Nameexact_genome_1512568488_44_6947_2
Workunit2606075
Created8 Dec 2017, 0:09:17 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline17 Dec 2017, 7:31:13 UTC
Received8 Dec 2017, 15:15:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time3 hours 48 min 48 sec
CPU time3 hours 23 min 31 sec
Validate stateValid
Credit2,326.13
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.70 MB
Peak swap size159.72 MB
Peak disk usage1.83 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
00, weight_update_time: 0.0000000000, other_time: 0.5141000748
validation[          , genome  6947] predictions:    9654/  10000 (96.54%), best:    9736/10000 (97.36%), error:      1151.72583, best error:       893.97516 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 108.7402648926s, input_fired_time: 1.7525665760, output_fired_time: 1.4120718241, propagate_forward_time: 38.8364410400, propagate_backward_time: 63.9839172363, weight_update_time: 0.1066660285, other_time: 2.7552719116
epoch time: 10.0546464920s, input_fired_time: 0.2345855683, output_fired_time: 0.0000000000, propagate_forward_time: 9.2625894547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574712753
validation[          , genome  6947] predictions:    9713/  10000 (97.13%), best:    9736/10000 (97.36%), error:       969.16296, best error:       893.97516 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 109.9066848755s, input_fired_time: 1.7612147331, output_fired_time: 1.4225175381, propagate_forward_time: 39.2989578247, propagate_backward_time: 64.6555862427, weight_update_time: 0.1075319871, other_time: 2.7684097290
epoch time: 9.3162126541s, input_fired_time: 0.2188183218, output_fired_time: 0.0000000000, propagate_forward_time: 8.5711317062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262622833
validation[          , genome  6947] predictions:    9687/  10000 (96.87%), best:    9736/10000 (97.36%), error:      1033.22766, best error:       893.97516 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 109.4369506836s, input_fired_time: 1.7552870512, output_fired_time: 1.4101535082, propagate_forward_time: 38.9900169373, propagate_backward_time: 64.5063629150, weight_update_time: 0.1074238569, other_time: 2.7751312256
epoch time: 8.9788198471s, input_fired_time: 0.2180282027, output_fired_time: 0.0000000000, propagate_forward_time: 8.2412509918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195407867
validation[          , genome  6947] predictions:    9713/  10000 (97.13%), best:    9736/10000 (97.36%), error:       943.60449, best error:       893.97516 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 113.3458175659s, input_fired_time: 1.7999830246, output_fired_time: 1.4655934572, propagate_forward_time: 40.6580352783, propagate_backward_time: 66.5913848877, weight_update_time: 0.1103515401, other_time: 2.8308258057
epoch time: 9.3423337936s, input_fired_time: 0.2186866403, output_fired_time: 0.0000000000, propagate_forward_time: 8.5917224884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319242477
validation[          , genome  6947] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       958.19702, best error:       893.97516 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 109.1853485107s, input_fired_time: 1.7539579868, output_fired_time: 1.4105299711, propagate_forward_time: 39.0095443726, propagate_backward_time: 64.2406082153, weight_update_time: 0.1070905626, other_time: 2.7707061768
epoch time: 8.3697662354s, input_fired_time: 0.2097030133, output_fired_time: 0.0000000000, propagate_forward_time: 7.6610655785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989972115
validation[          , genome  6947] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       873.37817, best error:       873.37817 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 108.6413955688s, input_fired_time: 1.7529543638, output_fired_time: 1.4097199440, propagate_forward_time: 38.7672348022, propagate_backward_time: 63.9503822327, weight_update_time: 0.1070234999, other_time: 2.7611045837
epoch time: 8.3820810318s, input_fired_time: 0.2074270844, output_fired_time: 0.0000000000, propagate_forward_time: 7.6748108864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998431206
validation[          , genome  6947] predictions:    9729/  10000 (97.29%), best:    9741/10000 (97.41%), error:       882.47430, best error:       873.37817 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 106.8508529663s, input_fired_time: 1.7383102179, output_fired_time: 1.3909350634, propagate_forward_time: 38.0061492920, propagate_backward_time: 62.9895057678, weight_update_time: 0.1054547280, other_time: 2.7259483337
epoch time: 8.6642627716s, input_fired_time: 0.2109041959, output_fired_time: 0.0000000000, propagate_forward_time: 7.9476380348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5057206154
validation[          , genome  6947] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       815.70325, best error:       815.70325 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 110.3101806641s, input_fired_time: 1.7709883451, output_fired_time: 1.4236158133, propagate_forward_time: 39.4082565308, propagate_backward_time: 64.9167556763, weight_update_time: 0.1081734821, other_time: 2.7905654907
epoch time: 7.3320035934s, input_fired_time: 0.1928666383, output_fired_time: 0.0000000000, propagate_forward_time: 6.6784238815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607129097
validation[          , genome  6947] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       889.09253, best error:       815.70325 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 109.7197418213s, input_fired_time: 1.7638498545, output_fired_time: 1.4191923141, propagate_forward_time: 39.0962066650, propagate_backward_time: 64.6581497192, weight_update_time: 0.1077833399, other_time: 2.7823486328
epoch time: 10.3599205017s, input_fired_time: 0.2409441173, output_fired_time: 0.0000000000, propagate_forward_time: 9.5498943329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5690822601
validation[          , genome  6947] predictions:    9654/  10000 (96.54%), best:    9750/10000 (97.50%), error:      1098.68665, best error:       815.70325 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 113.8138732910s, input_fired_time: 1.8025922775, output_fired_time: 1.4655134678, propagate_forward_time: 40.8214797974, propagate_backward_time: 66.8798065186, weight_update_time: 0.1113320589, other_time: 2.8444824219
epoch time: 7.6660852432s, input_fired_time: 0.1984317005, output_fired_time: 0.0000000000, propagate_forward_time: 6.9927134514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749403000
validation[          , genome  6947] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:       915.72723, best error:       815.70325 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 112.9415054321s, input_fired_time: 1.7991909981, output_fired_time: 1.4577780962, propagate_forward_time: 40.5668144226, propagate_backward_time: 66.2915725708, weight_update_time: 0.1099833176, other_time: 2.8261489868
epoch time: 9.6188697815s, input_fired_time: 0.2309835553, output_fired_time: 0.0000000000, propagate_forward_time: 8.8423042297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455818176
validation[          , genome  6947] predictions:    9674/  10000 (96.74%), best:    9750/10000 (97.50%), error:      1061.59265, best error:       815.70325 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 115.1559906006s, input_fired_time: 1.8208298683, output_fired_time: 1.4892975092, propagate_forward_time: 41.3599243164, propagate_backward_time: 67.6228256226, weight_update_time: 0.1117385328, other_time: 2.8631134033
epoch time: 9.2398567200s, input_fired_time: 0.2214147002, output_fired_time: 0.0000000000, propagate_forward_time: 8.4877967834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306453705
validation[          , genome  6947] predictions:    9658/  10000 (96.58%), best:    9750/10000 (97.50%), error:      1117.61316, best error:       815.70325 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 158.4352569580s, input_fired_time: 2.1732292175, output_fired_time: 1.8779441118, propagate_forward_time: 57.0003929138, propagate_backward_time: 93.3179397583, weight_update_time: 0.1214860678, other_time: 4.0657424927
epoch time: 15.8961009979s, input_fired_time: 0.2719502151, output_fired_time: 0.0000000000, propagate_forward_time: 14.4885845184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1355667114
validation[          , genome  6947] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       861.34344, best error:       815.70325 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 178.3690032959s, input_fired_time: 1.9830694199, output_fired_time: 2.4517807961, propagate_forward_time: 66.3447952271, propagate_backward_time: 102.9141616821, weight_update_time: 0.3767899275, other_time: 4.6752014160
epoch time: 13.9829492569s, input_fired_time: 0.4969418049, output_fired_time: 0.0000000000, propagate_forward_time: 12.9089736938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770339966
validation[          , genome  6947] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       914.46960, best error:       815.70325 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 179.9939270020s, input_fired_time: 2.7491996288, output_fired_time: 1.7225683928, propagate_forward_time: 65.8210830688, propagate_backward_time: 106.2530059814, weight_update_time: 0.1280612350, other_time: 3.4480667114
epoch time: 13.9013919830s, input_fired_time: 0.4966591895, output_fired_time: 0.0000000000, propagate_forward_time: 12.5770397186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8276929855
validation[          , genome  6947] predictions:    9695/  10000 (96.95%), best:    9750/10000 (97.50%), error:       964.29089, best error:       815.70325 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 175.6795196533s, input_fired_time: 2.7178890705, output_fired_time: 2.1821053028, propagate_forward_time: 63.3612251282, propagate_backward_time: 103.5339660645, weight_update_time: 0.1245918721, other_time: 3.8843383789
epoch time: 14.4733324051s, input_fired_time: 0.5016888380, output_fired_time: 0.0000000000, propagate_forward_time: 13.3762016296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5954418182
validation[          , genome  6947] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       903.85797, best error:       815.70325 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 178.1234283447s, input_fired_time: 2.2422177792, output_fired_time: 2.1938269138, propagate_forward_time: 64.2422637939, propagate_backward_time: 104.5172653198, weight_update_time: 0.1261960119, other_time: 4.9278488159
epoch time: 13.0917367935s, input_fired_time: 0.4844231308, output_fired_time: 0.0000000000, propagate_forward_time: 11.5533323288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0539817810
validation[          , genome  6947] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       772.30627, best error:       772.30627 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 180.9794464111s, input_fired_time: 3.5079815388, output_fired_time: 2.7187354565, propagate_forward_time: 66.3175201416, propagate_backward_time: 104.2202148438, weight_update_time: 0.1285327971, other_time: 4.2149963379
epoch time: 14.7183732986s, input_fired_time: 0.5025078058, output_fired_time: 0.0000000000, propagate_forward_time: 13.3682403564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8476247787
validation[          , genome  6947] predictions:    9765/  10000 (97.65%), best:    9763/10000 (97.63%), error:       784.55664, best error:       772.30627 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 184.2158966064s, input_fired_time: 2.2761628628, output_fired_time: 2.2500309944, propagate_forward_time: 69.5650177002, propagate_backward_time: 105.8821334839, weight_update_time: 0.3799642622, other_time: 4.2425460815
epoch time: 14.5197820663s, input_fired_time: 0.5044683814, output_fired_time: 0.0000000000, propagate_forward_time: 13.1655292511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8497848511
validation[          , genome  6947] predictions:    9701/  10000 (97.01%), best:    9763/10000 (97.63%), error:       951.16901, best error:       772.30627 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 188.8739166260s, input_fired_time: 2.8179156780, output_fired_time: 2.2946908474, propagate_forward_time: 69.7327499390, propagate_backward_time: 108.7208023071, weight_update_time: 0.1332621723, other_time: 5.3077545166
epoch time: 14.7563152313s, input_fired_time: 0.2532436252, output_fired_time: 0.0000000000, propagate_forward_time: 13.9041938782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988779068
validation[          , genome  6947] predictions:    9728/  10000 (97.28%), best:    9763/10000 (97.63%), error:       920.28491, best error:       772.30627 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 186.1944885254s, input_fired_time: 3.2965385914, output_fired_time: 2.0184497833, propagate_forward_time: 68.8878784180, propagate_backward_time: 106.7219848633, weight_update_time: 0.3813178837, other_time: 5.2696380615
epoch time: 15.3343057632s, input_fired_time: 0.2593676746, output_fired_time: 0.0000000000, propagate_forward_time: 14.2109813690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8639564514
validation[          , genome  6947] predictions:    9773/  10000 (97.73%), best:    9763/10000 (97.63%), error:       813.37323, best error:       772.30627 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 184.8494720459s, input_fired_time: 2.5314652920, output_fired_time: 2.2546563148, propagate_forward_time: 67.8881607056, propagate_backward_time: 108.6761703491, weight_update_time: 0.1301922053, other_time: 3.4990234375
epoch time: 14.2899188995s, input_fired_time: 0.2493466437, output_fired_time: 0.0000000000, propagate_forward_time: 13.4521684647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884037018
validation[          , genome  6947] predictions:    9673/  10000 (96.73%), best:    9763/10000 (97.63%), error:      1048.78113, best error:       772.30627 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 171.9475555420s, input_fired_time: 2.2134265900, output_fired_time: 2.3981142044, propagate_forward_time: 61.3443412781, propagate_backward_time: 101.6287384033, weight_update_time: 0.1232233271, other_time: 4.3629302979
epoch time: 14.1474361420s, input_fired_time: 0.2485699654, output_fired_time: 0.0000000000, propagate_forward_time: 13.3107481003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5881185532
validation[          , genome  6947] predictions:    9747/  10000 (97.47%), best:    9763/10000 (97.63%), error:       825.87109, best error:       772.30627 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 174.8708343506s, input_fired_time: 2.2295749187, output_fired_time: 1.9202692509, propagate_forward_time: 62.2339363098, propagate_backward_time: 104.5984268188, weight_update_time: 0.1245980188, other_time: 3.8886337280
epoch time: 14.3779306412s, input_fired_time: 0.2545374036, output_fired_time: 0.0000000000, propagate_forward_time: 13.5255498886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5978431702
validation[          , genome  6947] predictions:    9709/  10000 (97.09%), best:    9763/10000 (97.63%), error:       922.42694, best error:       772.30627 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 140.7648010254s, input_fired_time: 2.1491653919, output_fired_time: 1.5631636381, propagate_forward_time: 50.7178268433, propagate_backward_time: 82.8649978638, weight_update_time: 0.1166066900, other_time: 3.4696502686
epoch time: 8.1193895340s, input_fired_time: 0.2101617306, output_fired_time: 0.0000000000, propagate_forward_time: 7.4231181145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861097336
validation[          , genome  6947] predictions:    9726/  10000 (97.26%), best:    9763/10000 (97.63%), error:       958.43634, best error:       772.30627 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 108.5589141846s, input_fired_time: 1.7747777700, output_fired_time: 1.4078683853, propagate_forward_time: 38.6694374084, propagate_backward_time: 63.9757995605, weight_update_time: 0.1057071313, other_time: 2.7310333252
epoch time: 8.6730127335s, input_fired_time: 0.2169401944, output_fired_time: 0.0000000000, propagate_forward_time: 7.9524040222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036687851
validation[          , genome  6947] predictions:    9751/  10000 (97.51%), best:    9763/10000 (97.63%), error:       826.37817, best error:       772.30627 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 109.2421646118s, input_fired_time: 1.7809379101, output_fired_time: 1.4099781513, propagate_forward_time: 39.0513343811, propagate_backward_time: 64.2523880005, weight_update_time: 0.1064352468, other_time: 2.7475204468
epoch time: 7.6669831276s, input_fired_time: 0.2021785378, output_fired_time: 0.0000000000, propagate_forward_time: 6.9915375710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732670784
validation[          , genome  6947] predictions:    9747/  10000 (97.47%), best:    9763/10000 (97.63%), error:       855.08209, best error:       772.30627 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 116.8463821411s, input_fired_time: 1.8421708345, output_fired_time: 1.5015219450, propagate_forward_time: 42.0362510681, propagate_backward_time: 68.6139831543, weight_update_time: 0.1117493883, other_time: 2.8524627686
epoch time: 8.0032463074s, input_fired_time: 0.2070979476, output_fired_time: 0.0000000000, propagate_forward_time: 7.3107066154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854416847
validation[          , genome  6947] predictions:    9658/  10000 (96.58%), best:    9763/10000 (97.63%), error:      1178.64172, best error:       772.30627 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 114.4324798584s, input_fired_time: 1.8268399239, output_fired_time: 1.4704807997, propagate_forward_time: 41.0868873596, propagate_backward_time: 67.2282409668, weight_update_time: 0.1101758778, other_time: 2.8200225830
epoch time: 7.2856540680s, input_fired_time: 0.1975930035, output_fired_time: 0.0000000000, propagate_forward_time: 6.6289730072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590878487
validation[          , genome  6947] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       761.40674, best error:       761.40674 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 114.0622863770s, input_fired_time: 1.8322709799, output_fired_time: 1.4726953506, propagate_forward_time: 41.0393791199, propagate_backward_time: 66.8995056152, weight_update_time: 0.1099880338, other_time: 2.8184356689
epoch time: 8.6480083466s, input_fired_time: 0.2161804289, output_fired_time: 0.0000000000, propagate_forward_time: 7.9271078110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047197342
validation[          , genome  6947] predictions:    9757/  10000 (97.57%), best:    9758/10000 (97.58%), error:       823.62079, best error:       761.40674 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 107.8091812134s, input_fired_time: 1.7698606253, output_fired_time: 1.3962619305, propagate_forward_time: 38.3241043091, propagate_backward_time: 63.5899314880, weight_update_time: 0.1054397970, other_time: 2.7290229797
epoch time: 8.8863000870s, input_fired_time: 0.2228068411, output_fired_time: 0.0000000000, propagate_forward_time: 8.1480255127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154676437
validation[          , genome  6947] predictions:    9764/  10000 (97.64%), best:    9758/10000 (97.58%), error:       789.65637, best error:       761.40674 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 114.1548767090s, input_fired_time: 1.8267838955, output_fired_time: 1.4707770348, propagate_forward_time: 41.0037689209, propagate_backward_time: 67.0274429321, weight_update_time: 0.1105251163, other_time: 2.8261032104
epoch time: 9.7330360413s, input_fired_time: 0.2353412509, output_fired_time: 0.0000000000, propagate_forward_time: 8.9527549744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449399948
validation[          , genome  6947] predictions:    9732/  10000 (97.32%), best:    9758/10000 (97.58%), error:       894.38623, best error:       761.40674 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 114.9056472778s, input_fired_time: 1.8353670835, output_fired_time: 1.4776309729, propagate_forward_time: 41.3350219727, propagate_backward_time: 67.4194183350, weight_update_time: 0.1110181436, other_time: 2.8382110596
epoch time: 7.7556157112s, input_fired_time: 0.2021221817, output_fired_time: 0.0000000000, propagate_forward_time: 7.0766835213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4768099785
validation[          , genome  6947] predictions:    9729/  10000 (97.29%), best:    9758/10000 (97.58%), error:       876.29626, best error:       761.40674 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 109.8075332642s, input_fired_time: 1.7844091654, output_fired_time: 1.4169077873, propagate_forward_time: 39.1439781189, propagate_backward_time: 64.7133102417, weight_update_time: 0.1070265919, other_time: 2.7489242554
epoch time: 7.1893329620s, input_fired_time: 0.1952423602, output_fired_time: 0.0000000000, propagate_forward_time: 6.5387849808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553055763
validation[          , genome  6947] predictions:    9780/  10000 (97.80%), best:    9758/10000 (97.58%), error:       769.77655, best error:       761.40674 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 110.5283432007s, input_fired_time: 1.8045053482, output_fired_time: 1.4270732403, propagate_forward_time: 39.5412521362, propagate_backward_time: 64.9932250977, weight_update_time: 0.1071079820, other_time: 2.7622909546
epoch time: 9.7490549088s, input_fired_time: 0.2355261147, output_fired_time: 0.0000000000, propagate_forward_time: 8.9678592682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5456695557
validation[          , genome  6947] predictions:    9765/  10000 (97.65%), best:    9758/10000 (97.58%), error:       793.03979, best error:       761.40674 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 110.2421417236s, input_fired_time: 1.7968071699, output_fired_time: 1.4236568213, propagate_forward_time: 39.4045906067, propagate_backward_time: 64.8543395996, weight_update_time: 0.1071095169, other_time: 2.7627410889
epoch time: 8.6982030869s, input_fired_time: 0.2200644910, output_fired_time: 0.0000000000, propagate_forward_time: 7.9736070633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045318604
validation[          , genome  6947] predictions:    9713/  10000 (97.13%), best:    9758/10000 (97.58%), error:       900.58527, best error:       761.40674 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 112.0650787354s, input_fired_time: 1.8123278618, output_fired_time: 1.4526959658, propagate_forward_time: 40.0840377808, propagate_backward_time: 65.9227828979, weight_update_time: 0.1087822616, other_time: 2.7932357788
epoch time: 9.4466524124s, input_fired_time: 0.2311453223, output_fired_time: 0.0000000000, propagate_forward_time: 8.6843070984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312004089
validation[          , genome  6947] predictions:    9703/  10000 (97.03%), best:    9758/10000 (97.58%), error:       999.36371, best error:       761.40674 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 109.8433990479s, input_fired_time: 1.7990913391, output_fired_time: 1.4227745533, propagate_forward_time: 39.2632637024, propagate_backward_time: 64.6073684692, weight_update_time: 0.1065462902, other_time: 2.7509078979
epoch time: 7.7586107254s, input_fired_time: 0.2053447813, output_fired_time: 0.0000000000, propagate_forward_time: 7.0775666237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4756994247
validation[          , genome  6947] predictions:    9756/  10000 (97.56%), best:    9758/10000 (97.58%), error:       810.08533, best error:       761.40674 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 110.0041503906s, input_fired_time: 1.7952773571, output_fired_time: 1.4210278988, propagate_forward_time: 39.1903953552, propagate_backward_time: 64.8321609497, weight_update_time: 0.1072840542, other_time: 2.7652816772
epoch time: 7.4944319725s, input_fired_time: 0.2004371583, output_fired_time: 0.0000000000, propagate_forward_time: 6.8262948990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677000046
validation[          , genome  6947] predictions:    9746/  10000 (97.46%), best:    9758/10000 (97.58%), error:       824.63208, best error:       761.40674 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 107.4184799194s, input_fired_time: 1.7776683569, output_fired_time: 1.3943971395, propagate_forward_time: 38.2398300171, propagate_backward_time: 63.2814865112, weight_update_time: 0.1052074283, other_time: 2.7250976563
epoch time: 7.5397620201s, input_fired_time: 0.2012486905, output_fired_time: 0.0000000000, propagate_forward_time: 6.8724622726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660511017
validation[          , genome  6947] predictions:    9725/  10000 (97.25%), best:    9758/10000 (97.58%), error:       867.75079, best error:       761.40674 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 99.3704452515s, input_fired_time: 1.7088544369, output_fired_time: 1.2962114811, propagate_forward_time: 35.0093841553, propagate_backward_time: 58.7490997314, weight_update_time: 0.0992399380, other_time: 2.6068954468
epoch time: 10.4166126251s, input_fired_time: 0.2491163462, output_fired_time: 0.0000000000, propagate_forward_time: 9.5937728882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737237930
validation[          , genome  6947] predictions:    9694/  10000 (96.94%), best:    9758/10000 (97.58%), error:      1020.13312, best error:       761.40674 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 109.6843795776s, input_fired_time: 1.7984938622, output_fired_time: 1.4201740026, propagate_forward_time: 39.1454277039, propagate_backward_time: 64.5616226196, weight_update_time: 0.1068801135, other_time: 2.7586593628
epoch time: 7.9879713058s, input_fired_time: 0.2091561407, output_fired_time: 0.0000000000, propagate_forward_time: 7.2928047180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860105515
validation[          , genome  6947] predictions:    9753/  10000 (97.53%), best:    9758/10000 (97.58%), error:       848.08472, best error:       761.40674 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 105.3130035400s, input_fired_time: 1.7601748705, output_fired_time: 1.3663997650, propagate_forward_time: 37.3853607178, propagate_backward_time: 62.1008300781, weight_update_time: 0.1036099494, other_time: 2.7002334595
epoch time: 6.8301978111s, input_fired_time: 0.1902579516, output_fired_time: 0.0000000000, propagate_forward_time: 6.1949820518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449577332
validation[          , genome  6947] predictions:    9746/  10000 (97.46%), best:    9758/10000 (97.58%), error:       825.38647, best error:       761.40674 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 102.7983093262s, input_fired_time: 1.7438024282, output_fired_time: 1.3379330635, propagate_forward_time: 36.3994865417, propagate_backward_time: 60.6400222778, weight_update_time: 0.1023499146, other_time: 2.6770591736
epoch time: 7.1980595589s, input_fired_time: 0.1978264302, output_fired_time: 0.0000000000, propagate_forward_time: 6.5404453278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597878456
validation[          , genome  6947] predictions:    9736/  10000 (97.36%), best:    9758/10000 (97.58%), error:       868.26990, best error:       761.40674 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 97.8935623169s, input_fired_time: 1.6986646652, output_fired_time: 1.2781300545, propagate_forward_time: 34.3733291626, propagate_backward_time: 57.9508934021, weight_update_time: 0.0983987749, other_time: 2.5925483704
epoch time: 7.1749963760s, input_fired_time: 0.1964066625, output_fired_time: 0.0000000000, propagate_forward_time: 6.5213470459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572424889
validation[          , genome  6947] predictions:    9756/  10000 (97.56%), best:    9758/10000 (97.58%), error:       818.15118, best error:       761.40674 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 103.1550903320s, input_fired_time: 1.7474517822, output_fired_time: 1.3453425169, propagate_forward_time: 36.5402870178, propagate_backward_time: 60.8399581909, weight_update_time: 0.1023023576, other_time: 2.6820487976
epoch time: 9.9011573792s, input_fired_time: 0.2430044413, output_fired_time: 0.0000000000, propagate_forward_time: 9.1070499420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5511026382
validation[          , genome  6947] predictions:    9679/  10000 (96.79%), best:    9758/10000 (97.58%), error:       995.21326, best error:       761.40674 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 105.2212371826s, input_fired_time: 1.7637164593, output_fired_time: 1.3687390089, propagate_forward_time: 37.3025321960, propagate_backward_time: 62.0804939270, weight_update_time: 0.1035941020, other_time: 2.7057609558
epoch time: 6.8357663155s, input_fired_time: 0.1906839311, output_fired_time: 0.0000000000, propagate_forward_time: 6.1981234550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4469590187
validation[          , genome  6947] predictions:    9528/  10000 (95.28%), best:    9758/10000 (97.58%), error:      1590.81885, best error:       761.40674 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 98.8427124023s, input_fired_time: 1.7101180553, output_fired_time: 1.2946076393, propagate_forward_time: 34.7784118652, propagate_backward_time: 58.4479255676, weight_update_time: 0.0991728976, other_time: 2.6116447449
epoch time: 7.9204640388s, input_fired_time: 0.2067108005, output_fired_time: 0.0000000000, propagate_forward_time: 7.2299180031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838352203
validation[          , genome  6947] predictions:    9768/  10000 (97.68%), best:    9758/10000 (97.58%), error:       816.35956, best error:       761.40674 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 150.0740203857s, input_fired_time: 2.1360864639, output_fired_time: 1.7814844847, propagate_forward_time: 54.5414466858, propagate_backward_time: 87.9306564331, weight_update_time: 0.1146712154, other_time: 3.6843490601
epoch time: 12.8567342758s, input_fired_time: 0.2347350419, output_fired_time: 0.0000000000, propagate_forward_time: 12.0784835815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435152054
validation[          , genome  6947] predictions:    9689/  10000 (96.89%), best:    9758/10000 (97.58%), error:       985.60120, best error:       761.40674 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 156.8972930908s, input_fired_time: 2.3784983158, output_fired_time: 2.5121297836, propagate_forward_time: 55.3390007019, propagate_backward_time: 92.7487792969, weight_update_time: 0.1140492857, other_time: 3.9188842773
epoch time: 11.0270681381s, input_fired_time: 0.2152495533, output_fired_time: 0.0000000000, propagate_forward_time: 10.3125238419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992942810
validation[          , genome  6947] predictions:    9709/  10000 (97.09%), best:    9758/10000 (97.58%), error:       920.32806, best error:       761.40674 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 146.0043029785s, input_fired_time: 2.8066112995, output_fired_time: 2.4189469814, propagate_forward_time: 50.1803436279, propagate_backward_time: 86.5568771362, weight_update_time: 0.3579319417, other_time: 4.0415267944
epoch time: 13.5498189926s, input_fired_time: 0.2422723174, output_fired_time: 0.0000000000, propagate_forward_time: 12.7462396622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613069534
validation[          , genome  6947] predictions:    9740/  10000 (97.40%), best:    9758/10000 (97.58%), error:       901.24994, best error:       761.40674 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 148.6166381836s, input_fired_time: 2.3219115734, output_fired_time: 2.1880993843, propagate_forward_time: 54.1996994019, propagate_backward_time: 86.5890884399, weight_update_time: 0.1094340608, other_time: 3.3178405762
epoch time: 13.0186243057s, input_fired_time: 0.2393359691, output_fired_time: 0.0000000000, propagate_forward_time: 11.9761047363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8031835556
validation[          , genome  6947] predictions:    9711/  10000 (97.11%), best:    9758/10000 (97.58%), error:       923.49701, best error:       761.40674 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 146.5599670410s, input_fired_time: 1.8179228306, output_fired_time: 2.6741833687, propagate_forward_time: 51.2092933655, propagate_backward_time: 86.3087310791, weight_update_time: 0.1085467115, other_time: 4.5498504639
epoch time: 11.0248060226s, input_fired_time: 0.4660520554, output_fired_time: 0.0000000000, propagate_forward_time: 10.0587482452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000057220
validation[          , genome  6947] predictions:    9701/  10000 (97.01%), best:    9758/10000 (97.58%), error:       935.64972, best error:       761.40674 on epoch:    43, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 153.3102111816s, input_fired_time: 2.3578062057, output_fired_time: 1.4805240631, propagate_forward_time: 56.1873207092, propagate_backward_time: 89.6596908569, weight_update_time: 0.1118199825, other_time: 3.6248703003
epoch time: 12.6022129059s, input_fired_time: 0.2304833531, output_fired_time: 0.0000000000, propagate_forward_time: 11.8346786499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370512009
validation[          , genome  6947] predictions:    9711/  10000 (97.11%), best:    9758/10000 (97.58%), error:       935.24695, best error:       761.40674 on epoch:    43, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 146.3703155518s, input_fired_time: 1.8125624657, output_fired_time: 1.6723755598, propagate_forward_time: 52.7605743408, propagate_backward_time: 86.0824432373, weight_update_time: 0.1080956087, other_time: 4.0423583984
epoch time: 11.8264093399s, input_fired_time: 0.2245424986, output_fired_time: 0.0000000000, propagate_forward_time: 10.8346157074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7672510147
validation[          , genome  6947] predictions:    9756/  10000 (97.56%), best:    9758/10000 (97.58%), error:       851.31519, best error:       761.40674 on epoch:    43, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 150.6223907471s, input_fired_time: 1.8355904818, output_fired_time: 1.9584618807, propagate_forward_time: 53.9700927734, propagate_backward_time: 88.0173721313, weight_update_time: 0.1100683659, other_time: 4.8408737183
epoch time: 11.6745176315s, input_fired_time: 0.2215559930, output_fired_time: 0.0000000000, propagate_forward_time: 10.6910657883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7618961334
validation[          , genome  6947] predictions:    9759/  10000 (97.59%), best:    9758/10000 (97.58%), error:       818.99286, best error:       761.40674 on epoch:    43, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 146.7050933838s, input_fired_time: 2.3218452930, output_fired_time: 1.6774815321, propagate_forward_time: 50.9918823242, propagate_backward_time: 87.9211425781, weight_update_time: 0.1080787182, other_time: 3.7927551270
epoch time: 10.6704435349s, input_fired_time: 0.2112702280, output_fired_time: 0.0000000000, propagate_forward_time: 9.9726200104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865531921
validation[          , genome  6947] predictions:    9749/  10000 (97.49%), best:    9758/10000 (97.58%), error:       876.03241, best error:       761.40674 on epoch:    43, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 136.0492858887s, input_fired_time: 2.2525305748, output_fired_time: 2.0840463638, propagate_forward_time: 47.7237358093, propagate_backward_time: 81.0665588379, weight_update_time: 0.1021005586, other_time: 2.9224090576
epoch time: 11.1647243500s, input_fired_time: 0.2166703492, output_fired_time: 0.0000000000, propagate_forward_time: 10.1919784546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7560758591
validation[          , genome  6947] predictions:    9537/  10000 (95.37%), best:    9758/10000 (97.58%), error:      1567.15259, best error:       761.40674 on epoch:    43, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 136.1569061279s, input_fired_time: 2.2516465187, output_fired_time: 1.8344873190, propagate_forward_time: 47.8990173340, propagate_backward_time: 79.9959030151, weight_update_time: 0.1021502391, other_time: 4.1758499146
epoch time: 11.1168260574s, input_fired_time: 0.4652270079, output_fired_time: 0.0000000000, propagate_forward_time: 9.8985223770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7530765533
validation[          , genome  6947] predictions:    9721/  10000 (97.21%), best:    9758/10000 (97.58%), error:       957.44434, best error:       761.40674 on epoch:    43, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 135.0156860352s, input_fired_time: 2.7389974594, output_fired_time: 2.0712938309, propagate_forward_time: 48.0569801331, propagate_backward_time: 78.9874038696, weight_update_time: 0.1013939381, other_time: 3.1610183716
epoch time: 10.8717145920s, input_fired_time: 0.2118621171, output_fired_time: 0.0000000000, propagate_forward_time: 9.9160060883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7438459396
validation[          , genome  6947] predictions:    9709/  10000 (97.09%), best:    9758/10000 (97.58%), error:       929.28802, best error:       761.40674 on epoch:    43, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 117.0858459473s, input_fired_time: 1.9834733009, output_fired_time: 1.3190586567, propagate_forward_time: 40.2939147949, propagate_backward_time: 70.3566818237, weight_update_time: 0.1003632769, other_time: 3.1327133179
epoch time: 8.3818273544s, input_fired_time: 0.2161527723, output_fired_time: 0.0000000000, propagate_forward_time: 7.6725106239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931635857
validation[          , genome  6947] predictions:    9692/  10000 (96.92%), best:    9758/10000 (97.58%), error:      1011.47534, best error:       761.40674 on epoch:    43, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 93.1177749634s, input_fired_time: 1.6634075642, output_fired_time: 1.2281488180, propagate_forward_time: 32.4234046936, propagate_backward_time: 55.3188095093, weight_update_time: 0.0936253220, other_time: 2.4840049744
epoch time: 6.8464708328s, input_fired_time: 0.1946069300, output_fired_time: 0.0000000000, propagate_forward_time: 6.2114691734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403948784
validation[          , genome  6947] predictions:    9742/  10000 (97.42%), best:    9758/10000 (97.58%), error:       833.22040, best error:       761.40674 on epoch:    43, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 92.4278259277s, input_fired_time: 1.6608417034, output_fired_time: 1.2225378752, propagate_forward_time: 32.2343025208, propagate_backward_time: 54.8348236084, weight_update_time: 0.0931956768, other_time: 2.4753227234
epoch time: 7.5898079872s, input_fired_time: 0.2042445242, output_fired_time: 0.0000000000, propagate_forward_time: 6.9164056778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691576958
validation[          , genome  6947] predictions:    9770/  10000 (97.70%), best:    9758/10000 (97.58%), error:       838.52588, best error:       761.40674 on epoch:    43, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 100.4292144775s, input_fired_time: 1.7320271730, output_fired_time: 1.3135466576, propagate_forward_time: 35.3693771362, propagate_backward_time: 59.4082603455, weight_update_time: 0.0995814949, other_time: 2.6060066223
epoch time: 8.5455436707s, input_fired_time: 0.2205697745, output_fired_time: 0.0000000000, propagate_forward_time: 7.8233733177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016007423
validation[          , genome  6947] predictions:    9769/  10000 (97.69%), best:    9758/10000 (97.58%), error:       792.81647, best error:       761.40674 on epoch:    43, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 99.7859191895s, input_fired_time: 1.7272200584, output_fired_time: 1.3006923199, propagate_forward_time: 35.1690711975, propagate_backward_time: 58.9936027527, weight_update_time: 0.0991534516, other_time: 2.5953369141
epoch time: 6.8429369926s, input_fired_time: 0.1948117316, output_fired_time: 0.0000000000, propagate_forward_time: 6.2048096657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433155060
validation[          , genome  6947] predictions:    9735/  10000 (97.35%), best:    9758/10000 (97.58%), error:       872.31128, best error:       761.40674 on epoch:    43, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 103.4875640869s, input_fired_time: 1.7575134039, output_fired_time: 1.3455746174, propagate_forward_time: 36.6823387146, propagate_backward_time: 61.0501976013, weight_update_time: 0.1019489765, other_time: 2.6519393921
epoch time: 6.8274912834s, input_fired_time: 0.1919814050, output_fired_time: 0.0000000000, propagate_forward_time: 6.1936488152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418611526
validation[          , genome  6947] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       849.47406, best error:       761.40674 on epoch:    43, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 100.8873367310s, input_fired_time: 1.7420340776, output_fired_time: 1.3162527084, propagate_forward_time: 35.6727066040, propagate_backward_time: 59.5393753052, weight_update_time: 0.1000100449, other_time: 2.6169662476
epoch time: 7.5455770493s, input_fired_time: 0.2041830271, output_fired_time: 0.0000000000, propagate_forward_time: 6.8764419556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649519920
validation[          , genome  6947] predictions:    9772/  10000 (97.72%), best:    9758/10000 (97.58%), error:       793.95844, best error:       761.40674 on epoch:    43, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 96.3496322632s, input_fired_time: 1.6964091063, output_fired_time: 1.2643361092, propagate_forward_time: 33.7373046875, propagate_backward_time: 57.1060218811, weight_update_time: 0.0962161124, other_time: 2.5455589294
epoch time: 7.5484147072s, input_fired_time: 0.2046929747, output_fired_time: 0.0000000000, propagate_forward_time: 6.8770308495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666910172
validation[          , genome  6947] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       734.63843, best error:       734.63843 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 98.2717361450s, input_fired_time: 1.7161675692, output_fired_time: 1.2863620520, propagate_forward_time: 34.5556755066, propagate_backward_time: 58.1351699829, weight_update_time: 0.0980383307, other_time: 2.5783576965
epoch time: 7.1261701584s, input_fired_time: 0.1986938119, output_fired_time: 0.0000000000, propagate_forward_time: 6.4751043320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523720741
validation[          , genome  6947] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       749.05444, best error:       734.63843 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 99.1903533936s, input_fired_time: 1.7212769985, output_fired_time: 1.2973420620, propagate_forward_time: 34.9234924316, propagate_backward_time: 58.6604804993, weight_update_time: 0.0988062769, other_time: 2.5877647400
epoch time: 7.3940591812s, input_fired_time: 0.2041144073, output_fired_time: 0.0000000000, propagate_forward_time: 6.7266774178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632673264
validation[          , genome  6947] predictions:    9755/  10000 (97.55%), best:    9774/10000 (97.74%), error:       809.80682, best error:       734.63843 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 91.2315750122s, input_fired_time: 1.6540824175, output_fired_time: 1.2042707205, propagate_forward_time: 31.6953849792, propagate_backward_time: 54.2133064270, weight_update_time: 0.0924871266, other_time: 2.4645309448
epoch time: 8.2061100006s, input_fired_time: 0.2153166384, output_fired_time: 0.0000000000, propagate_forward_time: 7.5016875267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891057014
validation[          , genome  6947] predictions:    9737/  10000 (97.37%), best:    9774/10000 (97.74%), error:       837.37689, best error:       734.63843 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 97.5057830811s, input_fired_time: 1.7131704092, output_fired_time: 1.2752909660, propagate_forward_time: 34.3008880615, propagate_backward_time: 57.6384773254, weight_update_time: 0.0977131575, other_time: 2.5779533386
epoch time: 6.8311424255s, input_fired_time: 0.1927923411, output_fired_time: 0.0000000000, propagate_forward_time: 6.1953129768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430370331
validation[          , genome  6947] predictions:    9744/  10000 (97.44%), best:    9774/10000 (97.74%), error:       838.22351, best error:       734.63843 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 97.0723953247s, input_fired_time: 1.7123719454, output_fired_time: 1.2768129110, propagate_forward_time: 34.0625915527, propagate_backward_time: 57.4440841675, weight_update_time: 0.0974136144, other_time: 2.5765380859
epoch time: 6.8279948235s, input_fired_time: 0.1944169998, output_fired_time: 0.0000000000, propagate_forward_time: 6.1900830269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434947968
validation[          , genome  6947] predictions:    9748/  10000 (97.48%), best:    9774/10000 (97.74%), error:       844.17340, best error:       734.63843 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 94.6996612549s, input_fired_time: 1.6881016493, output_fired_time: 1.2454392910, propagate_forward_time: 33.0954093933, propagate_backward_time: 56.1413307190, weight_update_time: 0.0954664648, other_time: 2.5293807983
epoch time: 7.2046194077s, input_fired_time: 0.1986164451, output_fired_time: 0.0000000000, propagate_forward_time: 6.5491738319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568290710
validation[          , genome  6947] predictions:    9758/  10000 (97.58%), best:    9774/10000 (97.74%), error:       818.71936, best error:       734.63843 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 97.2829208374s, input_fired_time: 1.7100435495, output_fired_time: 1.2754902840, propagate_forward_time: 34.0957756042, propagate_backward_time: 57.6126823425, weight_update_time: 0.0975697711, other_time: 2.5889282227
epoch time: 7.9309196472s, input_fired_time: 0.2097030282, output_fired_time: 0.0000000000, propagate_forward_time: 7.2382020950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4830145836
validation[          , genome  6947] predictions:    9711/  10000 (97.11%), best:    9774/10000 (97.74%), error:       979.15521, best error:       734.63843 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 96.4173965454s, input_fired_time: 1.7007924318, output_fired_time: 1.2622969151, propagate_forward_time: 33.7849426270, propagate_backward_time: 57.1005744934, weight_update_time: 0.0969677046, other_time: 2.5687904358
epoch time: 7.9571542740s, input_fired_time: 0.2110019475, output_fired_time: 0.0000000000, propagate_forward_time: 7.2640142441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4821381569
validation[          , genome  6947] predictions:    9761/  10000 (97.61%), best:    9774/10000 (97.74%), error:       838.29425, best error:       734.63843 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 95.6581573486s, input_fired_time: 1.6967766285, output_fired_time: 1.2590901852, propagate_forward_time: 33.4649200439, propagate_backward_time: 56.6925811768, weight_update_time: 0.0962913334, other_time: 2.5447921753
epoch time: 7.3467330933s, input_fired_time: 0.2019394487, output_fired_time: 0.0000000000, propagate_forward_time: 6.6809573174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638361931
validation[          , genome  6947] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       823.45892, best error:       734.63843 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 95.9700698853s, input_fired_time: 1.7069369555, output_fired_time: 1.2591195107, propagate_forward_time: 33.6218605042, propagate_backward_time: 56.8221054077, weight_update_time: 0.0964823216, other_time: 2.5600471497
epoch time: 7.2330555916s, input_fired_time: 0.2027351111, output_fired_time: 0.0000000000, propagate_forward_time: 6.5735359192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567847252
validation[          , genome  6947] predictions:    9725/  10000 (97.25%), best:    9774/10000 (97.74%), error:       898.51398, best error:       734.63843 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 95.6706237793s, input_fired_time: 1.7004259825, output_fired_time: 1.2558649778, propagate_forward_time: 33.4091644287, propagate_backward_time: 56.7371826172, weight_update_time: 0.0965396240, other_time: 2.5679855347
epoch time: 8.3278799057s, input_fired_time: 0.2173590362, output_fired_time: 0.0000000000, propagate_forward_time: 7.6129856110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975357056
validation[          , genome  6947] predictions:    9584/  10000 (95.84%), best:    9774/10000 (97.74%), error:      1336.24951, best error:       734.63843 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 95.9661178589s, input_fired_time: 1.7029405832, output_fired_time: 1.2591505051, propagate_forward_time: 33.6326675415, propagate_backward_time: 56.8084869385, weight_update_time: 0.0963644907, other_time: 2.5628738403
epoch time: 7.4228086472s, input_fired_time: 0.2058055550, output_fired_time: 0.0000000000, propagate_forward_time: 6.7532873154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637155533
validation[          , genome  6947] predictions:    9747/  10000 (97.47%), best:    9774/10000 (97.74%), error:       827.97552, best error:       734.63843 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 152.6432952881s, input_fired_time: 2.8891463280, output_fired_time: 2.0097179413, propagate_forward_time: 53.8235588074, propagate_backward_time: 90.0049591064, weight_update_time: 0.1135930419, other_time: 3.9159088135
epoch time: 11.3928155899s, input_fired_time: 0.9710136652, output_fired_time: 0.0000000000, propagate_forward_time: 9.9193706512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024309158
validation[          , genome  6947] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       887.34900, best error:       734.63843 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 147.0497589111s, input_fired_time: 2.3276541233, output_fired_time: 1.6744061708, propagate_forward_time: 53.1942062378, propagate_backward_time: 86.5546875000, weight_update_time: 0.1076317579, other_time: 3.2988052368
epoch time: 10.8373899460s, input_fired_time: 0.2148455679, output_fired_time: 0.0000000000, propagate_forward_time: 9.8778753281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7446689606
validation[          , genome  6947] predictions:    9771/  10000 (97.71%), best:    9774/10000 (97.74%), error:       802.10284, best error:       734.63843 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 139.4811706543s, input_fired_time: 3.0292630196, output_fired_time: 1.8578571081, propagate_forward_time: 51.0714492798, propagate_backward_time: 80.3121337891, weight_update_time: 0.1035387963, other_time: 3.2104568481
epoch time: 12.9759216309s, input_fired_time: 0.4920015335, output_fired_time: 0.0000000000, propagate_forward_time: 11.6860589981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7978610992
validation[          , genome  6947] predictions:    9753/  10000 (97.53%), best:    9774/10000 (97.74%), error:       811.06421, best error:       734.63843 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 142.3460083008s, input_fired_time: 2.7980163097, output_fired_time: 1.3821402788, propagate_forward_time: 48.0169334412, propagate_backward_time: 86.8976135254, weight_update_time: 0.1052877530, other_time: 3.2512969971
epoch time: 10.1573829651s, input_fired_time: 0.2078920007, output_fired_time: 0.0000000000, propagate_forward_time: 9.2229967117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7264938354
validation[          , genome  6947] predictions:    9759/  10000 (97.59%), best:    9774/10000 (97.74%), error:       772.60535, best error:       734.63843 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 151.2728576660s, input_fired_time: 1.8542978764, output_fired_time: 1.7086369991, propagate_forward_time: 54.9851875305, propagate_backward_time: 89.3705062866, weight_update_time: 0.1105916351, other_time: 3.3542404175
epoch time: 11.9998311996s, input_fired_time: 0.2291372120, output_fired_time: 0.0000000000, propagate_forward_time: 10.7459363937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0247573853
validation[          , genome  6947] predictions:    9769/  10000 (97.69%), best:    9774/10000 (97.74%), error:       798.83698, best error:       734.63843 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 144.2505340576s, input_fired_time: 2.5591707230, output_fired_time: 1.6474789381, propagate_forward_time: 51.4216575623, propagate_backward_time: 85.1012268066, weight_update_time: 0.1064653918, other_time: 3.5209960938
epoch time: 10.4349689484s, input_fired_time: 0.2138563395, output_fired_time: 0.0000000000, propagate_forward_time: 9.7324285507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886837006
validation[          , genome  6947] predictions:    9760/  10000 (97.60%), best:    9774/10000 (97.74%), error:       791.26752, best error:       734.63843 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: 55.4296798706s, input_fired_time: 1.3369910717, output_fired_time: 0.0000000000, propagate_forward_time: 50.0226058960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0700836182
best training[          , genome  6947] predictions:   49684/  50000 (99.37%), best:    9774/10000 (97.74%), error:      1338.69019, best error:       734.63843 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: 9.1152238846s, input_fired_time: 0.1919019967, output_fired_time: 0.0000000000, propagate_forward_time: 8.2236061096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6997156143
   testing[          , genome  6947] predictions:    9795/  10000 (97.95%), best:    9774/10000 (97.74%), error:       690.76685, best error:       734.63843 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:13:43 (7348): called boinc_finish(0)

</stderr_txt>
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