Nameexact_genome_1512568488_41_6504_0
Workunit2603816
Created7 Dec 2017, 20:16:34 UTC
Sent7 Dec 2017, 20:18:50 UTC
Report deadline21 Dec 2017, 9:38:01 UTC
Received8 Dec 2017, 18:36:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time6 hours 36 min 36 sec
CPU time6 hours 36 min 3 sec
Validate stateValid
Credit3,388.75
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.12 MB
Peak swap size153.88 MB
Peak disk usage2.22 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
09s, input_fired_time: 0.2335125953, output_fired_time: 0.0000000000, propagate_forward_time: 16.2697467804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6171932220
validation[          , genome  6504] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       809.27435, best error:       809.27435 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 218.8018646240s, input_fired_time: 2.0844788551, output_fired_time: 1.4985525608, propagate_forward_time: 85.5816116333, propagate_backward_time: 126.1216812134, weight_update_time: 0.1695264578, other_time: 3.5155563354
epoch time: 17.9644908905s, input_fired_time: 0.2400136590, output_fired_time: 0.0000000000, propagate_forward_time: 17.0979290009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6265487671
validation[          , genome  6504] predictions:    9749/  10000 (97.49%), best:    9759/10000 (97.59%), error:       811.59296, best error:       809.27435 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 217.7911529541s, input_fired_time: 2.0636057854, output_fired_time: 1.4881029129, propagate_forward_time: 85.2468566895, propagate_backward_time: 125.5015258789, weight_update_time: 0.1697420180, other_time: 3.4910736084
epoch time: 17.9128570557s, input_fired_time: 0.2381794155, output_fired_time: 0.0000000000, propagate_forward_time: 17.0465908051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6280860901
validation[          , genome  6504] predictions:    9699/  10000 (96.99%), best:    9759/10000 (97.59%), error:       964.01489, best error:       809.27435 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 213.8048095703s, input_fired_time: 2.0548660755, output_fired_time: 1.4837805033, propagate_forward_time: 83.5934448242, propagate_backward_time: 123.2101135254, weight_update_time: 0.1675374210, other_time: 3.4626007080
epoch time: 17.2548885345s, input_fired_time: 0.2350388616, output_fired_time: 0.0000000000, propagate_forward_time: 16.4029102325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169395447
validation[          , genome  6504] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       937.91278, best error:       809.27435 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 217.1500244141s, input_fired_time: 2.0706150532, output_fired_time: 1.4949671030, propagate_forward_time: 84.8129425049, propagate_backward_time: 125.2988128662, weight_update_time: 0.1682423651, other_time: 3.4726867676
epoch time: 17.8570499420s, input_fired_time: 0.2416467071, output_fired_time: 0.0000000000, propagate_forward_time: 17.0084400177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6069641113
validation[          , genome  6504] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       873.24817, best error:       809.27435 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 217.5901489258s, input_fired_time: 2.0734252930, output_fired_time: 1.4912773371, propagate_forward_time: 85.1341323853, propagate_backward_time: 125.4271926880, weight_update_time: 0.1683314443, other_time: 3.4641342163
epoch time: 17.1367931366s, input_fired_time: 0.2367412895, output_fired_time: 0.0000000000, propagate_forward_time: 16.2903766632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6096744537
validation[          , genome  6504] predictions:    9753/  10000 (97.53%), best:    9759/10000 (97.59%), error:       837.62244, best error:       809.27435 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 214.8339691162s, input_fired_time: 2.0606338978, output_fired_time: 1.4803172350, propagate_forward_time: 84.0399322510, propagate_backward_time: 123.7963943481, weight_update_time: 0.1669045985, other_time: 3.4566879272
epoch time: 17.9864406586s, input_fired_time: 0.2419272959, output_fired_time: 0.0000000000, propagate_forward_time: 17.1211242676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6233882904
validation[          , genome  6504] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       874.88873, best error:       809.27435 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 218.1284637451s, input_fired_time: 2.0689857006, output_fired_time: 1.4851261377, propagate_forward_time: 85.3084487915, propagate_backward_time: 125.7910766602, weight_update_time: 0.1692551523, other_time: 3.4748229980
epoch time: 17.9111919403s, input_fired_time: 0.2432053536, output_fired_time: 0.0000000000, propagate_forward_time: 17.0403823853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6276035309
validation[          , genome  6504] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       841.78265, best error:       809.27435 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 217.7595367432s, input_fired_time: 2.0787103176, output_fired_time: 1.4989606142, propagate_forward_time: 85.1877059937, propagate_backward_time: 125.5239105225, weight_update_time: 0.1697730124, other_time: 3.4702606201
epoch time: 17.9726867676s, input_fired_time: 0.2419683933, output_fired_time: 0.0000000000, propagate_forward_time: 17.0909137726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6398048401
validation[          , genome  6504] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       900.83374, best error:       809.27435 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 218.5729980469s, input_fired_time: 2.0883991718, output_fired_time: 1.4946563244, propagate_forward_time: 85.5289993286, propagate_backward_time: 125.9380874634, weight_update_time: 0.1698217541, other_time: 3.5228500366
epoch time: 17.9792728424s, input_fired_time: 0.2449624985, output_fired_time: 0.0000000000, propagate_forward_time: 17.1049594879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293506622
validation[          , genome  6504] predictions:    9743/  10000 (97.43%), best:    9759/10000 (97.59%), error:       880.24683, best error:       809.27435 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 218.6763610840s, input_fired_time: 2.0877864361, output_fired_time: 1.5040079355, propagate_forward_time: 85.5349960327, propagate_backward_time: 126.0616455078, weight_update_time: 0.1691067517, other_time: 3.4879150391
epoch time: 18.1877536774s, input_fired_time: 0.2491987050, output_fired_time: 0.0000000000, propagate_forward_time: 17.2902889252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6482658386
validation[          , genome  6504] predictions:    9680/  10000 (96.80%), best:    9759/10000 (97.59%), error:      1048.03442, best error:       809.27435 on epoch:    14, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 218.9610137939s, input_fired_time: 2.1035783291, output_fired_time: 1.5044908524, propagate_forward_time: 85.5748062134, propagate_backward_time: 126.2723388672, weight_update_time: 0.1692079902, other_time: 3.5057983398
epoch time: 17.9890823364s, input_fired_time: 0.2432034910, output_fired_time: 0.0000000000, propagate_forward_time: 17.1257400513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6201381683
validation[          , genome  6504] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       894.06219, best error:       809.27435 on epoch:    14, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 217.3593597412s, input_fired_time: 2.0911865234, output_fired_time: 1.4916955233, propagate_forward_time: 85.0556945801, propagate_backward_time: 125.2345809937, weight_update_time: 0.1691953689, other_time: 3.4861984253
epoch time: 17.9878520966s, input_fired_time: 0.2414536476, output_fired_time: 0.0000000000, propagate_forward_time: 17.1190700531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6273288727
validation[          , genome  6504] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       895.84668, best error:       809.27435 on epoch:    14, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 218.6880493164s, input_fired_time: 2.0908143520, output_fired_time: 1.5063170195, propagate_forward_time: 85.4221954346, propagate_backward_time: 126.1721725464, weight_update_time: 0.1704476476, other_time: 3.4965438843
epoch time: 18.0086441040s, input_fired_time: 0.2444708049, output_fired_time: 0.0000000000, propagate_forward_time: 17.1278133392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6363601685
validation[          , genome  6504] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       755.48865, best error:       755.48865 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 216.6705474854s, input_fired_time: 2.0731184483, output_fired_time: 1.4806886911, propagate_forward_time: 84.7499008179, propagate_backward_time: 124.8930358887, weight_update_time: 0.1691808850, other_time: 3.4738159180
epoch time: 17.9805011749s, input_fired_time: 0.2435682118, output_fired_time: 0.0000000000, propagate_forward_time: 17.1087360382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281967163
validation[          , genome  6504] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       820.97754, best error:       755.48865 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 216.6031646729s, input_fired_time: 2.0758719444, output_fired_time: 1.4886057377, propagate_forward_time: 84.6182556152, propagate_backward_time: 124.9434432983, weight_update_time: 0.1685647368, other_time: 3.4769973755
epoch time: 17.9876861572s, input_fired_time: 0.2415870726, output_fired_time: 0.0000000000, propagate_forward_time: 17.1221237183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6239757538
validation[          , genome  6504] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       742.26172, best error:       742.26172 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 219.3907775879s, input_fired_time: 2.1008996964, output_fired_time: 1.5077219009, propagate_forward_time: 85.6446838379, propagate_backward_time: 126.6393051147, weight_update_time: 0.1704705507, other_time: 3.4981613159
epoch time: 17.9514541626s, input_fired_time: 0.2415064126, output_fired_time: 0.0000000000, propagate_forward_time: 17.0934009552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165466309
validation[          , genome  6504] predictions:    9733/  10000 (97.33%), best:    9779/10000 (97.79%), error:       878.43781, best error:       742.26172 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 214.3047180176s, input_fired_time: 2.0733497143, output_fired_time: 1.4774928093, propagate_forward_time: 83.7251358032, propagate_backward_time: 123.5701217651, weight_update_time: 0.1676740944, other_time: 3.4586181641
epoch time: 17.4336051941s, input_fired_time: 0.2393660247, output_fired_time: 0.0000000000, propagate_forward_time: 16.5847225189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6095161438
validation[          , genome  6504] predictions:    9750/  10000 (97.50%), best:    9779/10000 (97.79%), error:       811.24127, best error:       742.26172 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 215.7358093262s, input_fired_time: 2.0798754692, output_fired_time: 1.4894545078, propagate_forward_time: 84.2395172119, propagate_backward_time: 124.4583740234, weight_update_time: 0.1692846119, other_time: 3.4685821533
epoch time: 17.8168334961s, input_fired_time: 0.2429798543, output_fired_time: 0.0000000000, propagate_forward_time: 16.9550781250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6187763214
validation[          , genome  6504] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       726.21393, best error:       726.21393 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 218.2500915527s, input_fired_time: 2.0876812935, output_fired_time: 1.4950661659, propagate_forward_time: 85.3263320923, propagate_backward_time: 125.8737716675, weight_update_time: 0.1696033180, other_time: 3.4672317505
epoch time: 17.9303569794s, input_fired_time: 0.2441153228, output_fired_time: 0.0000000000, propagate_forward_time: 17.0665493011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196918488
validation[          , genome  6504] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       849.54449, best error:       726.21393 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 203.9911346436s, input_fired_time: 2.0318775177, output_fired_time: 1.4238069057, propagate_forward_time: 79.8962173462, propagate_backward_time: 117.2328491211, weight_update_time: 0.1604503244, other_time: 3.4063796997
epoch time: 17.9438552856s, input_fired_time: 0.2425985038, output_fired_time: 0.0000000000, propagate_forward_time: 17.0787525177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225051880
validation[          , genome  6504] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       815.14410, best error:       726.21393 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 218.4886627197s, input_fired_time: 2.0912756920, output_fired_time: 1.4907537699, propagate_forward_time: 85.4822463989, propagate_backward_time: 125.9691162109, weight_update_time: 0.1688578427, other_time: 3.4552612305
epoch time: 17.9705066681s, input_fired_time: 0.2420411557, output_fired_time: 0.0000000000, propagate_forward_time: 17.1151447296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6133213043
validation[          , genome  6504] predictions:    9778/  10000 (97.78%), best:    9786/10000 (97.86%), error:       764.56964, best error:       726.21393 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 218.5480804443s, input_fired_time: 2.0903515816, output_fired_time: 1.4862960577, propagate_forward_time: 85.5808029175, propagate_backward_time: 125.9387130737, weight_update_time: 0.1671178043, other_time: 3.4519119263
epoch time: 17.9680442810s, input_fired_time: 0.2436829656, output_fired_time: 0.0000000000, propagate_forward_time: 17.1025238037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218376160
validation[          , genome  6504] predictions:    9737/  10000 (97.37%), best:    9786/10000 (97.86%), error:       860.16638, best error:       726.21393 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 219.5831451416s, input_fired_time: 2.1086478233, output_fired_time: 1.5008442402, propagate_forward_time: 85.9967346191, propagate_backward_time: 126.4846191406, weight_update_time: 0.1743420064, other_time: 3.4923095703
epoch time: 17.9915275574s, input_fired_time: 0.2454399318, output_fired_time: 0.0000000000, propagate_forward_time: 17.1250858307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210021973
validation[          , genome  6504] predictions:    9752/  10000 (97.52%), best:    9786/10000 (97.86%), error:       839.86719, best error:       726.21393 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 219.0121307373s, input_fired_time: 2.1108989716, output_fired_time: 1.5090850592, propagate_forward_time: 85.5641174316, propagate_backward_time: 126.3203201294, weight_update_time: 0.1715843379, other_time: 3.5077133179
epoch time: 17.9299678802s, input_fired_time: 0.2435542792, output_fired_time: 0.0000000000, propagate_forward_time: 17.0634860992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6229267120
validation[          , genome  6504] predictions:    9733/  10000 (97.33%), best:    9786/10000 (97.86%), error:       896.79083, best error:       726.21393 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 218.8883361816s, input_fired_time: 2.1099648476, output_fired_time: 1.5099900961, propagate_forward_time: 85.5289916992, propagate_backward_time: 126.2380065918, weight_update_time: 0.1700464338, other_time: 3.5013732910
epoch time: 18.0655670166s, input_fired_time: 0.2537184358, output_fired_time: 0.0000000000, propagate_forward_time: 17.1665477753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6452999115
validation[          , genome  6504] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       710.44952, best error:       710.44952 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 213.4037017822s, input_fired_time: 2.0806248188, output_fired_time: 1.4657719135, propagate_forward_time: 83.4488754272, propagate_backward_time: 122.9535980225, weight_update_time: 0.1654634476, other_time: 3.4548263550
epoch time: 17.9245452881s, input_fired_time: 0.2465033084, output_fired_time: 0.0000000000, propagate_forward_time: 17.0536727905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6243686676
validation[          , genome  6504] predictions:    9755/  10000 (97.55%), best:    9793/10000 (97.93%), error:       787.95758, best error:       710.44952 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 217.2669219971s, input_fired_time: 2.0993516445, output_fired_time: 1.5003257990, propagate_forward_time: 84.8712539673, propagate_backward_time: 125.3060455322, weight_update_time: 0.1700523347, other_time: 3.4899444580
epoch time: 17.7693958282s, input_fired_time: 0.2427313477, output_fired_time: 0.0000000000, propagate_forward_time: 16.9077167511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189479828
validation[          , genome  6504] predictions:    9718/  10000 (97.18%), best:    9793/10000 (97.93%), error:       868.61072, best error:       710.44952 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 218.8340148926s, input_fired_time: 2.1027615070, output_fired_time: 1.5071389675, propagate_forward_time: 85.4354705811, propagate_backward_time: 126.3056259155, weight_update_time: 0.1694251597, other_time: 3.4830093384
epoch time: 17.8815612793s, input_fired_time: 0.2452780753, output_fired_time: 0.0000000000, propagate_forward_time: 17.0189819336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6173019409
validation[          , genome  6504] predictions:    9773/  10000 (97.73%), best:    9793/10000 (97.93%), error:       740.81342, best error:       710.44952 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 210.4475097656s, input_fired_time: 2.0616743565, output_fired_time: 1.4549410343, propagate_forward_time: 82.2151336670, propagate_backward_time: 121.2952804565, weight_update_time: 0.1661836505, other_time: 3.4204788208
epoch time: 16.2059803009s, input_fired_time: 0.2305174619, output_fired_time: 0.0000000000, propagate_forward_time: 15.3843641281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910987854
validation[          , genome  6504] predictions:    9750/  10000 (97.50%), best:    9793/10000 (97.93%), error:       825.42041, best error:       710.44952 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 216.1133270264s, input_fired_time: 2.0964028835, output_fired_time: 1.4921749830, propagate_forward_time: 84.4034957886, propagate_backward_time: 124.6236419678, weight_update_time: 0.1682882607, other_time: 3.4976043701
epoch time: 17.8266010284s, input_fired_time: 0.2440001070, output_fired_time: 0.0000000000, propagate_forward_time: 16.9633197784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6192817688
validation[          , genome  6504] predictions:    9758/  10000 (97.58%), best:    9793/10000 (97.93%), error:       746.73560, best error:       710.44952 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 214.9105377197s, input_fired_time: 2.0816311836, output_fired_time: 1.4781882763, propagate_forward_time: 83.9700622559, propagate_backward_time: 123.9215469360, weight_update_time: 0.1686342657, other_time: 3.4590988159
epoch time: 14.2258167267s, input_fired_time: 0.2171913832, output_fired_time: 0.0000000000, propagate_forward_time: 13.4428663254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5657587051
validation[          , genome  6504] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       736.14111, best error:       710.44952 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 214.1369781494s, input_fired_time: 2.0832438469, output_fired_time: 1.4773125648, propagate_forward_time: 83.5205230713, propagate_backward_time: 123.6153564453, weight_update_time: 0.1663344800, other_time: 3.4405517578
epoch time: 17.0765628815s, input_fired_time: 0.2384701371, output_fired_time: 0.0000000000, propagate_forward_time: 16.2219734192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6161193848
validation[          , genome  6504] predictions:    9745/  10000 (97.45%), best:    9793/10000 (97.93%), error:       800.91577, best error:       710.44952 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 216.9689178467s, input_fired_time: 2.1014604568, output_fired_time: 1.4853320122, propagate_forward_time: 84.8496627808, propagate_backward_time: 125.0545425415, weight_update_time: 0.1703279763, other_time: 3.4779281616
epoch time: 17.9958705902s, input_fired_time: 0.2493724972, output_fired_time: 0.0000000000, propagate_forward_time: 17.1111450195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353530884
validation[          , genome  6504] predictions:    9741/  10000 (97.41%), best:    9793/10000 (97.93%), error:       811.69775, best error:       710.44952 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 209.8631134033s, input_fired_time: 2.0773916245, output_fired_time: 1.4604161978, propagate_forward_time: 82.1335678101, propagate_backward_time: 120.7395248413, weight_update_time: 0.1676860452, other_time: 3.4522094727
epoch time: 17.9865989685s, input_fired_time: 0.2492407411, output_fired_time: 0.0000000000, propagate_forward_time: 17.1135425568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6238155365
validation[          , genome  6504] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       692.50513, best error:       692.50513 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 217.5928955078s, input_fired_time: 2.1037557125, output_fired_time: 1.4872063398, propagate_forward_time: 85.0030975342, propagate_backward_time: 125.4947509766, weight_update_time: 0.1701361090, other_time: 3.5040740967
epoch time: 17.8313922882s, input_fired_time: 0.2496322691, output_fired_time: 0.0000000000, propagate_forward_time: 16.9541969299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6275634766
validation[          , genome  6504] predictions:    9769/  10000 (97.69%), best:    9795/10000 (97.95%), error:       734.51379, best error:       692.50513 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 217.0736083984s, input_fired_time: 2.1090524197, output_fired_time: 1.5003302097, propagate_forward_time: 84.7677841187, propagate_backward_time: 125.2147140503, weight_update_time: 0.1709011197, other_time: 3.4817276001
epoch time: 18.0086994171s, input_fired_time: 0.2509165704, output_fired_time: 0.0000000000, propagate_forward_time: 17.1213912964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6363906860
validation[          , genome  6504] predictions:    9796/  10000 (97.96%), best:    9795/10000 (97.95%), error:       737.67548, best error:       692.50513 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 217.2982330322s, input_fired_time: 2.1054413319, output_fired_time: 1.4950317144, propagate_forward_time: 84.9610748291, propagate_backward_time: 125.2433471680, weight_update_time: 0.1703549922, other_time: 3.4933471680
epoch time: 17.6816997528s, input_fired_time: 0.2462651432, output_fired_time: 0.0000000000, propagate_forward_time: 16.8159523010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6194820404
validation[          , genome  6504] predictions:    9771/  10000 (97.71%), best:    9795/10000 (97.95%), error:       748.32092, best error:       692.50513 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 217.8353729248s, input_fired_time: 2.1100373268, output_fired_time: 1.4983929396, propagate_forward_time: 85.2433319092, propagate_backward_time: 125.5046997070, weight_update_time: 0.1693441570, other_time: 3.4789123535
epoch time: 17.7984848022s, input_fired_time: 0.2464033216, output_fired_time: 0.0000000000, propagate_forward_time: 16.9276981354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6243839264
validation[          , genome  6504] predictions:    9777/  10000 (97.77%), best:    9795/10000 (97.95%), error:       705.61316, best error:       692.50513 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 215.0462646484s, input_fired_time: 2.0882821083, output_fired_time: 1.4703106880, propagate_forward_time: 84.2346267700, propagate_backward_time: 123.8155059814, weight_update_time: 0.1661285460, other_time: 3.4375381470
epoch time: 17.8889503479s, input_fired_time: 0.2457707524, output_fired_time: 0.0000000000, propagate_forward_time: 17.0258331299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6173458099
validation[          , genome  6504] predictions:    9786/  10000 (97.86%), best:    9795/10000 (97.95%), error:       738.90387, best error:       692.50513 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 215.4421997070s, input_fired_time: 2.1127188206, output_fired_time: 1.4854533672, propagate_forward_time: 84.3964996338, propagate_backward_time: 123.9588623047, weight_update_time: 0.1691536009, other_time: 3.4886627197
epoch time: 18.0689277649s, input_fired_time: 0.2458418906, output_fired_time: 0.0000000000, propagate_forward_time: 17.1555042267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6675815582
validation[          , genome  6504] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       644.30731, best error:       644.30731 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 218.9584655762s, input_fired_time: 2.1185648441, output_fired_time: 1.4980372190, propagate_forward_time: 85.5186386108, propagate_backward_time: 126.3057937622, weight_update_time: 0.1705214530, other_time: 3.5174484253
epoch time: 18.0190200806s, input_fired_time: 0.2476295829, output_fired_time: 0.0000000000, propagate_forward_time: 17.1409339905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6304569244
validation[          , genome  6504] predictions:    9763/  10000 (97.63%), best:    9807/10000 (98.07%), error:       780.39575, best error:       644.30731 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 218.6167144775s, input_fired_time: 2.1189198494, output_fired_time: 1.5062747002, propagate_forward_time: 85.4309082031, propagate_backward_time: 126.0803375244, weight_update_time: 0.1685522795, other_time: 3.4802703857
epoch time: 18.0073757172s, input_fired_time: 0.2467211783, output_fired_time: 0.0000000000, propagate_forward_time: 17.1297550201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308994293
validation[          , genome  6504] predictions:    9777/  10000 (97.77%), best:    9807/10000 (98.07%), error:       818.73773, best error:       644.30731 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 219.1081848145s, input_fired_time: 2.1164522171, output_fired_time: 1.5046195984, propagate_forward_time: 85.5336532593, propagate_backward_time: 126.4772720337, weight_update_time: 0.1711001694, other_time: 3.4761886597
epoch time: 16.4403228760s, input_fired_time: 0.2434174120, output_fired_time: 0.0000000000, propagate_forward_time: 15.5875768661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6093282700
validation[          , genome  6504] predictions:    9753/  10000 (97.53%), best:    9807/10000 (98.07%), error:       817.25159, best error:       644.30731 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 219.0188446045s, input_fired_time: 2.1176612377, output_fired_time: 1.5023345947, propagate_forward_time: 85.5493545532, propagate_backward_time: 126.3361587524, weight_update_time: 0.1702093631, other_time: 3.5133285522
epoch time: 18.0258922577s, input_fired_time: 0.2484648824, output_fired_time: 0.0000000000, propagate_forward_time: 17.1480178833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6294097900
validation[          , genome  6504] predictions:    9791/  10000 (97.91%), best:    9807/10000 (98.07%), error:       709.43866, best error:       644.30731 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 217.4160003662s, input_fired_time: 2.1196992397, output_fired_time: 1.5137509108, propagate_forward_time: 84.9261856079, propagate_backward_time: 125.3535537720, weight_update_time: 0.1695397347, other_time: 3.5027999878
epoch time: 17.9107799530s, input_fired_time: 0.2487150878, output_fired_time: 0.0000000000, propagate_forward_time: 17.0294132233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6326522827
validation[          , genome  6504] predictions:    9756/  10000 (97.56%), best:    9807/10000 (98.07%), error:       819.59387, best error:       644.30731 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 218.3184051514s, input_fired_time: 2.1274015903, output_fired_time: 1.4987971783, propagate_forward_time: 85.3237380981, propagate_backward_time: 125.8587646484, weight_update_time: 0.1705675870, other_time: 3.5097045898
epoch time: 18.0554561615s, input_fired_time: 0.2483702749, output_fired_time: 0.0000000000, propagate_forward_time: 17.1685333252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6385517120
validation[          , genome  6504] predictions:    9778/  10000 (97.78%), best:    9807/10000 (98.07%), error:       773.64301, best error:       644.30731 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 218.2023162842s, input_fired_time: 2.1291134357, output_fired_time: 1.4973908663, propagate_forward_time: 85.3025207520, propagate_backward_time: 125.7527923584, weight_update_time: 0.1700787693, other_time: 3.5204925537
epoch time: 17.8225975037s, input_fired_time: 0.2498677075, output_fired_time: 0.0000000000, propagate_forward_time: 16.9561538696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165752411
validation[          , genome  6504] predictions:    9795/  10000 (97.95%), best:    9807/10000 (98.07%), error:       691.67487, best error:       644.30731 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 216.9801025391s, input_fired_time: 2.1124765873, output_fired_time: 1.4867134094, propagate_forward_time: 84.8984527588, propagate_backward_time: 125.0033416748, weight_update_time: 0.1697404087, other_time: 3.4791259766
epoch time: 18.0186138153s, input_fired_time: 0.2526209652, output_fired_time: 0.0000000000, propagate_forward_time: 17.1329212189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6330718994
validation[          , genome  6504] predictions:    9821/  10000 (98.21%), best:    9807/10000 (98.07%), error:       658.37433, best error:       644.30731 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 219.2240447998s, input_fired_time: 2.1293554306, output_fired_time: 1.5057790279, propagate_forward_time: 85.5862731934, propagate_backward_time: 126.5203704834, weight_update_time: 0.1707251817, other_time: 3.4822692871
epoch time: 17.9550876617s, input_fired_time: 0.2505686283, output_fired_time: 0.0000000000, propagate_forward_time: 17.0761222839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283969879
validation[          , genome  6504] predictions:    9794/  10000 (97.94%), best:    9807/10000 (98.07%), error:       682.90497, best error:       644.30731 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 216.9796447754s, input_fired_time: 2.1130945683, output_fired_time: 1.4961305857, propagate_forward_time: 84.7982864380, propagate_backward_time: 125.0814361572, weight_update_time: 0.1698885858, other_time: 3.4907073975
epoch time: 16.7938880920s, input_fired_time: 0.2387222201, output_fired_time: 0.0000000000, propagate_forward_time: 15.9523134232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6028528214
validation[          , genome  6504] predictions:    9777/  10000 (97.77%), best:    9807/10000 (98.07%), error:       729.21539, best error:       644.30731 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 215.5175170898s, input_fired_time: 2.1082901955, output_fired_time: 1.4851199389, propagate_forward_time: 84.2474441528, propagate_backward_time: 124.2085876465, weight_update_time: 0.1671611965, other_time: 3.4680709839
epoch time: 17.9893817902s, input_fired_time: 0.2481396496, output_fired_time: 0.0000000000, propagate_forward_time: 17.1175823212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6236591339
validation[          , genome  6504] predictions:    9738/  10000 (97.38%), best:    9807/10000 (98.07%), error:       859.12231, best error:       644.30731 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 218.5502777100s, input_fired_time: 2.1217792034, output_fired_time: 1.4930154085, propagate_forward_time: 85.4646530151, propagate_backward_time: 125.9977569580, weight_update_time: 0.1704625487, other_time: 3.4730682373
epoch time: 17.9833316803s, input_fired_time: 0.2510807812, output_fired_time: 0.0000000000, propagate_forward_time: 17.1125717163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6196784973
validation[          , genome  6504] predictions:    9815/  10000 (98.15%), best:    9807/10000 (98.07%), error:       651.59113, best error:       644.30731 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 218.9489898682s, input_fired_time: 2.1287801266, output_fired_time: 1.5002263784, propagate_forward_time: 85.5096206665, propagate_backward_time: 126.3160629272, weight_update_time: 0.1698770821, other_time: 3.4943008423
epoch time: 18.0181541443s, input_fired_time: 0.2511325479, output_fired_time: 0.0000000000, propagate_forward_time: 17.1367721558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302490234
validation[          , genome  6504] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       646.67535, best error:       644.30731 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 218.1011352539s, input_fired_time: 2.1255855560, output_fired_time: 1.5022802353, propagate_forward_time: 85.1483001709, propagate_backward_time: 125.8431243896, weight_update_time: 0.1693560481, other_time: 3.4818572998
epoch time: 17.9541759491s, input_fired_time: 0.2513833642, output_fired_time: 0.0000000000, propagate_forward_time: 17.0800704956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227226257
validation[          , genome  6504] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       695.51196, best error:       644.30731 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 218.8964538574s, input_fired_time: 2.1308736801, output_fired_time: 1.5040851831, propagate_forward_time: 85.6004714966, propagate_backward_time: 126.1630020142, weight_update_time: 0.1695424765, other_time: 3.4980087280
epoch time: 17.9660434723s, input_fired_time: 0.2506266534, output_fired_time: 0.0000000000, propagate_forward_time: 17.0954532623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199626923
validation[          , genome  6504] predictions:    9785/  10000 (97.85%), best:    9807/10000 (98.07%), error:       689.04681, best error:       644.30731 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 218.7543945312s, input_fired_time: 2.1259498596, output_fired_time: 1.4980607033, propagate_forward_time: 85.4931640625, propagate_backward_time: 126.1441879272, weight_update_time: 0.1692237258, other_time: 3.4930343628
epoch time: 18.0092239380s, input_fired_time: 0.2517749369, output_fired_time: 0.0000000000, propagate_forward_time: 17.0978031158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6596450806
validation[          , genome  6504] predictions:    9778/  10000 (97.78%), best:    9807/10000 (98.07%), error:       725.45587, best error:       644.30731 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 216.1637573242s, input_fired_time: 2.1218094826, output_fired_time: 1.4925171137, propagate_forward_time: 84.4020309448, propagate_backward_time: 124.6844100952, weight_update_time: 0.1688079983, other_time: 3.4629898071
epoch time: 18.0039253235s, input_fired_time: 0.2529299259, output_fired_time: 0.0000000000, propagate_forward_time: 17.1130294800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6379661560
validation[          , genome  6504] predictions:    9770/  10000 (97.70%), best:    9807/10000 (98.07%), error:       735.26526, best error:       644.30731 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 214.3799896240s, input_fired_time: 2.1095323563, output_fired_time: 1.4757893085, propagate_forward_time: 83.7870559692, propagate_backward_time: 123.5639724731, weight_update_time: 0.1668472588, other_time: 3.4436492920
epoch time: 17.9657859802s, input_fired_time: 0.2494847924, output_fired_time: 0.0000000000, propagate_forward_time: 17.1017169952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6145839691
validation[          , genome  6504] predictions:    9797/  10000 (97.97%), best:    9807/10000 (98.07%), error:       659.20258, best error:       644.30731 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 218.1379241943s, input_fired_time: 2.1264929771, output_fired_time: 1.4972950220, propagate_forward_time: 85.2719879150, propagate_backward_time: 125.7638244629, weight_update_time: 0.1697420776, other_time: 3.4783172607
epoch time: 17.9863262177s, input_fired_time: 0.2512165606, output_fired_time: 0.0000000000, propagate_forward_time: 17.1107177734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6243915558
validation[          , genome  6504] predictions:    9801/  10000 (98.01%), best:    9807/10000 (98.07%), error:       664.01941, best error:       644.30731 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 218.3569183350s, input_fired_time: 2.1328666210, output_fired_time: 1.4961532354, propagate_forward_time: 85.3892135620, propagate_backward_time: 125.8553390503, weight_update_time: 0.1690432727, other_time: 3.4833450317
epoch time: 18.0335197449s, input_fired_time: 0.2533923388, output_fired_time: 0.0000000000, propagate_forward_time: 17.1314983368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6486282349
validation[          , genome  6504] predictions:    9798/  10000 (97.98%), best:    9807/10000 (98.07%), error:       673.07910, best error:       644.30731 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 219.0854644775s, input_fired_time: 2.1469566822, output_fired_time: 1.5083931684, propagate_forward_time: 85.6866989136, propagate_backward_time: 126.2133636475, weight_update_time: 0.1724099368, other_time: 3.5300445557
epoch time: 17.9795703888s, input_fired_time: 0.2545675039, output_fired_time: 0.0000000000, propagate_forward_time: 17.0975990295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6274032593
validation[          , genome  6504] predictions:    9759/  10000 (97.59%), best:    9807/10000 (98.07%), error:       798.31714, best error:       644.30731 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 213.9977111816s, input_fired_time: 2.1122314930, output_fired_time: 1.4761939049, propagate_forward_time: 83.6440811157, propagate_backward_time: 123.2846984863, weight_update_time: 0.1685055792, other_time: 3.4805068970
epoch time: 17.3711204529s, input_fired_time: 0.2473920286, output_fired_time: 0.0000000000, propagate_forward_time: 16.5010700226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6226577759
validation[          , genome  6504] predictions:    9785/  10000 (97.85%), best:    9807/10000 (98.07%), error:       693.59180, best error:       644.30731 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 217.6499023438s, input_fired_time: 2.1367561817, output_fired_time: 1.5005719662, propagate_forward_time: 84.9677658081, propagate_backward_time: 125.5453109741, weight_update_time: 0.1709004194, other_time: 3.4995193481
epoch time: 18.0110530853s, input_fired_time: 0.2545844615, output_fired_time: 0.0000000000, propagate_forward_time: 17.1274890900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6289787292
validation[          , genome  6504] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       694.01361, best error:       644.30731 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 219.0582885742s, input_fired_time: 2.1493530273, output_fired_time: 1.5044134855, propagate_forward_time: 85.6272354126, propagate_backward_time: 126.2651290894, weight_update_time: 0.1704844534, other_time: 3.5121536255
epoch time: 17.9092159271s, input_fired_time: 0.2535287440, output_fired_time: 0.0000000000, propagate_forward_time: 17.0370941162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6185932159
validation[          , genome  6504] predictions:    9801/  10000 (98.01%), best:    9807/10000 (98.07%), error:       665.90167, best error:       644.30731 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 219.1224670410s, input_fired_time: 2.1396224499, output_fired_time: 1.5129462481, propagate_forward_time: 85.5635070801, propagate_backward_time: 126.4080657959, weight_update_time: 0.1712138057, other_time: 3.4983367920
epoch time: 18.1723766327s, input_fired_time: 0.2604870200, output_fired_time: 0.0000000000, propagate_forward_time: 17.2734165192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6384735107
validation[          , genome  6504] predictions:    9814/  10000 (98.14%), best:    9807/10000 (98.07%), error:       657.33423, best error:       644.30731 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 219.4156646729s, input_fired_time: 2.1523876190, output_fired_time: 1.5043427944, propagate_forward_time: 85.8018341064, propagate_backward_time: 126.4276657104, weight_update_time: 0.1706653237, other_time: 3.5294265747
epoch time: 17.9573860168s, input_fired_time: 0.2541313469, output_fired_time: 0.0000000000, propagate_forward_time: 17.0671482086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6361064911
validation[          , genome  6504] predictions:    9790/  10000 (97.90%), best:    9807/10000 (98.07%), error:       705.55231, best error:       644.30731 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 218.6987762451s, input_fired_time: 2.1449263096, output_fired_time: 1.5080626011, propagate_forward_time: 85.3792114258, propagate_backward_time: 126.1648941040, weight_update_time: 0.1714210510, other_time: 3.5016860962
epoch time: 17.9090805054s, input_fired_time: 0.2531839013, output_fired_time: 0.0000000000, propagate_forward_time: 17.0319499969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6239471436
validation[          , genome  6504] predictions:    9786/  10000 (97.86%), best:    9807/10000 (98.07%), error:       712.61145, best error:       644.30731 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 219.0588684082s, input_fired_time: 2.1461765766, output_fired_time: 1.5059894323, propagate_forward_time: 85.4288635254, propagate_backward_time: 126.4584426880, weight_update_time: 0.1724560112, other_time: 3.5193862915
epoch time: 15.0199670792s, input_fired_time: 0.2292006016, output_fired_time: 0.0000000000, propagate_forward_time: 14.2008886337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898780823
validation[          , genome  6504] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       691.48566, best error:       644.30731 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 208.8132934570s, input_fired_time: 2.0891504288, output_fired_time: 1.4559220076, propagate_forward_time: 81.5747680664, propagate_backward_time: 120.2615814209, weight_update_time: 0.1643514633, other_time: 3.4318695068
epoch time: 17.9667892456s, input_fired_time: 0.2566999495, output_fired_time: 0.0000000000, propagate_forward_time: 17.0866432190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234455109
validation[          , genome  6504] predictions:    9803/  10000 (98.03%), best:    9807/10000 (98.07%), error:       664.07825, best error:       644.30731 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 215.3226623535s, input_fired_time: 2.1178634167, output_fired_time: 1.4672437906, propagate_forward_time: 84.2235870361, propagate_backward_time: 124.0624618530, weight_update_time: 0.1671245694, other_time: 3.4515151978
epoch time: 17.6996402740s, input_fired_time: 0.2533798516, output_fired_time: 0.0000000000, propagate_forward_time: 16.8199348450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6263256073
validation[          , genome  6504] predictions:    9734/  10000 (97.34%), best:    9807/10000 (98.07%), error:       855.42596, best error:       644.30731 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 210.0496673584s, input_fired_time: 2.1002683640, output_fired_time: 1.4531068802, propagate_forward_time: 81.9415969849, propagate_backward_time: 121.1060791016, weight_update_time: 0.1657988280, other_time: 3.4486160278
epoch time: 14.6665420532s, input_fired_time: 0.2270631939, output_fired_time: 0.0000000000, propagate_forward_time: 13.8556871414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5837917328
validation[          , genome  6504] predictions:    9774/  10000 (97.74%), best:    9807/10000 (98.07%), error:       728.18683, best error:       644.30731 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 214.6121368408s, input_fired_time: 2.1275396347, output_fired_time: 1.4785152674, propagate_forward_time: 83.8320312500, propagate_backward_time: 123.6959075928, weight_update_time: 0.1670017093, other_time: 3.4781494141
epoch time: 17.3948097229s, input_fired_time: 0.2533656061, output_fired_time: 0.0000000000, propagate_forward_time: 16.5148334503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266098022
validation[          , genome  6504] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       669.63959, best error:       644.30731 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 213.9284362793s, input_fired_time: 2.1094672680, output_fired_time: 1.4659714699, propagate_forward_time: 83.4702224731, propagate_backward_time: 123.4444198608, weight_update_time: 0.1661697775, other_time: 3.4383544922
epoch time: 17.0387935638s, input_fired_time: 0.2496142089, output_fired_time: 0.0000000000, propagate_forward_time: 16.1692180634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199607849
validation[          , genome  6504] predictions:    9811/  10000 (98.11%), best:    9807/10000 (98.07%), error:       683.24652, best error:       644.30731 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 218.3595123291s, input_fired_time: 2.1390144825, output_fired_time: 1.4981168509, propagate_forward_time: 85.4654617310, propagate_backward_time: 125.7712936401, weight_update_time: 0.1688316464, other_time: 3.4856338501
epoch time: 17.9985256195s, input_fired_time: 0.2549341917, output_fired_time: 0.0000000000, propagate_forward_time: 17.1188220978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6247692108
validation[          , genome  6504] predictions:    9800/  10000 (98.00%), best:    9807/10000 (98.07%), error:       675.11841, best error:       644.30731 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 218.3846130371s, input_fired_time: 2.1427433491, output_fired_time: 1.4925985336, propagate_forward_time: 85.4446487427, propagate_backward_time: 125.8124694824, weight_update_time: 0.1691076607, other_time: 3.4921569824
epoch time: 17.9118194580s, input_fired_time: 0.2568016946, output_fired_time: 0.0000000000, propagate_forward_time: 17.0256729126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6293449402
validation[          , genome  6504] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       675.41852, best error:       644.30731 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 216.5915832520s, input_fired_time: 2.1347310543, output_fired_time: 1.4831504822, propagate_forward_time: 84.6334381104, propagate_backward_time: 124.8554534912, weight_update_time: 0.1696124524, other_time: 3.4848022461
epoch time: 18.0097122192s, input_fired_time: 0.2534788549, output_fired_time: 0.0000000000, propagate_forward_time: 17.1354808807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6207523346
validation[          , genome  6504] predictions:    9788/  10000 (97.88%), best:    9807/10000 (98.07%), error:       708.03693, best error:       644.30731 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 219.4042205811s, input_fired_time: 2.1529953480, output_fired_time: 1.5168653727, propagate_forward_time: 85.6433792114, propagate_backward_time: 126.6129302979, weight_update_time: 0.1705005914, other_time: 3.4780426025
epoch time: 17.9912815094s, input_fired_time: 0.2530714571, output_fired_time: 0.0000000000, propagate_forward_time: 17.1132736206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249370575
validation[          , genome  6504] predictions:    9798/  10000 (97.98%), best:    9807/10000 (98.07%), error:       695.53607, best error:       644.30731 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 213.3563995361s, input_fired_time: 2.1190705299, output_fired_time: 1.4626493454, propagate_forward_time: 83.3633499146, propagate_backward_time: 122.9762954712, weight_update_time: 0.1666478515, other_time: 3.4350433350
epoch time: 17.2102050781s, input_fired_time: 0.2490583658, output_fired_time: 0.0000000000, propagate_forward_time: 16.3602199554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6009273529
validation[          , genome  6504] predictions:    9725/  10000 (97.25%), best:    9807/10000 (98.07%), error:       922.36749, best error:       644.30731 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 213.9468078613s, input_fired_time: 2.1323022842, output_fired_time: 1.4740376472, propagate_forward_time: 83.5097045898, propagate_backward_time: 123.3489151001, weight_update_time: 0.1671345830, other_time: 3.4818344116
epoch time: 18.0349044800s, input_fired_time: 0.2571290135, output_fired_time: 0.0000000000, propagate_forward_time: 17.1426258087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6351490021
validation[          , genome  6504] predictions:    9792/  10000 (97.92%), best:    9807/10000 (98.07%), error:       680.30573, best error:       644.30731 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 216.3973846436s, input_fired_time: 2.1438944340, output_fired_time: 1.4839158058, propagate_forward_time: 84.5909347534, propagate_backward_time: 124.7082519531, weight_update_time: 0.1678102612, other_time: 3.4703979492
epoch time: 15.5843858719s, input_fired_time: 0.2338946164, output_fired_time: 0.0000000000, propagate_forward_time: 14.7534799576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5970115662
validation[          , genome  6504] predictions:    9766/  10000 (97.66%), best:    9807/10000 (98.07%), error:       772.13226, best error:       644.30731 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 213.4498291016s, input_fired_time: 2.1233143806, output_fired_time: 1.4705412388, propagate_forward_time: 83.4044113159, propagate_backward_time: 123.0023498535, weight_update_time: 0.1673596948, other_time: 3.4492111206
epoch time: 17.9275665283s, input_fired_time: 0.2560189962, output_fired_time: 0.0000000000, propagate_forward_time: 17.0389347076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6326122284
validation[          , genome  6504] predictions:    9780/  10000 (97.80%), best:    9807/10000 (98.07%), error:       719.94202, best error:       644.30731 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 215.6432647705s, input_fired_time: 2.1430292130, output_fired_time: 1.4869627953, propagate_forward_time: 84.1642761230, propagate_backward_time: 124.3579406738, weight_update_time: 0.1688233167, other_time: 3.4910430908
epoch time: 15.7151603699s, input_fired_time: 0.2353624701, output_fired_time: 0.0000000000, propagate_forward_time: 14.8893251419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904731750
validation[          , genome  6504] predictions:    9758/  10000 (97.58%), best:    9807/10000 (98.07%), error:       825.56793, best error:       644.30731 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 217.7599487305s, input_fired_time: 2.1516714096, output_fired_time: 1.4927045107, propagate_forward_time: 85.1629180908, propagate_backward_time: 125.4822082520, weight_update_time: 0.1692177504, other_time: 3.4704437256
epoch time: 17.9830474854s, input_fired_time: 0.2530017495, output_fired_time: 0.0000000000, propagate_forward_time: 17.1075401306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6225051880
validation[          , genome  6504] predictions:    9802/  10000 (98.02%), best:    9807/10000 (98.07%), error:       685.30731, best error:       644.30731 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 217.1863403320s, input_fired_time: 2.1384747028, output_fired_time: 1.4855159521, propagate_forward_time: 84.9198913574, propagate_backward_time: 125.2116241455, weight_update_time: 0.1683550179, other_time: 3.4308319092
epoch time: 17.9946250916s, input_fired_time: 0.2549758255, output_fired_time: 0.0000000000, propagate_forward_time: 17.1225929260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6170558929
validation[          , genome  6504] predictions:    9798/  10000 (97.98%), best:    9807/10000 (98.07%), error:       692.84851, best error:       644.30731 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 217.6183624268s, input_fired_time: 2.1545219421, output_fired_time: 1.4952988625, propagate_forward_time: 85.0432662964, propagate_backward_time: 125.4532470703, weight_update_time: 0.1695229411, other_time: 3.4720153809
epoch time: 17.9448928833s, input_fired_time: 0.2551266551, output_fired_time: 0.0000000000, propagate_forward_time: 17.0655193329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6242465973
validation[          , genome  6504] predictions:    9799/  10000 (97.99%), best:    9807/10000 (98.07%), error:       691.76947, best error:       644.30731 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 217.6200866699s, input_fired_time: 2.1519536972, output_fired_time: 1.4926440716, propagate_forward_time: 85.0785675049, propagate_backward_time: 125.4180526733, weight_update_time: 0.1695087552, other_time: 3.4788742065
epoch time: 18.0077743530s, input_fired_time: 0.2578126490, output_fired_time: 0.0000000000, propagate_forward_time: 17.1244602203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255016327
validation[          , genome  6504] predictions:    9800/  10000 (98.00%), best:    9807/10000 (98.07%), error:       689.06714, best error:       644.30731 on epoch:    54, 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: 89.9862365723s, input_fired_time: 1.2444804907, output_fired_time: 0.0000000000, propagate_forward_time: 85.5884323120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1533203125
best training[          , genome  6504] predictions:   49682/  50000 (99.36%), best:    9807/10000 (98.07%), error:      1356.19177, best error:       644.30731 on epoch:    54, 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: 18.0039596558s, input_fired_time: 0.2457339466, output_fired_time: 0.0000000000, propagate_forward_time: 17.1330738068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6251525879
   testing[          , genome  6504] predictions:    9801/  10000 (98.01%), best:    9807/10000 (98.07%), error:       651.34259, best error:       644.30731 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:36:15 (72903): called boinc_finish(0)

</stderr_txt>
]]>