Nameexact_genome_1512568488_45_6674_1
Workunit2604601
Created7 Dec 2017, 21:13:17 UTC
Sent7 Dec 2017, 21:17:36 UTC
Report deadline14 Dec 2017, 2:36:22 UTC
Received8 Dec 2017, 17:32:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID68657
Run time1 hours 43 min 8 sec
CPU time1 hours 42 min 21 sec
Validate stateValid
Credit1,555.34
Device peak FLOPS3.53 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
  , genome  6674] predictions:    9706/  10000 (97.06%), best:    9715/10000 (97.15%), error:       975.43652, best error:       919.11700 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 140.0123748779s, input_fired_time: 2.5930750370, output_fired_time: 0.5272797942, propagate_forward_time: 47.5103187561, propagate_backward_time: 88.0662078857, weight_update_time: 0.0823315233, other_time: 1.3154907227
epoch time: 9.4578456879s, input_fired_time: 0.0665683970, output_fired_time: 0.0000000000, propagate_forward_time: 9.1561717987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2351055145
validation[          , genome  6674] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       912.23260, best error:       912.23260 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 142.6059417725s, input_fired_time: 3.6269361973, output_fired_time: 0.5359272957, propagate_forward_time: 60.7527885437, propagate_backward_time: 72.3296203613, weight_update_time: 0.0852632001, other_time: 5.3606567383
epoch time: 10.4057474136s, input_fired_time: 0.0657531694, output_fired_time: 0.0000000000, propagate_forward_time: 8.0965738297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2434206009
validation[          , genome  6674] predictions:    9675/  10000 (96.75%), best:    9740/10000 (97.40%), error:      1063.26196, best error:       912.23260 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 141.3218536377s, input_fired_time: 0.5934632421, output_fired_time: 1.5359321833, propagate_forward_time: 50.7581748962, propagate_backward_time: 83.1902236938, weight_update_time: 0.0823331773, other_time: 5.2440567017
epoch time: 11.4141635895s, input_fired_time: 0.0666554123, output_fired_time: 0.0000000000, propagate_forward_time: 11.1142644882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2332439423
validation[          , genome  6674] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       910.31732, best error:       910.31732 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 139.9027252197s, input_fired_time: 0.5879854560, output_fired_time: 1.5274280310, propagate_forward_time: 58.2839851379, propagate_backward_time: 78.1672897339, weight_update_time: 0.0857054442, other_time: 1.3360366821
epoch time: 11.6295661926s, input_fired_time: 2.0760459900, output_fired_time: 0.0000000000, propagate_forward_time: 9.3116054535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2419147491
validation[          , genome  6674] predictions:    9711/  10000 (97.11%), best:    9709/10000 (97.09%), error:       956.53253, best error:       910.31732 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 140.4317321777s, input_fired_time: 0.5960205793, output_fired_time: 0.5443237424, propagate_forward_time: 46.6335105896, propagate_backward_time: 86.2929687500, weight_update_time: 2.0928306580, other_time: 6.3648986816
epoch time: 10.4241886139s, input_fired_time: 0.0669663176, output_fired_time: 0.0000000000, propagate_forward_time: 10.1219367981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2352857590
validation[          , genome  6674] predictions:    9723/  10000 (97.23%), best:    9709/10000 (97.09%), error:       914.45038, best error:       910.31732 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 139.8909301758s, input_fired_time: 0.5827089548, output_fired_time: 0.5257819295, propagate_forward_time: 42.3817787170, propagate_backward_time: 92.0688171387, weight_update_time: 0.0826677158, other_time: 4.3318481445
epoch time: 10.2742509842s, input_fired_time: 0.0656894743, output_fired_time: 0.0000000000, propagate_forward_time: 9.9730815887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2354803085
validation[          , genome  6674] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       870.53693, best error:       870.53693 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 139.7591705322s, input_fired_time: 3.6028304100, output_fired_time: 0.5224195719, propagate_forward_time: 49.2659454346, propagate_backward_time: 85.0582427979, weight_update_time: 0.0812621936, other_time: 1.3097381592
epoch time: 11.4463939667s, input_fired_time: 0.0683990717, output_fired_time: 0.0000000000, propagate_forward_time: 11.1443872452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2336072922
validation[          , genome  6674] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       866.87329, best error:       866.87329 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 138.9147949219s, input_fired_time: 1.5914031267, output_fired_time: 0.5218785405, propagate_forward_time: 50.2587203979, propagate_backward_time: 82.2065658569, weight_update_time: 0.0849491060, other_time: 4.3362274170
epoch time: 11.3274745941s, input_fired_time: 0.0658766329, output_fired_time: 0.0000000000, propagate_forward_time: 11.0324697495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2291278839
validation[          , genome  6674] predictions:    9705/  10000 (97.05%), best:    9726/10000 (97.26%), error:       968.11591, best error:       866.87329 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 142.7273101807s, input_fired_time: 2.6103374958, output_fired_time: 0.5432221293, propagate_forward_time: 51.9598274231, propagate_backward_time: 83.3631362915, weight_update_time: 0.0823623762, other_time: 4.2507858276
epoch time: 9.4477882385s, input_fired_time: 0.0683689043, output_fired_time: 0.0000000000, propagate_forward_time: 9.1436634064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2357559204
validation[          , genome  6674] predictions:    9716/  10000 (97.16%), best:    9726/10000 (97.26%), error:       976.76331, best error:       866.87329 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 139.9513397217s, input_fired_time: 1.6036700010, output_fired_time: 0.5210225582, propagate_forward_time: 47.3582229614, propagate_backward_time: 82.1137008667, weight_update_time: 0.0833802000, other_time: 8.3547210693
epoch time: 11.3586263657s, input_fired_time: 0.0663749948, output_fired_time: 0.0000000000, propagate_forward_time: 11.0586442947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2336072922
validation[          , genome  6674] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       957.17767, best error:       866.87329 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 140.7645111084s, input_fired_time: 0.5936150551, output_fired_time: 0.5460816622, propagate_forward_time: 52.7175483704, propagate_backward_time: 83.5536575317, weight_update_time: 0.0863460898, other_time: 3.3536148071
epoch time: 12.4873762131s, input_fired_time: 0.0677312389, output_fired_time: 0.0000000000, propagate_forward_time: 11.1764516830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2431936264
validation[          , genome  6674] predictions:    9722/  10000 (97.22%), best:    9726/10000 (97.26%), error:       918.69006, best error:       866.87329 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 140.4329986572s, input_fired_time: 0.5937421322, output_fired_time: 0.5268698335, propagate_forward_time: 52.6442871094, propagate_backward_time: 83.3355255127, weight_update_time: 0.0813538507, other_time: 3.3325805664
epoch time: 11.3971157074s, input_fired_time: 0.0660922751, output_fired_time: 0.0000000000, propagate_forward_time: 10.0940856934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2369375229
validation[          , genome  6674] predictions:    9690/  10000 (96.90%), best:    9726/10000 (97.26%), error:       976.25867, best error:       866.87329 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 138.5637054443s, input_fired_time: 0.5906402469, output_fired_time: 0.5215885043, propagate_forward_time: 50.2227745056, propagate_backward_time: 84.0036773682, weight_update_time: 0.0819488093, other_time: 3.2250213623
epoch time: 11.4551324844s, input_fired_time: 0.0663109720, output_fired_time: 0.0000000000, propagate_forward_time: 11.1509447098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2378768921
validation[          , genome  6674] predictions:    9671/  10000 (96.71%), best:    9726/10000 (97.26%), error:      1017.51453, best error:       866.87329 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 139.9738769531s, input_fired_time: 0.6004824638, output_fired_time: 0.5271939635, propagate_forward_time: 51.3755722046, propagate_backward_time: 86.1555633545, weight_update_time: 0.0824845284, other_time: 1.3150711060
epoch time: 10.4238491058s, input_fired_time: 0.0692938939, output_fired_time: 0.0000000000, propagate_forward_time: 10.1229333878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2316217422
validation[          , genome  6674] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       860.33893, best error:       860.33893 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 140.1293487549s, input_fired_time: 0.5973353386, output_fired_time: 0.5288928747, propagate_forward_time: 50.4954223633, propagate_backward_time: 84.1698074341, weight_update_time: 0.0820776746, other_time: 4.3378829956
epoch time: 9.5028505325s, input_fired_time: 0.0663761050, output_fired_time: 0.0000000000, propagate_forward_time: 9.1976623535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2388124466
validation[          , genome  6674] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       841.46118, best error:       841.46118 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 142.6108398438s, input_fired_time: 2.6026623249, output_fired_time: 1.5323441029, propagate_forward_time: 49.5092010498, propagate_backward_time: 87.6275863647, weight_update_time: 0.0873723775, other_time: 1.3390426636
epoch time: 10.3116178513s, input_fired_time: 0.0683547407, output_fired_time: 0.0000000000, propagate_forward_time: 9.0058174133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2374458313
validation[          , genome  6674] predictions:    9697/  10000 (96.97%), best:    9737/10000 (97.37%), error:       970.19373, best error:       841.46118 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 142.5269775391s, input_fired_time: 4.6170144081, output_fired_time: 0.5345294476, propagate_forward_time: 40.7494812012, propagate_backward_time: 93.3807220459, weight_update_time: 0.0833637491, other_time: 3.2452239990
epoch time: 10.4803171158s, input_fired_time: 0.0687418580, output_fired_time: 0.0000000000, propagate_forward_time: 10.1739091873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2376661301
validation[          , genome  6674] predictions:    9708/  10000 (97.08%), best:    9737/10000 (97.37%), error:       933.46399, best error:       841.46118 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 141.6340026855s, input_fired_time: 3.6096389294, output_fired_time: 0.5352231264, propagate_forward_time: 48.6984291077, propagate_backward_time: 81.5235595703, weight_update_time: 0.0842490867, other_time: 7.2671661377
epoch time: 10.5277328491s, input_fired_time: 0.0674988478, output_fired_time: 0.0000000000, propagate_forward_time: 10.2221231461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2381105423
validation[          , genome  6674] predictions:    9713/  10000 (97.13%), best:    9737/10000 (97.37%), error:       947.45203, best error:       841.46118 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 140.3327026367s, input_fired_time: 2.6099023819, output_fired_time: 1.5322798491, propagate_forward_time: 48.6714248657, propagate_backward_time: 83.1741104126, weight_update_time: 0.0839525089, other_time: 4.3449859619
epoch time: 9.3561115265s, input_fired_time: 0.0666864365, output_fired_time: 0.0000000000, propagate_forward_time: 7.0472416878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2421832085
validation[          , genome  6674] predictions:    9742/  10000 (97.42%), best:    9737/10000 (97.37%), error:       869.71899, best error:       841.46118 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 140.2083282471s, input_fired_time: 1.6023010015, output_fired_time: 2.5407683849, propagate_forward_time: 52.2781143188, propagate_backward_time: 78.5315093994, weight_update_time: 0.0843890831, other_time: 5.2556381226
epoch time: 10.2377452850s, input_fired_time: 0.0672373995, output_fired_time: 0.0000000000, propagate_forward_time: 8.9375352859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2329721451
validation[          , genome  6674] predictions:    9721/  10000 (97.21%), best:    9737/10000 (97.37%), error:       977.07593, best error:       841.46118 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 140.5320434570s, input_fired_time: 0.6002612710, output_fired_time: 0.5328823328, propagate_forward_time: 45.5888519287, propagate_backward_time: 89.4642105103, weight_update_time: 0.0832266808, other_time: 4.3458328247
epoch time: 11.4081668854s, input_fired_time: 0.0682889819, output_fired_time: 0.0000000000, propagate_forward_time: 11.1055450439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2343330383
validation[          , genome  6674] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       792.99512, best error:       792.99512 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 140.5147552490s, input_fired_time: 1.6038286686, output_fired_time: 0.5294420719, propagate_forward_time: 43.6117553711, propagate_backward_time: 92.4294738770, weight_update_time: 0.0843531638, other_time: 2.3402404785
epoch time: 12.3556413651s, input_fired_time: 0.0670374334, output_fired_time: 0.0000000000, propagate_forward_time: 11.0523014069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2363023758
validation[          , genome  6674] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:       946.64001, best error:       792.99512 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 140.1070861816s, input_fired_time: 1.6125983000, output_fired_time: 0.5256580710, propagate_forward_time: 57.2941703796, propagate_backward_time: 79.3528213501, weight_update_time: 0.0848332047, other_time: 1.3218307495
epoch time: 10.2433786392s, input_fired_time: 0.0674368143, output_fired_time: 0.0000000000, propagate_forward_time: 9.9421930313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2337484360
validation[          , genome  6674] predictions:    9704/  10000 (97.04%), best:    9748/10000 (97.48%), error:       916.30133, best error:       792.99512 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 141.3651580811s, input_fired_time: 0.5997382998, output_fired_time: 3.5475826263, propagate_forward_time: 41.4556846619, propagate_backward_time: 93.4208602905, weight_update_time: 0.0818317160, other_time: 2.3413009644
epoch time: 10.5508356094s, input_fired_time: 0.0688903108, output_fired_time: 0.0000000000, propagate_forward_time: 9.2307300568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2512149811
validation[          , genome  6674] predictions:    9733/  10000 (97.33%), best:    9748/10000 (97.48%), error:       898.26807, best error:       792.99512 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 145.1988830566s, input_fired_time: 1.6358385086, output_fired_time: 0.5516452789, propagate_forward_time: 63.5583152771, propagate_backward_time: 76.0399627686, weight_update_time: 0.0890601277, other_time: 3.4131164551
epoch time: 10.4504003525s, input_fired_time: 0.0690072402, output_fired_time: 0.0000000000, propagate_forward_time: 9.1355504990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2458429337
validation[          , genome  6674] predictions:    9752/  10000 (97.52%), best:    9748/10000 (97.48%), error:       839.52118, best error:       792.99512 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 142.1599731445s, input_fired_time: 3.6289577484, output_fired_time: 0.5412062407, propagate_forward_time: 52.8134193420, propagate_backward_time: 82.8138122559, weight_update_time: 0.0836256817, other_time: 2.3625946045
epoch time: 12.4937181473s, input_fired_time: 0.0699970350, output_fired_time: 0.0000000000, propagate_forward_time: 12.1744394302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2492818832
validation[          , genome  6674] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       939.62231, best error:       792.99512 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 142.2042541504s, input_fired_time: 0.6060941219, output_fired_time: 0.5443834066, propagate_forward_time: 47.1299133301, propagate_backward_time: 88.5427398682, weight_update_time: 1.0914659500, other_time: 5.3811187744
epoch time: 10.4036464691s, input_fired_time: 0.0691838562, output_fired_time: 0.0000000000, propagate_forward_time: 10.0973634720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2370986938
validation[          , genome  6674] predictions:    9737/  10000 (97.37%), best:    9748/10000 (97.48%), error:       875.47992, best error:       792.99512 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 141.6146850586s, input_fired_time: 0.6050834656, output_fired_time: 1.5401220322, propagate_forward_time: 44.8498268127, propagate_backward_time: 91.2622680664, weight_update_time: 0.0841743350, other_time: 3.3573913574
epoch time: 10.4090080261s, input_fired_time: 0.0667330772, output_fired_time: 0.0000000000, propagate_forward_time: 10.1030635834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392110825
validation[          , genome  6674] predictions:    9730/  10000 (97.30%), best:    9748/10000 (97.48%), error:       905.65125, best error:       792.99512 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 160.6759338379s, input_fired_time: 0.6596477628, output_fired_time: 0.6102228761, propagate_forward_time: 57.0610084534, propagate_backward_time: 96.7657241821, weight_update_time: 0.0927723348, other_time: 5.5793228149
epoch time: 10.2944974899s, input_fired_time: 0.0684636310, output_fired_time: 0.0000000000, propagate_forward_time: 9.9960031509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2300310135
validation[          , genome  6674] predictions:    9681/  10000 (96.81%), best:    9748/10000 (97.48%), error:      1006.54950, best error:       792.99512 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 140.7378234863s, input_fired_time: 0.6008545756, output_fired_time: 2.5406799316, propagate_forward_time: 50.6898536682, propagate_backward_time: 85.5672912598, weight_update_time: 0.0819170102, other_time: 1.3391418457
epoch time: 11.4724483490s, input_fired_time: 0.0698176473, output_fired_time: 0.0000000000, propagate_forward_time: 11.1677026749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2349281311
validation[          , genome  6674] predictions:    9758/  10000 (97.58%), best:    9748/10000 (97.48%), error:       828.62860, best error:       792.99512 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 142.7707366943s, input_fired_time: 3.6260771751, output_fired_time: 2.5418286324, propagate_forward_time: 49.8687362671, propagate_backward_time: 84.3910293579, weight_update_time: 0.0851343945, other_time: 2.3430633545
epoch time: 10.3085203171s, input_fired_time: 0.0671446770, output_fired_time: 0.0000000000, propagate_forward_time: 10.0105781555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2307977676
validation[          , genome  6674] predictions:    9725/  10000 (97.25%), best:    9748/10000 (97.48%), error:       926.32300, best error:       792.99512 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 141.5540924072s, input_fired_time: 2.6142897606, output_fired_time: 0.5307075381, propagate_forward_time: 51.6567955017, propagate_backward_time: 85.4188766479, weight_update_time: 0.0840963349, other_time: 1.3334274292
epoch time: 10.4425945282s, input_fired_time: 0.0684889704, output_fired_time: 0.0000000000, propagate_forward_time: 10.1390495300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2350559235
validation[          , genome  6674] predictions:    9682/  10000 (96.82%), best:    9748/10000 (97.48%), error:       999.73071, best error:       792.99512 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 142.1127166748s, input_fired_time: 0.6158592701, output_fired_time: 0.5406869650, propagate_forward_time: 51.8364067078, propagate_backward_time: 86.7613601685, weight_update_time: 0.0846513361, other_time: 2.3584060669
epoch time: 12.5535364151s, input_fired_time: 0.0754260197, output_fired_time: 0.0000000000, propagate_forward_time: 12.2413091660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2368011475
validation[          , genome  6674] predictions:    9764/  10000 (97.64%), best:    9748/10000 (97.48%), error:       810.17145, best error:       792.99512 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 143.1907958984s, input_fired_time: 2.6127257347, output_fired_time: 0.5537027121, propagate_forward_time: 51.8647918701, propagate_backward_time: 85.8185424805, weight_update_time: 0.0826864615, other_time: 2.3410339355
epoch time: 10.2970905304s, input_fired_time: 0.0667455420, output_fired_time: 0.0000000000, propagate_forward_time: 9.9973039627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2330408096
validation[          , genome  6674] predictions:    9723/  10000 (97.23%), best:    9748/10000 (97.48%), error:       873.53369, best error:       792.99512 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 142.0289154053s, input_fired_time: 2.6209230423, output_fired_time: 1.5495729446, propagate_forward_time: 53.8908042908, propagate_backward_time: 82.6193161011, weight_update_time: 0.0854611993, other_time: 1.3482894897
epoch time: 11.1622781754s, input_fired_time: 0.0673131123, output_fired_time: 0.0000000000, propagate_forward_time: 10.8595895767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2353754044
validation[          , genome  6674] predictions:    9750/  10000 (97.50%), best:    9748/10000 (97.48%), error:       847.08313, best error:       792.99512 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.0403747559s, input_fired_time: 0.6041003466, output_fired_time: 2.5514092445, propagate_forward_time: 47.0802803040, propagate_backward_time: 91.4572906494, weight_update_time: 0.0837408081, other_time: 1.3473052979
epoch time: 10.4654092789s, input_fired_time: 0.0688490644, output_fired_time: 0.0000000000, propagate_forward_time: 10.1575918198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2389688492
validation[          , genome  6674] predictions:    9752/  10000 (97.52%), best:    9748/10000 (97.48%), error:       827.27686, best error:       792.99512 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 144.3243865967s, input_fired_time: 0.6136140823, output_fired_time: 0.5413876772, propagate_forward_time: 54.0226058960, propagate_backward_time: 87.8034362793, weight_update_time: 0.0833179206, other_time: 1.3433456421
epoch time: 10.4805860519s, input_fired_time: 0.0681883395, output_fired_time: 0.0000000000, propagate_forward_time: 7.1648721695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2475252151
validation[          , genome  6674] predictions:    9754/  10000 (97.54%), best:    9748/10000 (97.48%), error:       807.30206, best error:       792.99512 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 143.1747131348s, input_fired_time: 0.6054251790, output_fired_time: 3.5541620255, propagate_forward_time: 57.8724136353, propagate_backward_time: 79.7962493896, weight_update_time: 0.0834951177, other_time: 1.3464584351
epoch time: 11.5440893173s, input_fired_time: 0.0680683032, output_fired_time: 0.0000000000, propagate_forward_time: 11.2193717957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566490173
validation[          , genome  6674] predictions:    9742/  10000 (97.42%), best:    9748/10000 (97.48%), error:       881.46735, best error:       792.99512 on epoch:    35, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 142.6766204834s, input_fired_time: 1.6127800941, output_fired_time: 0.5360389948, propagate_forward_time: 37.7555122375, propagate_backward_time: 98.3869247437, weight_update_time: 0.0829510093, other_time: 4.3853683472
epoch time: 10.2641611099s, input_fired_time: 0.0679073185, output_fired_time: 0.0000000000, propagate_forward_time: 9.9665813446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2296724319
validation[          , genome  6674] predictions:    9734/  10000 (97.34%), best:    9748/10000 (97.48%), error:       881.19360, best error:       792.99512 on epoch:    35, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 140.4501037598s, input_fired_time: 0.5994623899, output_fired_time: 0.5280736089, propagate_forward_time: 71.5154953003, propagate_backward_time: 65.4676132202, weight_update_time: 0.0851738900, other_time: 2.3394622803
epoch time: 10.5285701752s, input_fired_time: 0.0690643489, output_fired_time: 0.0000000000, propagate_forward_time: 10.2235317230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2359743118
validation[          , genome  6674] predictions:    9725/  10000 (97.25%), best:    9748/10000 (97.48%), error:       903.16504, best error:       792.99512 on epoch:    35, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 144.3807830811s, input_fired_time: 0.6153743267, output_fired_time: 4.4642868042, propagate_forward_time: 47.0690956116, propagate_backward_time: 90.8886184692, weight_update_time: 0.0852720365, other_time: 1.3434066772
epoch time: 10.4673547745s, input_fired_time: 0.0687953159, output_fired_time: 0.0000000000, propagate_forward_time: 10.1628475189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2357120514
validation[          , genome  6674] predictions:    9729/  10000 (97.29%), best:    9748/10000 (97.48%), error:       919.36615, best error:       792.99512 on epoch:    35, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 140.3629913330s, input_fired_time: 2.6112806797, output_fired_time: 0.5265011787, propagate_forward_time: 38.6009941101, propagate_backward_time: 91.2553558350, weight_update_time: 0.0842298269, other_time: 7.3688507080
epoch time: 12.3034439087s, input_fired_time: 0.0686308965, output_fired_time: 0.0000000000, propagate_forward_time: 12.0040025711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2308101654
validation[          , genome  6674] predictions:    9751/  10000 (97.51%), best:    9748/10000 (97.48%), error:       793.40845, best error:       792.99512 on epoch:    35, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 140.3726196289s, input_fired_time: 1.6053510904, output_fired_time: 0.5271067619, propagate_forward_time: 38.4956588745, propagate_backward_time: 98.4076995850, weight_update_time: 0.0851414353, other_time: 1.3368148804
epoch time: 11.4861202240s, input_fired_time: 0.0728631616, output_fired_time: 0.0000000000, propagate_forward_time: 11.1751003265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2381563187
validation[          , genome  6674] predictions:    9722/  10000 (97.22%), best:    9748/10000 (97.48%), error:       920.76532, best error:       792.99512 on epoch:    35, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 143.1430358887s, input_fired_time: 1.6220394373, output_fired_time: 0.5462194681, propagate_forward_time: 47.9784088135, propagate_backward_time: 87.6243438721, weight_update_time: 0.0837783441, other_time: 5.3720245361
epoch time: 9.4212236404s, input_fired_time: 0.0684519336, output_fired_time: 0.0000000000, propagate_forward_time: 9.1135005951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2392711639
validation[          , genome  6674] predictions:    9741/  10000 (97.41%), best:    9748/10000 (97.48%), error:       847.39703, best error:       792.99512 on epoch:    35, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 140.9636688232s, input_fired_time: 1.6181675196, output_fired_time: 0.5304046273, propagate_forward_time: 54.7920608521, propagate_backward_time: 81.6494598389, weight_update_time: 0.0852438435, other_time: 2.3735733032
epoch time: 12.3061218262s, input_fired_time: 0.0694893301, output_fired_time: 0.0000000000, propagate_forward_time: 9.9888048172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2478275299
validation[          , genome  6674] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       904.85168, best error:       792.99512 on epoch:    35, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 141.8637847900s, input_fired_time: 2.6169171333, output_fired_time: 1.5359358788, propagate_forward_time: 42.5307235718, propagate_backward_time: 92.8350753784, weight_update_time: 0.0867042020, other_time: 2.3451385498
epoch time: 10.5067310333s, input_fired_time: 0.0699635297, output_fired_time: 0.0000000000, propagate_forward_time: 10.2021131516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2346544266
validation[          , genome  6674] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       781.21448, best error:       781.21448 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 140.4954223633s, input_fired_time: 0.6056174636, output_fired_time: 0.5308803320, propagate_forward_time: 52.4816017151, propagate_backward_time: 84.5373687744, weight_update_time: 0.0843862817, other_time: 2.3399505615
epoch time: 10.4918384552s, input_fired_time: 0.0702257901, output_fired_time: 0.0000000000, propagate_forward_time: 8.1789455414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2426671982
validation[          , genome  6674] predictions:    9753/  10000 (97.53%), best:    9766/10000 (97.66%), error:       839.64343, best error:       781.21448 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 140.7044372559s, input_fired_time: 0.6119791269, output_fired_time: 1.5371303558, propagate_forward_time: 54.6165542603, propagate_backward_time: 81.5948867798, weight_update_time: 0.0827905461, other_time: 2.3438873291
epoch time: 12.6358318329s, input_fired_time: 0.0719460994, output_fired_time: 0.0000000000, propagate_forward_time: 10.3031578064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2607278824
validation[          , genome  6674] predictions:    9728/  10000 (97.28%), best:    9766/10000 (97.66%), error:       876.53961, best error:       781.21448 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 141.5521392822s, input_fired_time: 2.6188082695, output_fired_time: 0.5313376188, propagate_forward_time: 48.5895385742, propagate_backward_time: 86.4717025757, weight_update_time: 0.0873659030, other_time: 3.3407516479
epoch time: 10.4044971466s, input_fired_time: 0.0690040663, output_fired_time: 0.0000000000, propagate_forward_time: 10.1069545746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2285385132
validation[          , genome  6674] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       765.45477, best error:       765.45477 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 142.5252685547s, input_fired_time: 0.6060094237, output_fired_time: 0.5421416759, propagate_forward_time: 40.5917015076, propagate_backward_time: 94.4210052490, weight_update_time: 0.0863833278, other_time: 6.3644104004
epoch time: 9.4859628677s, input_fired_time: 0.0707417652, output_fired_time: 0.0000000000, propagate_forward_time: 9.1828374863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2323837280
validation[          , genome  6674] predictions:    9665/  10000 (96.65%), best:    9773/10000 (97.73%), error:      1127.44446, best error:       765.45477 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 142.5108184814s, input_fired_time: 0.6114370227, output_fired_time: 1.5546981096, propagate_forward_time: 49.4831008911, propagate_backward_time: 86.5067596436, weight_update_time: 0.0851193145, other_time: 4.3548202515
epoch time: 10.4623680115s, input_fired_time: 0.0713453442, output_fired_time: 0.0000000000, propagate_forward_time: 10.1566524506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2343702316
validation[          , genome  6674] predictions:    9725/  10000 (97.25%), best:    9773/10000 (97.73%), error:       884.38538, best error:       765.45477 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 142.6809082031s, input_fired_time: 3.6203873158, output_fired_time: 0.5280470252, propagate_forward_time: 49.6353034973, propagate_backward_time: 87.5542221069, weight_update_time: 0.0842747688, other_time: 1.3429489136
epoch time: 10.4113416672s, input_fired_time: 1.0780166388, output_fired_time: 0.0000000000, propagate_forward_time: 9.1036758423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2296495438
validation[          , genome  6674] predictions:    9696/  10000 (96.96%), best:    9773/10000 (97.73%), error:       964.09534, best error:       765.45477 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 141.8060760498s, input_fired_time: 1.6159271002, output_fired_time: 0.5302597880, propagate_forward_time: 46.6857032776, propagate_backward_time: 89.6197662354, weight_update_time: 0.0844829753, other_time: 3.3544311523
epoch time: 10.2280435562s, input_fired_time: 0.0676936805, output_fired_time: 0.0000000000, propagate_forward_time: 9.9265127182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2338371277
validation[          , genome  6674] predictions:    9767/  10000 (97.67%), best:    9773/10000 (97.73%), error:       818.41797, best error:       765.45477 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 139.2507171631s, input_fired_time: 3.6216876507, output_fired_time: 3.5448529720, propagate_forward_time: 40.4524345398, propagate_backward_time: 89.2971115112, weight_update_time: 0.0833289549, other_time: 2.3346328735
epoch time: 11.5375032425s, input_fired_time: 0.0709722042, output_fired_time: 0.0000000000, propagate_forward_time: 11.2338562012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2326745987
validation[          , genome  6674] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       799.22815, best error:       765.45477 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 141.6903533936s, input_fired_time: 3.6295995712, output_fired_time: 1.4422932863, propagate_forward_time: 53.8378639221, propagate_backward_time: 79.4204711914, weight_update_time: 0.0843105316, other_time: 3.3601379395
epoch time: 10.3205471039s, input_fired_time: 0.0791942701, output_fired_time: 0.0000000000, propagate_forward_time: 10.0061874390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2351655960
validation[          , genome  6674] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       793.72388, best error:       765.45477 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 141.6260528564s, input_fired_time: 1.6192396879, output_fired_time: 0.5319413543, propagate_forward_time: 60.7528419495, propagate_backward_time: 77.3770904541, weight_update_time: 0.0830903649, other_time: 1.3449554443
epoch time: 11.4576034546s, input_fired_time: 0.0717154369, output_fired_time: 0.0000000000, propagate_forward_time: 11.1490097046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2368783951
validation[          , genome  6674] predictions:    9740/  10000 (97.40%), best:    9773/10000 (97.73%), error:       830.62146, best error:       765.45477 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 141.4195709229s, input_fired_time: 0.6116454005, output_fired_time: 0.5318562388, propagate_forward_time: 39.5265922546, propagate_backward_time: 99.4159240723, weight_update_time: 0.0836273730, other_time: 1.3335418701
epoch time: 10.2681055069s, input_fired_time: 0.0685242340, output_fired_time: 0.0000000000, propagate_forward_time: 9.9704875946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2290935516
validation[          , genome  6674] predictions:    9742/  10000 (97.42%), best:    9773/10000 (97.73%), error:       883.67792, best error:       765.45477 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 142.7361297607s, input_fired_time: 4.6400299072, output_fired_time: 0.5299280882, propagate_forward_time: 51.6963272095, propagate_backward_time: 84.5388565063, weight_update_time: 0.0833486542, other_time: 1.3309936523
epoch time: 9.4964981079s, input_fired_time: 0.0702303275, output_fired_time: 0.0000000000, propagate_forward_time: 9.1886091232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2376585007
validation[          , genome  6674] predictions:    9714/  10000 (97.14%), best:    9773/10000 (97.73%), error:       929.75684, best error:       765.45477 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 140.5437774658s, input_fired_time: 0.6145402789, output_fired_time: 1.5334165096, propagate_forward_time: 44.6229934692, propagate_backward_time: 92.4316940308, weight_update_time: 0.0857737586, other_time: 1.3411254883
epoch time: 12.4017801285s, input_fired_time: 0.0688917190, output_fired_time: 0.0000000000, propagate_forward_time: 12.1017627716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2311258316
validation[          , genome  6674] predictions:    9742/  10000 (97.42%), best:    9773/10000 (97.73%), error:       804.95007, best error:       765.45477 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 140.6792449951s, input_fired_time: 2.6248884201, output_fired_time: 1.5375554562, propagate_forward_time: 40.5341720581, propagate_backward_time: 94.6586151123, weight_update_time: 0.0839510411, other_time: 1.3240127563
epoch time: 10.2696151733s, input_fired_time: 0.0677431375, output_fired_time: 0.0000000000, propagate_forward_time: 9.9765586853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2253131866
validation[          , genome  6674] predictions:    9720/  10000 (97.20%), best:    9773/10000 (97.73%), error:       947.40790, best error:       765.45477 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 140.3825988770s, input_fired_time: 0.6121991873, output_fired_time: 3.5461316109, propagate_forward_time: 44.4728889465, propagate_backward_time: 87.3990173340, weight_update_time: 1.0907773972, other_time: 4.3523712158
epoch time: 12.4898185730s, input_fired_time: 0.0710239038, output_fired_time: 0.0000000000, propagate_forward_time: 10.1712589264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2475357056
validation[          , genome  6674] predictions:    9736/  10000 (97.36%), best:    9773/10000 (97.73%), error:       857.81329, best error:       765.45477 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 140.2393341064s, input_fired_time: 0.6200681329, output_fired_time: 0.5260213017, propagate_forward_time: 48.6120796204, propagate_backward_time: 88.1615753174, weight_update_time: 0.0822046027, other_time: 2.3195953369
epoch time: 9.2324037552s, input_fired_time: 0.0707096010, output_fired_time: 0.0000000000, propagate_forward_time: 7.0253539085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1363406181
validation[          , genome  6674] predictions:    9721/  10000 (97.21%), best:    9773/10000 (97.73%), error:       943.28064, best error:       765.45477 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 141.1773529053s, input_fired_time: 1.6097375154, output_fired_time: 3.5583746433, propagate_forward_time: 50.4257164001, propagate_backward_time: 84.2608566284, weight_update_time: 0.0818083659, other_time: 1.3226547241
epoch time: 11.4800376892s, input_fired_time: 0.0715453252, output_fired_time: 0.0000000000, propagate_forward_time: 11.1718502045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2366418839
validation[          , genome  6674] predictions:    9731/  10000 (97.31%), best:    9773/10000 (97.73%), error:       877.37079, best error:       765.45477 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 142.9063568115s, input_fired_time: 0.6191637516, output_fired_time: 0.5390130281, propagate_forward_time: 56.7489509583, propagate_backward_time: 79.6448516846, weight_update_time: 0.0830974355, other_time: 5.3543701172
epoch time: 9.3256378174s, input_fired_time: 0.0728022829, output_fired_time: 0.0000000000, propagate_forward_time: 7.1035623550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1492729187
validation[          , genome  6674] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       887.17938, best error:       765.45477 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 140.0981750488s, input_fired_time: 5.6410155296, output_fired_time: 0.5322509408, propagate_forward_time: 51.3388137817, propagate_backward_time: 80.2650451660, weight_update_time: 0.0818572268, other_time: 2.3210372925
epoch time: 10.4604043961s, input_fired_time: 0.0706558675, output_fired_time: 0.0000000000, propagate_forward_time: 10.1545543671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2351942062
validation[          , genome  6674] predictions:    9780/  10000 (97.80%), best:    9773/10000 (97.73%), error:       767.12708, best error:       765.45477 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 140.4875335693s, input_fired_time: 0.6155960560, output_fired_time: 3.5639755726, propagate_forward_time: 50.5631675720, propagate_backward_time: 84.4021911621, weight_update_time: 0.0843555778, other_time: 1.3425903320
epoch time: 9.3628206253s, input_fired_time: 0.0692640767, output_fired_time: 0.0000000000, propagate_forward_time: 9.0640230179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2295331955
validation[          , genome  6674] predictions:    9705/  10000 (97.05%), best:    9773/10000 (97.73%), error:       966.86017, best error:       765.45477 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 142.7442474365s, input_fired_time: 0.6108292937, output_fired_time: 0.5364904404, propagate_forward_time: 50.6892509460, propagate_backward_time: 87.5323028564, weight_update_time: 0.0912097469, other_time: 3.3753814697
epoch time: 10.5417709351s, input_fired_time: 0.0732900947, output_fired_time: 0.0000000000, propagate_forward_time: 8.2164525986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2520284653
validation[          , genome  6674] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       891.09973, best error:       765.45477 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 140.7617034912s, input_fired_time: 2.6223061085, output_fired_time: 2.5542840958, propagate_forward_time: 55.5428390503, propagate_backward_time: 76.7914352417, weight_update_time: 1.9932538271, other_time: 3.2508392334
epoch time: 11.3973512650s, input_fired_time: 0.0691587776, output_fired_time: 0.0000000000, propagate_forward_time: 10.1839933395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1441993713
validation[          , genome  6674] predictions:    9757/  10000 (97.57%), best:    9773/10000 (97.73%), error:       814.80103, best error:       765.45477 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 140.2266235352s, input_fired_time: 1.6140755415, output_fired_time: 4.5527725220, propagate_forward_time: 42.5851097107, propagate_backward_time: 88.1398620605, weight_update_time: 0.0811795294, other_time: 3.3348083496
epoch time: 10.4246301651s, input_fired_time: 0.0708071664, output_fired_time: 0.0000000000, propagate_forward_time: 10.1196250916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2341976166
validation[          , genome  6674] predictions:    9713/  10000 (97.13%), best:    9773/10000 (97.73%), error:       963.50366, best error:       765.45477 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 140.1965179443s, input_fired_time: 1.6270923615, output_fired_time: 0.5244228840, propagate_forward_time: 26.3865718842, propagate_backward_time: 109.3317565918, weight_update_time: 0.0825623125, other_time: 2.3266677856
epoch time: 11.4588956833s, input_fired_time: 0.0689482987, output_fired_time: 0.0000000000, propagate_forward_time: 11.1567783356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2331686020
validation[          , genome  6674] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       856.77155, best error:       765.45477 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 141.8779449463s, input_fired_time: 0.6074101925, output_fired_time: 1.5346697569, propagate_forward_time: 48.6477622986, propagate_backward_time: 87.7440261841, weight_update_time: 0.0825498179, other_time: 3.3440780640
epoch time: 12.4052438736s, input_fired_time: 0.0699654967, output_fired_time: 0.0000000000, propagate_forward_time: 12.1018972397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2333812714
validation[          , genome  6674] predictions:    9779/  10000 (97.79%), best:    9773/10000 (97.73%), error:       808.22357, best error:       765.45477 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 127.1884765625s, input_fired_time: 0.6163249612, output_fired_time: 2.5333478451, propagate_forward_time: 34.4414863586, propagate_backward_time: 86.2735595703, weight_update_time: 0.0816195086, other_time: 3.3237609863
epoch time: 10.4480276108s, input_fired_time: 0.0707471743, output_fired_time: 0.0000000000, propagate_forward_time: 10.1429796219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2343006134
validation[          , genome  6674] predictions:    9767/  10000 (97.67%), best:    9773/10000 (97.73%), error:       815.11792, best error:       765.45477 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 140.2978820801s, input_fired_time: 0.6314789057, output_fired_time: 0.5340009332, propagate_forward_time: 45.4901847839, propagate_backward_time: 92.3027648926, weight_update_time: 0.0839521587, other_time: 1.3394470215
epoch time: 12.1660661697s, input_fired_time: 0.0692771524, output_fired_time: 0.0000000000, propagate_forward_time: 11.8717985153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2249908447
validation[          , genome  6674] predictions:    9725/  10000 (97.25%), best:    9773/10000 (97.73%), error:       906.88586, best error:       765.45477 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 140.1090393066s, input_fired_time: 1.6175447702, output_fired_time: 0.5234126449, propagate_forward_time: 45.5251388550, propagate_backward_time: 86.0971450806, weight_update_time: 0.0813560709, other_time: 6.3458099365
epoch time: 10.4620647430s, input_fired_time: 0.0755292252, output_fired_time: 0.0000000000, propagate_forward_time: 10.1554517746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2310838699
validation[          , genome  6674] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       833.45233, best error:       765.45477 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 140.1464080811s, input_fired_time: 1.6230523586, output_fired_time: 0.5232413411, propagate_forward_time: 53.5195579529, propagate_backward_time: 81.1551971436, weight_update_time: 0.0817847550, other_time: 3.3253631592
epoch time: 10.4863529205s, input_fired_time: 0.0711667016, output_fired_time: 0.0000000000, propagate_forward_time: 10.1840639114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2311220169
validation[          , genome  6674] predictions:    9721/  10000 (97.21%), best:    9773/10000 (97.73%), error:       956.29285, best error:       765.45477 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 141.5208129883s, input_fired_time: 0.6095640063, output_fired_time: 2.5407466888, propagate_forward_time: 55.6788825989, propagate_backward_time: 79.3449935913, weight_update_time: 0.0834438354, other_time: 3.3466415405
epoch time: 10.4185056686s, input_fired_time: 0.0707192570, output_fired_time: 0.0000000000, propagate_forward_time: 10.1152963638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2324895859
validation[          , genome  6674] predictions:    9770/  10000 (97.70%), best:    9773/10000 (97.73%), error:       775.97156, best error:       765.45477 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 142.8201293945s, input_fired_time: 2.6259460449, output_fired_time: 3.5494861603, propagate_forward_time: 51.7927131653, propagate_backward_time: 82.5278549194, weight_update_time: 0.0814875364, other_time: 2.3241348267
epoch time: 10.3974590302s, input_fired_time: 1.0765048265, output_fired_time: 0.0000000000, propagate_forward_time: 9.0873193741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2336349487
validation[          , genome  6674] predictions:    9760/  10000 (97.60%), best:    9773/10000 (97.73%), error:       808.74603, best error:       765.45477 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 142.2131042480s, input_fired_time: 1.6241877079, output_fired_time: 0.5265357494, propagate_forward_time: 49.2384490967, propagate_backward_time: 86.4901504517, weight_update_time: 0.0808005482, other_time: 4.3337783813
epoch time: 10.2959022522s, input_fired_time: 0.0732499510, output_fired_time: 0.0000000000, propagate_forward_time: 9.9861135483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2365388870
validation[          , genome  6674] predictions:    9728/  10000 (97.28%), best:    9773/10000 (97.73%), error:       915.46918, best error:       765.45477 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 140.0686340332s, input_fired_time: 0.6121263504, output_fired_time: 0.5317566991, propagate_forward_time: 50.4035263062, propagate_backward_time: 86.1963653564, weight_update_time: 0.0815592110, other_time: 2.3248672485
epoch time: 10.4347314835s, input_fired_time: 0.0706328154, output_fired_time: 0.0000000000, propagate_forward_time: 10.1302413940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2338571548
validation[          , genome  6674] predictions:    9699/  10000 (96.99%), best:    9773/10000 (97.73%), error:       967.06323, best error:       765.45477 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 140.9660797119s, input_fired_time: 0.6161901355, output_fired_time: 4.5637722015, propagate_forward_time: 45.7348861694, propagate_backward_time: 88.7075119019, weight_update_time: 0.0856519565, other_time: 1.3437194824
epoch time: 11.3560733795s, input_fired_time: 0.0712170675, output_fired_time: 0.0000000000, propagate_forward_time: 11.0468263626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2380294800
validation[          , genome  6674] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       756.32526, best error:       756.32526 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 141.9144287109s, input_fired_time: 0.6269875765, output_fired_time: 0.5280483961, propagate_forward_time: 47.8159065247, propagate_backward_time: 89.5809097290, weight_update_time: 0.0856955871, other_time: 3.3625869751
epoch time: 10.2398796082s, input_fired_time: 0.0714139193, output_fired_time: 0.0000000000, propagate_forward_time: 9.9363660812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2320995331
validation[          , genome  6674] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       843.48682, best error:       756.32526 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 142.6700897217s, input_fired_time: 0.6189723611, output_fired_time: 0.5404265523, propagate_forward_time: 50.7882423401, propagate_backward_time: 86.3667907715, weight_update_time: 0.0841391087, other_time: 4.3556671143
epoch time: 10.4952068329s, input_fired_time: 0.0715518519, output_fired_time: 0.0000000000, propagate_forward_time: 10.1876735687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2359809875
validation[          , genome  6674] predictions:    9746/  10000 (97.46%), best:    9781/10000 (97.81%), error:       863.97162, best error:       756.32526 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 141.8889617920s, input_fired_time: 2.6313261986, output_fired_time: 0.5356549621, propagate_forward_time: 43.8211059570, propagate_backward_time: 87.5391998291, weight_update_time: 0.0854768753, other_time: 7.3616638184
epoch time: 12.2718467712s, input_fired_time: 1.0749652386, output_fired_time: 0.0000000000, propagate_forward_time: 10.9625558853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2343254089
validation[          , genome  6674] predictions:    9732/  10000 (97.32%), best:    9781/10000 (97.81%), error:       850.19574, best error:       756.32526 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 139.8148345947s, input_fired_time: 0.6275858283, output_fired_time: 0.5346034765, propagate_forward_time: 40.5979499817, propagate_backward_time: 96.7039566040, weight_update_time: 0.0824494734, other_time: 1.3507461548
epoch time: 10.4501647949s, input_fired_time: 0.0700906441, output_fired_time: 0.0000000000, propagate_forward_time: 10.1467351913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2333393097
validation[          , genome  6674] predictions:    9774/  10000 (97.74%), best:    9781/10000 (97.81%), error:       797.83978, best error:       756.32526 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 143.2175750732s, input_fired_time: 0.6255627871, output_fired_time: 0.5419309139, propagate_forward_time: 47.0458259583, propagate_backward_time: 89.6311111450, weight_update_time: 0.0846963301, other_time: 5.3731460571
epoch time: 11.4973049164s, input_fired_time: 0.0710609183, output_fired_time: 0.0000000000, propagate_forward_time: 11.1861810684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2400627136
validation[          , genome  6674] predictions:    9750/  10000 (97.50%), best:    9781/10000 (97.81%), error:       861.33972, best error:       756.32526 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 143.0654754639s, input_fired_time: 0.6217231154, output_fired_time: 0.5385945439, propagate_forward_time: 52.9614448547, propagate_backward_time: 86.5981979370, weight_update_time: 0.0860612541, other_time: 2.3455276489
epoch time: 9.4813222885s, input_fired_time: 0.0736178085, output_fired_time: 0.0000000000, propagate_forward_time: 9.1726007462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2351036072
validation[          , genome  6674] predictions:    9710/  10000 (97.10%), best:    9781/10000 (97.81%), error:       918.76257, best error:       756.32526 on epoch:    94, 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: 55.3053588867s, input_fired_time: 2.3747310638, output_fired_time: 0.0000000000, propagate_forward_time: 51.6997375488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2308883667
best training[          , genome  6674] predictions:   49683/  50000 (99.37%), best:    9781/10000 (97.81%), error:      1391.58228, best error:       756.32526 on epoch:    94, 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: 10.4974098206s, input_fired_time: 0.0705284178, output_fired_time: 0.0000000000, propagate_forward_time: 10.1863651276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2405166626
   testing[          , genome  6674] predictions:    9777/  10000 (97.77%), best:    9781/10000 (97.81%), error:       729.64362, best error:       756.32526 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:17:45 (6060): called boinc_finish(0)

</stderr_txt>
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