Nameexact_genome_1512568488_43_7038_0
Workunit2606464
Created7 Dec 2017, 23:25:06 UTC
Sent7 Dec 2017, 23:35:02 UTC
Report deadline17 Dec 2017, 22:58:02 UTC
Received8 Dec 2017, 9:50:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 54 min 23 sec
CPU time2 hours 54 min 22 sec
Validate stateValid
Credit2,493.58
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.70 MB
Peak swap size153.38 MB
Peak disk usage1.28 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 100.3361206055s, input_fired_time: 1.1921411753, output_fired_time: 0.7886569500, propagate_forward_time: 39.1459617615, propagate_backward_time: 56.9830627441, weight_update_time: 0.1002496779, other_time: 2.2262992859
epoch time: 8.3293247223s, input_fired_time: 0.1284056753, output_fired_time: 0.0000000000, propagate_forward_time: 7.8119401932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889789581
validation[          , genome  7038] predictions:    9691/  10000 (96.91%), best:    9734/10000 (97.34%), error:       969.83026, best error:       871.89581 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 94.2863235474s, input_fired_time: 1.1419510841, output_fired_time: 0.7593966722, propagate_forward_time: 36.6969337463, propagate_backward_time: 53.5913238525, weight_update_time: 0.0935293362, other_time: 2.0967140198
epoch time: 7.8231115341s, input_fired_time: 0.1180947199, output_fired_time: 0.0000000000, propagate_forward_time: 7.3445367813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604798317
validation[          , genome  7038] predictions:    9670/  10000 (96.70%), best:    9734/10000 (97.34%), error:      1048.20410, best error:       871.89581 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 94.2316207886s, input_fired_time: 1.1419961452, output_fired_time: 0.7619760633, propagate_forward_time: 36.6031875610, propagate_backward_time: 53.6250419617, weight_update_time: 0.0931738913, other_time: 2.0994148254
epoch time: 7.6047530174s, input_fired_time: 0.1161325350, output_fired_time: 0.0000000000, propagate_forward_time: 7.1336078644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550124168
validation[          , genome  7038] predictions:    9706/  10000 (97.06%), best:    9734/10000 (97.34%), error:       928.01123, best error:       871.89581 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 94.5911178589s, input_fired_time: 1.1466028690, output_fired_time: 0.7603612542, propagate_forward_time: 36.8492050171, propagate_backward_time: 53.6936454773, weight_update_time: 0.0929929242, other_time: 2.1413002014
epoch time: 7.8023109436s, input_fired_time: 0.1165750250, output_fired_time: 0.0000000000, propagate_forward_time: 7.3157229424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700127602
validation[          , genome  7038] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       876.13641, best error:       871.89581 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 95.9062194824s, input_fired_time: 1.1417983770, output_fired_time: 0.7532237768, propagate_forward_time: 37.4468383789, propagate_backward_time: 54.4922561646, weight_update_time: 0.0919871330, other_time: 2.0720977783
epoch time: 8.3738260269s, input_fired_time: 0.1249544248, output_fired_time: 0.0000000000, propagate_forward_time: 7.8720135689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768582344
validation[          , genome  7038] predictions:    9700/  10000 (97.00%), best:    9734/10000 (97.34%), error:       950.60736, best error:       871.89581 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 94.9012451172s, input_fired_time: 1.1283568144, output_fired_time: 0.7491586208, propagate_forward_time: 36.9701614380, propagate_backward_time: 54.0276184082, weight_update_time: 0.0906401277, other_time: 2.0259475708
epoch time: 7.6367044449s, input_fired_time: 0.1133558676, output_fired_time: 0.0000000000, propagate_forward_time: 7.1789984703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443503380
validation[          , genome  7038] predictions:    9703/  10000 (97.03%), best:    9734/10000 (97.34%), error:       961.33954, best error:       871.89581 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 97.5043640137s, input_fired_time: 1.1467306614, output_fired_time: 0.7676984072, propagate_forward_time: 38.0865058899, propagate_backward_time: 55.4617385864, weight_update_time: 0.0935084298, other_time: 2.0416908264
epoch time: 8.3312988281s, input_fired_time: 0.1281168610, output_fired_time: 0.0000000000, propagate_forward_time: 7.8245239258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786582947
validation[          , genome  7038] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       839.55011, best error:       839.55011 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 96.2948303223s, input_fired_time: 1.1740269661, output_fired_time: 0.7606463432, propagate_forward_time: 37.5300712585, propagate_backward_time: 54.6979408264, weight_update_time: 0.0968001708, other_time: 2.1321487427
epoch time: 7.8963918686s, input_fired_time: 0.1175776869, output_fired_time: 0.0000000000, propagate_forward_time: 7.4258537292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529605865
validation[          , genome  7038] predictions:    9731/  10000 (97.31%), best:    9732/10000 (97.32%), error:       853.04828, best error:       839.55011 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 94.8417282104s, input_fired_time: 1.1306512356, output_fired_time: 0.7434532642, propagate_forward_time: 37.0184211731, propagate_backward_time: 53.9324340820, weight_update_time: 0.0906695873, other_time: 2.0167655945
epoch time: 8.2180824280s, input_fired_time: 0.1213060096, output_fired_time: 0.0000000000, propagate_forward_time: 7.7315406799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652353287
validation[          , genome  7038] predictions:    9699/  10000 (96.99%), best:    9732/10000 (97.32%), error:       950.26227, best error:       839.55011 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 96.8470687866s, input_fired_time: 1.1579282284, output_fired_time: 0.7599747777, propagate_forward_time: 37.7472229004, propagate_backward_time: 55.1301956177, weight_update_time: 0.0920104533, other_time: 2.0517501831
epoch time: 8.0827722549s, input_fired_time: 0.1198492050, output_fired_time: 0.0000000000, propagate_forward_time: 7.6006593704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622636795
validation[          , genome  7038] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       807.50977, best error:       807.50977 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 94.4579849243s, input_fired_time: 1.1400901079, output_fired_time: 0.7439933419, propagate_forward_time: 36.7963485718, propagate_backward_time: 53.7713203430, weight_update_time: 0.0902605280, other_time: 2.0062294006
epoch time: 7.7291507721s, input_fired_time: 0.1167937517, output_fired_time: 0.0000000000, propagate_forward_time: 7.2628617287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494954109
validation[          , genome  7038] predictions:    9710/  10000 (97.10%), best:    9759/10000 (97.59%), error:       959.72980, best error:       807.50977 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 94.9696273804s, input_fired_time: 1.1451874971, output_fired_time: 0.7533900142, propagate_forward_time: 37.0672454834, propagate_backward_time: 53.9905052185, weight_update_time: 0.0906080082, other_time: 2.0133018494
epoch time: 7.7923064232s, input_fired_time: 0.1182144508, output_fired_time: 0.0000000000, propagate_forward_time: 7.3217363358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523554802
validation[          , genome  7038] predictions:    9698/  10000 (96.98%), best:    9759/10000 (97.59%), error:       948.02594, best error:       807.50977 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 94.8088989258s, input_fired_time: 1.1441713572, output_fired_time: 0.7505089045, propagate_forward_time: 36.8283843994, propagate_backward_time: 54.0733261108, weight_update_time: 0.0904882774, other_time: 2.0125045776
epoch time: 8.1291761398s, input_fired_time: 0.1213989407, output_fired_time: 0.0000000000, propagate_forward_time: 7.6446123123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631649017
validation[          , genome  7038] predictions:    9725/  10000 (97.25%), best:    9759/10000 (97.59%), error:       888.75720, best error:       807.50977 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 93.2673645020s, input_fired_time: 1.1509217024, output_fired_time: 0.7406982183, propagate_forward_time: 36.3334159851, propagate_backward_time: 52.9974441528, weight_update_time: 0.0921435952, other_time: 2.0448799133
epoch time: 7.6933445930s, input_fired_time: 0.1241552010, output_fired_time: 0.0000000000, propagate_forward_time: 7.2070598602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621296883
validation[          , genome  7038] predictions:    9737/  10000 (97.37%), best:    9759/10000 (97.59%), error:       834.59100, best error:       807.50977 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 96.6938095093s, input_fired_time: 1.1620346308, output_fired_time: 0.7600719929, propagate_forward_time: 37.7901420593, propagate_backward_time: 54.9142494202, weight_update_time: 0.0936480537, other_time: 2.0673141479
epoch time: 7.9982490540s, input_fired_time: 0.1217328086, output_fired_time: 0.0000000000, propagate_forward_time: 7.5152153969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613009453
validation[          , genome  7038] predictions:    9685/  10000 (96.85%), best:    9759/10000 (97.59%), error:       989.25238, best error:       807.50977 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 97.7453155518s, input_fired_time: 1.1648386717, output_fired_time: 0.7698611021, propagate_forward_time: 38.0675964355, propagate_backward_time: 55.6965599060, weight_update_time: 0.0925997272, other_time: 2.0464591980
epoch time: 8.0733547211s, input_fired_time: 0.1206318513, output_fired_time: 0.0000000000, propagate_forward_time: 7.5882339478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644890785
validation[          , genome  7038] predictions:    9730/  10000 (97.30%), best:    9759/10000 (97.59%), error:       860.42712, best error:       807.50977 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 95.4318618774s, input_fired_time: 1.1708244085, output_fired_time: 0.7503600121, propagate_forward_time: 37.1371002197, propagate_backward_time: 54.3098869324, weight_update_time: 0.0915487036, other_time: 2.0636940002
epoch time: 7.8267631531s, input_fired_time: 0.1185092777, output_fired_time: 0.0000000000, propagate_forward_time: 7.3570218086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512320518
validation[          , genome  7038] predictions:    9719/  10000 (97.19%), best:    9759/10000 (97.59%), error:       885.59979, best error:       807.50977 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 93.5725936890s, input_fired_time: 1.1378134489, output_fired_time: 0.7444576621, propagate_forward_time: 36.5046348572, propagate_backward_time: 53.2132682800, weight_update_time: 0.0899104923, other_time: 1.9724197388
epoch time: 8.0458889008s, input_fired_time: 0.1207828075, output_fired_time: 0.0000000000, propagate_forward_time: 7.5652718544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598341942
validation[          , genome  7038] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       860.28107, best error:       807.50977 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 94.8983688354s, input_fired_time: 1.1492369175, output_fired_time: 0.7485562563, propagate_forward_time: 37.0005950928, propagate_backward_time: 53.9822616577, weight_update_time: 0.0908752754, other_time: 2.0177154541
epoch time: 7.5809473991s, input_fired_time: 0.1156356633, output_fired_time: 0.0000000000, propagate_forward_time: 7.1234092712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419022560
validation[          , genome  7038] predictions:    9712/  10000 (97.12%), best:    9759/10000 (97.59%), error:       868.67944, best error:       807.50977 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 97.6186294556s, input_fired_time: 1.1772649288, output_fired_time: 0.7651799321, propagate_forward_time: 37.9850578308, propagate_backward_time: 55.5736808777, weight_update_time: 0.0972025692, other_time: 2.1174468994
epoch time: 7.7466573715s, input_fired_time: 0.1257217228, output_fired_time: 0.0000000000, propagate_forward_time: 7.2551088333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658266068
validation[          , genome  7038] predictions:    9717/  10000 (97.17%), best:    9759/10000 (97.59%), error:       929.33356, best error:       807.50977 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 97.1661605835s, input_fired_time: 1.1656550169, output_fired_time: 0.7664868236, propagate_forward_time: 37.7720108032, propagate_backward_time: 55.3730125427, weight_update_time: 0.0923258662, other_time: 2.0889930725
epoch time: 7.8000593185s, input_fired_time: 0.1186225340, output_fired_time: 0.0000000000, propagate_forward_time: 7.3197870255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616499901
validation[          , genome  7038] predictions:    9771/  10000 (97.71%), best:    9759/10000 (97.59%), error:       810.36853, best error:       807.50977 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 98.3694229126s, input_fired_time: 1.1734211445, output_fired_time: 0.7762700915, propagate_forward_time: 38.3760681152, propagate_backward_time: 55.9300384521, weight_update_time: 0.0933295712, other_time: 2.1136245728
epoch time: 7.8099560738s, input_fired_time: 0.1193683073, output_fired_time: 0.0000000000, propagate_forward_time: 7.3283104897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622775078
validation[          , genome  7038] predictions:    9744/  10000 (97.44%), best:    9759/10000 (97.59%), error:       827.81189, best error:       807.50977 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 93.7830352783s, input_fired_time: 1.1388657093, output_fired_time: 0.7442223430, propagate_forward_time: 36.5917968750, propagate_backward_time: 53.3006401062, weight_update_time: 0.0893558115, other_time: 2.0075111389
epoch time: 7.6677851677s, input_fired_time: 0.1170726046, output_fired_time: 0.0000000000, propagate_forward_time: 7.1852374077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654751778
validation[          , genome  7038] predictions:    9722/  10000 (97.22%), best:    9759/10000 (97.59%), error:       907.44940, best error:       807.50977 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 93.7376327515s, input_fired_time: 1.1380002499, output_fired_time: 0.7468307614, propagate_forward_time: 36.5181121826, propagate_backward_time: 53.3723678589, weight_update_time: 0.0888755322, other_time: 1.9623184204
epoch time: 7.7212996483s, input_fired_time: 0.1184040084, output_fired_time: 0.0000000000, propagate_forward_time: 7.2544889450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484067917
validation[          , genome  7038] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       787.87885, best error:       787.87885 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 93.5308303833s, input_fired_time: 1.1369950771, output_fired_time: 0.7417582870, propagate_forward_time: 36.4723205566, propagate_backward_time: 53.2084274292, weight_update_time: 0.0894438699, other_time: 1.9713287354
epoch time: 7.7214164734s, input_fired_time: 0.1170287207, output_fired_time: 0.0000000000, propagate_forward_time: 7.2561459541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482418060
validation[          , genome  7038] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       831.60840, best error:       787.87885 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 94.2335357666s, input_fired_time: 1.1547890902, output_fired_time: 0.7459403276, propagate_forward_time: 36.7017135620, propagate_backward_time: 53.5710868835, weight_update_time: 0.0922516882, other_time: 2.0600013733
epoch time: 7.6064376831s, input_fired_time: 0.1211534739, output_fired_time: 0.0000000000, propagate_forward_time: 7.1301331520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551511765
validation[          , genome  7038] predictions:    9721/  10000 (97.21%), best:    9760/10000 (97.60%), error:       925.25098, best error:       787.87885 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 99.2438430786s, input_fired_time: 1.1835430861, output_fired_time: 0.7757319808, propagate_forward_time: 38.7113914490, propagate_backward_time: 56.4856147766, weight_update_time: 0.0955204517, other_time: 2.0875625610
epoch time: 8.2699146271s, input_fired_time: 0.1251468360, output_fired_time: 0.0000000000, propagate_forward_time: 7.7725100517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722577095
validation[          , genome  7038] predictions:    9735/  10000 (97.35%), best:    9760/10000 (97.60%), error:       841.98022, best error:       787.87885 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 97.1359481812s, input_fired_time: 1.1757260561, output_fired_time: 0.7655465603, propagate_forward_time: 37.9653244019, propagate_backward_time: 55.1627693176, weight_update_time: 0.0922350436, other_time: 2.0665779114
epoch time: 7.6769070625s, input_fired_time: 0.1177868322, output_fired_time: 0.0000000000, propagate_forward_time: 7.2099466324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491735458
validation[          , genome  7038] predictions:    9701/  10000 (97.01%), best:    9760/10000 (97.60%), error:       995.23560, best error:       787.87885 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 95.0176239014s, input_fired_time: 1.1520631313, output_fired_time: 0.7530190945, propagate_forward_time: 37.0742149353, propagate_backward_time: 54.0418891907, weight_update_time: 0.0902358070, other_time: 1.9964370728
epoch time: 7.7973923683s, input_fired_time: 0.1193318069, output_fired_time: 0.0000000000, propagate_forward_time: 7.3244490623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536114693
validation[          , genome  7038] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       784.63855, best error:       784.63855 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 94.0793380737s, input_fired_time: 1.1514679193, output_fired_time: 0.7512650490, propagate_forward_time: 36.7544021606, propagate_backward_time: 53.4416236877, weight_update_time: 0.0897672921, other_time: 1.9805793762
epoch time: 7.6934247017s, input_fired_time: 0.1188284904, output_fired_time: 0.0000000000, propagate_forward_time: 7.2290935516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455028534
validation[          , genome  7038] predictions:    9719/  10000 (97.19%), best:    9747/10000 (97.47%), error:       924.45728, best error:       784.63855 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 93.9147338867s, input_fired_time: 1.1443372965, output_fired_time: 0.7477508187, propagate_forward_time: 36.5688362122, propagate_backward_time: 53.4867019653, weight_update_time: 0.0893499777, other_time: 1.9671058655
epoch time: 8.1498289108s, input_fired_time: 0.1263303310, output_fired_time: 0.0000000000, propagate_forward_time: 7.6553616524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681368828
validation[          , genome  7038] predictions:    9755/  10000 (97.55%), best:    9747/10000 (97.47%), error:       806.65289, best error:       784.63855 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 93.5739669800s, input_fired_time: 1.1444838047, output_fired_time: 0.7433032990, propagate_forward_time: 36.4282836914, propagate_backward_time: 53.2850456238, weight_update_time: 0.0894551575, other_time: 1.9728507996
epoch time: 7.8429508209s, input_fired_time: 0.1212114170, output_fired_time: 0.0000000000, propagate_forward_time: 7.3702964783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514428139
validation[          , genome  7038] predictions:    9732/  10000 (97.32%), best:    9747/10000 (97.47%), error:       861.99609, best error:       784.63855 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 97.6100997925s, input_fired_time: 1.1856862307, output_fired_time: 0.7742816210, propagate_forward_time: 38.0472831726, propagate_backward_time: 55.5038871765, weight_update_time: 0.0950728431, other_time: 2.0989608765
epoch time: 7.8297224045s, input_fired_time: 0.1200431585, output_fired_time: 0.0000000000, propagate_forward_time: 7.3576707840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520083427
validation[          , genome  7038] predictions:    9704/  10000 (97.04%), best:    9747/10000 (97.47%), error:       995.06500, best error:       784.63855 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 94.8277969360s, input_fired_time: 1.1572291851, output_fired_time: 0.7511382699, propagate_forward_time: 36.9258918762, propagate_backward_time: 53.9764099121, weight_update_time: 0.0902850181, other_time: 2.0171318054
epoch time: 7.8866667747s, input_fired_time: 0.1230497211, output_fired_time: 0.0000000000, propagate_forward_time: 7.4054436684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581733704
validation[          , genome  7038] predictions:    9740/  10000 (97.40%), best:    9747/10000 (97.47%), error:       847.25085, best error:       784.63855 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 93.4593505859s, input_fired_time: 1.1472294331, output_fired_time: 0.7459247112, propagate_forward_time: 36.3981781006, propagate_backward_time: 53.1689872742, weight_update_time: 0.0900361687, other_time: 1.9990272522
epoch time: 7.6858472824s, input_fired_time: 0.1189534068, output_fired_time: 0.0000000000, propagate_forward_time: 7.2105913162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563027382
validation[          , genome  7038] predictions:    9759/  10000 (97.59%), best:    9747/10000 (97.47%), error:       805.44183, best error:       784.63855 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 95.3330078125s, input_fired_time: 1.1669232845, output_fired_time: 0.7592816353, propagate_forward_time: 37.2169799805, propagate_backward_time: 54.1462745667, weight_update_time: 0.0910638720, other_time: 2.0435447693
epoch time: 8.5472497940s, input_fired_time: 0.1306751817, output_fired_time: 0.0000000000, propagate_forward_time: 8.0332212448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833532333
validation[          , genome  7038] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       755.71985, best error:       755.71985 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 98.2660140991s, input_fired_time: 1.1767210960, output_fired_time: 0.7651343942, propagate_forward_time: 38.4265556335, propagate_backward_time: 55.8473091125, weight_update_time: 0.0935748145, other_time: 2.0502929688
epoch time: 7.6615581512s, input_fired_time: 0.1192451268, output_fired_time: 0.0000000000, propagate_forward_time: 7.1955432892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3467698097
validation[          , genome  7038] predictions:    9755/  10000 (97.55%), best:    9766/10000 (97.66%), error:       820.58838, best error:       755.71985 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 95.6569442749s, input_fired_time: 1.1586765051, output_fired_time: 0.7519484758, propagate_forward_time: 37.2583656311, propagate_backward_time: 54.4931373596, weight_update_time: 0.0907280371, other_time: 1.9948196411
epoch time: 7.6478238106s, input_fired_time: 0.1193286180, output_fired_time: 0.0000000000, propagate_forward_time: 7.1809430122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475522995
validation[          , genome  7038] predictions:    9733/  10000 (97.33%), best:    9766/10000 (97.66%), error:       822.06598, best error:       755.71985 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 92.6161346436s, input_fired_time: 1.1402767897, output_fired_time: 0.7423847318, propagate_forward_time: 36.0870094299, propagate_backward_time: 52.6856384277, weight_update_time: 0.0885553733, other_time: 1.9608268738
epoch time: 7.6532111168s, input_fired_time: 0.1187412143, output_fired_time: 0.0000000000, propagate_forward_time: 7.1866879463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477821350
validation[          , genome  7038] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       768.43866, best error:       755.71985 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 93.2797470093s, input_fired_time: 1.1470522881, output_fired_time: 0.7468329668, propagate_forward_time: 36.3140449524, propagate_backward_time: 53.0797500610, weight_update_time: 0.0889411792, other_time: 1.9920692444
epoch time: 7.6502933502s, input_fired_time: 0.1204737499, output_fired_time: 0.0000000000, propagate_forward_time: 7.1788072586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510122299
validation[          , genome  7038] predictions:    9745/  10000 (97.45%), best:    9766/10000 (97.66%), error:       822.64691, best error:       755.71985 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 95.0689544678s, input_fired_time: 1.1588675976, output_fired_time: 0.7517885566, propagate_forward_time: 37.0848312378, propagate_backward_time: 54.0592536926, weight_update_time: 0.0907524675, other_time: 2.0142173767
epoch time: 8.5777769089s, input_fired_time: 0.1306802481, output_fired_time: 0.0000000000, propagate_forward_time: 8.0719165802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751802444
validation[          , genome  7038] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       752.61169, best error:       752.61169 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 99.3838424683s, input_fired_time: 1.1884806156, output_fired_time: 0.7764907479, propagate_forward_time: 38.7262420654, propagate_backward_time: 56.6172142029, weight_update_time: 0.0943662301, other_time: 2.0754127502
epoch time: 7.7330536842s, input_fired_time: 0.1207105890, output_fired_time: 0.0000000000, propagate_forward_time: 7.2625269890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498163223
validation[          , genome  7038] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       816.54272, best error:       752.61169 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 95.5947036743s, input_fired_time: 1.1645703316, output_fired_time: 0.7537549138, propagate_forward_time: 37.2768707275, propagate_backward_time: 54.3870925903, weight_update_time: 0.0918104723, other_time: 2.0124130249
epoch time: 7.9502949715s, input_fired_time: 0.1207011342, output_fired_time: 0.0000000000, propagate_forward_time: 7.4696393013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599543571
validation[          , genome  7038] predictions:    9682/  10000 (96.82%), best:    9770/10000 (97.70%), error:      1025.31702, best error:       752.61169 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 95.2833175659s, input_fired_time: 1.1636209488, output_fired_time: 0.7482424974, propagate_forward_time: 37.1633872986, propagate_backward_time: 54.2060432434, weight_update_time: 0.0906569287, other_time: 2.0020217896
epoch time: 8.0776157379s, input_fired_time: 0.1240705848, output_fired_time: 0.0000000000, propagate_forward_time: 7.5946784019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588666916
validation[          , genome  7038] predictions:    9769/  10000 (97.69%), best:    9770/10000 (97.70%), error:       767.74084, best error:       752.61169 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.8556442261s, input_fired_time: 1.1661254168, output_fired_time: 0.7501463294, propagate_forward_time: 37.0140800476, propagate_backward_time: 53.9159393311, weight_update_time: 0.0918035805, other_time: 2.0093574524
epoch time: 7.6543755531s, input_fired_time: 0.1229937375, output_fired_time: 0.0000000000, propagate_forward_time: 7.1829805374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484010696
validation[          , genome  7038] predictions:    9712/  10000 (97.12%), best:    9770/10000 (97.70%), error:       948.97736, best error:       752.61169 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 95.3693923950s, input_fired_time: 1.1781883240, output_fired_time: 0.7537910938, propagate_forward_time: 37.2181243896, propagate_backward_time: 54.1685905457, weight_update_time: 0.0923756287, other_time: 2.0507011414
epoch time: 7.8051204681s, input_fired_time: 0.1261865199, output_fired_time: 0.0000000000, propagate_forward_time: 7.3205618858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583722115
validation[          , genome  7038] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       818.33282, best error:       752.61169 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 96.6565933228s, input_fired_time: 1.1821749210, output_fired_time: 0.7573272586, propagate_forward_time: 37.6344833374, propagate_backward_time: 55.0218238831, weight_update_time: 0.0919678584, other_time: 2.0607872009
epoch time: 8.0862112045s, input_fired_time: 0.1254669577, output_fired_time: 0.0000000000, propagate_forward_time: 7.5950288773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657155037
validation[          , genome  7038] predictions:    9763/  10000 (97.63%), best:    9770/10000 (97.70%), error:       776.89685, best error:       752.61169 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 96.0547485352s, input_fired_time: 1.1824849844, output_fired_time: 0.7517341375, propagate_forward_time: 37.3799934387, propagate_backward_time: 54.7116775513, weight_update_time: 0.0913781077, other_time: 2.0288581848
epoch time: 7.9092397690s, input_fired_time: 0.1238475069, output_fired_time: 0.0000000000, propagate_forward_time: 7.4214243889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639678955
validation[          , genome  7038] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       723.91931, best error:       723.91931 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 93.1437301636s, input_fired_time: 1.1546449661, output_fired_time: 0.7396195531, propagate_forward_time: 36.2351493835, propagate_backward_time: 53.0431213379, weight_update_time: 0.0889815465, other_time: 1.9711952209
epoch time: 7.8070993423s, input_fired_time: 0.1229133159, output_fired_time: 0.0000000000, propagate_forward_time: 7.3357214928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484644890
validation[          , genome  7038] predictions:    9777/  10000 (97.77%), best:    9789/10000 (97.89%), error:       754.36243, best error:       723.91931 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 94.8429718018s, input_fired_time: 1.1800642014, output_fired_time: 0.7484510541, propagate_forward_time: 36.8933982849, propagate_backward_time: 53.9585990906, weight_update_time: 0.0939614996, other_time: 2.0624618530
epoch time: 7.7094283104s, input_fired_time: 0.1216552109, output_fired_time: 0.0000000000, propagate_forward_time: 7.2369847298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507885933
validation[          , genome  7038] predictions:    9677/  10000 (96.77%), best:    9789/10000 (97.89%), error:      1119.92383, best error:       723.91931 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 94.8235778809s, input_fired_time: 1.1627014875, output_fired_time: 0.7437053919, propagate_forward_time: 37.0092353821, propagate_backward_time: 53.9070091248, weight_update_time: 0.0906062648, other_time: 2.0009231567
epoch time: 7.9888472557s, input_fired_time: 0.1217749417, output_fired_time: 0.0000000000, propagate_forward_time: 7.5113468170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557252884
validation[          , genome  7038] predictions:    9751/  10000 (97.51%), best:    9789/10000 (97.89%), error:       845.58044, best error:       723.91931 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 94.4207763672s, input_fired_time: 1.1823582649, output_fired_time: 0.7496936917, propagate_forward_time: 36.7467117310, propagate_backward_time: 53.6483497620, weight_update_time: 0.0948691964, other_time: 2.0936622620
epoch time: 8.0497369766s, input_fired_time: 0.1334176809, output_fired_time: 0.0000000000, propagate_forward_time: 7.5379881859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783311844
validation[          , genome  7038] predictions:    9746/  10000 (97.46%), best:    9789/10000 (97.89%), error:       820.87024, best error:       723.91931 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 94.7666473389s, input_fired_time: 1.1841728687, output_fired_time: 0.7490773797, propagate_forward_time: 36.9754219055, propagate_backward_time: 53.7723312378, weight_update_time: 0.0937002152, other_time: 2.0856437683
epoch time: 7.6606526375s, input_fired_time: 0.1218817607, output_fired_time: 0.0000000000, propagate_forward_time: 7.1847343445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540363312
validation[          , genome  7038] predictions:    9727/  10000 (97.27%), best:    9789/10000 (97.89%), error:       899.59326, best error:       723.91931 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 95.7399368286s, input_fired_time: 1.1796691418, output_fired_time: 0.7545375228, propagate_forward_time: 37.3708724976, propagate_backward_time: 54.3805236816, weight_update_time: 0.0921070129, other_time: 2.0543289185
epoch time: 9.6413660049s, input_fired_time: 0.1420496404, output_fired_time: 0.0000000000, propagate_forward_time: 9.0903329849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089832306
validation[          , genome  7038] predictions:    9756/  10000 (97.56%), best:    9789/10000 (97.89%), error:       784.55707, best error:       723.91931 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 95.5962905884s, input_fired_time: 1.1732233763, output_fired_time: 0.7579564452, propagate_forward_time: 37.1953315735, propagate_backward_time: 54.4478073120, weight_update_time: 0.0911439806, other_time: 2.0219688416
epoch time: 7.6659679413s, input_fired_time: 0.1219908968, output_fired_time: 0.0000000000, propagate_forward_time: 7.1910376549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529396057
validation[          , genome  7038] predictions:    9774/  10000 (97.74%), best:    9789/10000 (97.89%), error:       775.45941, best error:       723.91931 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 95.3590240479s, input_fired_time: 1.1771941185, output_fired_time: 0.7529217601, propagate_forward_time: 37.1831130981, propagate_backward_time: 54.2296028137, weight_update_time: 0.0914927647, other_time: 2.0161933899
epoch time: 7.6209130287s, input_fired_time: 0.1261522621, output_fired_time: 0.0000000000, propagate_forward_time: 7.1358776093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588833809
validation[          , genome  7038] predictions:    9770/  10000 (97.70%), best:    9789/10000 (97.89%), error:       794.51849, best error:       723.91931 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 95.2399368286s, input_fired_time: 1.1824491024, output_fired_time: 0.7524797916, propagate_forward_time: 37.1506614685, propagate_backward_time: 54.0912780762, weight_update_time: 0.0927437171, other_time: 2.0630683899
epoch time: 7.9497766495s, input_fired_time: 0.1251597852, output_fired_time: 0.0000000000, propagate_forward_time: 7.4669604301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576564789
validation[          , genome  7038] predictions:    9779/  10000 (97.79%), best:    9789/10000 (97.89%), error:       736.10431, best error:       723.91931 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 96.2242431641s, input_fired_time: 1.1804469824, output_fired_time: 0.7627252936, propagate_forward_time: 37.5987167358, propagate_backward_time: 54.6616439819, weight_update_time: 0.0919327289, other_time: 2.0207061768
epoch time: 7.6929469109s, input_fired_time: 0.1208409965, output_fired_time: 0.0000000000, propagate_forward_time: 7.2229804993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491253853
validation[          , genome  7038] predictions:    9725/  10000 (97.25%), best:    9789/10000 (97.89%), error:       871.73541, best error:       723.91931 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 94.0278091431s, input_fired_time: 1.1630126238, output_fired_time: 0.7445358634, propagate_forward_time: 36.5599288940, propagate_backward_time: 53.5763664246, weight_update_time: 0.0899992511, other_time: 1.9839668274
epoch time: 7.6471543312s, input_fired_time: 0.1210156679, output_fired_time: 0.0000000000, propagate_forward_time: 7.1751480103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509907722
validation[          , genome  7038] predictions:    9773/  10000 (97.73%), best:    9789/10000 (97.89%), error:       766.68604, best error:       723.91931 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 95.2815780640s, input_fired_time: 1.1899667978, output_fired_time: 0.7507413030, propagate_forward_time: 37.1589622498, propagate_backward_time: 54.1157379150, weight_update_time: 0.0910446718, other_time: 2.0661735535
epoch time: 7.9596943855s, input_fired_time: 0.1269074082, output_fired_time: 0.0000000000, propagate_forward_time: 7.4668130875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659739494
validation[          , genome  7038] predictions:    9745/  10000 (97.45%), best:    9789/10000 (97.89%), error:       817.88708, best error:       723.91931 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 95.8471145630s, input_fired_time: 1.2000117302, output_fired_time: 0.7601518631, propagate_forward_time: 37.2883148193, propagate_backward_time: 54.5372352600, weight_update_time: 0.0909512937, other_time: 2.0613975525
epoch time: 8.1807384491s, input_fired_time: 0.1295320392, output_fired_time: 0.0000000000, propagate_forward_time: 7.6784386635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727679253
validation[          , genome  7038] predictions:    9766/  10000 (97.66%), best:    9789/10000 (97.89%), error:       752.75720, best error:       723.91931 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 96.9365463257s, input_fired_time: 1.2097634077, output_fired_time: 0.7607288361, propagate_forward_time: 37.9274826050, propagate_backward_time: 54.9490165710, weight_update_time: 0.0926112682, other_time: 2.0895576477
epoch time: 7.8645811081s, input_fired_time: 0.1245624423, output_fired_time: 0.0000000000, propagate_forward_time: 7.3872089386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528099060
validation[          , genome  7038] predictions:    9763/  10000 (97.63%), best:    9789/10000 (97.89%), error:       767.43109, best error:       723.91931 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 94.1405181885s, input_fired_time: 1.1634585857, output_fired_time: 0.7434041500, propagate_forward_time: 36.6604042053, propagate_backward_time: 53.5912399292, weight_update_time: 0.0899478272, other_time: 1.9820137024
epoch time: 7.8270759583s, input_fired_time: 0.1248305067, output_fired_time: 0.0000000000, propagate_forward_time: 7.3513803482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508648872
validation[          , genome  7038] predictions:    9773/  10000 (97.73%), best:    9789/10000 (97.89%), error:       765.51111, best error:       723.91931 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 94.3020629883s, input_fired_time: 1.1642006636, output_fired_time: 0.7467622161, propagate_forward_time: 36.7764434814, propagate_backward_time: 53.6382255554, weight_update_time: 0.0896636844, other_time: 1.9764289856
epoch time: 7.7519493103s, input_fired_time: 0.1221668199, output_fired_time: 0.0000000000, propagate_forward_time: 7.2820606232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477220535
validation[          , genome  7038] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       718.73846, best error:       718.73846 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 94.5236511230s, input_fired_time: 1.1605212688, output_fired_time: 0.7478703856, propagate_forward_time: 36.7457504272, propagate_backward_time: 53.9053115845, weight_update_time: 0.0896433070, other_time: 1.9641952515
epoch time: 7.7728877068s, input_fired_time: 0.1220297217, output_fired_time: 0.0000000000, propagate_forward_time: 7.3027362823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481216431
validation[          , genome  7038] predictions:    9745/  10000 (97.45%), best:    9789/10000 (97.89%), error:       856.41339, best error:       718.73846 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 98.2801513672s, input_fired_time: 1.1911262274, output_fired_time: 0.7700047493, propagate_forward_time: 38.2938423157, propagate_backward_time: 55.9687767029, weight_update_time: 0.0929179266, other_time: 2.0564041138
epoch time: 7.8163871765s, input_fired_time: 0.1245103702, output_fired_time: 0.0000000000, propagate_forward_time: 7.3330636024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588132858
validation[          , genome  7038] predictions:    9773/  10000 (97.73%), best:    9789/10000 (97.89%), error:       746.21222, best error:       718.73846 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 93.2013626099s, input_fired_time: 1.1647589207, output_fired_time: 0.7347751856, propagate_forward_time: 36.3301048279, propagate_backward_time: 52.9701347351, weight_update_time: 0.0896868929, other_time: 2.0015945435
epoch time: 8.4229974747s, input_fired_time: 0.1310967058, output_fired_time: 0.0000000000, propagate_forward_time: 7.9182572365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736433983
validation[          , genome  7038] predictions:    9770/  10000 (97.70%), best:    9789/10000 (97.89%), error:       754.29999, best error:       718.73846 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 94.5736465454s, input_fired_time: 1.1710966825, output_fired_time: 0.7447980046, propagate_forward_time: 36.9226379395, propagate_backward_time: 53.7340660095, weight_update_time: 0.0898266360, other_time: 2.0010490417
epoch time: 7.6934518814s, input_fired_time: 0.1220647618, output_fired_time: 0.0000000000, propagate_forward_time: 7.2239603996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474268913
validation[          , genome  7038] predictions:    9748/  10000 (97.48%), best:    9789/10000 (97.89%), error:       796.57660, best error:       718.73846 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 94.1823501587s, input_fired_time: 1.1622564793, output_fired_time: 0.7521440387, propagate_forward_time: 36.7576942444, propagate_backward_time: 53.5363426208, weight_update_time: 0.0893838480, other_time: 1.9739151001
epoch time: 7.9604535103s, input_fired_time: 0.1212753057, output_fired_time: 0.0000000000, propagate_forward_time: 7.4852185249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539595604
validation[          , genome  7038] predictions:    9707/  10000 (97.07%), best:    9789/10000 (97.89%), error:       958.00366, best error:       718.73846 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 95.7578277588s, input_fired_time: 1.1659415960, output_fired_time: 0.7536084056, propagate_forward_time: 37.2715034485, propagate_backward_time: 54.5545272827, weight_update_time: 0.0910062417, other_time: 2.0122489929
epoch time: 8.0554075241s, input_fired_time: 0.1251761764, output_fired_time: 0.0000000000, propagate_forward_time: 7.5711150169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591165543
validation[          , genome  7038] predictions:    9784/  10000 (97.84%), best:    9789/10000 (97.89%), error:       730.55237, best error:       718.73846 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 94.6729888916s, input_fired_time: 1.1725230217, output_fired_time: 0.7504981756, propagate_forward_time: 36.9062194824, propagate_backward_time: 53.8414344788, weight_update_time: 0.0907617733, other_time: 2.0023155212
epoch time: 7.7611994743s, input_fired_time: 0.1237783954, output_fired_time: 0.0000000000, propagate_forward_time: 7.2895326614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478884697
validation[          , genome  7038] predictions:    9760/  10000 (97.60%), best:    9789/10000 (97.89%), error:       771.85840, best error:       718.73846 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 94.3736724854s, input_fired_time: 1.1677805185, output_fired_time: 0.7485238910, propagate_forward_time: 36.7875900269, propagate_backward_time: 53.6818275452, weight_update_time: 0.0901227146, other_time: 1.9879493713
epoch time: 8.1742086411s, input_fired_time: 0.1255875379, output_fired_time: 0.0000000000, propagate_forward_time: 7.6832590103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653621674
validation[          , genome  7038] predictions:    9764/  10000 (97.64%), best:    9789/10000 (97.89%), error:       781.43518, best error:       718.73846 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 98.4904937744s, input_fired_time: 1.2047340870, output_fired_time: 0.7693530917, propagate_forward_time: 38.4669914246, propagate_backward_time: 55.9606399536, weight_update_time: 0.0941619724, other_time: 2.0887718201
epoch time: 8.1040363312s, input_fired_time: 0.1285066158, output_fired_time: 0.0000000000, propagate_forward_time: 7.6078243256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677053452
validation[          , genome  7038] predictions:    9721/  10000 (97.21%), best:    9789/10000 (97.89%), error:       947.39587, best error:       718.73846 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 94.1427230835s, input_fired_time: 1.1726601124, output_fired_time: 0.7524104714, propagate_forward_time: 36.7680854797, propagate_backward_time: 53.4311180115, weight_update_time: 0.0903519019, other_time: 2.0184478760
epoch time: 7.6030044556s, input_fired_time: 0.1244148612, output_fired_time: 0.0000000000, propagate_forward_time: 7.1267924309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517971039
validation[          , genome  7038] predictions:    9644/  10000 (96.44%), best:    9789/10000 (97.89%), error:      1122.24976, best error:       718.73846 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 93.9667663574s, input_fired_time: 1.1629152298, output_fired_time: 0.7463812232, propagate_forward_time: 36.5685157776, propagate_backward_time: 53.4928359985, weight_update_time: 0.0899989456, other_time: 1.9961128235
epoch time: 7.6708974838s, input_fired_time: 0.1222982258, output_fired_time: 0.0000000000, propagate_forward_time: 7.1989288330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496704102
validation[          , genome  7038] predictions:    9772/  10000 (97.72%), best:    9789/10000 (97.89%), error:       743.03033, best error:       718.73846 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 98.6014938354s, input_fired_time: 1.1942342520, output_fired_time: 0.7722078562, propagate_forward_time: 38.5456466675, propagate_backward_time: 56.0036773682, weight_update_time: 0.0947091803, other_time: 2.0857238770
epoch time: 7.9711241722s, input_fired_time: 0.1266935021, output_fired_time: 0.0000000000, propagate_forward_time: 7.4902687073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541617393
validation[          , genome  7038] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       708.32141, best error:       708.32141 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 97.2920684814s, input_fired_time: 1.1992620230, output_fired_time: 0.7659905553, propagate_forward_time: 37.9666595459, propagate_backward_time: 55.2770195007, weight_update_time: 0.0940339118, other_time: 2.0831336975
epoch time: 7.6246180534s, input_fired_time: 0.1284686327, output_fired_time: 0.0000000000, propagate_forward_time: 7.1325693130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635802269
validation[          , genome  7038] predictions:    9770/  10000 (97.70%), best:    9796/10000 (97.96%), error:       773.80804, best error:       708.32141 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 93.8307647705s, input_fired_time: 1.1683058739, output_fired_time: 0.7368109822, propagate_forward_time: 36.6894149780, propagate_backward_time: 53.2494926453, weight_update_time: 0.0898490250, other_time: 1.9867439270
epoch time: 7.9000077248s, input_fired_time: 0.1258515269, output_fired_time: 0.0000000000, propagate_forward_time: 7.4130392075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611168861
validation[          , genome  7038] predictions:    9769/  10000 (97.69%), best:    9796/10000 (97.96%), error:       753.60785, best error:       708.32141 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.2961425781s, input_fired_time: 1.1688873768, output_fired_time: 0.7418364286, propagate_forward_time: 36.7742233276, propagate_backward_time: 53.5875282288, weight_update_time: 0.0902712494, other_time: 2.0236701965
epoch time: 7.7564096451s, input_fired_time: 0.1237246692, output_fired_time: 0.0000000000, propagate_forward_time: 7.2824702263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502149582
validation[          , genome  7038] predictions:    9756/  10000 (97.56%), best:    9796/10000 (97.96%), error:       808.08289, best error:       708.32141 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 93.7445373535s, input_fired_time: 1.1699517965, output_fired_time: 0.7445437908, propagate_forward_time: 36.4624977112, propagate_backward_time: 53.3750724792, weight_update_time: 0.0896794274, other_time: 1.9924697876
epoch time: 7.6067938805s, input_fired_time: 0.1231967658, output_fired_time: 0.0000000000, propagate_forward_time: 7.1363396645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472576141
validation[          , genome  7038] predictions:    9702/  10000 (97.02%), best:    9796/10000 (97.96%), error:       956.74683, best error:       708.32141 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 93.1247100830s, input_fired_time: 1.1656115055, output_fired_time: 0.7319062352, propagate_forward_time: 36.3570938110, propagate_backward_time: 52.8991851807, weight_update_time: 0.0892752334, other_time: 1.9709167480
epoch time: 7.6966257095s, input_fired_time: 0.1278619319, output_fired_time: 0.0000000000, propagate_forward_time: 7.2215504646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472132683
validation[          , genome  7038] predictions:    9744/  10000 (97.44%), best:    9796/10000 (97.96%), error:       842.53564, best error:       708.32141 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 95.5832366943s, input_fired_time: 1.1799248457, output_fired_time: 0.7513835430, propagate_forward_time: 37.3106231689, propagate_backward_time: 54.3296127319, weight_update_time: 0.0920158848, other_time: 2.0116958618
epoch time: 7.8488988876s, input_fired_time: 0.1234719008, output_fired_time: 0.0000000000, propagate_forward_time: 7.3717150688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537120819
validation[          , genome  7038] predictions:    9763/  10000 (97.63%), best:    9796/10000 (97.96%), error:       772.31439, best error:       708.32141 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 96.1982955933s, input_fired_time: 1.1828024387, output_fired_time: 0.7589245439, propagate_forward_time: 37.4758720398, propagate_backward_time: 54.7770462036, weight_update_time: 0.0911011621, other_time: 2.0036506653
epoch time: 7.6638913155s, input_fired_time: 0.1221309379, output_fired_time: 0.0000000000, propagate_forward_time: 7.1966233253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451371193
validation[          , genome  7038] predictions:    9779/  10000 (97.79%), best:    9796/10000 (97.96%), error:       727.32056, best error:       708.32141 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 94.0135574341s, input_fired_time: 1.1682084799, output_fired_time: 0.7442125082, propagate_forward_time: 36.6339302063, propagate_backward_time: 53.5134048462, weight_update_time: 0.0891453847, other_time: 1.9538078308
epoch time: 8.0498294830s, input_fired_time: 0.1275793761, output_fired_time: 0.0000000000, propagate_forward_time: 7.5659360886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563141823
validation[          , genome  7038] predictions:    9776/  10000 (97.76%), best:    9796/10000 (97.96%), error:       740.65131, best error:       708.32141 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 96.6622390747s, input_fired_time: 1.1873164177, output_fired_time: 0.7580326200, propagate_forward_time: 37.6391601562, propagate_backward_time: 55.0373077393, weight_update_time: 0.0924751461, other_time: 2.0404205322
epoch time: 7.9158926010s, input_fired_time: 0.1248433590, output_fired_time: 0.0000000000, propagate_forward_time: 7.4342951775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567538261
validation[          , genome  7038] predictions:    9783/  10000 (97.83%), best:    9796/10000 (97.96%), error:       710.61017, best error:       708.32141 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 94.8057708740s, input_fired_time: 1.1814568043, output_fired_time: 0.7488692999, propagate_forward_time: 36.9496307373, propagate_backward_time: 53.8929634094, weight_update_time: 0.0909691975, other_time: 2.0328483582
epoch time: 8.2061891556s, input_fired_time: 0.1300350577, output_fired_time: 0.0000000000, propagate_forward_time: 7.6982321739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779215813
validation[          , genome  7038] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       698.55664, best error:       698.55664 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 95.5443115234s, input_fired_time: 1.2056287527, output_fired_time: 0.7555926442, propagate_forward_time: 37.2387199402, propagate_backward_time: 54.2753715515, weight_update_time: 0.0910315365, other_time: 2.0690002441
epoch time: 7.7861833572s, input_fired_time: 0.1232089549, output_fired_time: 0.0000000000, propagate_forward_time: 7.3069381714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560361862
validation[          , genome  7038] predictions:    9711/  10000 (97.11%), best:    9776/10000 (97.76%), error:       968.59308, best error:       698.55664 on epoch:    99, 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: 39.3913612366s, input_fired_time: 0.6318489313, output_fired_time: 0.0000000000, propagate_forward_time: 36.9492149353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8102989197
best training[          , genome  7038] predictions:   49818/  50000 (99.64%), best:    9776/10000 (97.76%), error:       978.15027, best error:       698.55664 on epoch:    99, 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: 7.7789340019s, input_fired_time: 0.1227078363, output_fired_time: 0.0000000000, propagate_forward_time: 7.2908411026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653850555
   testing[          , genome  7038] predictions:    9801/  10000 (98.01%), best:    9776/10000 (97.76%), error:       718.15167, best error:       698.55664 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:49:57 (7111): called boinc_finish(0)

</stderr_txt>
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