Nameexact_genome_1512568488_43_7001_0
Workunit2606267
Created7 Dec 2017, 23:07:21 UTC
Sent7 Dec 2017, 23:16:32 UTC
Report deadline19 Dec 2017, 13:43:51 UTC
Received8 Dec 2017, 9:26:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 15 min 50 sec
CPU time3 hours 15 min 50 sec
Validate stateValid
Credit2,900.58
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.35 MB
Peak swap size154.81 MB
Peak disk usage1.47 MB

Stderr output

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

epoch time: 109.1458358765s, input_fired_time: 1.2240707874, output_fired_time: 0.7745442390, propagate_forward_time: 42.6470565796, propagate_backward_time: 62.3838272095, weight_update_time: 0.0999807194, other_time: 2.1163406372
epoch time: 8.8172245026s, input_fired_time: 0.1247586906, output_fired_time: 0.0000000000, propagate_forward_time: 8.3349351883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575305939
validation[          , genome  7001] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       840.47430, best error:       840.47430 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 108.1568374634s, input_fired_time: 1.2200644016, output_fired_time: 0.7701216340, propagate_forward_time: 42.2838935852, propagate_backward_time: 61.7982177734, weight_update_time: 0.0983224064, other_time: 2.0845451355
epoch time: 8.9563140869s, input_fired_time: 0.1248893440, output_fired_time: 0.0000000000, propagate_forward_time: 8.4715242386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599004745
validation[          , genome  7001] predictions:    9719/  10000 (97.19%), best:    9735/10000 (97.35%), error:       890.58057, best error:       840.47430 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 107.2332916260s, input_fired_time: 1.2106168270, output_fired_time: 0.7629518509, propagate_forward_time: 41.9199752808, propagate_backward_time: 61.3084869385, weight_update_time: 0.0979039297, other_time: 2.0312576294
epoch time: 8.9981641769s, input_fired_time: 0.1252177805, output_fired_time: 0.0000000000, propagate_forward_time: 8.5105409622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624057770
validation[          , genome  7001] predictions:    9742/  10000 (97.42%), best:    9735/10000 (97.35%), error:       853.10144, best error:       840.47430 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 107.0007476807s, input_fired_time: 1.2371610403, output_fired_time: 0.7577957511, propagate_forward_time: 41.7014045715, propagate_backward_time: 61.1503334045, weight_update_time: 0.1043371111, other_time: 2.1540527344
epoch time: 8.7775344849s, input_fired_time: 0.1309516728, output_fired_time: 0.0000000000, propagate_forward_time: 8.2738113403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727712631
validation[          , genome  7001] predictions:    9723/  10000 (97.23%), best:    9735/10000 (97.35%), error:       880.00977, best error:       840.47430 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 105.6616058350s, input_fired_time: 1.2040954828, output_fired_time: 0.7418902516, propagate_forward_time: 41.3370933533, propagate_backward_time: 60.3608551025, weight_update_time: 0.0965225473, other_time: 2.0176734924
epoch time: 8.7440433502s, input_fired_time: 0.1226828396, output_fired_time: 0.0000000000, propagate_forward_time: 8.2640056610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573551178
validation[          , genome  7001] predictions:    9720/  10000 (97.20%), best:    9735/10000 (97.35%), error:       845.98962, best error:       840.47430 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 106.0741958618s, input_fired_time: 1.2046251297, output_fired_time: 0.7560712099, propagate_forward_time: 41.5084381104, propagate_backward_time: 60.5845680237, weight_update_time: 0.0969628766, other_time: 2.0204887390
epoch time: 8.7336807251s, input_fired_time: 0.1230958849, output_fired_time: 0.0000000000, propagate_forward_time: 8.2608394623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497457504
validation[          , genome  7001] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       720.30786, best error:       720.30786 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 106.0615081787s, input_fired_time: 1.1988685131, output_fired_time: 0.7535994053, propagate_forward_time: 41.4236717224, propagate_backward_time: 60.6912040710, weight_update_time: 0.0964661986, other_time: 1.9941635132
epoch time: 8.7549629211s, input_fired_time: 0.1230557114, output_fired_time: 0.0000000000, propagate_forward_time: 8.2798967361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520107269
validation[          , genome  7001] predictions:    9688/  10000 (96.88%), best:    9770/10000 (97.70%), error:       928.57800, best error:       720.30786 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 109.0904922485s, input_fired_time: 1.2347007990, output_fired_time: 0.7652369738, propagate_forward_time: 42.5882225037, propagate_backward_time: 62.4282913208, weight_update_time: 0.0991405621, other_time: 2.0740432739
epoch time: 9.2547864914s, input_fired_time: 0.1400625259, output_fired_time: 0.0000000000, propagate_forward_time: 8.7367954254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779287338
validation[          , genome  7001] predictions:    9738/  10000 (97.38%), best:    9770/10000 (97.70%), error:       886.15796, best error:       720.30786 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 106.6373367310s, input_fired_time: 1.2445755005, output_fired_time: 0.7530169487, propagate_forward_time: 41.6339492798, propagate_backward_time: 60.8427619934, weight_update_time: 0.1051802859, other_time: 2.1630363464
epoch time: 8.8646554947s, input_fired_time: 0.1253022254, output_fired_time: 0.0000000000, propagate_forward_time: 8.3782234192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611297607
validation[          , genome  7001] predictions:    9739/  10000 (97.39%), best:    9770/10000 (97.70%), error:       803.79968, best error:       720.30786 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 106.7277679443s, input_fired_time: 1.2206038237, output_fired_time: 0.7480746508, propagate_forward_time: 41.7529563904, propagate_backward_time: 60.9662513733, weight_update_time: 0.0977689400, other_time: 2.0398788452
epoch time: 8.8375635147s, input_fired_time: 0.1269102097, output_fired_time: 0.0000000000, propagate_forward_time: 8.3543357849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563175201
validation[          , genome  7001] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       795.28564, best error:       720.30786 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 108.2600784302s, input_fired_time: 1.2281026840, output_fired_time: 0.7586260438, propagate_forward_time: 42.3190078735, propagate_backward_time: 61.8971824646, weight_update_time: 0.0994813219, other_time: 2.0571556091
epoch time: 8.9222717285s, input_fired_time: 0.1266925335, output_fired_time: 0.0000000000, propagate_forward_time: 8.4324169159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631620407
validation[          , genome  7001] predictions:    9777/  10000 (97.77%), best:    9770/10000 (97.70%), error:       756.42865, best error:       720.30786 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 108.6301193237s, input_fired_time: 1.2294617891, output_fired_time: 0.7632780671, propagate_forward_time: 42.4827499390, propagate_backward_time: 62.0880050659, weight_update_time: 0.0990857482, other_time: 2.0666275024
epoch time: 8.8890447617s, input_fired_time: 0.1270575970, output_fired_time: 0.0000000000, propagate_forward_time: 8.4059247971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560619354
validation[          , genome  7001] predictions:    9767/  10000 (97.67%), best:    9770/10000 (97.70%), error:       750.90533, best error:       720.30786 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 107.8766708374s, input_fired_time: 1.2215144634, output_fired_time: 0.7580567002, propagate_forward_time: 42.1370086670, propagate_backward_time: 61.7221374512, weight_update_time: 0.0984233618, other_time: 2.0379562378
epoch time: 8.9528779984s, input_fired_time: 0.1341567039, output_fired_time: 0.0000000000, propagate_forward_time: 8.4375314713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811903000
validation[          , genome  7001] predictions:    9768/  10000 (97.68%), best:    9770/10000 (97.70%), error:       756.52576, best error:       720.30786 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 107.0928497314s, input_fired_time: 1.2265435457, output_fired_time: 0.7584461570, propagate_forward_time: 41.8607673645, propagate_backward_time: 61.1862716675, weight_update_time: 0.0983737558, other_time: 2.0608177185
epoch time: 8.7729234695s, input_fired_time: 0.1265373826, output_fired_time: 0.0000000000, propagate_forward_time: 8.2820730209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643131256
validation[          , genome  7001] predictions:    9724/  10000 (97.24%), best:    9770/10000 (97.70%), error:       876.83649, best error:       720.30786 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 106.7656021118s, input_fired_time: 1.2292749882, output_fired_time: 0.7471686006, propagate_forward_time: 41.7143058777, propagate_backward_time: 60.9930458069, weight_update_time: 0.0981354266, other_time: 2.0818023682
epoch time: 8.7626876831s, input_fired_time: 0.1279159933, output_fired_time: 0.0000000000, propagate_forward_time: 8.2721624374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626089096
validation[          , genome  7001] predictions:    9757/  10000 (97.57%), best:    9770/10000 (97.70%), error:       801.77191, best error:       720.30786 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 107.1381378174s, input_fired_time: 1.2265250683, output_fired_time: 0.7574136853, propagate_forward_time: 41.8791923523, propagate_backward_time: 61.2058143616, weight_update_time: 0.0981457010, other_time: 2.0691909790
epoch time: 8.9469413757s, input_fired_time: 0.1301085055, output_fired_time: 0.0000000000, propagate_forward_time: 8.4516229630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652095795
validation[          , genome  7001] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       744.94751, best error:       720.30786 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 107.4587783813s, input_fired_time: 1.2308082581, output_fired_time: 0.7587726116, propagate_forward_time: 41.9915199280, propagate_backward_time: 61.3987159729, weight_update_time: 0.0990358815, other_time: 2.0789566040
epoch time: 8.9169588089s, input_fired_time: 0.1289800704, output_fired_time: 0.0000000000, propagate_forward_time: 8.4171772003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708019257
validation[          , genome  7001] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       734.92902, best error:       720.30786 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 107.6811294556s, input_fired_time: 1.2364835739, output_fired_time: 0.7561993599, propagate_forward_time: 42.0907707214, propagate_backward_time: 61.4942245483, weight_update_time: 0.0994970500, other_time: 2.1034507751
epoch time: 9.0686368942s, input_fired_time: 0.1335071474, output_fired_time: 0.0000000000, propagate_forward_time: 8.5579442978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771858215
validation[          , genome  7001] predictions:    9596/  10000 (95.96%), best:    9770/10000 (97.70%), error:      1255.78760, best error:       720.30786 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 107.6756515503s, input_fired_time: 1.2365859747, output_fired_time: 0.7584700584, propagate_forward_time: 42.0613250732, propagate_backward_time: 61.5315513611, weight_update_time: 0.0987860337, other_time: 2.0877189636
epoch time: 9.0255355835s, input_fired_time: 0.1316090077, output_fired_time: 0.0000000000, propagate_forward_time: 8.5180816650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758449554
validation[          , genome  7001] predictions:    9637/  10000 (96.37%), best:    9770/10000 (97.70%), error:      1202.53503, best error:       720.30786 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 107.7828598022s, input_fired_time: 1.2395074368, output_fired_time: 0.7526056767, propagate_forward_time: 42.0612716675, propagate_backward_time: 61.6255531311, weight_update_time: 0.0992908627, other_time: 2.1039161682
epoch time: 9.1716222763s, input_fired_time: 0.1328446120, output_fired_time: 0.0000000000, propagate_forward_time: 8.6633796692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753976822
validation[          , genome  7001] predictions:    9767/  10000 (97.67%), best:    9770/10000 (97.70%), error:       730.82397, best error:       720.30786 on epoch:    19, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 107.1641387939s, input_fired_time: 1.2270777225, output_fired_time: 0.7548620105, propagate_forward_time: 41.7660369873, propagate_backward_time: 61.3421516418, weight_update_time: 0.0983338729, other_time: 2.0740089417
epoch time: 8.7935018539s, input_fired_time: 0.1272492707, output_fired_time: 0.0000000000, propagate_forward_time: 8.2988271713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674249649
validation[          , genome  7001] predictions:    9756/  10000 (97.56%), best:    9770/10000 (97.70%), error:       811.82825, best error:       720.30786 on epoch:    19, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 106.8184204102s, input_fired_time: 1.2404016256, output_fired_time: 0.7507261038, propagate_forward_time: 41.6799316406, propagate_backward_time: 61.0677146912, weight_update_time: 0.0983370095, other_time: 2.0796470642
epoch time: 8.7677965164s, input_fired_time: 0.1311898082, output_fired_time: 0.0000000000, propagate_forward_time: 8.2749481201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616590500
validation[          , genome  7001] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       706.69666, best error:       706.69666 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 107.7564620972s, input_fired_time: 1.2453368902, output_fired_time: 0.7583162189, propagate_forward_time: 42.1521873474, propagate_backward_time: 61.5103607178, weight_update_time: 0.0995578840, other_time: 2.0902595520
epoch time: 8.9327478409s, input_fired_time: 0.1314240247, output_fired_time: 0.0000000000, propagate_forward_time: 8.4336175919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677062988
validation[          , genome  7001] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       687.15253, best error:       687.15253 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 109.5196609497s, input_fired_time: 1.2517260313, output_fired_time: 0.7667137384, propagate_forward_time: 42.7558631897, propagate_backward_time: 62.6445770264, weight_update_time: 0.1004763544, other_time: 2.1007843018
epoch time: 9.0566987991s, input_fired_time: 0.1323281676, output_fired_time: 0.0000000000, propagate_forward_time: 8.5592298508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651409149
validation[          , genome  7001] predictions:    9783/  10000 (97.83%), best:    9767/10000 (97.67%), error:       702.84766, best error:       687.15253 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 108.5756607056s, input_fired_time: 1.2498000860, output_fired_time: 0.7597706914, propagate_forward_time: 42.3163566589, propagate_backward_time: 62.1643867493, weight_update_time: 0.1000284106, other_time: 2.0853385925
epoch time: 8.7667684555s, input_fired_time: 0.1276837438, output_fired_time: 0.0000000000, propagate_forward_time: 8.2823019028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567829132
validation[          , genome  7001] predictions:    9779/  10000 (97.79%), best:    9767/10000 (97.67%), error:       707.02258, best error:       687.15253 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 107.6241226196s, input_fired_time: 1.2370744944, output_fired_time: 0.7586877346, propagate_forward_time: 42.0308570862, propagate_backward_time: 61.5357017517, weight_update_time: 0.0991450325, other_time: 2.0617980957
epoch time: 9.0688791275s, input_fired_time: 0.1316098571, output_fired_time: 0.0000000000, propagate_forward_time: 8.5691528320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681163788
validation[          , genome  7001] predictions:    9777/  10000 (97.77%), best:    9767/10000 (97.67%), error:       754.49506, best error:       687.15253 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 107.2729644775s, input_fired_time: 1.2375143766, output_fired_time: 0.7532103062, propagate_forward_time: 41.9314041138, propagate_backward_time: 61.2884559631, weight_update_time: 0.0990442336, other_time: 2.0623817444
epoch time: 8.9805870056s, input_fired_time: 0.1303531229, output_fired_time: 0.0000000000, propagate_forward_time: 8.4869499207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632841110
validation[          , genome  7001] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       681.94543, best error:       681.94543 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 106.8275299072s, input_fired_time: 1.2336614132, output_fired_time: 0.7484483719, propagate_forward_time: 41.7066192627, propagate_backward_time: 61.0904464722, weight_update_time: 0.0984623581, other_time: 2.0483551025
epoch time: 8.8772315979s, input_fired_time: 0.1297116727, output_fired_time: 0.0000000000, propagate_forward_time: 8.3869152069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606042862
validation[          , genome  7001] predictions:    9785/  10000 (97.85%), best:    9799/10000 (97.99%), error:       696.27515, best error:       681.94543 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 106.5676345825s, input_fired_time: 1.2344470024, output_fired_time: 0.7502626181, propagate_forward_time: 41.6443710327, propagate_backward_time: 60.8772087097, weight_update_time: 0.0989282057, other_time: 2.0613517761
epoch time: 8.8253364563s, input_fired_time: 0.1300993562, output_fired_time: 0.0000000000, propagate_forward_time: 8.3264350891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688020706
validation[          , genome  7001] predictions:    9781/  10000 (97.81%), best:    9799/10000 (97.99%), error:       726.77936, best error:       681.94543 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 108.0464553833s, input_fired_time: 1.2381911278, output_fired_time: 0.7551524043, propagate_forward_time: 42.2374649048, propagate_backward_time: 61.7416572571, weight_update_time: 0.0992216840, other_time: 2.0739936829
epoch time: 9.5235538483s, input_fired_time: 0.1367369890, output_fired_time: 0.0000000000, propagate_forward_time: 9.0058641434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809528351
validation[          , genome  7001] predictions:    9778/  10000 (97.78%), best:    9799/10000 (97.99%), error:       718.27924, best error:       681.94543 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 108.4272003174s, input_fired_time: 1.2391970158, output_fired_time: 0.7574708462, propagate_forward_time: 42.3673515320, propagate_backward_time: 61.9919052124, weight_update_time: 0.0993585140, other_time: 2.0712814331
epoch time: 8.7916765213s, input_fired_time: 0.1343583614, output_fired_time: 0.0000000000, propagate_forward_time: 8.3038616180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534564972
validation[          , genome  7001] predictions:    9759/  10000 (97.59%), best:    9799/10000 (97.99%), error:       820.57562, best error:       681.94543 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 106.0214004517s, input_fired_time: 1.2133123875, output_fired_time: 0.7548364997, propagate_forward_time: 41.4261474609, propagate_backward_time: 60.6148986816, weight_update_time: 0.0975527167, other_time: 2.0122070312
epoch time: 8.7422866821s, input_fired_time: 0.1272085458, output_fired_time: 0.0000000000, propagate_forward_time: 8.2588520050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562259674
validation[          , genome  7001] predictions:    9759/  10000 (97.59%), best:    9799/10000 (97.99%), error:       799.01807, best error:       681.94543 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 105.8219528198s, input_fired_time: 1.2120784521, output_fired_time: 0.7494478822, propagate_forward_time: 41.3599586487, propagate_backward_time: 60.4795913696, weight_update_time: 0.0974567235, other_time: 2.0208702087
epoch time: 8.7457456589s, input_fired_time: 0.1267305315, output_fired_time: 0.0000000000, propagate_forward_time: 8.2655229568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534917831
validation[          , genome  7001] predictions:    9743/  10000 (97.43%), best:    9799/10000 (97.99%), error:       815.31750, best error:       681.94543 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 105.7948760986s, input_fired_time: 1.2134158611, output_fired_time: 0.7402667999, propagate_forward_time: 41.3993835449, propagate_backward_time: 60.4189682007, weight_update_time: 0.0973434150, other_time: 2.0228424072
epoch time: 8.7543525696s, input_fired_time: 0.1269653291, output_fired_time: 0.0000000000, propagate_forward_time: 8.2695598602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578271866
validation[          , genome  7001] predictions:    9749/  10000 (97.49%), best:    9799/10000 (97.99%), error:       805.44635, best error:       681.94543 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 106.1081619263s, input_fired_time: 1.2266033888, output_fired_time: 0.7447474599, propagate_forward_time: 41.4317016602, propagate_backward_time: 60.6641654968, weight_update_time: 0.0976212174, other_time: 2.0409431458
epoch time: 8.8253364563s, input_fired_time: 0.1280920953, output_fired_time: 0.0000000000, propagate_forward_time: 8.3362026215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610420227
validation[          , genome  7001] predictions:    9767/  10000 (97.67%), best:    9799/10000 (97.99%), error:       787.20404, best error:       681.94543 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 106.2424850464s, input_fired_time: 1.2274153233, output_fired_time: 0.7473822236, propagate_forward_time: 41.5164070129, propagate_backward_time: 60.7023658752, weight_update_time: 0.0977782384, other_time: 2.0489120483
epoch time: 8.7565002441s, input_fired_time: 0.1286595017, output_fired_time: 0.0000000000, propagate_forward_time: 8.2731075287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547334671
validation[          , genome  7001] predictions:    9735/  10000 (97.35%), best:    9799/10000 (97.99%), error:       852.68555, best error:       681.94543 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 105.9713821411s, input_fired_time: 1.2280528545, output_fired_time: 0.7490397692, propagate_forward_time: 41.4135704041, propagate_backward_time: 60.5526008606, weight_update_time: 0.0977349356, other_time: 2.0281219482
epoch time: 8.7718448639s, input_fired_time: 0.1308815628, output_fired_time: 0.0000000000, propagate_forward_time: 8.2850914001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558721542
validation[          , genome  7001] predictions:    9760/  10000 (97.60%), best:    9799/10000 (97.99%), error:       789.06360, best error:       681.94543 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 105.9405670166s, input_fired_time: 1.2313693762, output_fired_time: 0.7499774694, propagate_forward_time: 41.4637985229, propagate_backward_time: 60.4704818726, weight_update_time: 0.0975288525, other_time: 2.0249404907
epoch time: 8.7463979721s, input_fired_time: 0.1301089972, output_fired_time: 0.0000000000, propagate_forward_time: 8.2597846985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565044403
validation[          , genome  7001] predictions:    9733/  10000 (97.33%), best:    9799/10000 (97.99%), error:       854.71729, best error:       681.94543 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 105.8554763794s, input_fired_time: 1.2212084532, output_fired_time: 0.7597861886, propagate_forward_time: 41.3874435425, propagate_backward_time: 60.4638175964, weight_update_time: 0.0975712165, other_time: 2.0232200623
epoch time: 8.7428722382s, input_fired_time: 0.1258231848, output_fired_time: 0.0000000000, propagate_forward_time: 8.2632369995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538122177
validation[          , genome  7001] predictions:    9780/  10000 (97.80%), best:    9799/10000 (97.99%), error:       692.85773, best error:       681.94543 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 105.8649597168s, input_fired_time: 1.2157068253, output_fired_time: 0.7433272600, propagate_forward_time: 41.3399925232, propagate_backward_time: 60.5345954895, weight_update_time: 0.0977366716, other_time: 2.0313415527
epoch time: 8.8345251083s, input_fired_time: 0.1295671016, output_fired_time: 0.0000000000, propagate_forward_time: 8.3411808014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637771606
validation[          , genome  7001] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       665.48206, best error:       665.48206 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 105.6857833862s, input_fired_time: 1.2225641012, output_fired_time: 0.7408593297, propagate_forward_time: 41.3249015808, propagate_backward_time: 60.3534240723, weight_update_time: 0.0976199210, other_time: 2.0440330505
epoch time: 8.9107065201s, input_fired_time: 0.1311977804, output_fired_time: 0.0000000000, propagate_forward_time: 8.4204263687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590822220
validation[          , genome  7001] predictions:    9770/  10000 (97.70%), best:    9787/10000 (97.87%), error:       739.35358, best error:       665.48206 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 105.8398666382s, input_fired_time: 1.2261542082, output_fired_time: 0.7419115305, propagate_forward_time: 41.3563499451, propagate_backward_time: 60.4753570557, weight_update_time: 0.0974568501, other_time: 2.0400962830
epoch time: 8.7469978333s, input_fired_time: 0.1272393167, output_fired_time: 0.0000000000, propagate_forward_time: 8.2649497986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548088074
validation[          , genome  7001] predictions:    9765/  10000 (97.65%), best:    9787/10000 (97.87%), error:       739.48248, best error:       665.48206 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 105.8289642334s, input_fired_time: 1.2266256809, output_fired_time: 0.7560656071, propagate_forward_time: 41.3978424072, propagate_backward_time: 60.4190330505, weight_update_time: 0.0975546688, other_time: 2.0293998718
epoch time: 8.7439603806s, input_fired_time: 0.1278622150, output_fired_time: 0.0000000000, propagate_forward_time: 8.2585697174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575286865
validation[          , genome  7001] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       644.38141, best error:       644.38141 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 105.8409576416s, input_fired_time: 1.2305941582, output_fired_time: 0.7494620681, propagate_forward_time: 41.4160804749, propagate_backward_time: 60.4212608337, weight_update_time: 0.0975745097, other_time: 2.0235671997
epoch time: 8.7442655563s, input_fired_time: 0.1296038181, output_fired_time: 0.0000000000, propagate_forward_time: 8.2607793808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538827896
validation[          , genome  7001] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       709.15826, best error:       644.38141 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 105.7763900757s, input_fired_time: 1.2291196585, output_fired_time: 0.7488557100, propagate_forward_time: 41.3362770081, propagate_backward_time: 60.4384460449, weight_update_time: 0.0975288078, other_time: 2.0236930847
epoch time: 8.7441625595s, input_fired_time: 0.1284315437, output_fired_time: 0.0000000000, propagate_forward_time: 8.2600593567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556718826
validation[          , genome  7001] predictions:    9791/  10000 (97.91%), best:    9805/10000 (98.05%), error:       709.48065, best error:       644.38141 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 105.7238311768s, input_fired_time: 1.2303529978, output_fired_time: 0.7526088953, propagate_forward_time: 41.3148498535, propagate_backward_time: 60.4010124207, weight_update_time: 0.0975355357, other_time: 2.0250053406
epoch time: 8.7751426697s, input_fired_time: 0.1312173605, output_fired_time: 0.0000000000, propagate_forward_time: 8.2814407349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624849319
validation[          , genome  7001] predictions:    9730/  10000 (97.30%), best:    9805/10000 (98.05%), error:       886.59497, best error:       644.38141 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 105.7432861328s, input_fired_time: 1.2316232920, output_fired_time: 0.7480331063, propagate_forward_time: 41.3513679504, propagate_backward_time: 60.3761100769, weight_update_time: 0.0974979773, other_time: 2.0361557007
epoch time: 8.7628679276s, input_fired_time: 0.1293936968, output_fired_time: 0.0000000000, propagate_forward_time: 8.2783851624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550891876
validation[          , genome  7001] predictions:    9784/  10000 (97.84%), best:    9805/10000 (98.05%), error:       717.25916, best error:       644.38141 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 105.9240264893s, input_fired_time: 1.2324941158, output_fired_time: 0.7574429512, propagate_forward_time: 41.4202575684, propagate_backward_time: 60.4806518555, weight_update_time: 0.0976291373, other_time: 2.0331802368
epoch time: 8.7472791672s, input_fired_time: 0.1296840608, output_fired_time: 0.0000000000, propagate_forward_time: 8.2635173798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540773392
validation[          , genome  7001] predictions:    9742/  10000 (97.42%), best:    9805/10000 (98.05%), error:       821.00024, best error:       644.38141 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 105.8936538696s, input_fired_time: 1.2333310843, output_fired_time: 0.7539096475, propagate_forward_time: 41.3750610352, propagate_backward_time: 60.5074310303, weight_update_time: 0.0974752679, other_time: 2.0239257812
epoch time: 8.7473783493s, input_fired_time: 0.1291937083, output_fired_time: 0.0000000000, propagate_forward_time: 8.2603693008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578157425
validation[          , genome  7001] predictions:    9769/  10000 (97.69%), best:    9805/10000 (98.05%), error:       730.27362, best error:       644.38141 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 105.8432083130s, input_fired_time: 1.2336151600, output_fired_time: 0.7576473355, propagate_forward_time: 41.4071235657, propagate_backward_time: 60.4252319336, weight_update_time: 0.0973355994, other_time: 2.0195960999
epoch time: 8.7443475723s, input_fired_time: 0.1304503083, output_fired_time: 0.0000000000, propagate_forward_time: 8.2597074509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541898727
validation[          , genome  7001] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       628.40173, best error:       628.40173 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 105.6318740845s, input_fired_time: 1.2330367565, output_fired_time: 0.7561567426, propagate_forward_time: 41.3085365295, propagate_backward_time: 60.3209228516, weight_update_time: 0.0973524600, other_time: 2.0132179260
epoch time: 8.7382373810s, input_fired_time: 0.1291083694, output_fired_time: 0.0000000000, propagate_forward_time: 8.2566108704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525180817
validation[          , genome  7001] predictions:    9781/  10000 (97.81%), best:    9810/10000 (98.10%), error:       678.00836, best error:       628.40173 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 105.8916015625s, input_fired_time: 1.2321097851, output_fired_time: 0.7494519353, propagate_forward_time: 41.4448204041, propagate_backward_time: 60.4588966370, weight_update_time: 0.0972499028, other_time: 2.0063247681
epoch time: 8.7469873428s, input_fired_time: 0.1291192770, output_fired_time: 0.0000000000, propagate_forward_time: 8.2600221634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578462601
validation[          , genome  7001] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       655.23950, best error:       628.40173 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 105.7434539795s, input_fired_time: 1.2314734459, output_fired_time: 0.7468962669, propagate_forward_time: 41.3690719604, propagate_backward_time: 60.3666458130, weight_update_time: 0.0972964615, other_time: 2.0293655396
epoch time: 8.7472686768s, input_fired_time: 0.1283327788, output_fired_time: 0.0000000000, propagate_forward_time: 8.2646369934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542985916
validation[          , genome  7001] predictions:    9768/  10000 (97.68%), best:    9810/10000 (98.10%), error:       785.18835, best error:       628.40173 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 106.5427246094s, input_fired_time: 1.2393401861, output_fired_time: 0.7497186661, propagate_forward_time: 41.6226654053, propagate_backward_time: 60.8856124878, weight_update_time: 0.0981200039, other_time: 2.0453872681
epoch time: 8.7474155426s, input_fired_time: 0.1294566691, output_fired_time: 0.0000000000, propagate_forward_time: 8.2626628876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552961349
validation[          , genome  7001] predictions:    9735/  10000 (97.35%), best:    9810/10000 (98.10%), error:       797.23419, best error:       628.40173 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 106.6463012695s, input_fired_time: 1.2438087463, output_fired_time: 0.7581243515, propagate_forward_time: 41.6334686279, propagate_backward_time: 60.9532051086, weight_update_time: 0.0991532281, other_time: 2.0576972961
epoch time: 8.8206911087s, input_fired_time: 0.1327715665, output_fired_time: 0.0000000000, propagate_forward_time: 8.3275127411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604068756
validation[          , genome  7001] predictions:    9758/  10000 (97.58%), best:    9810/10000 (98.10%), error:       768.72467, best error:       628.40173 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 106.5093383789s, input_fired_time: 1.2821455002, output_fired_time: 0.7524741292, propagate_forward_time: 41.5167732239, propagate_backward_time: 60.7277526855, weight_update_time: 0.1070201993, other_time: 2.2301979065
epoch time: 8.7847023010s, input_fired_time: 0.1378273517, output_fired_time: 0.0000000000, propagate_forward_time: 8.2719793320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748960495
validation[          , genome  7001] predictions:    9731/  10000 (97.31%), best:    9810/10000 (98.10%), error:       872.02875, best error:       628.40173 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 106.2723236084s, input_fired_time: 1.2796729803, output_fired_time: 0.7492984533, propagate_forward_time: 41.4528923035, propagate_backward_time: 60.5808334351, weight_update_time: 0.1068242267, other_time: 2.2096290588
epoch time: 8.7730197906s, input_fired_time: 0.1365074217, output_fired_time: 0.0000000000, propagate_forward_time: 8.2639541626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725585938
validation[          , genome  7001] predictions:    9753/  10000 (97.53%), best:    9810/10000 (98.10%), error:       769.85071, best error:       628.40173 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 107.6688537598s, input_fired_time: 1.2800911665, output_fired_time: 0.7600051761, propagate_forward_time: 42.0144195557, propagate_backward_time: 61.4468345642, weight_update_time: 0.1051445529, other_time: 2.1675071716
epoch time: 8.9073877335s, input_fired_time: 0.1323774606, output_fired_time: 0.0000000000, propagate_forward_time: 8.4103050232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647050858
validation[          , genome  7001] predictions:    9775/  10000 (97.75%), best:    9810/10000 (98.10%), error:       670.51831, best error:       628.40173 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 105.8013458252s, input_fired_time: 1.2351171970, output_fired_time: 0.7504007220, propagate_forward_time: 41.3625717163, propagate_backward_time: 60.4387092590, weight_update_time: 0.0970534608, other_time: 2.0145454407
epoch time: 8.7781105042s, input_fired_time: 0.1299711764, output_fired_time: 0.0000000000, propagate_forward_time: 8.2958765030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522624969
validation[          , genome  7001] predictions:    9781/  10000 (97.81%), best:    9810/10000 (98.10%), error:       699.06555, best error:       628.40173 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 105.9477691650s, input_fired_time: 1.2399541140, output_fired_time: 0.7486174107, propagate_forward_time: 41.4236679077, propagate_backward_time: 60.5217819214, weight_update_time: 0.0973057076, other_time: 2.0137481689
epoch time: 8.7435235977s, input_fired_time: 0.1303490698, output_fired_time: 0.0000000000, propagate_forward_time: 8.2608451843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3523292542
validation[          , genome  7001] predictions:    9771/  10000 (97.71%), best:    9810/10000 (98.10%), error:       751.28772, best error:       628.40173 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 107.4721527100s, input_fired_time: 1.2839589119, output_fired_time: 0.7592130303, propagate_forward_time: 41.9198150635, propagate_backward_time: 61.3497009277, weight_update_time: 0.1037776619, other_time: 2.1594619751
epoch time: 8.9471073151s, input_fired_time: 0.1363380700, output_fired_time: 0.0000000000, propagate_forward_time: 8.4421606064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686084747
validation[          , genome  7001] predictions:    9803/  10000 (98.03%), best:    9810/10000 (98.10%), error:       683.14441, best error:       628.40173 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 110.0273208618s, input_fired_time: 1.2909049988, output_fired_time: 0.7716287971, propagate_forward_time: 42.9585952759, propagate_backward_time: 62.8651351929, weight_update_time: 0.1038351357, other_time: 2.1410598755
epoch time: 8.8363924026s, input_fired_time: 0.1341547817, output_fired_time: 0.0000000000, propagate_forward_time: 8.3407115936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615264893
validation[          , genome  7001] predictions:    9738/  10000 (97.38%), best:    9810/10000 (98.10%), error:       831.87732, best error:       628.40173 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 106.8030014038s, input_fired_time: 1.2506736517, output_fired_time: 0.7517461777, propagate_forward_time: 41.6625213623, propagate_backward_time: 61.0988044739, weight_update_time: 0.0983713120, other_time: 2.0392570496
epoch time: 8.7788801193s, input_fired_time: 0.1314722896, output_fired_time: 0.0000000000, propagate_forward_time: 8.2918138504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555936813
validation[          , genome  7001] predictions:    9767/  10000 (97.67%), best:    9810/10000 (98.10%), error:       675.25702, best error:       628.40173 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 107.9562072754s, input_fired_time: 1.2713661194, output_fired_time: 0.7573158741, propagate_forward_time: 42.1762619019, propagate_backward_time: 61.6496276855, weight_update_time: 0.1014382318, other_time: 2.1016387939
epoch time: 8.7588653564s, input_fired_time: 0.1339360774, output_fired_time: 0.0000000000, propagate_forward_time: 8.2644176483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605117798
validation[          , genome  7001] predictions:    9765/  10000 (97.65%), best:    9810/10000 (98.10%), error:       785.29968, best error:       628.40173 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 106.1884460449s, input_fired_time: 1.2521209717, output_fired_time: 0.7463458776, propagate_forward_time: 41.4760856628, propagate_backward_time: 60.6606674194, weight_update_time: 0.0979025960, other_time: 2.0532264709
epoch time: 8.9378271103s, input_fired_time: 0.1368520856, output_fired_time: 0.0000000000, propagate_forward_time: 8.4415836334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593912125
validation[          , genome  7001] predictions:    9781/  10000 (97.81%), best:    9810/10000 (98.10%), error:       730.09229, best error:       628.40173 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 108.1367874146s, input_fired_time: 1.2618870735, output_fired_time: 0.7671694756, propagate_forward_time: 42.1918716431, propagate_backward_time: 61.8569450378, weight_update_time: 0.0991603360, other_time: 2.0589179993
epoch time: 8.9125270844s, input_fired_time: 0.1347737759, output_fired_time: 0.0000000000, propagate_forward_time: 8.4208021164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569507599
validation[          , genome  7001] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       661.80035, best error:       628.40173 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 108.4439773560s, input_fired_time: 1.2628459930, output_fired_time: 0.7641395330, propagate_forward_time: 42.3176002502, propagate_backward_time: 62.0435447693, weight_update_time: 0.0996248573, other_time: 2.0558509827
epoch time: 9.1283264160s, input_fired_time: 0.1371113658, output_fired_time: 0.0000000000, propagate_forward_time: 8.6248970032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663177490
validation[          , genome  7001] predictions:    9789/  10000 (97.89%), best:    9810/10000 (98.10%), error:       767.00946, best error:       628.40173 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 106.1599197388s, input_fired_time: 1.2467867136, output_fired_time: 0.7544590831, propagate_forward_time: 41.4738426208, propagate_backward_time: 60.6762695312, weight_update_time: 0.0974830464, other_time: 2.0085639954
epoch time: 8.7856779099s, input_fired_time: 0.1334914714, output_fired_time: 0.0000000000, propagate_forward_time: 8.2978200912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543663025
validation[          , genome  7001] predictions:    9762/  10000 (97.62%), best:    9810/10000 (98.10%), error:       782.67975, best error:       628.40173 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 106.8362045288s, input_fired_time: 1.2555713654, output_fired_time: 0.7550111413, propagate_forward_time: 41.7360458374, propagate_backward_time: 61.0654869080, weight_update_time: 0.0980728269, other_time: 2.0240898132
epoch time: 8.7898120880s, input_fired_time: 0.1327538192, output_fired_time: 0.0000000000, propagate_forward_time: 8.2989006042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581581116
validation[          , genome  7001] predictions:    9785/  10000 (97.85%), best:    9810/10000 (98.10%), error:       673.77075, best error:       628.40173 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 106.9049301147s, input_fired_time: 1.2559438944, output_fired_time: 0.7575459480, propagate_forward_time: 41.8002395630, propagate_backward_time: 61.0737648010, weight_update_time: 0.0975522324, other_time: 2.0174369812
epoch time: 8.7539243698s, input_fired_time: 0.1337438822, output_fired_time: 0.0000000000, propagate_forward_time: 8.2682762146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3519039154
validation[          , genome  7001] predictions:    9754/  10000 (97.54%), best:    9810/10000 (98.10%), error:       772.12616, best error:       628.40173 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 106.9960708618s, input_fired_time: 1.2599043846, output_fired_time: 0.7655844688, propagate_forward_time: 41.8555183411, propagate_backward_time: 61.0927581787, weight_update_time: 0.0976140201, other_time: 2.0223045349
epoch time: 9.1214408875s, input_fired_time: 0.1356718391, output_fired_time: 0.0000000000, propagate_forward_time: 8.6245298386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612394333
validation[          , genome  7001] predictions:    9779/  10000 (97.79%), best:    9810/10000 (98.10%), error:       697.25403, best error:       628.40173 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 107.0491256714s, input_fired_time: 1.2550346851, output_fired_time: 0.7630743384, propagate_forward_time: 41.8078269958, propagate_backward_time: 61.2105331421, weight_update_time: 0.0984253138, other_time: 2.0126533508
epoch time: 8.8313455582s, input_fired_time: 0.1339365840, output_fired_time: 0.0000000000, propagate_forward_time: 8.3428306580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545780182
validation[          , genome  7001] predictions:    9789/  10000 (97.89%), best:    9810/10000 (98.10%), error:       717.65192, best error:       628.40173 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 106.2556304932s, input_fired_time: 1.2479928732, output_fired_time: 0.7527524829, propagate_forward_time: 41.5550842285, propagate_backward_time: 60.7027816772, weight_update_time: 0.0972915441, other_time: 1.9970169067
epoch time: 8.9666032791s, input_fired_time: 0.1351849884, output_fired_time: 0.0000000000, propagate_forward_time: 8.4695167542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619012833
validation[          , genome  7001] predictions:    9794/  10000 (97.94%), best:    9810/10000 (98.10%), error:       661.02960, best error:       628.40173 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 106.1781845093s, input_fired_time: 1.2505587339, output_fired_time: 0.7552455664, propagate_forward_time: 41.5236740112, propagate_backward_time: 60.6589317322, weight_update_time: 0.0970145464, other_time: 1.9897727966
epoch time: 8.7684240341s, input_fired_time: 0.1322412640, output_fired_time: 0.0000000000, propagate_forward_time: 8.2839260101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522567749
validation[          , genome  7001] predictions:    9789/  10000 (97.89%), best:    9810/10000 (98.10%), error:       663.75775, best error:       628.40173 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 106.1884689331s, input_fired_time: 1.2518593073, output_fired_time: 0.7459303141, propagate_forward_time: 41.5198097229, propagate_backward_time: 60.6670417786, weight_update_time: 0.0973728225, other_time: 2.0038223267
epoch time: 8.7769231796s, input_fired_time: 0.1341175735, output_fired_time: 0.0000000000, propagate_forward_time: 8.2854185104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573875427
validation[          , genome  7001] predictions:    9797/  10000 (97.97%), best:    9810/10000 (98.10%), error:       674.27008, best error:       628.40173 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 108.7448043823s, input_fired_time: 1.2747865915, output_fired_time: 0.7598338127, propagate_forward_time: 42.4538040161, propagate_backward_time: 62.1749839783, weight_update_time: 0.0996854156, other_time: 2.0813941956
epoch time: 9.0231103897s, input_fired_time: 0.1418727189, output_fired_time: 0.0000000000, propagate_forward_time: 8.5003213882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809165955
validation[          , genome  7001] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       706.81891, best error:       628.40173 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 109.4205780029s, input_fired_time: 1.2837198973, output_fired_time: 0.7626420856, propagate_forward_time: 42.6537818909, propagate_backward_time: 62.6007347107, weight_update_time: 0.1004512310, other_time: 2.1196937561
epoch time: 9.0071763992s, input_fired_time: 0.1377349496, output_fired_time: 0.0000000000, propagate_forward_time: 8.5002670288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691740036
validation[          , genome  7001] predictions:    9766/  10000 (97.66%), best:    9810/10000 (98.10%), error:       775.64142, best error:       628.40173 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 108.6228103638s, input_fired_time: 1.2639987469, output_fired_time: 0.7597758770, propagate_forward_time: 42.3728141785, propagate_backward_time: 62.1565589905, weight_update_time: 0.0997960195, other_time: 2.0696678162
epoch time: 8.7750568390s, input_fired_time: 0.1343470812, output_fired_time: 0.0000000000, propagate_forward_time: 8.2830047607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577051163
validation[          , genome  7001] predictions:    9774/  10000 (97.74%), best:    9810/10000 (98.10%), error:       721.58276, best error:       628.40173 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 107.0116577148s, input_fired_time: 1.2527192831, output_fired_time: 0.7498713136, propagate_forward_time: 41.7887687683, propagate_backward_time: 61.1702308655, weight_update_time: 0.0983371958, other_time: 2.0500717163
epoch time: 8.7974023819s, input_fired_time: 0.1339534223, output_fired_time: 0.0000000000, propagate_forward_time: 8.3058357239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576135635
validation[          , genome  7001] predictions:    9782/  10000 (97.82%), best:    9810/10000 (98.10%), error:       734.83423, best error:       628.40173 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 106.8321533203s, input_fired_time: 1.2482883930, output_fired_time: 0.7476669550, propagate_forward_time: 41.7283706665, propagate_backward_time: 61.0667495728, weight_update_time: 0.0978111774, other_time: 2.0410766602
epoch time: 9.0245256424s, input_fired_time: 0.1384855509, output_fired_time: 0.0000000000, propagate_forward_time: 8.5130081177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730316162
validation[          , genome  7001] predictions:    9765/  10000 (97.65%), best:    9810/10000 (98.10%), error:       738.35870, best error:       628.40173 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 110.8186264038s, input_fired_time: 1.2887767553, output_fired_time: 0.7757638097, propagate_forward_time: 43.2345161438, propagate_backward_time: 63.4027900696, weight_update_time: 0.1009939089, other_time: 2.1167716980
epoch time: 8.8184795380s, input_fired_time: 0.1350789517, output_fired_time: 0.0000000000, propagate_forward_time: 8.3244218826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589782715
validation[          , genome  7001] predictions:    9789/  10000 (97.89%), best:    9810/10000 (98.10%), error:       665.61127, best error:       628.40173 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 107.9165725708s, input_fired_time: 1.2621498108, output_fired_time: 0.7673918605, propagate_forward_time: 42.1990432739, propagate_backward_time: 61.6222839355, weight_update_time: 0.0990533531, other_time: 2.0656967163
epoch time: 8.9185419083s, input_fired_time: 0.1349031329, output_fired_time: 0.0000000000, propagate_forward_time: 8.4261751175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574638367
validation[          , genome  7001] predictions:    9769/  10000 (97.69%), best:    9810/10000 (98.10%), error:       703.54279, best error:       628.40173 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 107.0517044067s, input_fired_time: 1.2658845186, output_fired_time: 0.7627210021, propagate_forward_time: 41.8548126221, propagate_backward_time: 61.1271476746, weight_update_time: 0.0980174392, other_time: 2.0411415100
epoch time: 9.0226993561s, input_fired_time: 0.1364388019, output_fired_time: 0.0000000000, propagate_forward_time: 8.5223627090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638982773
validation[          , genome  7001] predictions:    9754/  10000 (97.54%), best:    9810/10000 (98.10%), error:       785.35205, best error:       628.40173 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 106.7180709839s, input_fired_time: 1.2543966770, output_fired_time: 0.7618661523, propagate_forward_time: 41.7085456848, propagate_backward_time: 60.9709548950, weight_update_time: 0.0980248079, other_time: 2.0223121643
epoch time: 8.7837734222s, input_fired_time: 0.1329361498, output_fired_time: 0.0000000000, propagate_forward_time: 8.2954301834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554067612
validation[          , genome  7001] predictions:    9786/  10000 (97.86%), best:    9810/10000 (98.10%), error:       655.40936, best error:       628.40173 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 106.6639099121s, input_fired_time: 1.2934541702, output_fired_time: 0.7553209662, propagate_forward_time: 41.5716094971, propagate_backward_time: 60.8757438660, weight_update_time: 0.1047569215, other_time: 2.1677818298
epoch time: 8.7797498703s, input_fired_time: 0.1416790932, output_fired_time: 0.0000000000, propagate_forward_time: 8.2620296478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760414124
validation[          , genome  7001] predictions:    9778/  10000 (97.78%), best:    9810/10000 (98.10%), error:       682.17261, best error:       628.40173 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 106.1295013428s, input_fired_time: 1.2663003206, output_fired_time: 0.7502724528, propagate_forward_time: 41.4379272461, propagate_backward_time: 60.6166839600, weight_update_time: 0.0990331918, other_time: 2.0583114624
epoch time: 8.7522506714s, input_fired_time: 0.1337651163, output_fired_time: 0.0000000000, propagate_forward_time: 8.2565660477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619194031
validation[          , genome  7001] predictions:    9765/  10000 (97.65%), best:    9810/10000 (98.10%), error:       750.90308, best error:       628.40173 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 107.3347091675s, input_fired_time: 1.2653950453, output_fired_time: 0.7631404996, propagate_forward_time: 41.9698562622, propagate_backward_time: 61.2864456177, weight_update_time: 0.0981556401, other_time: 2.0498733521
epoch time: 8.9234466553s, input_fired_time: 0.1378426999, output_fired_time: 0.0000000000, propagate_forward_time: 8.4269361496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586673737
validation[          , genome  7001] predictions:    9783/  10000 (97.83%), best:    9810/10000 (98.10%), error:       728.14716, best error:       628.40173 on epoch:    63, 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: 45.1631469727s, input_fired_time: 0.6827458143, output_fired_time: 0.0000000000, propagate_forward_time: 42.6257896423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8546104431
best training[          , genome  7001] predictions:   49830/  50000 (99.66%), best:    9810/10000 (98.10%), error:       854.66803, best error:       628.40173 on epoch:    63, 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: 8.8418960571s, input_fired_time: 0.1315554529, output_fired_time: 0.0000000000, propagate_forward_time: 8.3418130875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685274124
   testing[          , genome  7001] predictions:    9812/  10000 (98.12%), best:    9810/10000 (98.10%), error:       563.23248, best error:       628.40173 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:26:06 (5190): called boinc_finish(0)

</stderr_txt>
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