Nameexact_genome_1512568488_43_6888_0
Workunit2605754
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:43:43 UTC
Report deadline17 Dec 2017, 11:57:55 UTC
Received9 Dec 2017, 6:17:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 52 min 4 sec
CPU time4 hours 51 min 34 sec
Validate stateValid
Credit2,387.88
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.09 MB
Peak swap size157.93 MB
Peak disk usage1.95 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0000 (97.03%), best:    9740/10000 (97.40%), error:       994.60083, best error:       919.77850 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 158.7155914307s, input_fired_time: 1.5286099911, output_fired_time: 1.3882339001, propagate_forward_time: 60.7958526611, propagate_backward_time: 91.5641555786, weight_update_time: 0.1895272434, other_time: 3.4387435913
epoch time: 13.1122035980s, input_fired_time: 0.1941273659, output_fired_time: 0.0000000000, propagate_forward_time: 12.3049039841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6131725311
validation[          , genome  6888] predictions:    9674/  10000 (96.74%), best:    9740/10000 (97.40%), error:      1081.96082, best error:       919.77850 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 159.1748809814s, input_fired_time: 1.5300570726, output_fired_time: 1.3881099224, propagate_forward_time: 60.9280166626, propagate_backward_time: 91.8680419922, weight_update_time: 0.1911267638, other_time: 3.4606552124
epoch time: 12.9965820313s, input_fired_time: 0.1923778504, output_fired_time: 0.0000000000, propagate_forward_time: 12.2085695267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956344604
validation[          , genome  6888] predictions:    9719/  10000 (97.19%), best:    9740/10000 (97.40%), error:       990.24121, best error:       919.77850 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 159.4889984131s, input_fired_time: 1.5389176607, output_fired_time: 1.3919984102, propagate_forward_time: 61.1026954651, propagate_backward_time: 91.9595260620, weight_update_time: 0.1939781159, other_time: 3.4958572388
epoch time: 13.1103363037s, input_fired_time: 0.1952461302, output_fired_time: 0.0000000000, propagate_forward_time: 12.3007717133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143188477
validation[          , genome  6888] predictions:    9673/  10000 (96.73%), best:    9740/10000 (97.40%), error:      1050.11145, best error:       919.77850 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 160.2402954102s, input_fired_time: 1.5378290415, output_fired_time: 1.3994404078, propagate_forward_time: 61.3956069946, propagate_backward_time: 92.4211807251, weight_update_time: 0.1928583533, other_time: 3.4862365723
epoch time: 13.0685358047s, input_fired_time: 0.1950171888, output_fired_time: 0.0000000000, propagate_forward_time: 12.2678022385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6057167053
validation[          , genome  6888] predictions:    9671/  10000 (96.71%), best:    9740/10000 (97.40%), error:      1135.88904, best error:       919.77850 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 159.2829742432s, input_fired_time: 1.5454697609, output_fired_time: 1.3922414780, propagate_forward_time: 60.8452453613, propagate_backward_time: 91.9935379028, weight_update_time: 0.1933263242, other_time: 3.5064773560
epoch time: 12.7486495972s, input_fired_time: 0.1940177977, output_fired_time: 0.0000000000, propagate_forward_time: 11.9435977936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110343933
validation[          , genome  6888] predictions:    9719/  10000 (97.19%), best:    9740/10000 (97.40%), error:       967.51337, best error:       919.77850 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 159.4191894531s, input_fired_time: 1.5405645370, output_fired_time: 1.3928204775, propagate_forward_time: 61.0706939697, propagate_backward_time: 91.9250488281, weight_update_time: 0.1928444952, other_time: 3.4900665283
epoch time: 13.1244993210s, input_fired_time: 0.1953838319, output_fired_time: 0.0000000000, propagate_forward_time: 12.3266038895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025114059
validation[          , genome  6888] predictions:    9707/  10000 (97.07%), best:    9740/10000 (97.40%), error:      1008.85950, best error:       919.77850 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 159.8617553711s, input_fired_time: 1.5377136469, output_fired_time: 1.3907803297, propagate_forward_time: 61.0995559692, propagate_backward_time: 92.3602142334, weight_update_time: 0.1904991120, other_time: 3.4734878540
epoch time: 13.0962944031s, input_fired_time: 0.1955911964, output_fired_time: 0.0000000000, propagate_forward_time: 12.2892608643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6114425659
validation[          , genome  6888] predictions:    9704/  10000 (97.04%), best:    9740/10000 (97.40%), error:       974.29999, best error:       919.77850 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 159.8627166748s, input_fired_time: 1.5300759077, output_fired_time: 1.3910257816, propagate_forward_time: 61.3068275452, propagate_backward_time: 92.2307357788, weight_update_time: 0.1880752295, other_time: 3.4040603638
epoch time: 13.1754579544s, input_fired_time: 0.1973294169, output_fired_time: 0.0000000000, propagate_forward_time: 12.3627843857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153440475
validation[          , genome  6888] predictions:    9728/  10000 (97.28%), best:    9740/10000 (97.40%), error:       958.63367, best error:       919.77850 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 160.4038543701s, input_fired_time: 1.5407608747, output_fired_time: 1.3943822384, propagate_forward_time: 61.3623657227, propagate_backward_time: 92.6466979980, weight_update_time: 0.1915972680, other_time: 3.4596557617
epoch time: 13.0694789886s, input_fired_time: 0.1971538216, output_fired_time: 0.0000000000, propagate_forward_time: 12.2523508072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199741364
validation[          , genome  6888] predictions:    9720/  10000 (97.20%), best:    9740/10000 (97.40%), error:       953.36353, best error:       919.77850 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 160.0685882568s, input_fired_time: 1.5442121029, output_fired_time: 1.3934653997, propagate_forward_time: 61.3956947327, propagate_backward_time: 92.2557678223, weight_update_time: 0.1922746748, other_time: 3.4794616699
epoch time: 12.8047084808s, input_fired_time: 0.1897666752, output_fired_time: 0.0000000000, propagate_forward_time: 12.0284738541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5864677429
validation[          , genome  6888] predictions:    9650/  10000 (96.50%), best:    9740/10000 (97.40%), error:      1140.13391, best error:       919.77850 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 159.6560668945s, input_fired_time: 1.5259490013, output_fired_time: 1.3812004328, propagate_forward_time: 61.2274360657, propagate_backward_time: 92.1237945557, weight_update_time: 0.1864230335, other_time: 3.3976898193
epoch time: 13.0684947968s, input_fired_time: 0.1955456287, output_fired_time: 0.0000000000, propagate_forward_time: 12.2778949738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950546265
validation[          , genome  6888] predictions:    9685/  10000 (96.85%), best:    9740/10000 (97.40%), error:      1025.53088, best error:       919.77850 on epoch:    12, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 158.9312133789s, input_fired_time: 1.5285577774, output_fired_time: 1.3765698671, propagate_forward_time: 60.9256324768, propagate_backward_time: 91.7220306396, weight_update_time: 0.1875258535, other_time: 3.3784179688
epoch time: 13.1873359680s, input_fired_time: 0.1984855235, output_fired_time: 0.0000000000, propagate_forward_time: 12.3822526932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065979004
validation[          , genome  6888] predictions:    9711/  10000 (97.11%), best:    9740/10000 (97.40%), error:       954.73132, best error:       919.77850 on epoch:    12, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 158.6829681396s, input_fired_time: 1.5375587940, output_fired_time: 1.3886500597, propagate_forward_time: 60.7455062866, propagate_backward_time: 91.5629196167, weight_update_time: 0.1900690198, other_time: 3.4483337402
epoch time: 13.0558872223s, input_fired_time: 0.1921668798, output_fired_time: 0.0000000000, propagate_forward_time: 12.2596569061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6040630341
validation[          , genome  6888] predictions:    9709/  10000 (97.09%), best:    9740/10000 (97.40%), error:       966.54706, best error:       919.77850 on epoch:    12, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 159.4735565186s, input_fired_time: 1.5266820192, output_fired_time: 1.3829282522, propagate_forward_time: 61.0645446777, propagate_backward_time: 92.1189651489, weight_update_time: 0.1867501885, other_time: 3.3804244995
epoch time: 13.1345815659s, input_fired_time: 0.1969428360, output_fired_time: 0.0000000000, propagate_forward_time: 12.3372135162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6004247665
validation[          , genome  6888] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       832.97583, best error:       832.97583 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 159.3232727051s, input_fired_time: 1.5444736481, output_fired_time: 1.3852407932, propagate_forward_time: 60.8815307617, propagate_backward_time: 92.0123138428, weight_update_time: 0.1925260723, other_time: 3.4997100830
epoch time: 13.0903596878s, input_fired_time: 0.1946767271, output_fired_time: 0.0000000000, propagate_forward_time: 12.3110723495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5846109390
validation[          , genome  6888] predictions:    9695/  10000 (96.95%), best:    9760/10000 (97.60%), error:       993.42255, best error:       832.97583 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 159.7619628906s, input_fired_time: 1.5307860374, output_fired_time: 1.3866133690, propagate_forward_time: 61.1647605896, propagate_backward_time: 92.2569351196, weight_update_time: 0.1898318976, other_time: 3.4228591919
epoch time: 12.8775892258s, input_fired_time: 0.1871969402, output_fired_time: 0.0000000000, propagate_forward_time: 12.1140575409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5763349533
validation[          , genome  6888] predictions:    9725/  10000 (97.25%), best:    9760/10000 (97.60%), error:       938.24042, best error:       832.97583 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 159.6535644531s, input_fired_time: 1.5380026102, output_fired_time: 1.3903689384, propagate_forward_time: 61.0901260376, propagate_backward_time: 92.1954803467, weight_update_time: 0.1897689402, other_time: 3.4395828247
epoch time: 12.9699697495s, input_fired_time: 0.1937044859, output_fired_time: 0.0000000000, propagate_forward_time: 12.1666984558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6095666885
validation[          , genome  6888] predictions:    9707/  10000 (97.07%), best:    9760/10000 (97.60%), error:       968.55713, best error:       832.97583 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 160.0158233643s, input_fired_time: 1.5380774736, output_fired_time: 1.3860367537, propagate_forward_time: 61.2496604919, propagate_backward_time: 92.4250488281, weight_update_time: 0.1878356487, other_time: 3.4170074463
epoch time: 13.0242910385s, input_fired_time: 0.1946219653, output_fired_time: 0.0000000000, propagate_forward_time: 12.2273941040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6022748947
validation[          , genome  6888] predictions:    9681/  10000 (96.81%), best:    9760/10000 (97.60%), error:      1013.18335, best error:       832.97583 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 159.5950622559s, input_fired_time: 1.5461601019, output_fired_time: 1.3879511356, propagate_forward_time: 61.1171531677, propagate_backward_time: 92.0580291748, weight_update_time: 0.1921994239, other_time: 3.4857635498
epoch time: 13.1132097244s, input_fired_time: 0.1935088634, output_fired_time: 0.0000000000, propagate_forward_time: 12.3259067535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937938690
validation[          , genome  6888] predictions:    9716/  10000 (97.16%), best:    9760/10000 (97.60%), error:       925.60461, best error:       832.97583 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 159.8908996582s, input_fired_time: 1.5463645458, output_fired_time: 1.3925300837, propagate_forward_time: 61.1804275513, propagate_backward_time: 92.2745590210, weight_update_time: 0.1930979639, other_time: 3.4970092773
epoch time: 12.9749069214s, input_fired_time: 0.1921955645, output_fired_time: 0.0000000000, propagate_forward_time: 12.1951265335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5875844955
validation[          , genome  6888] predictions:    9750/  10000 (97.50%), best:    9760/10000 (97.60%), error:       840.27753, best error:       832.97583 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 159.2910766602s, input_fired_time: 1.5358910561, output_fired_time: 1.3823772669, propagate_forward_time: 61.0754203796, propagate_backward_time: 91.8655090332, weight_update_time: 0.1891443133, other_time: 3.4318847656
epoch time: 13.0740852356s, input_fired_time: 0.1937940568, output_fired_time: 0.0000000000, propagate_forward_time: 12.2844552994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958356857
validation[          , genome  6888] predictions:    9701/  10000 (97.01%), best:    9760/10000 (97.60%), error:       928.48309, best error:       832.97583 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 158.6080169678s, input_fired_time: 1.5319709778, output_fired_time: 1.3747594357, propagate_forward_time: 60.7377052307, propagate_backward_time: 91.5643386841, weight_update_time: 0.1882242262, other_time: 3.3992538452
epoch time: 12.9711685181s, input_fired_time: 0.1914619207, output_fired_time: 0.0000000000, propagate_forward_time: 12.1930103302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5866966248
validation[          , genome  6888] predictions:    9701/  10000 (97.01%), best:    9760/10000 (97.60%), error:       953.99231, best error:       832.97583 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 159.9125976563s, input_fired_time: 1.5504318476, output_fired_time: 1.3957276344, propagate_forward_time: 61.1830406189, propagate_backward_time: 92.2979965210, weight_update_time: 0.1895021945, other_time: 3.4854049683
epoch time: 12.8171300888s, input_fired_time: 0.1897523254, output_fired_time: 0.0000000000, propagate_forward_time: 12.0479335785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5794439316
validation[          , genome  6888] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       802.49426, best error:       802.49426 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 157.9470367432s, input_fired_time: 1.5184166431, output_fired_time: 1.3665270805, propagate_forward_time: 60.4955062866, propagate_backward_time: 91.2007522583, weight_update_time: 0.1861219853, other_time: 3.3658294678
epoch time: 13.0013055801s, input_fired_time: 0.1935785115, output_fired_time: 0.0000000000, propagate_forward_time: 12.2187099457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890169144
validation[          , genome  6888] predictions:    9723/  10000 (97.23%), best:    9750/10000 (97.50%), error:       910.39862, best error:       802.49426 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 160.2018432617s, input_fired_time: 1.5470385551, output_fired_time: 1.4004497528, propagate_forward_time: 61.4299621582, propagate_backward_time: 92.3641204834, weight_update_time: 0.1907146126, other_time: 3.4602661133
epoch time: 13.2685375214s, input_fired_time: 0.1972925663, output_fired_time: 0.0000000000, propagate_forward_time: 12.4758739471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953712463
validation[          , genome  6888] predictions:    9695/  10000 (96.95%), best:    9750/10000 (97.50%), error:       986.77985, best error:       802.49426 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 159.7484893799s, input_fired_time: 1.5427044630, output_fired_time: 1.3859670162, propagate_forward_time: 61.2291603088, propagate_backward_time: 92.1218643188, weight_update_time: 0.1914513409, other_time: 3.4687881470
epoch time: 13.0622529984s, input_fired_time: 0.1927762479, output_fired_time: 0.0000000000, propagate_forward_time: 12.2818460464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876302719
validation[          , genome  6888] predictions:    9757/  10000 (97.57%), best:    9750/10000 (97.50%), error:       816.18585, best error:       802.49426 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 159.8587493896s, input_fired_time: 1.5432368517, output_fired_time: 1.3908066750, propagate_forward_time: 61.2054748535, propagate_backward_time: 92.2567825317, weight_update_time: 0.1913213879, other_time: 3.4624404907
epoch time: 12.9986896515s, input_fired_time: 0.1950535774, output_fired_time: 0.0000000000, propagate_forward_time: 12.1980514526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6055850983
validation[          , genome  6888] predictions:    9699/  10000 (96.99%), best:    9750/10000 (97.50%), error:      1061.03247, best error:       802.49426 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 158.3316955566s, input_fired_time: 1.5316947699, output_fired_time: 1.3770010471, propagate_forward_time: 60.6017417908, propagate_backward_time: 91.4145584106, weight_update_time: 0.1875196844, other_time: 3.4067001343
epoch time: 12.8036623001s, input_fired_time: 0.1918034106, output_fired_time: 0.0000000000, propagate_forward_time: 12.0141277313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5977315903
validation[          , genome  6888] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       871.43854, best error:       802.49426 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 159.6373596191s, input_fired_time: 1.5446974039, output_fired_time: 1.3924829960, propagate_forward_time: 61.1846046448, propagate_backward_time: 92.0944595337, weight_update_time: 0.1886394173, other_time: 3.4211196899
epoch time: 12.9836015701s, input_fired_time: 0.1945799738, output_fired_time: 0.0000000000, propagate_forward_time: 12.1919317245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970897675
validation[          , genome  6888] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       912.33325, best error:       802.49426 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 159.2426452637s, input_fired_time: 1.5339536667, output_fired_time: 1.3774869442, propagate_forward_time: 61.0240097046, propagate_backward_time: 91.9062423706, weight_update_time: 0.1877582818, other_time: 3.4009552002
epoch time: 12.9356107712s, input_fired_time: 0.1932374984, output_fired_time: 0.0000000000, propagate_forward_time: 12.1532611847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891122818
validation[          , genome  6888] predictions:    9697/  10000 (96.97%), best:    9750/10000 (97.50%), error:      1047.76843, best error:       802.49426 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 159.4989471436s, input_fired_time: 1.5484853983, output_fired_time: 1.3911486864, propagate_forward_time: 61.0546226501, propagate_backward_time: 92.0282135010, weight_update_time: 0.1907678843, other_time: 3.4764709473
epoch time: 13.0520725250s, input_fired_time: 0.1954703480, output_fired_time: 0.0000000000, propagate_forward_time: 12.2593383789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5972633362
validation[          , genome  6888] predictions:    9752/  10000 (97.52%), best:    9750/10000 (97.50%), error:       852.99774, best error:       802.49426 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 159.9052429199s, input_fired_time: 1.5383625031, output_fired_time: 1.3856778145, propagate_forward_time: 61.2006645203, propagate_backward_time: 92.3652648926, weight_update_time: 0.1883389205, other_time: 3.4152679443
epoch time: 13.0098619461s, input_fired_time: 0.1951206326, output_fired_time: 0.0000000000, propagate_forward_time: 12.2253656387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5893754959
validation[          , genome  6888] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       909.92712, best error:       802.49426 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 159.8028869629s, input_fired_time: 1.5474528074, output_fired_time: 1.3912866116, propagate_forward_time: 61.1597785950, propagate_backward_time: 92.2461471558, weight_update_time: 0.1895001233, other_time: 3.4582290649
epoch time: 13.0490846634s, input_fired_time: 0.1937689334, output_fired_time: 0.0000000000, propagate_forward_time: 12.2691316605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861845016
validation[          , genome  6888] predictions:    9749/  10000 (97.49%), best:    9750/10000 (97.50%), error:       840.11115, best error:       802.49426 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 159.3598480225s, input_fired_time: 1.5486803055, output_fired_time: 1.3831831217, propagate_forward_time: 60.8066596985, propagate_backward_time: 92.1925354004, weight_update_time: 0.1892016232, other_time: 3.4288024902
epoch time: 12.9538211823s, input_fired_time: 0.1937858611, output_fired_time: 0.0000000000, propagate_forward_time: 12.1555671692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6044683456
validation[          , genome  6888] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       902.64734, best error:       802.49426 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 159.3146820068s, input_fired_time: 1.5302294493, output_fired_time: 1.3796195984, propagate_forward_time: 60.9924163818, propagate_backward_time: 92.0239257813, weight_update_time: 0.1867143959, other_time: 3.3884887695
epoch time: 12.8344507217s, input_fired_time: 0.1902945787, output_fired_time: 0.0000000000, propagate_forward_time: 12.0667676926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773887634
validation[          , genome  6888] predictions:    9751/  10000 (97.51%), best:    9750/10000 (97.50%), error:       859.36151, best error:       802.49426 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 159.4859466553s, input_fired_time: 1.5381243229, output_fired_time: 1.3876718283, propagate_forward_time: 60.9250144958, propagate_backward_time: 92.1830825806, weight_update_time: 0.1912824363, other_time: 3.4520492554
epoch time: 12.8413038254s, input_fired_time: 0.1951866895, output_fired_time: 0.0000000000, propagate_forward_time: 12.0352506638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6108665466
validation[          , genome  6888] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:      1005.01611, best error:       802.49426 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 160.0485382080s, input_fired_time: 1.5370998383, output_fired_time: 1.3893790245, propagate_forward_time: 61.3135643005, propagate_backward_time: 92.4320526123, weight_update_time: 0.1873077452, other_time: 3.3764495850
epoch time: 13.0534219742s, input_fired_time: 0.1941565871, output_fired_time: 0.0000000000, propagate_forward_time: 12.2698316574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5894336700
validation[          , genome  6888] predictions:    9754/  10000 (97.54%), best:    9750/10000 (97.50%), error:       809.05396, best error:       802.49426 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 159.3743133545s, input_fired_time: 1.5424029827, output_fired_time: 1.3799772263, propagate_forward_time: 60.9909248352, propagate_backward_time: 92.0453491211, weight_update_time: 0.1885871887, other_time: 3.4156646729
epoch time: 13.1771917343s, input_fired_time: 0.1985397488, output_fired_time: 0.0000000000, propagate_forward_time: 12.3758554459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027965546
validation[          , genome  6888] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       869.07544, best error:       802.49426 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 159.7934265137s, input_fired_time: 1.5344725847, output_fired_time: 1.3839969635, propagate_forward_time: 61.1153755188, propagate_backward_time: 92.3747863770, weight_update_time: 0.1872949749, other_time: 3.3847961426
epoch time: 13.1205530167s, input_fired_time: 0.1975158304, output_fired_time: 0.0000000000, propagate_forward_time: 12.3202323914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6028051376
validation[          , genome  6888] predictions:    9747/  10000 (97.47%), best:    9750/10000 (97.50%), error:       826.50391, best error:       802.49426 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 159.2594146729s, input_fired_time: 1.5382806063, output_fired_time: 1.3825457096, propagate_forward_time: 60.9396476746, propagate_backward_time: 91.9883956909, weight_update_time: 0.1886758208, other_time: 3.4105300903
epoch time: 12.8581838608s, input_fired_time: 0.1901941448, output_fired_time: 0.0000000000, propagate_forward_time: 12.0922842026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5757055283
validation[          , genome  6888] predictions:    9758/  10000 (97.58%), best:    9750/10000 (97.50%), error:       851.08008, best error:       802.49426 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 159.5209808350s, input_fired_time: 1.5432769060, output_fired_time: 1.3861256838, propagate_forward_time: 61.0335884094, propagate_backward_time: 92.1596069336, weight_update_time: 0.1887152791, other_time: 3.3983917236
epoch time: 12.9529218674s, input_fired_time: 0.1946731508, output_fired_time: 0.0000000000, propagate_forward_time: 12.1696901321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885581970
validation[          , genome  6888] predictions:    9766/  10000 (97.66%), best:    9750/10000 (97.50%), error:       803.65381, best error:       802.49426 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 159.3424530029s, input_fired_time: 1.5379896164, output_fired_time: 1.3780941963, propagate_forward_time: 60.9433212280, propagate_backward_time: 92.1145706177, weight_update_time: 0.1857656240, other_time: 3.3684692383
epoch time: 12.9521417618s, input_fired_time: 0.1921239346, output_fired_time: 0.0000000000, propagate_forward_time: 12.1793861389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5806312561
validation[          , genome  6888] predictions:    9749/  10000 (97.49%), best:    9750/10000 (97.50%), error:       855.14691, best error:       802.49426 on epoch:    37, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 158.1712188721s, input_fired_time: 1.5328418016, output_fired_time: 1.3745737076, propagate_forward_time: 60.5539398193, propagate_backward_time: 91.3204193115, weight_update_time: 0.1878115237, other_time: 3.3894500732
epoch time: 12.6475915909s, input_fired_time: 0.1883427799, output_fired_time: 0.0000000000, propagate_forward_time: 11.8885278702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5707206726
validation[          , genome  6888] predictions:    9738/  10000 (97.38%), best:    9750/10000 (97.50%), error:       883.88507, best error:       802.49426 on epoch:    37, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 159.6177520752s, input_fired_time: 1.5356708765, output_fired_time: 1.3811405897, propagate_forward_time: 61.1392326355, propagate_backward_time: 92.1701126099, weight_update_time: 0.1870671660, other_time: 3.3915939331
epoch time: 12.9311885834s, input_fired_time: 0.1960740387, output_fired_time: 0.0000000000, propagate_forward_time: 12.1358795166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5992345810
validation[          , genome  6888] predictions:    9691/  10000 (96.91%), best:    9750/10000 (97.50%), error:       967.45795, best error:       802.49426 on epoch:    37, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 158.6111602783s, input_fired_time: 1.5339863300, output_fired_time: 1.3728258610, propagate_forward_time: 60.8431053162, propagate_backward_time: 91.4962921143, weight_update_time: 0.1864173710, other_time: 3.3649444580
epoch time: 12.4204454422s, input_fired_time: 0.1869522333, output_fired_time: 0.0000000000, propagate_forward_time: 11.6639976501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694952011
validation[          , genome  6888] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       859.23566, best error:       802.49426 on epoch:    37, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 160.3153076172s, input_fired_time: 1.5485572815, output_fired_time: 1.3883010149, propagate_forward_time: 61.3989524841, propagate_backward_time: 92.5652999878, weight_update_time: 0.1890500784, other_time: 3.4141921997
epoch time: 12.9820079803s, input_fired_time: 0.1954841465, output_fired_time: 0.0000000000, propagate_forward_time: 12.2001791000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863447189
validation[          , genome  6888] predictions:    9745/  10000 (97.45%), best:    9750/10000 (97.50%), error:       843.43890, best error:       802.49426 on epoch:    37, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 159.1764678955s, input_fired_time: 1.5334374905, output_fired_time: 1.3738744259, propagate_forward_time: 61.0319595337, propagate_backward_time: 91.8689270020, weight_update_time: 0.1865039617, other_time: 3.3682785034
epoch time: 12.7579536438s, input_fired_time: 0.1923512667, output_fired_time: 0.0000000000, propagate_forward_time: 11.9773826599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5882196426
validation[          , genome  6888] predictions:    9729/  10000 (97.29%), best:    9750/10000 (97.50%), error:       959.22650, best error:       802.49426 on epoch:    37, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 159.7604370117s, input_fired_time: 1.5392622948, output_fired_time: 1.3786497116, propagate_forward_time: 61.1087722778, propagate_backward_time: 92.3238067627, weight_update_time: 0.1892165542, other_time: 3.4099502563
epoch time: 13.0960903168s, input_fired_time: 0.1943879575, output_fired_time: 0.0000000000, propagate_forward_time: 12.3160095215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5856924057
validation[          , genome  6888] predictions:    9672/  10000 (96.72%), best:    9750/10000 (97.50%), error:      1091.52869, best error:       802.49426 on epoch:    37, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 159.9725036621s, input_fired_time: 1.5388941765, output_fired_time: 1.3833286762, propagate_forward_time: 61.2314338684, propagate_backward_time: 92.4222106934, weight_update_time: 0.1879093349, other_time: 3.3966369629
epoch time: 13.0460577011s, input_fired_time: 0.1959024519, output_fired_time: 0.0000000000, propagate_forward_time: 12.2521476746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5980072021
validation[          , genome  6888] predictions:    9690/  10000 (96.90%), best:    9750/10000 (97.50%), error:      1022.69904, best error:       802.49426 on epoch:    37, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 159.7572784424s, input_fired_time: 1.5362923145, output_fired_time: 1.3798402548, propagate_forward_time: 61.1643638611, propagate_backward_time: 92.2941741943, weight_update_time: 0.1868326515, other_time: 3.3826141357
epoch time: 13.1423921585s, input_fired_time: 0.1984501630, output_fired_time: 0.0000000000, propagate_forward_time: 12.3376293182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063127518
validation[          , genome  6888] predictions:    9733/  10000 (97.33%), best:    9750/10000 (97.50%), error:       868.33685, best error:       802.49426 on epoch:    37, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 159.2903900146s, input_fired_time: 1.5355002880, output_fired_time: 1.3730798960, propagate_forward_time: 60.9633560181, propagate_backward_time: 92.0403823853, weight_update_time: 0.1873390079, other_time: 3.3780670166
epoch time: 13.0304718018s, input_fired_time: 0.1950745881, output_fired_time: 0.0000000000, propagate_forward_time: 12.2451696396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902271271
validation[          , genome  6888] predictions:    9709/  10000 (97.09%), best:    9750/10000 (97.50%), error:       972.14294, best error:       802.49426 on epoch:    37, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 160.2105712891s, input_fired_time: 1.5454269648, output_fired_time: 1.3856174946, propagate_forward_time: 61.3237648010, propagate_backward_time: 92.5698089600, weight_update_time: 0.1877434999, other_time: 3.3859558105
epoch time: 13.0900545120s, input_fired_time: 0.1978444457, output_fired_time: 0.0000000000, propagate_forward_time: 12.3033514023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5888586044
validation[          , genome  6888] predictions:    9743/  10000 (97.43%), best:    9750/10000 (97.50%), error:       847.24274, best error:       802.49426 on epoch:    37, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 158.9286651611s, input_fired_time: 1.5374937057, output_fired_time: 1.3782014847, propagate_forward_time: 60.8999137878, propagate_backward_time: 91.7850723267, weight_update_time: 0.1836310774, other_time: 3.3279800415
epoch time: 12.6375446320s, input_fired_time: 0.1909570843, output_fired_time: 0.0000000000, propagate_forward_time: 11.8617324829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5848550797
validation[          , genome  6888] predictions:    9724/  10000 (97.24%), best:    9750/10000 (97.50%), error:       988.33911, best error:       802.49426 on epoch:    37, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 158.3001708984s, input_fired_time: 1.5273231268, output_fired_time: 1.3707368374, propagate_forward_time: 60.5421218872, propagate_backward_time: 91.5179901123, weight_update_time: 0.1838963032, other_time: 3.3419876099
epoch time: 12.9958639145s, input_fired_time: 0.1904081702, output_fired_time: 0.0000000000, propagate_forward_time: 12.2415018082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5639543533
validation[          , genome  6888] predictions:    9754/  10000 (97.54%), best:    9750/10000 (97.50%), error:       851.21265, best error:       802.49426 on epoch:    37, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 159.9274749756s, input_fired_time: 1.5446510315, output_fired_time: 1.3855631351, propagate_forward_time: 61.2491416931, propagate_backward_time: 92.3403854370, weight_update_time: 0.1886389256, other_time: 3.4077377319
epoch time: 13.0837354660s, input_fired_time: 0.1946742088, output_fired_time: 0.0000000000, propagate_forward_time: 12.3132715225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5757894516
validation[          , genome  6888] predictions:    9631/  10000 (96.31%), best:    9750/10000 (97.50%), error:      1247.81604, best error:       802.49426 on epoch:    37, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 159.3202667236s, input_fired_time: 1.5317840576, output_fired_time: 1.3794596195, propagate_forward_time: 60.9464645386, propagate_backward_time: 92.1282272339, weight_update_time: 0.1850841343, other_time: 3.3343353271
epoch time: 13.0505447388s, input_fired_time: 0.1986519098, output_fired_time: 0.0000000000, propagate_forward_time: 12.2366704941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6152219772
validation[          , genome  6888] predictions:    9739/  10000 (97.39%), best:    9750/10000 (97.50%), error:       935.18835, best error:       802.49426 on epoch:    37, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 157.8084259033s, input_fired_time: 1.5279189348, output_fired_time: 1.3684943914, propagate_forward_time: 60.3808097839, propagate_backward_time: 91.1727981567, weight_update_time: 0.1852321178, other_time: 3.3583908081
epoch time: 13.1066703796s, input_fired_time: 0.1962265819, output_fired_time: 0.0000000000, propagate_forward_time: 12.3159885406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5944557190
validation[          , genome  6888] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       791.61096, best error:       791.61096 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 159.0135040283s, input_fired_time: 1.5431967974, output_fired_time: 1.3824496269, propagate_forward_time: 60.7940635681, propagate_backward_time: 91.9107513428, weight_update_time: 0.1857773662, other_time: 3.3830413818
epoch time: 13.0602531433s, input_fired_time: 0.1939107776, output_fired_time: 0.0000000000, propagate_forward_time: 12.2835273743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5828151703
validation[          , genome  6888] predictions:    9748/  10000 (97.48%), best:    9763/10000 (97.63%), error:       856.05035, best error:       791.61096 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 158.9384460449s, input_fired_time: 1.5401329994, output_fired_time: 1.3789069653, propagate_forward_time: 60.7651290894, propagate_backward_time: 91.8494949341, weight_update_time: 0.1886864901, other_time: 3.4047851563
epoch time: 12.9425487518s, input_fired_time: 0.1976550668, output_fired_time: 0.0000000000, propagate_forward_time: 12.1376132965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6072807312
validation[          , genome  6888] predictions:    9765/  10000 (97.65%), best:    9763/10000 (97.63%), error:       826.25653, best error:       791.61096 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 159.4834289551s, input_fired_time: 1.5427863598, output_fired_time: 1.3809752464, propagate_forward_time: 61.0902595520, propagate_backward_time: 92.0856399536, weight_update_time: 0.1867117733, other_time: 3.3837661743
epoch time: 12.9210338593s, input_fired_time: 0.1931607127, output_fired_time: 0.0000000000, propagate_forward_time: 12.1416025162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5862703323
validation[          , genome  6888] predictions:    9767/  10000 (97.67%), best:    9763/10000 (97.63%), error:       829.82092, best error:       791.61096 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 159.3851776123s, input_fired_time: 1.5374494791, output_fired_time: 1.3731874228, propagate_forward_time: 61.0452156067, propagate_backward_time: 92.0818023682, weight_update_time: 0.1861531734, other_time: 3.3475341797
epoch time: 13.0068378448s, input_fired_time: 0.1927275956, output_fired_time: 0.0000000000, propagate_forward_time: 12.2381219864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5759878159
validation[          , genome  6888] predictions:    9716/  10000 (97.16%), best:    9763/10000 (97.63%), error:       954.53888, best error:       791.61096 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 157.9743957520s, input_fired_time: 1.5306861401, output_fired_time: 1.3652243614, propagate_forward_time: 60.5489997864, propagate_backward_time: 91.1850128174, weight_update_time: 0.1843115538, other_time: 3.3444824219
epoch time: 13.1278543472s, input_fired_time: 0.1963965744, output_fired_time: 0.0000000000, propagate_forward_time: 12.3387279510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5927295685
validation[          , genome  6888] predictions:    9776/  10000 (97.76%), best:    9763/10000 (97.63%), error:       820.94196, best error:       791.61096 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 158.4157104492s, input_fired_time: 1.5293860435, output_fired_time: 1.3660886288, propagate_forward_time: 60.7346115112, propagate_backward_time: 91.4846801758, weight_update_time: 0.1830182523, other_time: 3.3009414673
epoch time: 13.0347595215s, input_fired_time: 0.1948963553, output_fired_time: 0.0000000000, propagate_forward_time: 12.2551202774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5847425461
validation[          , genome  6888] predictions:    9759/  10000 (97.59%), best:    9763/10000 (97.63%), error:       835.37946, best error:       791.61096 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 159.9726257324s, input_fired_time: 1.5454651117, output_fired_time: 1.3762784004, propagate_forward_time: 61.2355537415, propagate_backward_time: 92.4401626587, weight_update_time: 0.1857318133, other_time: 3.3751602173
epoch time: 13.0368204117s, input_fired_time: 0.1967206597, output_fired_time: 0.0000000000, propagate_forward_time: 12.2534866333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5866127014
validation[          , genome  6888] predictions:    9742/  10000 (97.42%), best:    9763/10000 (97.63%), error:       866.86169, best error:       791.61096 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 158.2478027344s, input_fired_time: 1.5366280079, output_fired_time: 1.3634052277, propagate_forward_time: 60.6291694641, propagate_backward_time: 91.3796997070, weight_update_time: 0.1835813969, other_time: 3.3389129639
epoch time: 12.9999752045s, input_fired_time: 0.1946091354, output_fired_time: 0.0000000000, propagate_forward_time: 12.2161874771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891790390
validation[          , genome  6888] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       880.11884, best error:       791.61096 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 159.5599212646s, input_fired_time: 1.5397342443, output_fired_time: 1.3773131371, propagate_forward_time: 61.0737609863, propagate_backward_time: 92.2182998657, weight_update_time: 0.1857989132, other_time: 3.3508071899
epoch time: 12.9624109268s, input_fired_time: 0.1927961260, output_fired_time: 0.0000000000, propagate_forward_time: 12.1948184967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5747966766
validation[          , genome  6888] predictions:    9750/  10000 (97.50%), best:    9763/10000 (97.63%), error:       900.17041, best error:       791.61096 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 158.5613250732s, input_fired_time: 1.5360651016, output_fired_time: 1.3717859983, propagate_forward_time: 60.7752075195, propagate_backward_time: 91.5475692749, weight_update_time: 0.1845608950, other_time: 3.3306961060
epoch time: 13.0902910233s, input_fired_time: 0.1965506375, output_fired_time: 0.0000000000, propagate_forward_time: 12.3067989349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5869417191
validation[          , genome  6888] predictions:    9749/  10000 (97.49%), best:    9763/10000 (97.63%), error:       834.23761, best error:       791.61096 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 158.7424468994s, input_fired_time: 1.5283643007, output_fired_time: 1.3732438087, propagate_forward_time: 60.8476791382, propagate_backward_time: 91.7046279907, weight_update_time: 0.1829163730, other_time: 3.2885284424
epoch time: 13.1593484879s, input_fired_time: 0.1945978850, output_fired_time: 0.0000000000, propagate_forward_time: 12.3825960159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5821542740
validation[          , genome  6888] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       861.13641, best error:       791.61096 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 159.2648315430s, input_fired_time: 1.5314381123, output_fired_time: 1.3728886843, propagate_forward_time: 61.0473136902, propagate_backward_time: 92.0121002197, weight_update_time: 0.1830633283, other_time: 3.3010864258
epoch time: 13.0316543579s, input_fired_time: 0.1964154989, output_fired_time: 0.0000000000, propagate_forward_time: 12.2474679947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5877704620
validation[          , genome  6888] predictions:    9783/  10000 (97.83%), best:    9763/10000 (97.63%), error:       811.70428, best error:       791.61096 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 159.9549560547s, input_fired_time: 1.5450469255, output_fired_time: 1.3800946474, propagate_forward_time: 61.2468338013, propagate_backward_time: 92.3828277588, weight_update_time: 0.1876825541, other_time: 3.4001541138
epoch time: 12.9628896713s, input_fired_time: 0.1911598146, output_fired_time: 0.0000000000, propagate_forward_time: 12.1955518723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5761775970
validation[          , genome  6888] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       926.63361, best error:       791.61096 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 159.7952117920s, input_fired_time: 1.5386490822, output_fired_time: 1.3767250776, propagate_forward_time: 61.3624801636, propagate_backward_time: 92.1660156250, weight_update_time: 0.1856017709, other_time: 3.3513412476
epoch time: 13.0199079514s, input_fired_time: 0.1944105029, output_fired_time: 0.0000000000, propagate_forward_time: 12.2367200851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5887775421
validation[          , genome  6888] predictions:    9769/  10000 (97.69%), best:    9763/10000 (97.63%), error:       816.52502, best error:       791.61096 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 159.9247589111s, input_fired_time: 1.5431060791, output_fired_time: 1.3814861774, propagate_forward_time: 61.2489242554, propagate_backward_time: 92.4155197144, weight_update_time: 0.1853883266, other_time: 3.3357238770
epoch time: 12.8004751205s, input_fired_time: 0.1950013787, output_fired_time: 0.0000000000, propagate_forward_time: 12.0115976334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938758850
validation[          , genome  6888] predictions:    9730/  10000 (97.30%), best:    9763/10000 (97.63%), error:       964.13171, best error:       791.61096 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 159.1026000977s, input_fired_time: 1.5341676474, output_fired_time: 1.3705500364, propagate_forward_time: 60.9549179077, propagate_backward_time: 91.9490051270, weight_update_time: 0.1821258515, other_time: 3.2939682007
epoch time: 13.0619964600s, input_fired_time: 0.1956382841, output_fired_time: 0.0000000000, propagate_forward_time: 12.2890110016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773468018
validation[          , genome  6888] predictions:    9676/  10000 (96.76%), best:    9763/10000 (97.63%), error:      1083.91138, best error:       791.61096 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 159.1736755371s, input_fired_time: 1.5304694176, output_fired_time: 1.3718210459, propagate_forward_time: 60.9497375488, propagate_backward_time: 92.0222778320, weight_update_time: 0.1831278205, other_time: 3.2993621826
epoch time: 12.8638792038s, input_fired_time: 0.1932927966, output_fired_time: 0.0000000000, propagate_forward_time: 12.0959625244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746240616
validation[          , genome  6888] predictions:    9750/  10000 (97.50%), best:    9763/10000 (97.63%), error:       852.20740, best error:       791.61096 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 160.0226440430s, input_fired_time: 1.5370373726, output_fired_time: 1.3781273365, propagate_forward_time: 61.2179985046, propagate_backward_time: 92.5690307617, weight_update_time: 0.1842762232, other_time: 3.3204498291
epoch time: 13.1079435349s, input_fired_time: 0.1954723895, output_fired_time: 0.0000000000, propagate_forward_time: 12.3292083740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5832624435
validation[          , genome  6888] predictions:    9746/  10000 (97.46%), best:    9763/10000 (97.63%), error:       853.99493, best error:       791.61096 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 159.4118652344s, input_fired_time: 1.5358730555, output_fired_time: 1.3744705915, propagate_forward_time: 60.9900550842, propagate_backward_time: 92.1918106079, weight_update_time: 0.1824648082, other_time: 3.3196640015
epoch time: 13.0300998688s, input_fired_time: 0.1946122646, output_fired_time: 0.0000000000, propagate_forward_time: 12.2549047470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805826187
validation[          , genome  6888] predictions:    9689/  10000 (96.89%), best:    9763/10000 (97.63%), error:      1106.06250, best error:       791.61096 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 158.4344482422s, input_fired_time: 1.5287255049, output_fired_time: 1.3594197035, propagate_forward_time: 60.6670837402, propagate_backward_time: 91.5883636475, weight_update_time: 0.1832224578, other_time: 3.2908477783
epoch time: 13.0114660263s, input_fired_time: 0.1945139170, output_fired_time: 0.0000000000, propagate_forward_time: 12.2286338806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883178711
validation[          , genome  6888] predictions:    9766/  10000 (97.66%), best:    9763/10000 (97.63%), error:       796.69403, best error:       791.61096 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 159.5323181152s, input_fired_time: 1.5324418545, output_fired_time: 1.3714029789, propagate_forward_time: 61.2020378113, propagate_backward_time: 92.1436691284, weight_update_time: 0.1826997697, other_time: 3.2827682495
epoch time: 12.9799642563s, input_fired_time: 0.1943987310, output_fired_time: 0.0000000000, propagate_forward_time: 12.2067728043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5787925720
validation[          , genome  6888] predictions:    9758/  10000 (97.58%), best:    9763/10000 (97.63%), error:       834.92493, best error:       791.61096 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 159.0299224854s, input_fired_time: 1.5331343412, output_fired_time: 1.3692406416, propagate_forward_time: 60.9697837830, propagate_backward_time: 91.8993530273, weight_update_time: 0.1806415021, other_time: 3.2584075928
epoch time: 12.8147420883s, input_fired_time: 0.1932927966, output_fired_time: 0.0000000000, propagate_forward_time: 12.0498628616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715866089
validation[          , genome  6888] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       853.01923, best error:       791.61096 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 160.0473785400s, input_fired_time: 1.5502505302, output_fired_time: 1.3760920763, propagate_forward_time: 61.3107948303, propagate_backward_time: 92.4629898071, weight_update_time: 0.1840085089, other_time: 3.3472518921
epoch time: 13.0702743530s, input_fired_time: 0.1958748102, output_fired_time: 0.0000000000, propagate_forward_time: 12.2931699753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5812292099
validation[          , genome  6888] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       926.21313, best error:       791.61096 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 159.4940643311s, input_fired_time: 1.5415804386, output_fired_time: 1.3698536158, propagate_forward_time: 61.1113243103, propagate_backward_time: 92.1262435913, weight_update_time: 0.1849095374, other_time: 3.3450546265
epoch time: 13.1666555405s, input_fired_time: 0.1999600530, output_fired_time: 0.0000000000, propagate_forward_time: 12.3675298691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5991659164
validation[          , genome  6888] predictions:    9747/  10000 (97.47%), best:    9763/10000 (97.63%), error:       850.88519, best error:       791.61096 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 159.8003540039s, input_fired_time: 1.5410418510, output_fired_time: 1.3715785742, propagate_forward_time: 61.3481903076, propagate_backward_time: 92.1974105835, weight_update_time: 0.1844487637, other_time: 3.3421249390
epoch time: 13.1271333694s, input_fired_time: 0.1953029335, output_fired_time: 0.0000000000, propagate_forward_time: 12.3508930206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5809373856
validation[          , genome  6888] predictions:    9711/  10000 (97.11%), best:    9763/10000 (97.63%), error:      1021.73456, best error:       791.61096 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 159.8654174805s, input_fired_time: 1.5388971567, output_fired_time: 1.3748230934, propagate_forward_time: 61.2437286377, propagate_backward_time: 92.3740997314, weight_update_time: 0.1840949804, other_time: 3.3338775635
epoch time: 12.8758535385s, input_fired_time: 0.1939901710, output_fired_time: 0.0000000000, propagate_forward_time: 12.1121082306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697555542
validation[          , genome  6888] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       914.23926, best error:       791.61096 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 159.5457153320s, input_fired_time: 1.5415139198, output_fired_time: 1.3736003637, propagate_forward_time: 61.1937713623, propagate_backward_time: 92.1210937500, weight_update_time: 0.1837314367, other_time: 3.3157348633
epoch time: 12.9786157608s, input_fired_time: 0.1960355937, output_fired_time: 0.0000000000, propagate_forward_time: 12.1975879669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849924088
validation[          , genome  6888] predictions:    9766/  10000 (97.66%), best:    9763/10000 (97.63%), error:       809.33740, best error:       791.61096 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 159.3958282471s, input_fired_time: 1.5377789736, output_fired_time: 1.3737868071, propagate_forward_time: 61.0107421875, propagate_backward_time: 92.1579818726, weight_update_time: 0.1836827695, other_time: 3.3155441284
epoch time: 13.0347108841s, input_fired_time: 0.1957923770, output_fired_time: 0.0000000000, propagate_forward_time: 12.2552566528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836620331
validation[          , genome  6888] predictions:    9746/  10000 (97.46%), best:    9763/10000 (97.63%), error:       847.86206, best error:       791.61096 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 159.7125244141s, input_fired_time: 1.5428090096, output_fired_time: 1.3729357719, propagate_forward_time: 61.1356964111, propagate_backward_time: 92.3334884644, weight_update_time: 0.1836905032, other_time: 3.3275833130
epoch time: 12.9213075638s, input_fired_time: 0.1945702732, output_fired_time: 0.0000000000, propagate_forward_time: 12.1472740173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5794630051
validation[          , genome  6888] predictions:    9764/  10000 (97.64%), best:    9763/10000 (97.63%), error:       812.52881, best error:       791.61096 on epoch:    71, 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: 64.2461700439s, input_fired_time: 0.9549917579, output_fired_time: 0.0000000000, propagate_forward_time: 60.3046150208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9865646362
best training[          , genome  6888] predictions:   49589/  50000 (99.18%), best:    9763/10000 (97.63%), error:      1604.56262, best error:       791.61096 on epoch:    71, 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: 13.0064754486s, input_fired_time: 0.1909708828, output_fired_time: 0.0000000000, propagate_forward_time: 12.2491474152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5663576126
   testing[          , genome  6888] predictions:    9788/  10000 (97.88%), best:    9763/10000 (97.63%), error:       708.16418, best error:       791.61096 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:16:38 (460): called boinc_finish(0)

</stderr_txt>
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