: 0.5489656329, propagate_forward_time: 18.3260555267, propagate_backward_time: 27.1212253571, weight_update_time: 0.1084237546, other_time: 2.1900634766
epoch time: 4.1213130951s, input_fired_time: 0.0708240643, output_fired_time: 0.0000000000, propagate_forward_time: 3.6603701115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901188374
validation[          , genome  2762] predictions:    9504/  10000 (95.04%), best:    9528/10000 (95.28%), error:      1668.29895, best error:      1630.55701 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 48.7233848572s, input_fired_time: 0.5720669031, output_fired_time: 0.5469419360, propagate_forward_time: 18.3770961761, propagate_backward_time: 27.0476341248, weight_update_time: 0.1093895361, other_time: 2.1796436310
epoch time: 4.1072416306s, input_fired_time: 0.0701906011, output_fired_time: 0.0000000000, propagate_forward_time: 3.6528627872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841884136
validation[          , genome  2762] predictions:    9518/  10000 (95.18%), best:    9528/10000 (95.28%), error:      1671.24487, best error:      1630.55701 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 48.8765258789s, input_fired_time: 0.5794029832, output_fired_time: 0.5482692122, propagate_forward_time: 18.4113597870, propagate_backward_time: 27.1384201050, weight_update_time: 0.1092699468, other_time: 2.1990756989
epoch time: 4.1486644745s, input_fired_time: 0.0715045184, output_fired_time: 0.0000000000, propagate_forward_time: 3.6834025383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937573433
validation[          , genome  2762] predictions:    9502/  10000 (95.02%), best:    9528/10000 (95.28%), error:      1706.25342, best error:      1630.55701 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 48.8455581665s, input_fired_time: 0.5728211403, output_fired_time: 0.5508337617, propagate_forward_time: 18.4205017090, propagate_backward_time: 27.1130676270, weight_update_time: 0.1108135581, other_time: 2.1883316040
epoch time: 4.1510705948s, input_fired_time: 0.0711717680, output_fired_time: 0.0000000000, propagate_forward_time: 3.6897614002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901374340
validation[          , genome  2762] predictions:    9485/  10000 (94.85%), best:    9528/10000 (95.28%), error:      1818.71094, best error:      1630.55701 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.7258338928s, input_fired_time: 0.5721379519, output_fired_time: 0.5499111414, propagate_forward_time: 18.4238758087, propagate_backward_time: 27.0515270233, weight_update_time: 0.1098008975, other_time: 2.1283798218
epoch time: 4.1410746574s, input_fired_time: 0.0714869946, output_fired_time: 0.0000000000, propagate_forward_time: 3.6832475662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863401413
validation[          , genome  2762] predictions:    9503/  10000 (95.03%), best:    9528/10000 (95.28%), error:      1709.16211, best error:      1630.55701 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 48.8355522156s, input_fired_time: 0.5733634233, output_fired_time: 0.5448349714, propagate_forward_time: 18.4014530182, propagate_backward_time: 27.1337318420, weight_update_time: 0.1085584164, other_time: 2.1821689606
epoch time: 4.1382899284s, input_fired_time: 0.0717616826, output_fired_time: 0.0000000000, propagate_forward_time: 3.6754002571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911280632
validation[          , genome  2762] predictions:    9503/  10000 (95.03%), best:    9528/10000 (95.28%), error:      1732.17065, best error:      1630.55701 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 48.6295127869s, input_fired_time: 0.5712577701, output_fired_time: 0.5481126308, propagate_forward_time: 18.3635215759, propagate_backward_time: 27.0210838318, weight_update_time: 0.1073281094, other_time: 2.1255378723
epoch time: 4.1207203865s, input_fired_time: 0.0691667125, output_fired_time: 0.0000000000, propagate_forward_time: 3.6657760143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857777119
validation[          , genome  2762] predictions:    9510/  10000 (95.10%), best:    9528/10000 (95.28%), error:      1669.26917, best error:      1630.55701 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 48.7540283203s, input_fired_time: 0.5764427781, output_fired_time: 0.5471875072, propagate_forward_time: 18.3469142914, propagate_backward_time: 27.1038417816, weight_update_time: 0.1085809916, other_time: 2.1796417236
epoch time: 4.1339492798s, input_fired_time: 0.0709543601, output_fired_time: 0.0000000000, propagate_forward_time: 3.6782639027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847310543
validation[          , genome  2762] predictions:    9529/  10000 (95.29%), best:    9528/10000 (95.28%), error:      1650.83618, best error:      1630.55701 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 48.7693862915s, input_fired_time: 0.5738074183, output_fired_time: 0.5491472483, propagate_forward_time: 18.4134922028, propagate_backward_time: 27.0906639099, weight_update_time: 0.1095275059, other_time: 2.1422748566
epoch time: 4.0901217461s, input_fired_time: 0.0705733076, output_fired_time: 0.0000000000, propagate_forward_time: 3.6282513142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912971020
validation[          , genome  2762] predictions:    9515/  10000 (95.15%), best:    9528/10000 (95.28%), error:      1643.01624, best error:      1630.55701 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 48.9712219238s, input_fired_time: 0.5784040093, output_fired_time: 0.5474826097, propagate_forward_time: 18.4585437775, propagate_backward_time: 27.1940097809, weight_update_time: 0.1092408448, other_time: 2.1927833557
epoch time: 4.0791006088s, input_fired_time: 0.0699684694, output_fired_time: 0.0000000000, propagate_forward_time: 3.6280953884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810365200
validation[          , genome  2762] predictions:    9473/  10000 (94.73%), best:    9528/10000 (95.28%), error:      1762.13928, best error:      1630.55701 on epoch:    86, 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: 20.8834114075s, input_fired_time: 0.3573001623, output_fired_time: 0.0000000000, propagate_forward_time: 18.4806404114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0454711914
best training[          , genome  2762] predictions:   48360/  50000 (96.72%), best:    9528/10000 (95.28%), error:      6036.36670, best error:      1630.55701 on epoch:    86, 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: 4.1590528488s, input_fired_time: 0.0721324459, output_fired_time: 0.0000000000, propagate_forward_time: 3.6976485252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892717361
   testing[          , genome  2762] predictions:    9565/  10000 (95.65%), best:    9528/10000 (95.28%), error:      1529.58813, best error:      1630.55701 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:56:34 (1404): called boinc_finish(0)

</stderr_txt>
]]>