Nameexact_genome_1512568488_42_7117_0
Workunit2606834
Created7 Dec 2017, 23:55:24 UTC
Sent8 Dec 2017, 0:01:42 UTC
Report deadline16 Dec 2017, 15:22:58 UTC
Received8 Dec 2017, 12:43:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52260
Run time2 hours 52 min 10 sec
CPU time2 hours 48 min 48 sec
Validate stateValid
Credit2,159.94
Device peak FLOPS4.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size158.37 MB
Peak swap size161.35 MB
Peak disk usage2.42 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
e: 7.1204729080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004913330
validation[          , genome  7117] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       974.61169, best error:       974.61169 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 92.6686706543s, input_fired_time: 1.1775974035, output_fired_time: 1.0171387196, propagate_forward_time: 35.5255432129, propagate_backward_time: 53.1537399292, weight_update_time: 0.1049600691, other_time: 1.7946548462
epoch time: 7.6049337387s, input_fired_time: 0.1360614449, output_fired_time: 0.0000000000, propagate_forward_time: 7.1581497192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107223511
validation[          , genome  7117] predictions:    9690/  10000 (96.90%), best:    9716/10000 (97.16%), error:      1065.02966, best error:       974.61169 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 93.0914077759s, input_fired_time: 1.1767177582, output_fired_time: 1.0198422670, propagate_forward_time: 35.6221923828, propagate_backward_time: 53.4955024719, weight_update_time: 0.1048003137, other_time: 1.7771492004
epoch time: 7.8837981224s, input_fired_time: 0.1378913671, output_fired_time: 0.0000000000, propagate_forward_time: 7.4374017715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085050583
validation[          , genome  7117] predictions:    9539/  10000 (95.39%), best:    9716/10000 (97.16%), error:      1504.20361, best error:       974.61169 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 93.0589141846s, input_fired_time: 1.1821482182, output_fired_time: 1.0197066069, propagate_forward_time: 35.7754669189, propagate_backward_time: 53.2846298218, weight_update_time: 0.1048890650, other_time: 1.7969589233
epoch time: 7.5601897240s, input_fired_time: 0.1411700100, output_fired_time: 0.0000000000, propagate_forward_time: 7.1144413948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3045783043
validation[          , genome  7117] predictions:    9624/  10000 (96.24%), best:    9716/10000 (97.16%), error:      1196.99231, best error:       974.61169 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 94.1575088501s, input_fired_time: 1.1922671795, output_fired_time: 1.0253611803, propagate_forward_time: 36.0819129944, propagate_backward_time: 54.0747489929, weight_update_time: 0.1068153083, other_time: 1.7832183838
epoch time: 7.8426222801s, input_fired_time: 0.1409239471, output_fired_time: 0.0000000000, propagate_forward_time: 7.3939895630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077087402
validation[          , genome  7117] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       915.63446, best error:       915.63446 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 93.1393585205s, input_fired_time: 1.1831246614, output_fired_time: 1.0239785910, propagate_forward_time: 35.8579139709, propagate_backward_time: 53.2782211304, weight_update_time: 0.1048284322, other_time: 1.7961158752
epoch time: 7.5994539261s, input_fired_time: 0.1383344382, output_fired_time: 0.0000000000, propagate_forward_time: 7.1569399834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3041796684
validation[          , genome  7117] predictions:    9689/  10000 (96.89%), best:    9704/10000 (97.04%), error:       989.43451, best error:       915.63446 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 91.9023818970s, input_fired_time: 1.1794768572, output_fired_time: 1.0044924021, propagate_forward_time: 35.4042015076, propagate_backward_time: 52.5135574341, weight_update_time: 0.1043889821, other_time: 1.8006553650
epoch time: 7.4626398087s, input_fired_time: 0.1354509890, output_fired_time: 0.0000000000, propagate_forward_time: 7.0159702301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112187386
validation[          , genome  7117] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       886.48212, best error:       886.48212 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 92.0107192993s, input_fired_time: 1.1782368422, output_fired_time: 0.9910847545, propagate_forward_time: 35.4602088928, propagate_backward_time: 52.5954170227, weight_update_time: 0.1037990153, other_time: 1.7857742310
epoch time: 7.5007758141s, input_fired_time: 0.1388109177, output_fired_time: 0.0000000000, propagate_forward_time: 7.0534400940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085246086
validation[          , genome  7117] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       931.83374, best error:       886.48212 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 92.0922012329s, input_fired_time: 1.1746137142, output_fired_time: 1.0077091455, propagate_forward_time: 35.2368316650, propagate_backward_time: 52.8861999512, weight_update_time: 0.1027734652, other_time: 1.7868499756
epoch time: 7.0853991508s, input_fired_time: 0.1298056990, output_fired_time: 0.0000000000, propagate_forward_time: 6.6553511620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3002424240
validation[          , genome  7117] predictions:    9703/  10000 (97.03%), best:    9722/10000 (97.22%), error:      1012.10382, best error:       886.48212 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 92.0584564209s, input_fired_time: 1.1712775230, output_fired_time: 1.0063276291, propagate_forward_time: 35.1518440247, propagate_backward_time: 52.9286766052, weight_update_time: 0.1047818214, other_time: 1.8003311157
epoch time: 7.4881119728s, input_fired_time: 0.1375643462, output_fired_time: 0.0000000000, propagate_forward_time: 7.0368971825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136506081
validation[          , genome  7117] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       810.93854, best error:       810.93854 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 89.3262481689s, input_fired_time: 1.1582632065, output_fired_time: 0.9726419449, propagate_forward_time: 34.0461616516, propagate_backward_time: 51.3833808899, weight_update_time: 0.1012255773, other_time: 1.7658004761
epoch time: 7.4608345032s, input_fired_time: 0.1409968138, output_fired_time: 0.0000000000, propagate_forward_time: 7.0108180046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090195656
validation[          , genome  7117] predictions:    9705/  10000 (97.05%), best:    9734/10000 (97.34%), error:       940.63635, best error:       810.93854 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 91.1777801514s, input_fired_time: 1.1685712337, output_fired_time: 1.0127793550, propagate_forward_time: 34.6414031982, propagate_backward_time: 52.5660209656, weight_update_time: 0.1038337126, other_time: 1.7890052795
epoch time: 7.4110088348s, input_fired_time: 0.1359033436, output_fired_time: 0.0000000000, propagate_forward_time: 6.9656534195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094520569
validation[          , genome  7117] predictions:    9729/  10000 (97.29%), best:    9734/10000 (97.34%), error:       843.85797, best error:       810.93854 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 93.5688858032s, input_fired_time: 1.1939557791, output_fired_time: 1.0253006220, propagate_forward_time: 35.9421920776, propagate_backward_time: 53.6169853210, weight_update_time: 0.1049855500, other_time: 1.7904548645
epoch time: 7.5986795425s, input_fired_time: 0.1387283802, output_fired_time: 0.0000000000, propagate_forward_time: 7.1544380188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055133820
validation[          , genome  7117] predictions:    9730/  10000 (97.30%), best:    9734/10000 (97.34%), error:       907.24402, best error:       810.93854 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 93.5899353027s, input_fired_time: 1.1992506981, output_fired_time: 1.0235863924, propagate_forward_time: 35.9063339233, propagate_backward_time: 53.6803283691, weight_update_time: 0.1040983498, other_time: 1.7804336548
epoch time: 7.2024312019s, input_fired_time: 0.1383946836, output_fired_time: 0.0000000000, propagate_forward_time: 6.7567300797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073062897
validation[          , genome  7117] predictions:    9719/  10000 (97.19%), best:    9734/10000 (97.34%), error:       927.63342, best error:       810.93854 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.5170669556s, input_fired_time: 1.1814208031, output_fired_time: 1.0032250881, propagate_forward_time: 35.4236717224, propagate_backward_time: 53.1090240479, weight_update_time: 0.1052238122, other_time: 1.7997245789
epoch time: 7.6262378693s, input_fired_time: 0.1391924769, output_fired_time: 0.0000000000, propagate_forward_time: 7.1731739044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3138713837
validation[          , genome  7117] predictions:    9740/  10000 (97.40%), best:    9734/10000 (97.34%), error:       898.32123, best error:       810.93854 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 93.4057312012s, input_fired_time: 1.1881867647, output_fired_time: 1.0227131844, propagate_forward_time: 35.6735000610, propagate_backward_time: 53.7485351563, weight_update_time: 0.1047886387, other_time: 1.7727966309
epoch time: 7.5356764793s, input_fired_time: 0.1366692185, output_fired_time: 0.0000000000, propagate_forward_time: 7.0840249062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3149824142
validation[          , genome  7117] predictions:    9719/  10000 (97.19%), best:    9734/10000 (97.34%), error:       941.26660, best error:       810.93854 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 92.1065826416s, input_fired_time: 1.1860876083, output_fired_time: 1.0142781734, propagate_forward_time: 35.3777122498, propagate_backward_time: 52.7424392700, weight_update_time: 0.1030292138, other_time: 1.7860679626
epoch time: 7.6386647224s, input_fired_time: 0.1399941295, output_fired_time: 0.0000000000, propagate_forward_time: 7.1885790825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100914955
validation[          , genome  7117] predictions:    9724/  10000 (97.24%), best:    9734/10000 (97.34%), error:       913.10590, best error:       810.93854 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 92.1739425659s, input_fired_time: 1.1865487099, output_fired_time: 1.0138293505, propagate_forward_time: 35.3477325439, propagate_backward_time: 52.8296165466, weight_update_time: 0.1051936001, other_time: 1.7962150574
epoch time: 7.5277085304s, input_fired_time: 0.1371944994, output_fired_time: 0.0000000000, propagate_forward_time: 7.0838327408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066811562
validation[          , genome  7117] predictions:    9743/  10000 (97.43%), best:    9734/10000 (97.34%), error:       896.93549, best error:       810.93854 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 92.6654357910s, input_fired_time: 1.1844167709, output_fired_time: 1.0112321377, propagate_forward_time: 35.3103256226, propagate_backward_time: 53.3577461243, weight_update_time: 0.1050092429, other_time: 1.8017158508
epoch time: 7.8237552643s, input_fired_time: 0.1480334848, output_fired_time: 0.0000000000, propagate_forward_time: 7.3705892563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051323891
validation[          , genome  7117] predictions:    9392/  10000 (93.92%), best:    9734/10000 (97.34%), error:      2083.58911, best error:       810.93854 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

resetting weights to those on epoch: 23
epoch time: 91.9349822998s, input_fired_time: 1.1810739040, output_fired_time: 1.0022830963, propagate_forward_time: 35.2084770203, propagate_backward_time: 52.7510528564, weight_update_time: 0.1032333747, other_time: 1.7920951843
epoch time: 7.4022140503s, input_fired_time: 0.1368150413, output_fired_time: 0.0000000000, propagate_forward_time: 6.9548425674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3105564117
validation[          , genome  7117] predictions:    9737/  10000 (97.37%), best:    9734/10000 (97.34%), error:       833.07458, best error:       810.93854 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 91.9872970581s, input_fired_time: 1.1796952486, output_fired_time: 1.0107746124, propagate_forward_time: 35.0685272217, propagate_backward_time: 52.9517326355, weight_update_time: 0.1029828638, other_time: 1.7765693665
epoch time: 7.4150714874s, input_fired_time: 0.1370679736, output_fired_time: 0.0000000000, propagate_forward_time: 6.9722032547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3058004379
validation[          , genome  7117] predictions:    9687/  10000 (96.87%), best:    9734/10000 (97.34%), error:      1045.06531, best error:       810.93854 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 92.6704406738s, input_fired_time: 1.1818813086, output_fired_time: 1.0006577969, propagate_forward_time: 35.0389289856, propagate_backward_time: 53.6590652466, weight_update_time: 0.1044182852, other_time: 1.7899055481
epoch time: 7.0953650475s, input_fired_time: 0.1343676448, output_fired_time: 0.0000000000, propagate_forward_time: 6.6619133949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2990841866
validation[          , genome  7117] predictions:    9749/  10000 (97.49%), best:    9734/10000 (97.34%), error:       854.49713, best error:       810.93854 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 93.5563964844s, input_fired_time: 1.1890195608, output_fired_time: 1.0268491507, propagate_forward_time: 35.7066345215, propagate_backward_time: 53.8384933472, weight_update_time: 0.1054697633, other_time: 1.7954025269
epoch time: 7.4119277000s, input_fired_time: 0.1348058432, output_fired_time: 0.0000000000, propagate_forward_time: 6.9740471840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3030748367
validation[          , genome  7117] predictions:    9702/  10000 (97.02%), best:    9734/10000 (97.34%), error:       998.04395, best error:       810.93854 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 92.7182464600s, input_fired_time: 1.1890902519, output_fired_time: 1.0198073387, propagate_forward_time: 35.6220321655, propagate_backward_time: 53.1154708862, weight_update_time: 0.1040381864, other_time: 1.7718505859
epoch time: 7.6595029831s, input_fired_time: 0.1457421333, output_fired_time: 0.0000000000, propagate_forward_time: 7.2008957863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128652573
validation[          , genome  7117] predictions:    9718/  10000 (97.18%), best:    9734/10000 (97.34%), error:       878.72760, best error:       810.93854 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 92.8286590576s, input_fired_time: 1.1888567209, output_fired_time: 1.0118901730, propagate_forward_time: 35.6214179993, propagate_backward_time: 53.2239761353, weight_update_time: 0.1047102213, other_time: 1.7825202942
epoch time: 7.7328567505s, input_fired_time: 0.1420852840, output_fired_time: 0.0000000000, propagate_forward_time: 7.2799272537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108444214
validation[          , genome  7117] predictions:    9684/  10000 (96.84%), best:    9734/10000 (97.34%), error:      1022.55542, best error:       810.93854 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 92.9964218140s, input_fired_time: 1.1948658228, output_fired_time: 1.0172716379, propagate_forward_time: 35.7348670959, propagate_backward_time: 53.2652549744, weight_update_time: 0.1045827121, other_time: 1.7841644287
epoch time: 7.2139344215s, input_fired_time: 0.1354004443, output_fired_time: 0.0000000000, propagate_forward_time: 6.7711720467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073620796
validation[          , genome  7117] predictions:    9753/  10000 (97.53%), best:    9734/10000 (97.34%), error:       892.72620, best error:       810.93854 on epoch:    23, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 92.8096237183s, input_fired_time: 1.1871498823, output_fired_time: 1.0217276812, propagate_forward_time: 35.3176765442, propagate_backward_time: 53.5030555725, weight_update_time: 0.1041321903, other_time: 1.7800140381
epoch time: 7.3728075027s, input_fired_time: 0.1384461373, output_fired_time: 0.0000000000, propagate_forward_time: 6.9267640114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075971603
validation[          , genome  7117] predictions:    9751/  10000 (97.51%), best:    9734/10000 (97.34%), error:       821.26825, best error:       810.93854 on epoch:    23, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 92.6083908081s, input_fired_time: 1.1857073307, output_fired_time: 1.0100460052, propagate_forward_time: 35.4227561951, propagate_backward_time: 53.2110176086, weight_update_time: 0.1034891084, other_time: 1.7788619995
epoch time: 7.5305328369s, input_fired_time: 0.1442281157, output_fired_time: 0.0000000000, propagate_forward_time: 7.0800662041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062386513
validation[          , genome  7117] predictions:    9339/  10000 (93.39%), best:    9734/10000 (97.34%), error:      2219.33643, best error:       810.93854 on epoch:    23, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

resetting weights to those on epoch: 23
epoch time: 92.3047714233s, input_fired_time: 1.1818192005, output_fired_time: 1.0034630299, propagate_forward_time: 35.3886566162, propagate_backward_time: 52.9364471436, weight_update_time: 0.1040587276, other_time: 1.7943878174
epoch time: 7.6576747894s, input_fired_time: 0.1374811232, output_fired_time: 0.0000000000, propagate_forward_time: 7.2081551552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120384216
validation[          , genome  7117] predictions:    9748/  10000 (97.48%), best:    9734/10000 (97.34%), error:       826.77979, best error:       810.93854 on epoch:    23, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 92.5872268677s, input_fired_time: 1.1870491505, output_fired_time: 1.0082782507, propagate_forward_time: 35.5594482422, propagate_backward_time: 53.0429878235, weight_update_time: 0.1038956866, other_time: 1.7894630432
epoch time: 7.4332113266s, input_fired_time: 0.1363752782, output_fired_time: 0.0000000000, propagate_forward_time: 6.9838328362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130030632
validation[          , genome  7117] predictions:    9675/  10000 (96.75%), best:    9734/10000 (97.34%), error:      1080.86096, best error:       810.93854 on epoch:    23, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 91.4470062256s, input_fired_time: 1.1762057543, output_fired_time: 1.0020058155, propagate_forward_time: 34.9399185181, propagate_backward_time: 52.5492515564, weight_update_time: 0.1036340743, other_time: 1.7796211243
epoch time: 7.4379854202s, input_fired_time: 0.1384105682, output_fired_time: 0.0000000000, propagate_forward_time: 6.9902830124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092918396
validation[          , genome  7117] predictions:    9746/  10000 (97.46%), best:    9734/10000 (97.34%), error:       838.22864, best error:       810.93854 on epoch:    23, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 92.5167388916s, input_fired_time: 1.1870149374, output_fired_time: 1.0149539709, propagate_forward_time: 35.3890037537, propagate_backward_time: 53.1181259155, weight_update_time: 0.1051498130, other_time: 1.8076438904
epoch time: 7.8156104088s, input_fired_time: 0.1413913667, output_fired_time: 0.0000000000, propagate_forward_time: 7.3677659035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3064532280
validation[          , genome  7117] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       797.89453, best error:       797.89453 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 92.4403381348s, input_fired_time: 1.1818234921, output_fired_time: 1.0107172728, propagate_forward_time: 35.3041305542, propagate_backward_time: 53.1523933411, weight_update_time: 0.1034713238, other_time: 1.7912712097
epoch time: 7.4680271149s, input_fired_time: 0.1375818104, output_fired_time: 0.0000000000, propagate_forward_time: 7.0197367668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107085228
validation[          , genome  7117] predictions:    9749/  10000 (97.49%), best:    9745/10000 (97.45%), error:       802.29382, best error:       797.89453 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 92.5626373291s, input_fired_time: 1.1868367195, output_fired_time: 1.0144659281, propagate_forward_time: 35.4262733459, propagate_backward_time: 53.1384468079, weight_update_time: 0.1057623029, other_time: 1.7966156006
epoch time: 7.4031453133s, input_fired_time: 0.1377525628, output_fired_time: 0.0000000000, propagate_forward_time: 6.9606089592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047838211
validation[          , genome  7117] predictions:    9722/  10000 (97.22%), best:    9745/10000 (97.45%), error:       884.95276, best error:       797.89453 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 89.9701995850s, input_fired_time: 1.1691639423, output_fired_time: 0.9776653051, propagate_forward_time: 34.3264427185, propagate_backward_time: 51.7255020142, weight_update_time: 0.1023758724, other_time: 1.7714195251
epoch time: 7.5871610641s, input_fired_time: 0.1459409893, output_fired_time: 0.0000000000, propagate_forward_time: 7.1304368973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107833862
validation[          , genome  7117] predictions:    9751/  10000 (97.51%), best:    9745/10000 (97.45%), error:       823.49231, best error:       797.89453 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 92.4333801270s, input_fired_time: 1.1827279329, output_fired_time: 1.0001156330, propagate_forward_time: 35.2073631287, propagate_backward_time: 53.2507476807, weight_update_time: 0.1038414836, other_time: 1.7924232483
epoch time: 7.6269826889s, input_fired_time: 0.1427836865, output_fired_time: 0.0000000000, propagate_forward_time: 7.1722373962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119616508
validation[          , genome  7117] predictions:    9742/  10000 (97.42%), best:    9745/10000 (97.45%), error:       819.04791, best error:       797.89453 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 92.9161605835s, input_fired_time: 1.1993556023, output_fired_time: 1.0155938864, propagate_forward_time: 35.7171173096, propagate_backward_time: 53.2030906677, weight_update_time: 0.1050534621, other_time: 1.7810020447
epoch time: 7.2583007813s, input_fired_time: 0.1371399909, output_fired_time: 0.0000000000, propagate_forward_time: 6.8186106682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025503159
validation[          , genome  7117] predictions:    9721/  10000 (97.21%), best:    9745/10000 (97.45%), error:       904.70551, best error:       797.89453 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 94.7422485352s, input_fired_time: 1.2109569311, output_fired_time: 1.0406852961, propagate_forward_time: 36.4382057190, propagate_backward_time: 54.2734375000, weight_update_time: 0.1065864041, other_time: 1.7789573669
epoch time: 7.4873080254s, input_fired_time: 0.1359668374, output_fired_time: 0.0000000000, propagate_forward_time: 7.0464434624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3048977852
validation[          , genome  7117] predictions:    9727/  10000 (97.27%), best:    9745/10000 (97.45%), error:       887.34705, best error:       797.89453 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 93.1655960083s, input_fired_time: 1.1888055801, output_fired_time: 1.0111196041, propagate_forward_time: 35.6350517273, propagate_backward_time: 53.5425224304, weight_update_time: 0.1040288508, other_time: 1.7881011963
epoch time: 7.5330877304s, input_fired_time: 0.1417651325, output_fired_time: 0.0000000000, propagate_forward_time: 7.0817742348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095483780
validation[          , genome  7117] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       778.97266, best error:       778.97266 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 92.5246963501s, input_fired_time: 1.1947569847, output_fired_time: 1.0094776154, propagate_forward_time: 35.5837669373, propagate_backward_time: 52.9436454773, weight_update_time: 0.1037023589, other_time: 1.7930526733
epoch time: 7.4886765480s, input_fired_time: 0.1390818954, output_fired_time: 0.0000000000, propagate_forward_time: 7.0458021164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037924767
validation[          , genome  7117] predictions:    9696/  10000 (96.96%), best:    9756/10000 (97.56%), error:       953.59039, best error:       778.97266 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 91.3664779663s, input_fired_time: 1.1831264496, output_fired_time: 0.9995534420, propagate_forward_time: 34.8357620239, propagate_backward_time: 52.5715255737, weight_update_time: 0.1021644995, other_time: 1.7765121460
epoch time: 7.4643917084s, input_fired_time: 0.1369941831, output_fired_time: 0.0000000000, propagate_forward_time: 7.0161085129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112888336
validation[          , genome  7117] predictions:    9771/  10000 (97.71%), best:    9756/10000 (97.56%), error:       795.99304, best error:       778.97266 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 90.3418426514s, input_fired_time: 1.1699233055, output_fired_time: 0.9826486111, propagate_forward_time: 34.1872482300, propagate_backward_time: 52.2242050171, weight_update_time: 0.1025825962, other_time: 1.7778167725
epoch time: 7.6265077591s, input_fired_time: 0.1387584805, output_fired_time: 0.0000000000, propagate_forward_time: 7.1791791916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085699081
validation[          , genome  7117] predictions:    9755/  10000 (97.55%), best:    9756/10000 (97.56%), error:       851.36743, best error:       778.97266 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 90.5460052490s, input_fired_time: 1.1755009890, output_fired_time: 0.9920171499, propagate_forward_time: 34.5246620178, propagate_backward_time: 52.0737648010, weight_update_time: 0.1032288000, other_time: 1.7800598145
epoch time: 7.2221441269s, input_fired_time: 0.1396382004, output_fired_time: 0.0000000000, propagate_forward_time: 6.7840590477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984466553
validation[          , genome  7117] predictions:    9759/  10000 (97.59%), best:    9756/10000 (97.56%), error:       779.08344, best error:       778.97266 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 92.5956802368s, input_fired_time: 1.1860500574, output_fired_time: 1.0025773048, propagate_forward_time: 35.2980651855, propagate_backward_time: 53.3244857788, weight_update_time: 0.1044348180, other_time: 1.7845001221
epoch time: 7.3647542000s, input_fired_time: 0.1437610239, output_fired_time: 0.0000000000, propagate_forward_time: 6.9215264320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2994666100
validation[          , genome  7117] predictions:    9646/  10000 (96.46%), best:    9756/10000 (97.56%), error:      1152.40234, best error:       778.97266 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 92.1292572021s, input_fired_time: 1.1943286657, output_fired_time: 1.0184668303, propagate_forward_time: 35.0747032166, propagate_backward_time: 53.0659713745, weight_update_time: 0.1033151373, other_time: 1.7757911682
epoch time: 7.5715789795s, input_fired_time: 0.1409895867, output_fired_time: 0.0000000000, propagate_forward_time: 7.1243028641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062863350
validation[          , genome  7117] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       772.03851, best error:       772.03851 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 93.2785339355s, input_fired_time: 1.2019659281, output_fired_time: 1.0133833885, propagate_forward_time: 35.8929977417, propagate_backward_time: 53.3880500793, weight_update_time: 0.1050612926, other_time: 1.7821388245
epoch time: 7.4060835838s, input_fired_time: 0.1377955824, output_fired_time: 0.0000000000, propagate_forward_time: 6.9588799477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094081879
validation[          , genome  7117] predictions:    9723/  10000 (97.23%), best:    9770/10000 (97.70%), error:       934.33331, best error:       772.03851 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 92.3430709839s, input_fired_time: 1.1953363419, output_fired_time: 1.0122153759, propagate_forward_time: 35.5471496582, propagate_backward_time: 52.7886886597, weight_update_time: 0.1046782136, other_time: 1.7996826172
epoch time: 7.5054721832s, input_fired_time: 0.1415603161, output_fired_time: 0.0000000000, propagate_forward_time: 7.0525455475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113660812
validation[          , genome  7117] predictions:    9665/  10000 (96.65%), best:    9770/10000 (97.70%), error:      1070.55017, best error:       772.03851 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 92.1459121704s, input_fired_time: 1.1953676939, output_fired_time: 1.0081222057, propagate_forward_time: 35.3998374939, propagate_backward_time: 52.7582283020, weight_update_time: 0.1039179787, other_time: 1.7843551636
epoch time: 7.5777044296s, input_fired_time: 0.1403230578, output_fired_time: 0.0000000000, propagate_forward_time: 7.1286129951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087682724
validation[          , genome  7117] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       778.31952, best error:       772.03851 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 93.6206359863s, input_fired_time: 1.2004861832, output_fired_time: 1.0267025232, propagate_forward_time: 35.6444015503, propagate_backward_time: 53.9547920227, weight_update_time: 0.1053471714, other_time: 1.7942543030
epoch time: 7.1888790131s, input_fired_time: 0.1358726472, output_fired_time: 0.0000000000, propagate_forward_time: 6.7449016571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081045151
validation[          , genome  7117] predictions:    9758/  10000 (97.58%), best:    9770/10000 (97.70%), error:       827.97589, best error:       772.03851 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 92.2774658203s, input_fired_time: 1.1923645735, output_fired_time: 1.0118299723, propagate_forward_time: 35.2187347412, propagate_backward_time: 53.0636024475, weight_update_time: 0.1048146039, other_time: 1.7909278870
epoch time: 7.0825510025s, input_fired_time: 0.1358906478, output_fired_time: 0.0000000000, propagate_forward_time: 6.6453118324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013486862
validation[          , genome  7117] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       763.43756, best error:       763.43756 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 90.6585845947s, input_fired_time: 1.1849217415, output_fired_time: 0.9903247356, propagate_forward_time: 34.5975914001, propagate_backward_time: 52.1077461243, weight_update_time: 0.1008787975, other_time: 1.7779998779
epoch time: 7.5248975754s, input_fired_time: 0.1421337277, output_fired_time: 0.0000000000, propagate_forward_time: 7.0759181976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068456650
validation[          , genome  7117] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       786.49585, best error:       763.43756 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 91.9875335693s, input_fired_time: 1.1865736246, output_fired_time: 0.9992260337, propagate_forward_time: 34.9653091431, propagate_backward_time: 53.0511550903, weight_update_time: 0.1024318933, other_time: 1.7852630615
epoch time: 7.5752134323s, input_fired_time: 0.1407432556, output_fired_time: 0.0000000000, propagate_forward_time: 7.1262655258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082046509
validation[          , genome  7117] predictions:    9761/  10000 (97.61%), best:    9780/10000 (97.80%), error:       790.46289, best error:       763.43756 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 92.3544082642s, input_fired_time: 1.2008942366, output_fired_time: 1.0126338005, propagate_forward_time: 35.6603317261, propagate_backward_time: 52.6941680908, weight_update_time: 0.1031856015, other_time: 1.7863769531
epoch time: 7.4545016289s, input_fired_time: 0.1400044262, output_fired_time: 0.0000000000, propagate_forward_time: 7.0042414665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102555275
validation[          , genome  7117] predictions:    9750/  10000 (97.50%), best:    9780/10000 (97.80%), error:       818.92773, best error:       763.43756 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 92.3031616211s, input_fired_time: 1.1946438551, output_fired_time: 1.0155638456, propagate_forward_time: 35.1623115540, propagate_backward_time: 53.1492881775, weight_update_time: 0.1044283882, other_time: 1.7813568115
epoch time: 7.3094725609s, input_fired_time: 0.1370920390, output_fired_time: 0.0000000000, propagate_forward_time: 6.8695964813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027839661
validation[          , genome  7117] predictions:    9735/  10000 (97.35%), best:    9780/10000 (97.80%), error:       835.20288, best error:       763.43756 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 91.9393768311s, input_fired_time: 1.1920250654, output_fired_time: 0.9977239370, propagate_forward_time: 35.2408409119, propagate_backward_time: 52.7247428894, weight_update_time: 0.1033634394, other_time: 1.7840423584
epoch time: 7.5868349075s, input_fired_time: 0.1407994926, output_fired_time: 0.0000000000, propagate_forward_time: 7.1351904869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108448982
validation[          , genome  7117] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       783.73566, best error:       763.43756 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 93.6678543091s, input_fired_time: 1.2038612366, output_fired_time: 1.0247966051, propagate_forward_time: 35.9704284668, propagate_backward_time: 53.6781806946, weight_update_time: 0.1061157584, other_time: 1.7905845642
epoch time: 7.5353069305s, input_fired_time: 0.1412974298, output_fired_time: 0.0000000000, propagate_forward_time: 7.0871019363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069076538
validation[          , genome  7117] predictions:    9651/  10000 (96.51%), best:    9780/10000 (97.80%), error:      1174.65613, best error:       763.43756 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 93.4291381836s, input_fired_time: 1.2074946165, output_fired_time: 1.0180001259, propagate_forward_time: 36.0566978455, propagate_backward_time: 53.3539505005, weight_update_time: 0.1057726592, other_time: 1.7929954529
epoch time: 7.4204797745s, input_fired_time: 0.1389554739, output_fired_time: 0.0000000000, propagate_forward_time: 6.9686799049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128442764
validation[          , genome  7117] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       760.31879, best error:       760.31879 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 92.8968734741s, input_fired_time: 1.1943317652, output_fired_time: 1.0172035694, propagate_forward_time: 35.6373901367, propagate_backward_time: 53.2502098083, weight_update_time: 0.1040945575, other_time: 1.7977409363
epoch time: 7.2464656830s, input_fired_time: 0.1371153295, output_fired_time: 0.0000000000, propagate_forward_time: 6.7981047630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112454414
validation[          , genome  7117] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       845.28223, best error:       760.31879 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 92.9383926392s, input_fired_time: 1.1970549822, output_fired_time: 1.0133222342, propagate_forward_time: 35.6048126221, propagate_backward_time: 53.3500671387, weight_update_time: 0.1030791923, other_time: 1.7731399536
epoch time: 7.6256017685s, input_fired_time: 0.1402462870, output_fired_time: 0.0000000000, propagate_forward_time: 7.1764912605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088641167
validation[          , genome  7117] predictions:    9723/  10000 (97.23%), best:    9776/10000 (97.76%), error:       884.49396, best error:       760.31879 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 92.8195800781s, input_fired_time: 1.1940485239, output_fired_time: 1.0100541115, propagate_forward_time: 35.5363502502, propagate_backward_time: 53.2837181091, weight_update_time: 0.1056903750, other_time: 1.7954101563
epoch time: 7.7262763977s, input_fired_time: 0.1439317763, output_fired_time: 0.0000000000, propagate_forward_time: 7.2740645409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082799911
validation[          , genome  7117] predictions:    9754/  10000 (97.54%), best:    9776/10000 (97.76%), error:       795.08130, best error:       760.31879 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 92.0188598633s, input_fired_time: 1.1958591938, output_fired_time: 0.9989328980, propagate_forward_time: 35.3082122803, propagate_backward_time: 52.7205467224, weight_update_time: 0.1044041142, other_time: 1.7953071594
epoch time: 7.5519561768s, input_fired_time: 0.1409986615, output_fired_time: 0.0000000000, propagate_forward_time: 7.1017384529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092188835
validation[          , genome  7117] predictions:    9754/  10000 (97.54%), best:    9776/10000 (97.76%), error:       816.29932, best error:       760.31879 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 92.1781616211s, input_fired_time: 1.1923041344, output_fired_time: 1.0035594702, propagate_forward_time: 34.8470649719, propagate_backward_time: 53.3551902771, weight_update_time: 0.1040643677, other_time: 1.7800369263
epoch time: 7.1226811409s, input_fired_time: 0.1361569464, output_fired_time: 0.0000000000, propagate_forward_time: 6.6830539703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034701347
validation[          , genome  7117] predictions:    9734/  10000 (97.34%), best:    9776/10000 (97.76%), error:       858.37799, best error:       760.31879 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 92.4351577759s, input_fired_time: 1.1914997101, output_fired_time: 0.9896256328, propagate_forward_time: 35.2252769470, propagate_backward_time: 53.2309570313, weight_update_time: 0.1048884094, other_time: 1.7978019714
epoch time: 7.6507616043s, input_fired_time: 0.1428108215, output_fired_time: 0.0000000000, propagate_forward_time: 7.2010798454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068709373
validation[          , genome  7117] predictions:    9770/  10000 (97.70%), best:    9776/10000 (97.76%), error:       770.99622, best error:       760.31879 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 92.0290832520s, input_fired_time: 1.1956831217, output_fired_time: 1.0042974949, propagate_forward_time: 35.1548194885, propagate_backward_time: 52.8849105835, weight_update_time: 0.1036220491, other_time: 1.7893714905
epoch time: 7.3890943527s, input_fired_time: 0.1406981051, output_fired_time: 0.0000000000, propagate_forward_time: 6.9452533722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031430244
validation[          , genome  7117] predictions:    9756/  10000 (97.56%), best:    9776/10000 (97.76%), error:       848.89642, best error:       760.31879 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 92.9684906006s, input_fired_time: 1.2026019096, output_fired_time: 1.0135970116, propagate_forward_time: 35.4612236023, propagate_backward_time: 53.5035781860, weight_update_time: 0.1047619060, other_time: 1.7874946594
epoch time: 7.4724946022s, input_fired_time: 0.1421901286, output_fired_time: 0.0000000000, propagate_forward_time: 7.0215930939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087115288
validation[          , genome  7117] predictions:    9741/  10000 (97.41%), best:    9776/10000 (97.76%), error:       803.65985, best error:       760.31879 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 92.8964843750s, input_fired_time: 1.2000085115, output_fired_time: 1.0155553818, propagate_forward_time: 35.4761276245, propagate_backward_time: 53.4174118042, weight_update_time: 0.1056271046, other_time: 1.7873764038
epoch time: 7.4959273338s, input_fired_time: 0.1415509880, output_fired_time: 0.0000000000, propagate_forward_time: 7.0449628830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094134331
validation[          , genome  7117] predictions:    9738/  10000 (97.38%), best:    9776/10000 (97.76%), error:       853.68042, best error:       760.31879 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 92.9669036865s, input_fired_time: 1.2104387283, output_fired_time: 1.0193059444, propagate_forward_time: 35.6188850403, propagate_backward_time: 53.3355865479, weight_update_time: 0.1036378965, other_time: 1.7826881409
epoch time: 7.1165108681s, input_fired_time: 0.1405431926, output_fired_time: 0.0000000000, propagate_forward_time: 6.6795988083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963690758
validation[          , genome  7117] predictions:    9719/  10000 (97.19%), best:    9776/10000 (97.76%), error:       923.59741, best error:       760.31879 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 92.8832092285s, input_fired_time: 1.2049561739, output_fired_time: 1.0086879730, propagate_forward_time: 35.5769271851, propagate_backward_time: 53.3033943176, weight_update_time: 0.1045206562, other_time: 1.7892417908
epoch time: 7.5642747879s, input_fired_time: 0.1425373703, output_fired_time: 0.0000000000, propagate_forward_time: 7.1113796234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103575706
validation[          , genome  7117] predictions:    9758/  10000 (97.58%), best:    9776/10000 (97.76%), error:       852.76788, best error:       760.31879 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 92.2483291626s, input_fired_time: 1.1938827038, output_fired_time: 1.0070333481, propagate_forward_time: 35.2274551392, propagate_backward_time: 53.0341300964, weight_update_time: 0.1044092625, other_time: 1.7858238220
epoch time: 7.7613272667s, input_fired_time: 0.1442350596, output_fired_time: 0.0000000000, propagate_forward_time: 7.3075175285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095746040
validation[          , genome  7117] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       724.32703, best error:       724.32703 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 93.1771621704s, input_fired_time: 1.2028646469, output_fired_time: 1.0225203037, propagate_forward_time: 35.7059402466, propagate_backward_time: 53.4663925171, weight_update_time: 0.1044402048, other_time: 1.7794418335
epoch time: 7.4153232574s, input_fired_time: 0.1407043636, output_fired_time: 0.0000000000, propagate_forward_time: 6.9651193619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094997406
validation[          , genome  7117] predictions:    9699/  10000 (96.99%), best:    9777/10000 (97.77%), error:      1009.12390, best error:       724.32703 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 93.2349700928s, input_fired_time: 1.2069389820, output_fired_time: 1.0186234713, propagate_forward_time: 35.5909729004, propagate_backward_time: 53.6189422607, weight_update_time: 0.1052091569, other_time: 1.7994918823
epoch time: 7.6706609726s, input_fired_time: 0.1418497562, output_fired_time: 0.0000000000, propagate_forward_time: 7.2193231583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094882965
validation[          , genome  7117] predictions:    9775/  10000 (97.75%), best:    9777/10000 (97.77%), error:       786.81750, best error:       724.32703 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 90.9760589600s, input_fired_time: 1.1857271194, output_fired_time: 0.9838545322, propagate_forward_time: 34.8295249939, propagate_backward_time: 52.1807785034, weight_update_time: 0.1042842194, other_time: 1.7961692810
epoch time: 7.3633694649s, input_fired_time: 0.1409600675, output_fired_time: 0.0000000000, propagate_forward_time: 6.9134888649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3089203835
validation[          , genome  7117] predictions:    9773/  10000 (97.73%), best:    9777/10000 (97.77%), error:       749.49939, best error:       724.32703 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 91.6485061646s, input_fired_time: 1.1944434643, output_fired_time: 1.0041452646, propagate_forward_time: 34.7793083191, propagate_backward_time: 52.8738250732, weight_update_time: 0.1038851440, other_time: 1.7967872620
epoch time: 7.7224946022s, input_fired_time: 0.1436480731, output_fired_time: 0.0000000000, propagate_forward_time: 7.2668504715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119959831
validation[          , genome  7117] predictions:    9754/  10000 (97.54%), best:    9777/10000 (97.77%), error:       813.60498, best error:       724.32703 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 91.8975143433s, input_fired_time: 1.1942230463, output_fired_time: 1.0022107363, propagate_forward_time: 35.2328948975, propagate_backward_time: 52.6901283264, weight_update_time: 0.1026735529, other_time: 1.7780570984
epoch time: 7.4381685257s, input_fired_time: 0.1411796361, output_fired_time: 0.0000000000, propagate_forward_time: 6.9888529778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081359863
validation[          , genome  7117] predictions:    9764/  10000 (97.64%), best:    9777/10000 (97.77%), error:       761.42059, best error:       724.32703 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 91.9676513672s, input_fired_time: 1.1975147724, output_fired_time: 1.0117331743, propagate_forward_time: 35.1304550171, propagate_backward_time: 52.8466949463, weight_update_time: 0.1044345498, other_time: 1.7812500000
epoch time: 7.5487618446s, input_fired_time: 0.1426656395, output_fired_time: 0.0000000000, propagate_forward_time: 7.0956068039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104891777
validation[          , genome  7117] predictions:    9706/  10000 (97.06%), best:    9777/10000 (97.77%), error:       968.11218, best error:       724.32703 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 93.3846969604s, input_fired_time: 1.2112659216, output_fired_time: 1.0202285051, propagate_forward_time: 35.7529258728, propagate_backward_time: 53.6058654785, weight_update_time: 0.1044782549, other_time: 1.7944145203
epoch time: 7.6552257538s, input_fired_time: 0.1429788619, output_fired_time: 0.0000000000, propagate_forward_time: 7.2019977570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102493286
validation[          , genome  7117] predictions:    9769/  10000 (97.69%), best:    9777/10000 (97.77%), error:       762.13892, best error:       724.32703 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 92.5754852295s, input_fired_time: 1.2029899359, output_fired_time: 1.0172191858, propagate_forward_time: 35.7063255310, propagate_backward_time: 52.8536682129, weight_update_time: 0.1040256619, other_time: 1.7952842712
epoch time: 7.2978382111s, input_fired_time: 0.1399144083, output_fired_time: 0.0000000000, propagate_forward_time: 6.8539128304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040108681
validation[          , genome  7117] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       749.23102, best error:       724.32703 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 92.1518325806s, input_fired_time: 1.1988499165, output_fired_time: 0.9990866780, propagate_forward_time: 35.2973175049, propagate_backward_time: 52.8886909485, weight_update_time: 0.1046768576, other_time: 1.7678871155
epoch time: 7.7399086952s, input_fired_time: 0.1458068937, output_fired_time: 0.0000000000, propagate_forward_time: 7.2843890190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097128868
validation[          , genome  7117] predictions:    9769/  10000 (97.69%), best:    9777/10000 (97.77%), error:       775.84253, best error:       724.32703 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 92.6928100586s, input_fired_time: 1.2022856474, output_fired_time: 1.0001248121, propagate_forward_time: 35.3220710754, propagate_backward_time: 53.3835334778, weight_update_time: 0.1041782647, other_time: 1.7847976685
epoch time: 8.0071249008s, input_fired_time: 0.1492077559, output_fired_time: 0.0000000000, propagate_forward_time: 7.5469641685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3109531403
validation[          , genome  7117] predictions:    9765/  10000 (97.65%), best:    9777/10000 (97.77%), error:       790.83264, best error:       724.32703 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 92.6140899658s, input_fired_time: 1.2064598799, output_fired_time: 1.0093675852, propagate_forward_time: 35.6618080139, propagate_backward_time: 52.9533157349, weight_update_time: 0.1045976728, other_time: 1.7831382751
epoch time: 7.6030292511s, input_fired_time: 0.1435001493, output_fired_time: 0.0000000000, propagate_forward_time: 7.1534328461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060960770
validation[          , genome  7117] predictions:    9746/  10000 (97.46%), best:    9777/10000 (97.77%), error:       786.14276, best error:       724.32703 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 92.8708496094s, input_fired_time: 1.2071516514, output_fired_time: 1.0103945732, propagate_forward_time: 35.6422882080, propagate_backward_time: 53.2306365967, weight_update_time: 0.1045711860, other_time: 1.7803802490
epoch time: 7.5102458000s, input_fired_time: 0.1426029354, output_fired_time: 0.0000000000, propagate_forward_time: 7.0547022820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129405975
validation[          , genome  7117] predictions:    9770/  10000 (97.70%), best:    9777/10000 (97.77%), error:       767.31940, best error:       724.32703 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 92.0238800049s, input_fired_time: 1.1936057806, output_fired_time: 1.0028991699, propagate_forward_time: 35.0692405701, propagate_backward_time: 52.9882087708, weight_update_time: 0.1036936045, other_time: 1.7699279785
epoch time: 7.5553479195s, input_fired_time: 0.1442260295, output_fired_time: 0.0000000000, propagate_forward_time: 7.1009774208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101444244
validation[          , genome  7117] predictions:    9672/  10000 (96.72%), best:    9777/10000 (97.77%), error:      1034.02234, best error:       724.32703 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 92.2646331787s, input_fired_time: 1.2021130323, output_fired_time: 1.0126862526, propagate_forward_time: 35.0982780457, propagate_backward_time: 53.1716384888, weight_update_time: 0.1041068658, other_time: 1.7799186707
epoch time: 7.8374805450s, input_fired_time: 0.1458038539, output_fired_time: 0.0000000000, propagate_forward_time: 7.3791894913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3124871254
validation[          , genome  7117] predictions:    9746/  10000 (97.46%), best:    9777/10000 (97.77%), error:       802.67938, best error:       724.32703 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 91.7576065063s, input_fired_time: 1.1969143152, output_fired_time: 1.0071666241, propagate_forward_time: 34.9030075073, propagate_backward_time: 52.8603439331, weight_update_time: 0.1035474911, other_time: 1.7901763916
epoch time: 7.5729751587s, input_fired_time: 0.1428201646, output_fired_time: 0.0000000000, propagate_forward_time: 7.1174860001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126688004
validation[          , genome  7117] predictions:    9759/  10000 (97.59%), best:    9777/10000 (97.77%), error:       792.47168, best error:       724.32703 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 92.3313751221s, input_fired_time: 1.2102556229, output_fired_time: 1.0233937502, propagate_forward_time: 35.3411941528, propagate_backward_time: 52.9688606262, weight_update_time: 0.1030367464, other_time: 1.7876701355
epoch time: 7.4603729248s, input_fired_time: 0.1434577405, output_fired_time: 0.0000000000, propagate_forward_time: 7.0054163933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114986420
validation[          , genome  7117] predictions:    9758/  10000 (97.58%), best:    9777/10000 (97.77%), error:       785.59174, best error:       724.32703 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 92.7843856812s, input_fired_time: 1.2107232809, output_fired_time: 1.0104076862, propagate_forward_time: 35.6408042908, propagate_backward_time: 53.1159706116, weight_update_time: 0.1047421470, other_time: 1.8064804077
epoch time: 6.4835710526s, input_fired_time: 0.1297798008, output_fired_time: 0.0000000000, propagate_forward_time: 6.0619964600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917947769
validation[          , genome  7117] predictions:    9775/  10000 (97.75%), best:    9777/10000 (97.77%), error:       754.92261, best error:       724.32703 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 91.0699157715s, input_fired_time: 1.1959376335, output_fired_time: 0.9962629080, propagate_forward_time: 34.7680892944, propagate_backward_time: 52.3222846985, weight_update_time: 0.1041062176, other_time: 1.7873420715
epoch time: 7.4026384354s, input_fired_time: 0.1404990107, output_fired_time: 0.0000000000, propagate_forward_time: 6.9505591393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115801811
validation[          , genome  7117] predictions:    9718/  10000 (97.18%), best:    9777/10000 (97.77%), error:       973.76324, best error:       724.32703 on epoch:    82, 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: 37.2019729614s, input_fired_time: 0.7023516893, output_fired_time: 0.0000000000, propagate_forward_time: 34.8756980896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6239242554
best training[          , genome  7117] predictions:   49676/  50000 (99.35%), best:    9777/10000 (97.77%), error:      1359.99402, best error:       724.32703 on epoch:    82, 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: 7.6938557625s, input_fired_time: 0.1418952197, output_fired_time: 0.0000000000, propagate_forward_time: 7.2382464409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137140274
   testing[          , genome  7117] predictions:    9808/  10000 (98.08%), best:    9777/10000 (97.77%), error:       626.89606, best error:       724.32703 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:38:14 (2952): called boinc_finish(0)

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