Nameexact_genome_1512568488_42_6995_1
Workunit2606232
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:15:55 UTC
Report deadline14 Dec 2017, 7:09:49 UTC
Received8 Dec 2017, 12:26:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time3 hours 6 min 6 sec
CPU time3 hours 3 min 38 sec
Validate stateValid
Credit1,582.28
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.99 MB
Peak swap size154.75 MB
Peak disk usage1.47 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
566710

epoch time: 101.1923904419s, input_fired_time: 1.2669513226, output_fired_time: 0.9582087994, propagate_forward_time: 39.1064262390, propagate_backward_time: 56.2331886292, weight_update_time: 0.2111929059, other_time: 3.6276168823
epoch time: 8.6007337570s, input_fired_time: 0.1447916478, output_fired_time: 0.0000000000, propagate_forward_time: 7.8130125999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429295540
validation[          , genome  6995] predictions:    9693/  10000 (96.93%), best:    9732/10000 (97.32%), error:      1013.42126, best error:       868.65680 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 101.0296325684s, input_fired_time: 1.2734396458, output_fired_time: 0.9516157508, propagate_forward_time: 39.0891914368, propagate_backward_time: 56.0420684814, weight_update_time: 0.2093383074, other_time: 3.6733207703
epoch time: 8.5630168915s, input_fired_time: 0.1439068615, output_fired_time: 0.0000000000, propagate_forward_time: 7.7774548531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6416554451
validation[          , genome  6995] predictions:    9729/  10000 (97.29%), best:    9732/10000 (97.32%), error:       904.61475, best error:       868.65680 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 101.2107467651s, input_fired_time: 1.2938385010, output_fired_time: 0.9538369179, propagate_forward_time: 39.0694847107, propagate_backward_time: 56.2083969116, weight_update_time: 0.2161471248, other_time: 3.6851921082
epoch time: 8.6367034912s, input_fired_time: 0.1681432426, output_fired_time: 0.0000000000, propagate_forward_time: 7.8364124298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6321477890
validation[          , genome  6995] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       931.50183, best error:       868.65680 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 101.3654022217s, input_fired_time: 1.2907105684, output_fired_time: 0.9597933888, propagate_forward_time: 39.2295989990, propagate_backward_time: 56.2526931763, weight_update_time: 0.2099039108, other_time: 3.6326065063
epoch time: 8.6888017654s, input_fired_time: 0.1486593485, output_fired_time: 0.0000000000, propagate_forward_time: 7.8921060562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6480360031
validation[          , genome  6995] predictions:    9690/  10000 (96.90%), best:    9732/10000 (97.32%), error:       981.18237, best error:       868.65680 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 101.6582031250s, input_fired_time: 1.2785019875, output_fired_time: 0.9496970177, propagate_forward_time: 39.1794929504, propagate_backward_time: 56.4871139526, weight_update_time: 0.2114181817, other_time: 3.7633934021
epoch time: 8.6127843857s, input_fired_time: 0.1466717571, output_fired_time: 0.0000000000, propagate_forward_time: 7.8136439323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6524691582
validation[          , genome  6995] predictions:    9724/  10000 (97.24%), best:    9732/10000 (97.32%), error:       939.80981, best error:       868.65680 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 101.2835311890s, input_fired_time: 1.3486543894, output_fired_time: 0.9657303095, propagate_forward_time: 38.9774589539, propagate_backward_time: 56.3677711487, weight_update_time: 0.2075819820, other_time: 3.6239166260
epoch time: 8.6128177643s, input_fired_time: 0.1450829506, output_fired_time: 0.0000000000, propagate_forward_time: 7.8103566170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6573786736
validation[          , genome  6995] predictions:    9730/  10000 (97.30%), best:    9732/10000 (97.32%), error:       883.37878, best error:       868.65680 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 101.1534118652s, input_fired_time: 1.2791957855, output_fired_time: 0.9459096193, propagate_forward_time: 39.1394157410, propagate_backward_time: 56.1499557495, weight_update_time: 0.2093318701, other_time: 3.6389350891
epoch time: 8.6225261688s, input_fired_time: 0.1455842108, output_fired_time: 0.0000000000, propagate_forward_time: 7.8408961296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6360459328
validation[          , genome  6995] predictions:    9706/  10000 (97.06%), best:    9732/10000 (97.32%), error:       927.92670, best error:       868.65680 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 101.2934036255s, input_fired_time: 1.3033910990, output_fired_time: 0.9354811907, propagate_forward_time: 39.1341362000, propagate_backward_time: 56.3302383423, weight_update_time: 0.2069108486, other_time: 3.5901603699
epoch time: 8.6581764221s, input_fired_time: 0.1424913853, output_fired_time: 0.0000000000, propagate_forward_time: 7.8166050911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6990799904
validation[          , genome  6995] predictions:    9720/  10000 (97.20%), best:    9732/10000 (97.32%), error:       940.96643, best error:       868.65680 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 101.1946487427s, input_fired_time: 1.2673878670, output_fired_time: 0.9425321221, propagate_forward_time: 39.1964111328, propagate_backward_time: 56.1874160767, weight_update_time: 0.2153841108, other_time: 3.6008987427
epoch time: 8.5546646118s, input_fired_time: 0.1410060972, output_fired_time: 0.0000000000, propagate_forward_time: 7.7907547951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229033470
validation[          , genome  6995] predictions:    9720/  10000 (97.20%), best:    9732/10000 (97.32%), error:       887.72205, best error:       868.65680 on epoch:    11, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 101.4638977051s, input_fired_time: 1.3232867718, output_fired_time: 0.9277617931, propagate_forward_time: 39.1780700684, propagate_backward_time: 56.4255943298, weight_update_time: 0.2055743337, other_time: 3.6091804504
epoch time: 8.6178512573s, input_fired_time: 0.1407837272, output_fired_time: 0.0000000000, propagate_forward_time: 7.8544430733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6226248741
validation[          , genome  6995] predictions:    9727/  10000 (97.27%), best:    9732/10000 (97.32%), error:       878.85638, best error:       868.65680 on epoch:    11, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 101.7245407104s, input_fired_time: 1.2715811729, output_fired_time: 0.9440537691, propagate_forward_time: 39.3517150879, propagate_backward_time: 56.5441322327, weight_update_time: 0.2113133371, other_time: 3.6130561829
epoch time: 8.6003313065s, input_fired_time: 0.1410284638, output_fired_time: 0.0000000000, propagate_forward_time: 7.8314590454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278438568
validation[          , genome  6995] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       829.48041, best error:       829.48041 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 101.5818786621s, input_fired_time: 1.3113315105, output_fired_time: 0.9363564849, propagate_forward_time: 39.3826141357, propagate_backward_time: 56.3754043579, weight_update_time: 0.2051317245, other_time: 3.5761718750
epoch time: 8.6526718140s, input_fired_time: 0.1448661238, output_fired_time: 0.0000000000, propagate_forward_time: 7.8678741455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6399316788
validation[          , genome  6995] predictions:    9719/  10000 (97.19%), best:    9742/10000 (97.42%), error:       947.78027, best error:       829.48041 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 101.1679534912s, input_fired_time: 1.2744778395, output_fired_time: 0.9832463264, propagate_forward_time: 38.9399986267, propagate_backward_time: 56.4166946411, weight_update_time: 0.2043528110, other_time: 3.5535392761
epoch time: 8.6046047211s, input_fired_time: 0.1425088346, output_fired_time: 0.0000000000, propagate_forward_time: 7.8323783875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297178268
validation[          , genome  6995] predictions:    9733/  10000 (97.33%), best:    9742/10000 (97.42%), error:       868.69879, best error:       829.48041 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 101.3886413574s, input_fired_time: 1.2814751863, output_fired_time: 0.9373596907, propagate_forward_time: 39.1340446472, propagate_backward_time: 56.3964157104, weight_update_time: 0.2151983231, other_time: 3.6393394470
epoch time: 8.6249580383s, input_fired_time: 0.1435186118, output_fired_time: 0.0000000000, propagate_forward_time: 7.8586459160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227936745
validation[          , genome  6995] predictions:    9693/  10000 (96.93%), best:    9742/10000 (97.42%), error:       956.42206, best error:       829.48041 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 102.6236495972s, input_fired_time: 1.3070770502, output_fired_time: 0.9451379180, propagate_forward_time: 39.6775512695, propagate_backward_time: 56.9954185486, weight_update_time: 0.2045226395, other_time: 3.6984672546
epoch time: 8.5087871552s, input_fired_time: 0.1422433257, output_fired_time: 0.0000000000, propagate_forward_time: 7.7447829247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217608452
validation[          , genome  6995] predictions:    9735/  10000 (97.35%), best:    9742/10000 (97.42%), error:       870.61072, best error:       829.48041 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 101.3130798340s, input_fired_time: 1.2806838751, output_fired_time: 0.9323993325, propagate_forward_time: 39.1671066284, propagate_backward_time: 56.3596191406, weight_update_time: 0.2076888829, other_time: 3.5732727051
epoch time: 8.5947170258s, input_fired_time: 0.1472413689, output_fired_time: 0.0000000000, propagate_forward_time: 7.8284955025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189799309
validation[          , genome  6995] predictions:    9714/  10000 (97.14%), best:    9742/10000 (97.42%), error:       937.88873, best error:       829.48041 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 101.3289260864s, input_fired_time: 1.2782135010, output_fired_time: 0.9455778599, propagate_forward_time: 39.2081604004, propagate_backward_time: 56.3138351440, weight_update_time: 0.2044311613, other_time: 3.5831375122
epoch time: 8.5114574432s, input_fired_time: 0.1435877979, output_fired_time: 0.0000000000, propagate_forward_time: 7.7489104271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189589500
validation[          , genome  6995] predictions:    9707/  10000 (97.07%), best:    9742/10000 (97.42%), error:       947.86536, best error:       829.48041 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 100.9009780884s, input_fired_time: 1.2730424404, output_fired_time: 0.9350112677, propagate_forward_time: 39.0775299072, propagate_backward_time: 56.0584144592, weight_update_time: 0.2074115872, other_time: 3.5569801331
epoch time: 8.5486030579s, input_fired_time: 0.1459427178, output_fired_time: 0.0000000000, propagate_forward_time: 7.7805595398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221008301
validation[          , genome  6995] predictions:    9714/  10000 (97.14%), best:    9742/10000 (97.42%), error:       950.45563, best error:       829.48041 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 101.2126998901s, input_fired_time: 1.3146014214, output_fired_time: 0.9421364069, propagate_forward_time: 39.1799011230, propagate_backward_time: 56.1577720642, weight_update_time: 0.2307444215, other_time: 3.6182899475
epoch time: 8.6085538864s, input_fired_time: 0.1796428263, output_fired_time: 0.0000000000, propagate_forward_time: 7.7792534828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6496577263
validation[          , genome  6995] predictions:    9710/  10000 (97.10%), best:    9742/10000 (97.42%), error:       946.41479, best error:       829.48041 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 101.3940124512s, input_fired_time: 1.2788683176, output_fired_time: 0.9404741526, propagate_forward_time: 39.1343116760, propagate_backward_time: 56.4700202942, weight_update_time: 0.2053621560, other_time: 3.5703353882
epoch time: 8.6820154190s, input_fired_time: 0.1733979285, output_fired_time: 0.0000000000, propagate_forward_time: 7.8510770798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6575403214
validation[          , genome  6995] predictions:    9708/  10000 (97.08%), best:    9742/10000 (97.42%), error:       958.16675, best error:       829.48041 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 101.4367904663s, input_fired_time: 1.2780706882, output_fired_time: 0.9422434568, propagate_forward_time: 39.4109420776, propagate_backward_time: 56.1961708069, weight_update_time: 0.2096721977, other_time: 3.6093635559
epoch time: 8.5510787964s, input_fired_time: 0.1445944458, output_fired_time: 0.0000000000, propagate_forward_time: 7.7852702141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212143898
validation[          , genome  6995] predictions:    9710/  10000 (97.10%), best:    9742/10000 (97.42%), error:       874.84467, best error:       829.48041 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 101.0464096069s, input_fired_time: 1.2782720327, output_fired_time: 0.9446855783, propagate_forward_time: 38.9902076721, propagate_backward_time: 56.2591438293, weight_update_time: 0.2087177634, other_time: 3.5740966797
epoch time: 8.6588010788s, input_fired_time: 0.1454685777, output_fired_time: 0.0000000000, propagate_forward_time: 7.8833904266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6299419403
validation[          , genome  6995] predictions:    9722/  10000 (97.22%), best:    9742/10000 (97.42%), error:       922.81885, best error:       829.48041 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 101.0321426392s, input_fired_time: 1.2753775120, output_fired_time: 0.9313763380, propagate_forward_time: 39.1696624756, propagate_backward_time: 56.0716438293, weight_update_time: 0.2144043297, other_time: 3.5840873718
epoch time: 8.6291551590s, input_fired_time: 0.1438458264, output_fired_time: 0.0000000000, propagate_forward_time: 7.8658370972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6194725037
validation[          , genome  6995] predictions:    9752/  10000 (97.52%), best:    9742/10000 (97.42%), error:       860.14062, best error:       829.48041 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 101.2168045044s, input_fired_time: 1.2687532902, output_fired_time: 0.9312285781, propagate_forward_time: 39.2025375366, propagate_backward_time: 56.2091560364, weight_update_time: 0.2104385346, other_time: 3.6051292419
epoch time: 8.5151252747s, input_fired_time: 0.1471436471, output_fired_time: 0.0000000000, propagate_forward_time: 7.7466220856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6213598251
validation[          , genome  6995] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       714.95038, best error:       714.95038 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 100.8568801880s, input_fired_time: 1.2704758644, output_fired_time: 0.9324413538, propagate_forward_time: 38.9608039856, propagate_backward_time: 56.1673316956, weight_update_time: 0.2034655064, other_time: 3.5258255005
epoch time: 8.6084089279s, input_fired_time: 0.1464127004, output_fired_time: 0.0000000000, propagate_forward_time: 7.8207635880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6412324905
validation[          , genome  6995] predictions:    9719/  10000 (97.19%), best:    9775/10000 (97.75%), error:       924.60815, best error:       714.95038 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 101.2626190186s, input_fired_time: 1.2737518549, output_fired_time: 0.9394518137, propagate_forward_time: 38.9364738464, propagate_backward_time: 56.4994812012, weight_update_time: 0.2071697414, other_time: 3.6134605408
epoch time: 8.5022354126s, input_fired_time: 0.1447195262, output_fired_time: 0.0000000000, propagate_forward_time: 7.7378163338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196999550
validation[          , genome  6995] predictions:    9735/  10000 (97.35%), best:    9775/10000 (97.75%), error:       873.99042, best error:       714.95038 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 101.4225158691s, input_fired_time: 1.2896522284, output_fired_time: 0.9346921444, propagate_forward_time: 39.1299743652, propagate_backward_time: 56.4232940674, weight_update_time: 0.2036965191, other_time: 3.6449050903
epoch time: 8.6338272095s, input_fired_time: 0.1461174637, output_fired_time: 0.0000000000, propagate_forward_time: 7.8269214630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6607885361
validation[          , genome  6995] predictions:    9758/  10000 (97.58%), best:    9775/10000 (97.75%), error:       793.27863, best error:       714.95038 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 101.1070022583s, input_fired_time: 1.2816122770, output_fired_time: 0.9334800243, propagate_forward_time: 39.1532974243, propagate_backward_time: 56.1720962524, weight_update_time: 0.2051154226, other_time: 3.5665206909
epoch time: 8.4467639923s, input_fired_time: 0.1451944858, output_fired_time: 0.0000000000, propagate_forward_time: 7.6820011139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6195688248
validation[          , genome  6995] predictions:    9701/  10000 (97.01%), best:    9775/10000 (97.75%), error:       905.92114, best error:       714.95038 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 100.9123611450s, input_fired_time: 1.3126047850, output_fired_time: 0.9335832596, propagate_forward_time: 38.9490051270, propagate_backward_time: 56.1222534180, weight_update_time: 0.2390605658, other_time: 3.5949096680
epoch time: 8.5831279755s, input_fired_time: 0.1470866799, output_fired_time: 0.0000000000, propagate_forward_time: 7.8207025528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153383255
validation[          , genome  6995] predictions:    9714/  10000 (97.14%), best:    9775/10000 (97.75%), error:       876.77954, best error:       714.95038 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 101.2854461670s, input_fired_time: 1.3099887371, output_fired_time: 0.9394162893, propagate_forward_time: 39.2549781799, propagate_backward_time: 56.1488838196, weight_update_time: 0.2086075246, other_time: 3.6321792603
epoch time: 8.7276868820s, input_fired_time: 0.1482158154, output_fired_time: 0.0000000000, propagate_forward_time: 7.9538149834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256556511
validation[          , genome  6995] predictions:    9754/  10000 (97.54%), best:    9775/10000 (97.75%), error:       836.89819, best error:       714.95038 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 101.3517379761s, input_fired_time: 1.2865277529, output_fired_time: 0.9583591223, propagate_forward_time: 39.2438926697, propagate_backward_time: 56.2976646423, weight_update_time: 0.2055386901, other_time: 3.5652923584
epoch time: 8.5808591843s, input_fired_time: 0.1462785900, output_fired_time: 0.0000000000, propagate_forward_time: 7.8082442284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6263365746
validation[          , genome  6995] predictions:    9709/  10000 (97.09%), best:    9775/10000 (97.75%), error:       943.53534, best error:       714.95038 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 101.2127609253s, input_fired_time: 1.2829267979, output_fired_time: 0.9313697219, propagate_forward_time: 39.2181549072, propagate_backward_time: 56.1806793213, weight_update_time: 0.2091978490, other_time: 3.5996322632
epoch time: 8.5808677673s, input_fired_time: 0.1469331533, output_fired_time: 0.0000000000, propagate_forward_time: 7.8073291779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266050339
validation[          , genome  6995] predictions:    9722/  10000 (97.22%), best:    9775/10000 (97.75%), error:       867.64728, best error:       714.95038 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 100.9956970215s, input_fired_time: 1.2994956970, output_fired_time: 0.9357107282, propagate_forward_time: 39.0126533508, propagate_backward_time: 56.1985359192, weight_update_time: 0.2029968500, other_time: 3.5493011475
epoch time: 8.8115100861s, input_fired_time: 0.1472596377, output_fired_time: 0.0000000000, propagate_forward_time: 8.0326118469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316385269
validation[          , genome  6995] predictions:    9694/  10000 (96.94%), best:    9775/10000 (97.75%), error:       973.35052, best error:       714.95038 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 101.3326492310s, input_fired_time: 1.2756578922, output_fired_time: 0.9357868433, propagate_forward_time: 39.1068611145, propagate_backward_time: 56.4349746704, weight_update_time: 0.2055234015, other_time: 3.5793724060
epoch time: 8.5634775162s, input_fired_time: 0.1498041004, output_fired_time: 0.0000000000, propagate_forward_time: 7.7849678993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6287055016
validation[          , genome  6995] predictions:    9737/  10000 (97.37%), best:    9775/10000 (97.75%), error:       858.64935, best error:       714.95038 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 101.5696105957s, input_fired_time: 1.3186246157, output_fired_time: 0.9619850516, propagate_forward_time: 39.2094230652, propagate_backward_time: 56.4474754333, weight_update_time: 0.2046084255, other_time: 3.6321029663
epoch time: 8.6309118271s, input_fired_time: 0.1452429593, output_fired_time: 0.0000000000, propagate_forward_time: 7.8674082756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6182608604
validation[          , genome  6995] predictions:    9742/  10000 (97.42%), best:    9775/10000 (97.75%), error:       910.39014, best error:       714.95038 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 101.4493103027s, input_fired_time: 1.2856460810, output_fired_time: 0.9358430505, propagate_forward_time: 39.3193626404, propagate_backward_time: 56.3037033081, weight_update_time: 0.2054573298, other_time: 3.6047554016
epoch time: 8.5605163574s, input_fired_time: 0.1466509551, output_fired_time: 0.0000000000, propagate_forward_time: 7.8062109947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076540947
validation[          , genome  6995] predictions:    9746/  10000 (97.46%), best:    9775/10000 (97.75%), error:       785.04077, best error:       714.95038 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 100.8903198242s, input_fired_time: 1.2878654003, output_fired_time: 0.9486483335, propagate_forward_time: 38.9363822937, propagate_backward_time: 56.0897941589, weight_update_time: 0.2052940726, other_time: 3.6276321411
epoch time: 8.6839179993s, input_fired_time: 0.1473523080, output_fired_time: 0.0000000000, propagate_forward_time: 7.9152865410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212792397
validation[          , genome  6995] predictions:    9740/  10000 (97.40%), best:    9775/10000 (97.75%), error:       813.43610, best error:       714.95038 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 101.5813751221s, input_fired_time: 1.2862459421, output_fired_time: 0.9422543049, propagate_forward_time: 39.2103385925, propagate_backward_time: 56.5581741333, weight_update_time: 0.2036654651, other_time: 3.5843620300
epoch time: 8.6425876617s, input_fired_time: 0.1464996636, output_fired_time: 0.0000000000, propagate_forward_time: 7.7902331352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7058548927
validation[          , genome  6995] predictions:    9739/  10000 (97.39%), best:    9775/10000 (97.75%), error:       827.83612, best error:       714.95038 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 101.0720138550s, input_fired_time: 1.3001914024, output_fired_time: 0.9446914196, propagate_forward_time: 38.8757400513, propagate_backward_time: 56.3256111145, weight_update_time: 0.2039294988, other_time: 3.6257743835
epoch time: 8.5004053116s, input_fired_time: 0.1477048099, output_fired_time: 0.0000000000, propagate_forward_time: 7.7349438667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177563667
validation[          , genome  6995] predictions:    9741/  10000 (97.41%), best:    9775/10000 (97.75%), error:       844.25739, best error:       714.95038 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 101.5520706177s, input_fired_time: 1.2982223034, output_fired_time: 0.9409652352, propagate_forward_time: 39.2740020752, propagate_backward_time: 56.5088348389, weight_update_time: 0.2041522264, other_time: 3.5300445557
epoch time: 8.6073226929s, input_fired_time: 0.1602776945, output_fired_time: 0.0000000000, propagate_forward_time: 7.8251624107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218829155
validation[          , genome  6995] predictions:    9762/  10000 (97.62%), best:    9775/10000 (97.75%), error:       797.64496, best error:       714.95038 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 101.4061965942s, input_fired_time: 1.3287044764, output_fired_time: 0.9268767238, propagate_forward_time: 39.5073280334, propagate_backward_time: 56.0665626526, weight_update_time: 0.2040321082, other_time: 3.5767211914
epoch time: 8.5237159729s, input_fired_time: 0.1462952644, output_fired_time: 0.0000000000, propagate_forward_time: 7.7477970123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296234131
validation[          , genome  6995] predictions:    9738/  10000 (97.38%), best:    9775/10000 (97.75%), error:       883.38690, best error:       714.95038 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 101.4187927246s, input_fired_time: 1.2977072001, output_fired_time: 0.9268279076, propagate_forward_time: 39.1869735718, propagate_backward_time: 56.4701271057, weight_update_time: 0.2070636004, other_time: 3.5371589661
epoch time: 8.5510320663s, input_fired_time: 0.1468707472, output_fired_time: 0.0000000000, propagate_forward_time: 7.7766509056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6275105476
validation[          , genome  6995] predictions:    9696/  10000 (96.96%), best:    9775/10000 (97.75%), error:       962.83514, best error:       714.95038 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 101.1097030640s, input_fired_time: 1.3208653927, output_fired_time: 0.9347208738, propagate_forward_time: 38.9936370850, propagate_backward_time: 56.1829032898, weight_update_time: 0.2357092947, other_time: 3.6775779724
epoch time: 8.5019016266s, input_fired_time: 0.1445991546, output_fired_time: 0.0000000000, propagate_forward_time: 7.7021021843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552004814
validation[          , genome  6995] predictions:    9722/  10000 (97.22%), best:    9775/10000 (97.75%), error:       919.44012, best error:       714.95038 on epoch:    37, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 101.5188827515s, input_fired_time: 1.2894901037, output_fired_time: 0.9280216098, propagate_forward_time: 39.3343772888, propagate_backward_time: 56.3607864380, weight_update_time: 0.2083695829, other_time: 3.6062049866
epoch time: 8.5661535263s, input_fired_time: 0.1473159790, output_fired_time: 0.0000000000, propagate_forward_time: 7.7870006561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318368912
validation[          , genome  6995] predictions:    9733/  10000 (97.33%), best:    9775/10000 (97.75%), error:       847.40631, best error:       714.95038 on epoch:    37, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 101.3930816650s, input_fired_time: 1.2996600866, output_fired_time: 0.9389777184, propagate_forward_time: 39.2735176086, propagate_backward_time: 56.3059234619, weight_update_time: 0.2058809698, other_time: 3.5750007629
epoch time: 8.7077503204s, input_fired_time: 0.1477297097, output_fired_time: 0.0000000000, propagate_forward_time: 7.9247031212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353173256
validation[          , genome  6995] predictions:    9677/  10000 (96.77%), best:    9775/10000 (97.75%), error:      1020.70117, best error:       714.95038 on epoch:    37, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 101.1540603638s, input_fired_time: 1.2995109558, output_fired_time: 0.9430586100, propagate_forward_time: 39.0999069214, propagate_backward_time: 56.2285842896, weight_update_time: 0.2137332261, other_time: 3.5830001831
epoch time: 8.5987462997s, input_fired_time: 0.1480544508, output_fired_time: 0.0000000000, propagate_forward_time: 7.8221244812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285676956
validation[          , genome  6995] predictions:    9676/  10000 (96.76%), best:    9775/10000 (97.75%), error:      1045.32874, best error:       714.95038 on epoch:    37, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 101.2384338379s, input_fired_time: 1.2930182219, output_fired_time: 0.9303458929, propagate_forward_time: 39.1877899170, propagate_backward_time: 56.2120208740, weight_update_time: 0.2051354945, other_time: 3.6152648926
epoch time: 8.5398645401s, input_fired_time: 0.1456225067, output_fired_time: 0.0000000000, propagate_forward_time: 7.7787847519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6154575348
validation[          , genome  6995] predictions:    9750/  10000 (97.50%), best:    9775/10000 (97.75%), error:       796.82452, best error:       714.95038 on epoch:    37, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 101.4568786621s, input_fired_time: 1.3194626570, output_fired_time: 0.9344388843, propagate_forward_time: 39.2993545532, propagate_backward_time: 56.3428916931, weight_update_time: 0.2039503604, other_time: 3.5607261658
epoch time: 8.5439205170s, input_fired_time: 0.1602598876, output_fired_time: 0.0000000000, propagate_forward_time: 7.7521023750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315579414
validation[          , genome  6995] predictions:    9726/  10000 (97.26%), best:    9775/10000 (97.75%), error:       872.53534, best error:       714.95038 on epoch:    37, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 101.1340332031s, input_fired_time: 1.3012158871, output_fired_time: 0.9317558408, propagate_forward_time: 39.1034507751, propagate_backward_time: 56.2172126770, weight_update_time: 0.2038765103, other_time: 3.5803985596
epoch time: 8.5867557526s, input_fired_time: 0.1569308639, output_fired_time: 0.0000000000, propagate_forward_time: 7.7935581207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362667084
validation[          , genome  6995] predictions:    9689/  10000 (96.89%), best:    9775/10000 (97.75%), error:      1000.32910, best error:       714.95038 on epoch:    37, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 100.9043197632s, input_fired_time: 1.3102164268, output_fired_time: 0.9463055134, propagate_forward_time: 38.9372978210, propagate_backward_time: 56.1228179932, weight_update_time: 0.2133593559, other_time: 3.5876808167
epoch time: 8.5110874176s, input_fired_time: 0.1507589966, output_fired_time: 0.0000000000, propagate_forward_time: 7.7270021439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6333265305
validation[          , genome  6995] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       792.76569, best error:       714.95038 on epoch:    37, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 101.4684143066s, input_fired_time: 1.3158611059, output_fired_time: 0.9928308725, propagate_forward_time: 39.2118072510, propagate_backward_time: 56.3334503174, weight_update_time: 0.2046410888, other_time: 3.6144638062
epoch time: 8.7407312393s, input_fired_time: 0.1499790847, output_fired_time: 0.0000000000, propagate_forward_time: 7.9593176842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314349174
validation[          , genome  6995] predictions:    9746/  10000 (97.46%), best:    9775/10000 (97.75%), error:       819.54498, best error:       714.95038 on epoch:    37, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 101.7959823608s, input_fired_time: 1.3070987463, output_fired_time: 0.9395988584, propagate_forward_time: 39.5841827393, propagate_backward_time: 56.3561058044, weight_update_time: 0.2343224138, other_time: 3.6089973450
epoch time: 8.5642223358s, input_fired_time: 0.1493058652, output_fired_time: 0.0000000000, propagate_forward_time: 7.7821335793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327824593
validation[          , genome  6995] predictions:    9728/  10000 (97.28%), best:    9775/10000 (97.75%), error:       892.90216, best error:       714.95038 on epoch:    37, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 101.5122528076s, input_fired_time: 1.3755265474, output_fired_time: 0.9334461689, propagate_forward_time: 39.4331665039, propagate_backward_time: 56.1621551514, weight_update_time: 0.2133465558, other_time: 3.6079559326
epoch time: 8.5886402130s, input_fired_time: 0.1636094749, output_fired_time: 0.0000000000, propagate_forward_time: 7.8051447868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198859215
validation[          , genome  6995] predictions:    9735/  10000 (97.35%), best:    9775/10000 (97.75%), error:       796.42603, best error:       714.95038 on epoch:    37, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 101.2608718872s, input_fired_time: 1.3142739534, output_fired_time: 0.9357426167, propagate_forward_time: 39.1337394714, propagate_backward_time: 56.2928886414, weight_update_time: 0.2020368427, other_time: 3.5842208862
epoch time: 8.5587720871s, input_fired_time: 0.1482535303, output_fired_time: 0.0000000000, propagate_forward_time: 7.7915883064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189303398
validation[          , genome  6995] predictions:    9744/  10000 (97.44%), best:    9775/10000 (97.75%), error:       831.55646, best error:       714.95038 on epoch:    37, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 101.5739440918s, input_fired_time: 1.3194605112, output_fired_time: 0.9515953064, propagate_forward_time: 39.0133018494, propagate_backward_time: 56.7078361511, weight_update_time: 0.2052918226, other_time: 3.5817489624
epoch time: 8.6077947617s, input_fired_time: 0.1544277072, output_fired_time: 0.0000000000, propagate_forward_time: 7.8277635574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256036758
validation[          , genome  6995] predictions:    9743/  10000 (97.43%), best:    9775/10000 (97.75%), error:       848.86279, best error:       714.95038 on epoch:    37, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 101.2272109985s, input_fired_time: 1.2854226828, output_fired_time: 0.9360118508, propagate_forward_time: 38.9610633850, propagate_backward_time: 56.4667625427, weight_update_time: 0.2129185051, other_time: 3.5779495239
epoch time: 8.5431976318s, input_fired_time: 0.1478127241, output_fired_time: 0.0000000000, propagate_forward_time: 7.7737493515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216354370
validation[          , genome  6995] predictions:    9737/  10000 (97.37%), best:    9775/10000 (97.75%), error:       837.82318, best error:       714.95038 on epoch:    37, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 100.9542999268s, input_fired_time: 1.3110400438, output_fired_time: 0.9274675250, propagate_forward_time: 38.9830055237, propagate_backward_time: 56.1743888855, weight_update_time: 0.2093194425, other_time: 3.5583953857
epoch time: 8.6526298523s, input_fired_time: 0.1470749378, output_fired_time: 0.0000000000, propagate_forward_time: 7.8733358383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6322193146
validation[          , genome  6995] predictions:    9685/  10000 (96.85%), best:    9775/10000 (97.75%), error:      1016.88885, best error:       714.95038 on epoch:    37, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 100.9927062988s, input_fired_time: 1.3302860260, output_fired_time: 0.9292742014, propagate_forward_time: 39.0386466980, propagate_backward_time: 56.0888137817, weight_update_time: 0.2106485218, other_time: 3.6056861877
epoch time: 8.6766614914s, input_fired_time: 0.1473617852, output_fired_time: 0.0000000000, propagate_forward_time: 7.9039564133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253433228
validation[          , genome  6995] predictions:    9720/  10000 (97.20%), best:    9775/10000 (97.75%), error:       943.18884, best error:       714.95038 on epoch:    37, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 100.9539642334s, input_fired_time: 1.2993817329, output_fired_time: 0.9265616536, propagate_forward_time: 39.0408248901, propagate_backward_time: 56.1427764893, weight_update_time: 0.2033541948, other_time: 3.5444183350
epoch time: 8.5006361008s, input_fired_time: 0.1513467431, output_fired_time: 0.0000000000, propagate_forward_time: 7.7151145935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6341743469
validation[          , genome  6995] predictions:    9757/  10000 (97.57%), best:    9775/10000 (97.75%), error:       830.35181, best error:       714.95038 on epoch:    37, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 101.2165222168s, input_fired_time: 1.3323785067, output_fired_time: 0.9305185676, propagate_forward_time: 39.0011405945, propagate_backward_time: 56.4007148743, weight_update_time: 0.2163264751, other_time: 3.5517654419
epoch time: 8.5950222015s, input_fired_time: 0.1475442648, output_fired_time: 0.0000000000, propagate_forward_time: 7.8240089417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234693527
validation[          , genome  6995] predictions:    9718/  10000 (97.18%), best:    9775/10000 (97.75%), error:       937.76556, best error:       714.95038 on epoch:    37, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 101.1802749634s, input_fired_time: 1.3042823076, output_fired_time: 0.9356182814, propagate_forward_time: 39.2064170837, propagate_backward_time: 56.1691131592, weight_update_time: 0.2080164254, other_time: 3.5648460388
epoch time: 8.4899625778s, input_fired_time: 0.1468881071, output_fired_time: 0.0000000000, propagate_forward_time: 7.7193980217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6236767769
validation[          , genome  6995] predictions:    9681/  10000 (96.81%), best:    9775/10000 (97.75%), error:      1049.86926, best error:       714.95038 on epoch:    37, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 102.0695190430s, input_fired_time: 1.3467847109, output_fired_time: 0.9332971573, propagate_forward_time: 39.6116561890, propagate_backward_time: 56.5098457336, weight_update_time: 0.2027064562, other_time: 3.6679344177
epoch time: 8.6209869385s, input_fired_time: 0.1511332095, output_fired_time: 0.0000000000, propagate_forward_time: 7.8556532860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142001152
validation[          , genome  6995] predictions:    9688/  10000 (96.88%), best:    9775/10000 (97.75%), error:       987.73114, best error:       714.95038 on epoch:    37, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 100.9670257568s, input_fired_time: 1.2994256020, output_fired_time: 0.9237239361, propagate_forward_time: 39.0716590881, propagate_backward_time: 56.0721740723, weight_update_time: 0.2066331953, other_time: 3.6000480652
epoch time: 8.5066423416s, input_fired_time: 0.1489063650, output_fired_time: 0.0000000000, propagate_forward_time: 7.7417759895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6159596443
validation[          , genome  6995] predictions:    9720/  10000 (97.20%), best:    9775/10000 (97.75%), error:       918.76508, best error:       714.95038 on epoch:    37, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 101.3919830322s, input_fired_time: 1.3108204603, output_fired_time: 0.9370951653, propagate_forward_time: 39.2399749756, propagate_backward_time: 56.3284416199, weight_update_time: 0.2022248209, other_time: 3.5756492615
epoch time: 8.6535940170s, input_fired_time: 0.1572833806, output_fired_time: 0.0000000000, propagate_forward_time: 7.8624463081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6338639259
validation[          , genome  6995] predictions:    9729/  10000 (97.29%), best:    9775/10000 (97.75%), error:       891.17639, best error:       714.95038 on epoch:    37, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 101.3453979492s, input_fired_time: 1.2967070341, output_fired_time: 0.9285686612, propagate_forward_time: 39.0862731934, propagate_backward_time: 56.4609451294, weight_update_time: 0.2051481754, other_time: 3.5729064941
epoch time: 8.5347509384s, input_fired_time: 0.1479493827, output_fired_time: 0.0000000000, propagate_forward_time: 7.7732157707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135859489
validation[          , genome  6995] predictions:    9766/  10000 (97.66%), best:    9775/10000 (97.75%), error:       781.20270, best error:       714.95038 on epoch:    37, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 101.1053161621s, input_fired_time: 1.2970339060, output_fired_time: 0.9341719151, propagate_forward_time: 39.3559150696, propagate_backward_time: 55.9675827026, weight_update_time: 0.2046120912, other_time: 3.5506095886
epoch time: 8.5929393768s, input_fired_time: 0.1571617872, output_fired_time: 0.0000000000, propagate_forward_time: 7.7548408508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6809368134
validation[          , genome  6995] predictions:    9736/  10000 (97.36%), best:    9775/10000 (97.75%), error:       870.94812, best error:       714.95038 on epoch:    37, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 101.5206604004s, input_fired_time: 1.2985394001, output_fired_time: 0.9378312230, propagate_forward_time: 39.0739059448, propagate_backward_time: 56.5424880981, weight_update_time: 0.2070212662, other_time: 3.6679000854
epoch time: 8.6119489670s, input_fired_time: 0.1493405551, output_fired_time: 0.0000000000, propagate_forward_time: 7.8304519653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6321563721
validation[          , genome  6995] predictions:    9720/  10000 (97.20%), best:    9775/10000 (97.75%), error:       889.98688, best error:       714.95038 on epoch:    37, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 101.5374908447s, input_fired_time: 1.3636642694, output_fired_time: 0.9677276611, propagate_forward_time: 39.2328567505, propagate_backward_time: 56.3985443115, weight_update_time: 0.2023851871, other_time: 3.5746994019
epoch time: 8.6518259048s, input_fired_time: 0.1712467074, output_fired_time: 0.0000000000, propagate_forward_time: 7.8436746597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6369047165
validation[          , genome  6995] predictions:    9698/  10000 (96.98%), best:    9775/10000 (97.75%), error:      1039.61584, best error:       714.95038 on epoch:    37, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 101.1446533203s, input_fired_time: 1.3018037081, output_fired_time: 0.9320772886, propagate_forward_time: 39.0940513611, propagate_backward_time: 56.1866264343, weight_update_time: 0.2034354806, other_time: 3.6300964355
epoch time: 8.4849033356s, input_fired_time: 0.1498216391, output_fired_time: 0.0000000000, propagate_forward_time: 7.7250080109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100740433
validation[          , genome  6995] predictions:    9721/  10000 (97.21%), best:    9775/10000 (97.75%), error:       892.03015, best error:       714.95038 on epoch:    37, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 100.9298782349s, input_fired_time: 1.3279011250, output_fired_time: 0.9234836698, propagate_forward_time: 39.0223312378, propagate_backward_time: 56.1095199585, weight_update_time: 0.2027698010, other_time: 3.5466384888
epoch time: 8.6134243011s, input_fired_time: 0.1482087374, output_fired_time: 0.0000000000, propagate_forward_time: 7.8480734825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171422005
validation[          , genome  6995] predictions:    9673/  10000 (96.73%), best:    9775/10000 (97.75%), error:      1055.89868, best error:       714.95038 on epoch:    37, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 101.5554122925s, input_fired_time: 1.3042122126, output_fired_time: 0.9286425710, propagate_forward_time: 39.2675628662, propagate_backward_time: 56.4703292847, weight_update_time: 0.2045203149, other_time: 3.5846633911
epoch time: 8.4495410919s, input_fired_time: 0.1497141719, output_fired_time: 0.0000000000, propagate_forward_time: 7.6816782951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6181483269
validation[          , genome  6995] predictions:    9698/  10000 (96.98%), best:    9775/10000 (97.75%), error:       970.86328, best error:       714.95038 on epoch:    37, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 101.2052764893s, input_fired_time: 1.2972990274, output_fired_time: 0.9224390388, propagate_forward_time: 39.3277015686, propagate_backward_time: 56.0648269653, weight_update_time: 0.2045653909, other_time: 3.5930061340
epoch time: 8.5108814240s, input_fired_time: 0.1483706236, output_fired_time: 0.0000000000, propagate_forward_time: 7.7437610626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6187496185
validation[          , genome  6995] predictions:    9710/  10000 (97.10%), best:    9775/10000 (97.75%), error:       949.59222, best error:       714.95038 on epoch:    37, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 101.6680831909s, input_fired_time: 1.3683667183, output_fired_time: 0.9366704226, propagate_forward_time: 39.0643272400, propagate_backward_time: 56.7365989685, weight_update_time: 0.2080402374, other_time: 3.5621185303
epoch time: 8.7147769928s, input_fired_time: 0.1476243138, output_fired_time: 0.0000000000, propagate_forward_time: 7.9442133904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229395866
validation[          , genome  6995] predictions:    9712/  10000 (97.12%), best:    9775/10000 (97.75%), error:       906.03986, best error:       714.95038 on epoch:    37, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 101.4719085693s, input_fired_time: 1.2975015640, output_fired_time: 0.9470403790, propagate_forward_time: 39.3270530701, propagate_backward_time: 56.3547821045, weight_update_time: 0.2031373382, other_time: 3.5455360413
epoch time: 8.5281496048s, input_fired_time: 0.1487810314, output_fired_time: 0.0000000000, propagate_forward_time: 7.7696323395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6097364426
validation[          , genome  6995] predictions:    9743/  10000 (97.43%), best:    9775/10000 (97.75%), error:       859.74280, best error:       714.95038 on epoch:    37, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 102.0409774780s, input_fired_time: 1.3227839470, output_fired_time: 0.9346937537, propagate_forward_time: 39.3122024536, propagate_backward_time: 56.8459930420, weight_update_time: 0.2078347206, other_time: 3.6253051758
epoch time: 8.7794637680s, input_fired_time: 0.1579705775, output_fired_time: 0.0000000000, propagate_forward_time: 7.9608902931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6606030464
validation[          , genome  6995] predictions:    9734/  10000 (97.34%), best:    9775/10000 (97.75%), error:       851.62231, best error:       714.95038 on epoch:    37, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.7669525146s, input_fired_time: 1.3427158594, output_fired_time: 0.9441273808, propagate_forward_time: 40.2310104370, propagate_backward_time: 57.5689353943, weight_update_time: 0.2043857276, other_time: 3.6801643372
epoch time: 8.6187181473s, input_fired_time: 0.1479901671, output_fired_time: 0.0000000000, propagate_forward_time: 7.8453564644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253714561
validation[          , genome  6995] predictions:    9733/  10000 (97.33%), best:    9775/10000 (97.75%), error:       840.10510, best error:       714.95038 on epoch:    37, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 101.3326950073s, input_fired_time: 1.3058640957, output_fired_time: 0.9304273725, propagate_forward_time: 39.0690727234, propagate_backward_time: 56.4802551270, weight_update_time: 0.2112080157, other_time: 3.5470771790
epoch time: 8.5742273331s, input_fired_time: 0.1498312205, output_fired_time: 0.0000000000, propagate_forward_time: 7.7887487411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6356477737
validation[          , genome  6995] predictions:    9722/  10000 (97.22%), best:    9775/10000 (97.75%), error:       871.10663, best error:       714.95038 on epoch:    37, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 101.1354064941s, input_fired_time: 1.3074713945, output_fired_time: 0.9282971621, propagate_forward_time: 39.0776519775, propagate_backward_time: 56.2883071899, weight_update_time: 0.2032857090, other_time: 3.5336761475
epoch time: 8.5294628143s, input_fired_time: 0.1485400647, output_fired_time: 0.0000000000, propagate_forward_time: 7.7489933968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319289207
validation[          , genome  6995] predictions:    9727/  10000 (97.27%), best:    9775/10000 (97.75%), error:       894.68256, best error:       714.95038 on epoch:    37, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 101.2059783936s, input_fired_time: 1.2913681269, output_fired_time: 0.9645367265, propagate_forward_time: 38.9597778320, propagate_backward_time: 56.3517303467, weight_update_time: 0.2046903223, other_time: 3.6385650635
epoch time: 8.5977220535s, input_fired_time: 0.1491362602, output_fired_time: 0.0000000000, propagate_forward_time: 7.8138899803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6346955299
validation[          , genome  6995] predictions:    9746/  10000 (97.46%), best:    9775/10000 (97.75%), error:       845.62366, best error:       714.95038 on epoch:    37, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 100.7542495728s, input_fired_time: 1.3085403442, output_fired_time: 0.9303821325, propagate_forward_time: 39.0193367004, propagate_backward_time: 55.9628410339, weight_update_time: 0.2042483985, other_time: 3.5331497192
epoch time: 8.6389503479s, input_fired_time: 0.1511779577, output_fired_time: 0.0000000000, propagate_forward_time: 7.8655800819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6221919060
validation[          , genome  6995] predictions:    9710/  10000 (97.10%), best:    9775/10000 (97.75%), error:       923.09521, best error:       714.95038 on epoch:    37, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 101.3805236816s, input_fired_time: 1.3122007847, output_fired_time: 0.9478432536, propagate_forward_time: 39.1902847290, propagate_backward_time: 56.3977775574, weight_update_time: 0.2042004764, other_time: 3.5324134827
epoch time: 8.6462478638s, input_fired_time: 0.1629350930, output_fired_time: 0.0000000000, propagate_forward_time: 7.8475346565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6357779503
validation[          , genome  6995] predictions:    9707/  10000 (97.07%), best:    9775/10000 (97.75%), error:       968.73059, best error:       714.95038 on epoch:    37, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 101.2382812500s, input_fired_time: 1.2966549397, output_fired_time: 0.9379007220, propagate_forward_time: 39.2172088623, propagate_backward_time: 56.2080078125, weight_update_time: 0.2018993050, other_time: 3.5785064697
epoch time: 8.5107450485s, input_fired_time: 0.1484754980, output_fired_time: 0.0000000000, propagate_forward_time: 7.7463865280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158828735
validation[          , genome  6995] predictions:    9704/  10000 (97.04%), best:    9775/10000 (97.75%), error:       961.16614, best error:       714.95038 on epoch:    37, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 101.3391799927s, input_fired_time: 1.2933769226, output_fired_time: 0.9683278799, propagate_forward_time: 39.0511436462, propagate_backward_time: 56.4672050476, weight_update_time: 0.2021588832, other_time: 3.5591278076
epoch time: 8.5956497192s, input_fired_time: 0.1524084508, output_fired_time: 0.0000000000, propagate_forward_time: 7.8154563904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277847290
validation[          , genome  6995] predictions:    9727/  10000 (97.27%), best:    9775/10000 (97.75%), error:       904.94684, best error:       714.95038 on epoch:    37, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 101.2611160278s, input_fired_time: 1.3135282993, output_fired_time: 0.9382264614, propagate_forward_time: 39.1297149658, propagate_backward_time: 56.3142662048, weight_update_time: 0.2072871327, other_time: 3.5653800964
epoch time: 8.6418495178s, input_fired_time: 0.1550005674, output_fired_time: 0.0000000000, propagate_forward_time: 7.8636860847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231627464
validation[          , genome  6995] predictions:    9754/  10000 (97.54%), best:    9775/10000 (97.75%), error:       812.01428, best error:       714.95038 on epoch:    37, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 101.3718109131s, input_fired_time: 1.3192172050, output_fired_time: 0.9442725778, propagate_forward_time: 39.1247367859, propagate_backward_time: 56.3437271118, weight_update_time: 0.2065697908, other_time: 3.6398582458
epoch time: 8.6147785187s, input_fired_time: 0.1489579082, output_fired_time: 0.0000000000, propagate_forward_time: 7.8258285522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6399917603
validation[          , genome  6995] predictions:    9707/  10000 (97.07%), best:    9775/10000 (97.75%), error:       972.00934, best error:       714.95038 on epoch:    37, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 100.9147415161s, input_fired_time: 1.2959250212, output_fired_time: 0.9752256274, propagate_forward_time: 39.0359687805, propagate_backward_time: 56.0214996338, weight_update_time: 0.2074314356, other_time: 3.5861244202
epoch time: 8.6264705658s, input_fired_time: 0.1494427621, output_fired_time: 0.0000000000, propagate_forward_time: 7.8387627602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6382651329
validation[          , genome  6995] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       834.09235, best error:       714.95038 on epoch:    37, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 101.5096817017s, input_fired_time: 1.3116465807, output_fired_time: 0.9306026697, propagate_forward_time: 39.2792205811, propagate_backward_time: 56.4316596985, weight_update_time: 0.2055297494, other_time: 3.5565528870
epoch time: 8.5489892960s, input_fired_time: 0.1503480971, output_fired_time: 0.0000000000, propagate_forward_time: 7.7754440308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231975555
validation[          , genome  6995] predictions:    9729/  10000 (97.29%), best:    9775/10000 (97.75%), error:       883.04730, best error:       714.95038 on epoch:    37, 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: 42.6664428711s, input_fired_time: 0.7352659106, output_fired_time: 0.0000000000, propagate_forward_time: 38.7622795105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1688957214
best training[          , genome  6995] predictions:   49525/  50000 (99.05%), best:    9775/10000 (97.75%), error:      1796.45312, best error:       714.95038 on epoch:    37, 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: 8.9615983963s, input_fired_time: 0.1455047578, output_fired_time: 0.0000000000, propagate_forward_time: 7.9320154190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8840780258
   testing[          , genome  6995] predictions:    9812/  10000 (98.12%), best:    9775/10000 (97.75%), error:       645.11646, best error:       714.95038 on epoch:    37, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:12:35 (2701): called boinc_finish(0)

</stderr_txt>
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