Nameexact_genome_1512568488_43_3436_0
Workunit2588462
Created7 Dec 2017, 4:47:27 UTC
Sent7 Dec 2017, 4:53:54 UTC
Report deadline14 Dec 2017, 4:04:48 UTC
Received7 Dec 2017, 16:27:02 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time3 hours 51 min 3 sec
CPU time3 hours 47 min 26 sec
Validate stateValid
Credit1,741.48
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.34 MB
Peak swap size157.55 MB
Peak disk usage1.71 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
0
validation[          , genome  3436] predictions:    9583/  10000 (95.83%), best:    9617/10000 (96.17%), error:      1369.85620, best error:      1262.63635 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 130.1438903809s, input_fired_time: 1.1490138769, output_fired_time: 1.0266603231, propagate_forward_time: 47.8122520447, propagate_backward_time: 77.1378250122, weight_update_time: 0.1406998038, other_time: 3.0181350708
epoch time: 11.2240657806s, input_fired_time: 0.1496468186, output_fired_time: 0.0000000000, propagate_forward_time: 10.5316286087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427904129
validation[          , genome  3436] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1204.46594, best error:      1204.46594 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 129.8670043945s, input_fired_time: 1.1519094706, output_fired_time: 1.0263304710, propagate_forward_time: 46.7849693298, propagate_backward_time: 77.9073562622, weight_update_time: 0.1393953562, other_time: 2.9964370728
epoch time: 11.2575864792s, input_fired_time: 0.1482168436, output_fired_time: 0.0000000000, propagate_forward_time: 10.5685901642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407791138
validation[          , genome  3436] predictions:    9610/  10000 (96.10%), best:    9666/10000 (96.66%), error:      1278.07642, best error:      1204.46594 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 130.4446258545s, input_fired_time: 1.1562761068, output_fired_time: 1.0278131962, propagate_forward_time: 47.0916366577, propagate_backward_time: 77.1423034668, weight_update_time: 0.1405639797, other_time: 4.0265884399
epoch time: 11.2775306702s, input_fired_time: 0.1494425088, output_fired_time: 0.0000000000, propagate_forward_time: 10.5881280899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399599075
validation[          , genome  3436] predictions:    9630/  10000 (96.30%), best:    9666/10000 (96.66%), error:      1249.35156, best error:      1204.46594 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 131.0096893311s, input_fired_time: 1.1543983221, output_fired_time: 1.0308852196, propagate_forward_time: 50.4631996155, propagate_backward_time: 75.3349990845, weight_update_time: 0.1400570720, other_time: 3.0262069702
epoch time: 11.0600175858s, input_fired_time: 0.1465914994, output_fired_time: 0.0000000000, propagate_forward_time: 10.3831853867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5302410126
validation[          , genome  3436] predictions:    9599/  10000 (95.99%), best:    9666/10000 (96.66%), error:      1292.33789, best error:      1204.46594 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 129.5245819092s, input_fired_time: 1.1492871046, output_fired_time: 1.0212744474, propagate_forward_time: 47.6856651306, propagate_backward_time: 76.6529464722, weight_update_time: 0.1401304007, other_time: 3.0154037476
epoch time: 11.2415904999s, input_fired_time: 0.1481895298, output_fired_time: 0.0000000000, propagate_forward_time: 10.5487604141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446405411
validation[          , genome  3436] predictions:    9637/  10000 (96.37%), best:    9666/10000 (96.66%), error:      1248.50879, best error:      1204.46594 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 131.7341766357s, input_fired_time: 1.1530170441, output_fired_time: 1.0337080956, propagate_forward_time: 49.2629966736, propagate_backward_time: 77.2835006714, weight_update_time: 0.1399275810, other_time: 3.0009536743
epoch time: 9.9344482422s, input_fired_time: 0.1444343776, output_fired_time: 0.0000000000, propagate_forward_time: 9.2603492737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296649933
validation[          , genome  3436] predictions:    9599/  10000 (95.99%), best:    9666/10000 (96.66%), error:      1345.64172, best error:      1204.46594 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 139.1173400879s, input_fired_time: 1.2024263144, output_fired_time: 1.0660766363, propagate_forward_time: 51.9594993591, propagate_backward_time: 81.6484527588, weight_update_time: 0.1492993087, other_time: 3.2408905029
epoch time: 12.0742645264s, input_fired_time: 0.1648208648, output_fired_time: 0.0000000000, propagate_forward_time: 11.3602323532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492115021
validation[          , genome  3436] predictions:    9601/  10000 (96.01%), best:    9666/10000 (96.66%), error:      1316.53027, best error:      1204.46594 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 129.3393249512s, input_fired_time: 1.1472054720, output_fired_time: 1.0263228416, propagate_forward_time: 49.5304603577, propagate_backward_time: 74.6556243896, weight_update_time: 0.1390766948, other_time: 2.9797210693
epoch time: 11.3404865265s, input_fired_time: 0.1492172778, output_fired_time: 0.0000000000, propagate_forward_time: 10.6508560181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5404129028
validation[          , genome  3436] predictions:    9649/  10000 (96.49%), best:    9649/10000 (96.49%), error:      1182.72876, best error:      1182.72876 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 130.8318939209s, input_fired_time: 2.1703634262, output_fired_time: 1.0284804106, propagate_forward_time: 49.0458145142, propagate_backward_time: 75.5260238647, weight_update_time: 0.1411214769, other_time: 3.0612106323
epoch time: 11.2603731155s, input_fired_time: 0.1482730657, output_fired_time: 0.0000000000, propagate_forward_time: 10.5665683746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5455312729
validation[          , genome  3436] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1176.97937, best error:      1176.97937 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 129.2270660400s, input_fired_time: 1.1531363726, output_fired_time: 1.0200413465, propagate_forward_time: 49.5605812073, propagate_backward_time: 74.4882354736, weight_update_time: 0.1394536197, other_time: 3.0050659180
epoch time: 11.2378063202s, input_fired_time: 0.1497782618, output_fired_time: 0.0000000000, propagate_forward_time: 10.5337057114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543222427
validation[          , genome  3436] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1137.28271, best error:      1137.28271 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 129.6475830078s, input_fired_time: 1.1649736166, output_fired_time: 1.0202903748, propagate_forward_time: 47.7824974060, propagate_backward_time: 75.6521148682, weight_update_time: 0.1400415003, other_time: 4.0276947021
epoch time: 11.1126928329s, input_fired_time: 0.1461936831, output_fired_time: 0.0000000000, propagate_forward_time: 10.4342651367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5322341919
validation[          , genome  3436] predictions:    9671/  10000 (96.71%), best:    9654/10000 (96.54%), error:      1198.24487, best error:      1137.28271 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 131.7984771729s, input_fired_time: 1.1622029543, output_fired_time: 1.0309199095, propagate_forward_time: 49.1622695923, propagate_backward_time: 77.3975296021, weight_update_time: 0.1406361312, other_time: 3.0455627441
epoch time: 9.5706748962s, input_fired_time: 0.1411669403, output_fired_time: 0.0000000000, propagate_forward_time: 8.9143438339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151643753
validation[          , genome  3436] predictions:    9650/  10000 (96.50%), best:    9654/10000 (96.54%), error:      1209.84827, best error:      1137.28271 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 131.9082489014s, input_fired_time: 1.1686468124, output_fired_time: 1.0305387974, propagate_forward_time: 49.2022933960, propagate_backward_time: 77.4758911133, weight_update_time: 0.1408248097, other_time: 3.0308914185
epoch time: 10.1542081833s, input_fired_time: 0.1486063898, output_fired_time: 0.0000000000, propagate_forward_time: 9.4705619812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350399017
validation[          , genome  3436] predictions:    9622/  10000 (96.22%), best:    9654/10000 (96.54%), error:      1251.34863, best error:      1137.28271 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 131.1449432373s, input_fired_time: 1.1550230980, output_fired_time: 1.0230838060, propagate_forward_time: 48.8802757263, propagate_backward_time: 77.0629730225, weight_update_time: 0.1400859058, other_time: 3.0235748291
epoch time: 9.9261865616s, input_fired_time: 0.1465684921, output_fired_time: 0.0000000000, propagate_forward_time: 9.2568311691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5227870941
validation[          , genome  3436] predictions:    9640/  10000 (96.40%), best:    9654/10000 (96.54%), error:      1242.58118, best error:      1137.28271 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 131.4191284180s, input_fired_time: 1.1596015692, output_fired_time: 1.0238651037, propagate_forward_time: 48.0169792175, propagate_backward_time: 78.1961898804, weight_update_time: 0.1406733841, other_time: 3.0224838257
epoch time: 9.8496179581s, input_fired_time: 0.1455208063, output_fired_time: 0.0000000000, propagate_forward_time: 9.1755514145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285453796
validation[          , genome  3436] predictions:    9608/  10000 (96.08%), best:    9654/10000 (96.54%), error:      1324.56299, best error:      1137.28271 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 131.2437286377s, input_fired_time: 1.1588200331, output_fired_time: 1.0296021700, propagate_forward_time: 49.0753135681, propagate_backward_time: 76.9693450928, weight_update_time: 0.1400273293, other_time: 3.0106506348
epoch time: 9.9713735580s, input_fired_time: 0.1451053470, output_fired_time: 0.0000000000, propagate_forward_time: 9.3018016815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244665146
validation[          , genome  3436] predictions:    9632/  10000 (96.32%), best:    9654/10000 (96.54%), error:      1262.08752, best error:      1137.28271 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 132.8716735840s, input_fired_time: 1.1590733528, output_fired_time: 1.0361561775, propagate_forward_time: 50.5511627197, propagate_backward_time: 77.1303863525, weight_update_time: 0.1404279917, other_time: 2.9948883057
epoch time: 11.2993316650s, input_fired_time: 0.1498916447, output_fired_time: 0.0000000000, propagate_forward_time: 10.6103553772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390844345
validation[          , genome  3436] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1136.00745, best error:      1136.00745 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 130.3922424316s, input_fired_time: 1.1592639685, output_fired_time: 1.0267946720, propagate_forward_time: 49.0041503906, propagate_backward_time: 75.1824722290, weight_update_time: 0.1398836821, other_time: 4.0195541382
epoch time: 11.2101821899s, input_fired_time: 0.1504360586, output_fired_time: 0.0000000000, propagate_forward_time: 10.5205135345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392322540
validation[          , genome  3436] predictions:    9647/  10000 (96.47%), best:    9659/10000 (96.59%), error:      1178.80566, best error:      1136.00745 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 129.3630218506s, input_fired_time: 1.1581611633, output_fired_time: 1.0161608458, propagate_forward_time: 48.6377716064, propagate_backward_time: 73.6235351563, weight_update_time: 1.1499050856, other_time: 4.9273986816
epoch time: 10.9991044998s, input_fired_time: 0.1507468522, output_fired_time: 0.0000000000, propagate_forward_time: 10.3060264587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423307419
validation[          , genome  3436] predictions:    9465/  10000 (94.65%), best:    9659/10000 (96.59%), error:      1803.05701, best error:      1136.00745 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 130.6644439697s, input_fired_time: 1.1653704643, output_fired_time: 1.0291763544, propagate_forward_time: 51.1545753479, propagate_backward_time: 74.3073501587, weight_update_time: 0.1396651566, other_time: 3.0079727173
epoch time: 11.3374919891s, input_fired_time: 0.1531375945, output_fired_time: 0.0000000000, propagate_forward_time: 10.6382369995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461177826
validation[          , genome  3436] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1124.88672, best error:      1124.88672 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 132.5339965820s, input_fired_time: 1.1617685556, output_fired_time: 1.0334500074, propagate_forward_time: 49.4577827454, propagate_backward_time: 76.8556518555, weight_update_time: 0.1395551860, other_time: 4.0253448486
epoch time: 9.9733705521s, input_fired_time: 0.1460338980, output_fired_time: 0.0000000000, propagate_forward_time: 9.3019380569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253982544
validation[          , genome  3436] predictions:    9580/  10000 (95.80%), best:    9636/10000 (96.36%), error:      1338.60193, best error:      1124.88672 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 137.7454528809s, input_fired_time: 1.2180676460, output_fired_time: 1.0721391439, propagate_forward_time: 51.5184555054, propagate_backward_time: 80.7309417725, weight_update_time: 0.1577736735, other_time: 3.2058486938
epoch time: 11.1178693771s, input_fired_time: 0.1493008137, output_fired_time: 0.0000000000, propagate_forward_time: 10.4328422546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357265472
validation[          , genome  3436] predictions:    9632/  10000 (96.32%), best:    9636/10000 (96.36%), error:      1232.47351, best error:      1124.88672 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 130.5609283447s, input_fired_time: 1.1665760279, output_fired_time: 1.0250365734, propagate_forward_time: 50.0741539001, propagate_backward_time: 75.2815017700, weight_update_time: 0.1399783790, other_time: 3.0136489868
epoch time: 11.0891094208s, input_fired_time: 0.1485765576, output_fired_time: 0.0000000000, propagate_forward_time: 10.4058609009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346717834
validation[          , genome  3436] predictions:    9642/  10000 (96.42%), best:    9636/10000 (96.36%), error:      1229.10498, best error:      1124.88672 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 130.6334228516s, input_fired_time: 1.1617329121, output_fired_time: 1.0268516541, propagate_forward_time: 49.9894256592, propagate_backward_time: 75.4450454712, weight_update_time: 0.1402994841, other_time: 3.0103683472
epoch time: 11.3707342148s, input_fired_time: 0.1518048495, output_fired_time: 0.0000000000, propagate_forward_time: 10.6753139496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436153412
validation[          , genome  3436] predictions:    9622/  10000 (96.22%), best:    9636/10000 (96.36%), error:      1208.94739, best error:      1124.88672 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 136.5677337646s, input_fired_time: 1.2151453495, output_fired_time: 1.0534484386, propagate_forward_time: 52.2582740784, propagate_backward_time: 78.8952102661, weight_update_time: 0.1405149102, other_time: 3.1456527710
epoch time: 9.7014045715s, input_fired_time: 0.1439144015, output_fired_time: 0.0000000000, propagate_forward_time: 9.0435352325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139551163
validation[          , genome  3436] predictions:    9659/  10000 (96.59%), best:    9636/10000 (96.36%), error:      1128.90173, best error:      1124.88672 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 137.0710601807s, input_fired_time: 1.2025253773, output_fired_time: 1.0612871647, propagate_forward_time: 50.2998733521, propagate_backward_time: 80.3677749634, weight_update_time: 0.1420974433, other_time: 4.1395874023
epoch time: 11.2409934998s, input_fired_time: 0.1515800953, output_fired_time: 0.0000000000, propagate_forward_time: 9.5331850052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5562286377
validation[          , genome  3436] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1104.50659, best error:      1104.50659 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 137.5897674561s, input_fired_time: 1.2601820230, output_fired_time: 1.0633410215, propagate_forward_time: 50.6149635315, propagate_backward_time: 80.5155563354, weight_update_time: 0.1408420056, other_time: 4.1357345581
epoch time: 11.2929382324s, input_fired_time: 0.1512688100, output_fired_time: 0.0000000000, propagate_forward_time: 10.5976228714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440464020
validation[          , genome  3436] predictions:    9654/  10000 (96.54%), best:    9677/10000 (96.77%), error:      1189.13782, best error:      1104.50659 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 134.5945129395s, input_fired_time: 1.1959866285, output_fired_time: 1.0488088131, propagate_forward_time: 51.3554992676, propagate_backward_time: 77.9367675781, weight_update_time: 0.1416170895, other_time: 3.0574493408
epoch time: 10.5946130753s, input_fired_time: 0.1781472117, output_fired_time: 0.0000000000, propagate_forward_time: 9.8638801575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5525856018
validation[          , genome  3436] predictions:    9642/  10000 (96.42%), best:    9677/10000 (96.77%), error:      1206.47852, best error:      1104.50659 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 137.5796508789s, input_fired_time: 1.2520898581, output_fired_time: 1.0628049374, propagate_forward_time: 51.6584243774, propagate_backward_time: 80.4518051147, weight_update_time: 0.1406087428, other_time: 3.1545257568
epoch time: 11.2832860947s, input_fired_time: 0.1518889219, output_fired_time: 0.0000000000, propagate_forward_time: 10.5855865479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458106995
validation[          , genome  3436] predictions:    9626/  10000 (96.26%), best:    9677/10000 (96.77%), error:      1249.33459, best error:      1104.50659 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 129.9398651123s, input_fired_time: 1.1632810831, output_fired_time: 1.0241898298, propagate_forward_time: 48.7559814453, propagate_backward_time: 75.9897613525, weight_update_time: 0.1394617856, other_time: 3.0066452026
epoch time: 11.0698490143s, input_fired_time: 0.1513386518, output_fired_time: 0.0000000000, propagate_forward_time: 10.3835573196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349531174
validation[          , genome  3436] predictions:    9673/  10000 (96.73%), best:    9677/10000 (96.77%), error:      1119.84607, best error:      1104.50659 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 136.5307159424s, input_fired_time: 1.2254067659, output_fired_time: 1.0838658810, propagate_forward_time: 51.9566078186, propagate_backward_time: 79.1133193970, weight_update_time: 0.1404920220, other_time: 3.1515274048
epoch time: 9.8891086578s, input_fired_time: 0.1462654769, output_fired_time: 0.0000000000, propagate_forward_time: 9.2163820267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264616013
validation[          , genome  3436] predictions:    9630/  10000 (96.30%), best:    9677/10000 (96.77%), error:      1181.32800, best error:      1104.50659 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 136.3847961426s, input_fired_time: 1.2069324255, output_fired_time: 1.0618855953, propagate_forward_time: 51.9543914795, propagate_backward_time: 79.0581359863, weight_update_time: 0.1404925734, other_time: 3.1034393311
epoch time: 10.0033330917s, input_fired_time: 0.1483689100, output_fired_time: 0.0000000000, propagate_forward_time: 9.3243951797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305690765
validation[          , genome  3436] predictions:    9638/  10000 (96.38%), best:    9677/10000 (96.77%), error:      1179.93689, best error:      1104.50659 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 129.1255035400s, input_fired_time: 1.1707379818, output_fired_time: 1.0224025249, propagate_forward_time: 49.6560401917, propagate_backward_time: 74.2632141113, weight_update_time: 0.1397452652, other_time: 3.0131072998
epoch time: 11.2039222717s, input_fired_time: 0.1511124372, output_fired_time: 0.0000000000, propagate_forward_time: 10.5102682114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425415039
validation[          , genome  3436] predictions:    9665/  10000 (96.65%), best:    9677/10000 (96.77%), error:      1132.93677, best error:      1104.50659 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 130.9292755127s, input_fired_time: 1.1719834805, output_fired_time: 1.0274841785, propagate_forward_time: 49.2445831299, propagate_backward_time: 76.4357299805, weight_update_time: 0.1414478868, other_time: 3.0494995117
epoch time: 11.2067480087s, input_fired_time: 0.1522823870, output_fired_time: 0.0000000000, propagate_forward_time: 10.5138940811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405712128
validation[          , genome  3436] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1053.89844, best error:      1053.89844 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 134.2720336914s, input_fired_time: 1.2262953520, output_fired_time: 1.0459982157, propagate_forward_time: 53.6378631592, propagate_backward_time: 75.3298721313, weight_update_time: 0.1402692497, other_time: 3.0320053101
epoch time: 11.2047929764s, input_fired_time: 0.1522403210, output_fired_time: 0.0000000000, propagate_forward_time: 10.5099515915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426006317
validation[          , genome  3436] predictions:    9662/  10000 (96.62%), best:    9683/10000 (96.83%), error:      1095.89783, best error:      1053.89844 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 130.8324584961s, input_fired_time: 1.1706987619, output_fired_time: 1.0281689167, propagate_forward_time: 49.7834930420, propagate_backward_time: 75.8286437988, weight_update_time: 0.1407577991, other_time: 3.0214538574
epoch time: 9.9970617294s, input_fired_time: 0.1485120803, output_fired_time: 0.0000000000, propagate_forward_time: 9.3189754486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295743942
validation[          , genome  3436] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1010.06525, best error:      1010.06525 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 138.0454406738s, input_fired_time: 1.2250522375, output_fired_time: 2.0798320770, propagate_forward_time: 50.6261634827, propagate_backward_time: 80.7157592773, weight_update_time: 0.1405434161, other_time: 3.3986358643
epoch time: 11.1680622101s, input_fired_time: 0.1510342360, output_fired_time: 0.0000000000, propagate_forward_time: 9.4730253220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5440025330
validation[          , genome  3436] predictions:    9641/  10000 (96.41%), best:    9694/10000 (96.94%), error:      1159.20093, best error:      1010.06525 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 130.6577301025s, input_fired_time: 1.1712667942, output_fired_time: 1.0411243439, propagate_forward_time: 51.1089973450, propagate_backward_time: 74.3432540894, weight_update_time: 0.1408389807, other_time: 2.9930953979
epoch time: 11.1753225327s, input_fired_time: 0.1532226354, output_fired_time: 0.0000000000, propagate_forward_time: 10.4833040237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387954712
validation[          , genome  3436] predictions:    9654/  10000 (96.54%), best:    9694/10000 (96.94%), error:      1135.76965, best error:      1010.06525 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 130.6506805420s, input_fired_time: 1.1773023605, output_fired_time: 1.0296776295, propagate_forward_time: 48.0846519470, propagate_backward_time: 77.3157196045, weight_update_time: 0.1412271112, other_time: 3.0433197021
epoch time: 11.3414783478s, input_fired_time: 0.1534737647, output_fired_time: 0.0000000000, propagate_forward_time: 9.6364936829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5515108109
validation[          , genome  3436] predictions:    9653/  10000 (96.53%), best:    9694/10000 (96.94%), error:      1171.19067, best error:      1010.06525 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 130.7210998535s, input_fired_time: 1.1655538082, output_fired_time: 1.0312397480, propagate_forward_time: 48.0891418457, propagate_backward_time: 77.4505386353, weight_update_time: 0.1411014944, other_time: 2.9846267700
epoch time: 11.2768602371s, input_fired_time: 0.1524944901, output_fired_time: 0.0000000000, propagate_forward_time: 10.5773782730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469875336
validation[          , genome  3436] predictions:    9593/  10000 (95.93%), best:    9694/10000 (96.94%), error:      1317.66003, best error:      1010.06525 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 130.6836547852s, input_fired_time: 1.1753275394, output_fired_time: 1.0274815559, propagate_forward_time: 50.1571502686, propagate_backward_time: 75.2858276367, weight_update_time: 0.1405374855, other_time: 3.0378723145
epoch time: 11.3263721466s, input_fired_time: 0.1537523270, output_fired_time: 0.0000000000, propagate_forward_time: 10.6243591309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482606888
validation[          , genome  3436] predictions:    9644/  10000 (96.44%), best:    9694/10000 (96.94%), error:      1213.52173, best error:      1010.06525 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 132.0714721680s, input_fired_time: 2.1842281818, output_fired_time: 1.0261023045, propagate_forward_time: 49.1776618958, propagate_backward_time: 75.6530609131, weight_update_time: 0.1407075226, other_time: 4.0304107666
epoch time: 9.9802150726s, input_fired_time: 0.1495168209, output_fired_time: 0.0000000000, propagate_forward_time: 9.2997169495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309810638
validation[          , genome  3436] predictions:    9635/  10000 (96.35%), best:    9694/10000 (96.94%), error:      1207.55615, best error:      1010.06525 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 131.5870971680s, input_fired_time: 1.1724925041, output_fired_time: 1.0241727829, propagate_forward_time: 49.0958900452, propagate_backward_time: 77.2920455933, weight_update_time: 0.1397756040, other_time: 3.0025100708
epoch time: 9.9025659561s, input_fired_time: 0.1495769024, output_fired_time: 0.0000000000, propagate_forward_time: 9.2194700241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335187912
validation[          , genome  3436] predictions:    9647/  10000 (96.47%), best:    9694/10000 (96.94%), error:      1186.40686, best error:      1010.06525 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 138.3381500244s, input_fired_time: 1.2492095232, output_fired_time: 1.0568462610, propagate_forward_time: 52.7925529480, propagate_backward_time: 80.0910186768, weight_update_time: 0.1496687233, other_time: 3.1485290527
epoch time: 11.9410581589s, input_fired_time: 0.1556299031, output_fired_time: 0.0000000000, propagate_forward_time: 11.2039852142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814428329
validation[          , genome  3436] predictions:    9672/  10000 (96.72%), best:    9694/10000 (96.94%), error:      1079.53906, best error:      1010.06525 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 133.1454162598s, input_fired_time: 1.2171733379, output_fired_time: 1.0428993702, propagate_forward_time: 51.0923919678, propagate_backward_time: 76.6726150513, weight_update_time: 0.1396133900, other_time: 3.1203384399
epoch time: 11.0252494812s, input_fired_time: 0.1500598490, output_fired_time: 0.0000000000, propagate_forward_time: 10.3373231888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378665924
validation[          , genome  3436] predictions:    9656/  10000 (96.56%), best:    9694/10000 (96.94%), error:      1099.69641, best error:      1010.06525 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 132.4457397461s, input_fired_time: 1.2026550770, output_fired_time: 1.0594805479, propagate_forward_time: 50.5692291260, propagate_backward_time: 76.6193389893, weight_update_time: 0.1399486512, other_time: 2.9950408936
epoch time: 10.3018980026s, input_fired_time: 0.1487026215, output_fired_time: 0.0000000000, propagate_forward_time: 9.6301803589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230150223
validation[          , genome  3436] predictions:    9652/  10000 (96.52%), best:    9694/10000 (96.94%), error:      1117.50696, best error:      1010.06525 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 134.0391998291s, input_fired_time: 1.2033264637, output_fired_time: 1.0342979431, propagate_forward_time: 50.9206085205, propagate_backward_time: 77.7970886230, weight_update_time: 0.1408995986, other_time: 3.0838775635
epoch time: 10.2451639175s, input_fired_time: 0.1501183957, output_fired_time: 0.0000000000, propagate_forward_time: 9.5687246323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263204575
validation[          , genome  3436] predictions:    9680/  10000 (96.80%), best:    9694/10000 (96.94%), error:      1076.43201, best error:      1010.06525 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 137.7799377441s, input_fired_time: 1.2337484360, output_fired_time: 1.0845911503, propagate_forward_time: 53.3039093018, propagate_backward_time: 78.9775238037, weight_update_time: 0.1411757320, other_time: 3.1801605225
epoch time: 11.2317848206s, input_fired_time: 0.1542264074, output_fired_time: 0.0000000000, propagate_forward_time: 10.5299530029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476055145
validation[          , genome  3436] predictions:    9691/  10000 (96.91%), best:    9694/10000 (96.94%), error:      1020.47083, best error:      1010.06525 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 133.9472656250s, input_fired_time: 1.2241508961, output_fired_time: 1.0498719215, propagate_forward_time: 51.0418090820, propagate_backward_time: 77.5370178223, weight_update_time: 0.1501119435, other_time: 3.0944213867
epoch time: 9.9047260284s, input_fired_time: 0.1482222825, output_fired_time: 0.0000000000, propagate_forward_time: 9.2227344513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337696075
validation[          , genome  3436] predictions:    9672/  10000 (96.72%), best:    9694/10000 (96.94%), error:      1111.03906, best error:      1010.06525 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 131.5304718018s, input_fired_time: 1.1755303144, output_fired_time: 1.0419360399, propagate_forward_time: 47.8831138611, propagate_backward_time: 78.3951873779, weight_update_time: 0.1408708841, other_time: 3.0346984863
epoch time: 9.7310562134s, input_fired_time: 0.1464454085, output_fired_time: 0.0000000000, propagate_forward_time: 9.0661411285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184698105
validation[          , genome  3436] predictions:    9659/  10000 (96.59%), best:    9694/10000 (96.94%), error:      1147.55579, best error:      1010.06525 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 132.0077362061s, input_fired_time: 1.1794826984, output_fired_time: 1.0272665024, propagate_forward_time: 50.1981849670, propagate_backward_time: 76.5594024658, weight_update_time: 0.1405458450, other_time: 3.0433959961
epoch time: 9.8954458237s, input_fired_time: 0.1494351774, output_fired_time: 0.0000000000, propagate_forward_time: 9.2209415436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250692368
validation[          , genome  3436] predictions:    9668/  10000 (96.68%), best:    9694/10000 (96.94%), error:      1101.49219, best error:      1010.06525 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 133.2331848145s, input_fired_time: 1.1962746382, output_fired_time: 1.0667768717, propagate_forward_time: 51.7764320374, propagate_backward_time: 76.1882324219, weight_update_time: 0.1399867535, other_time: 3.0054779053
epoch time: 10.9882106781s, input_fired_time: 0.1515414864, output_fired_time: 0.0000000000, propagate_forward_time: 10.3024282455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342407227
validation[          , genome  3436] predictions:    9646/  10000 (96.46%), best:    9694/10000 (96.94%), error:      1162.84375, best error:      1010.06525 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 130.3403930664s, input_fired_time: 1.1750624180, output_fired_time: 1.0286912918, propagate_forward_time: 49.2732048035, propagate_backward_time: 75.8627700806, weight_update_time: 0.1400585622, other_time: 3.0006637573
epoch time: 11.3772554398s, input_fired_time: 0.1548597068, output_fired_time: 0.0000000000, propagate_forward_time: 10.6715049744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508909225
validation[          , genome  3436] predictions:    9629/  10000 (96.29%), best:    9694/10000 (96.94%), error:      1207.91028, best error:      1010.06525 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 137.4993133545s, input_fired_time: 1.2132762671, output_fired_time: 1.0870187283, propagate_forward_time: 51.1743659973, propagate_backward_time: 80.8134841919, weight_update_time: 0.1649561226, other_time: 3.2111740112
epoch time: 13.0830068588s, input_fired_time: 0.2094051987, output_fired_time: 0.0000000000, propagate_forward_time: 12.1186523438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7549495697
validation[          , genome  3436] predictions:    9670/  10000 (96.70%), best:    9694/10000 (96.94%), error:      1094.34424, best error:      1010.06525 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 132.6534576416s, input_fired_time: 1.2102011442, output_fired_time: 1.0381445885, propagate_forward_time: 49.7285728455, propagate_backward_time: 77.6660766602, weight_update_time: 0.1402448118, other_time: 3.0104522705
epoch time: 9.9158439636s, input_fired_time: 0.1497983038, output_fired_time: 0.0000000000, propagate_forward_time: 9.2417230606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5243225098
validation[          , genome  3436] predictions:    9641/  10000 (96.41%), best:    9694/10000 (96.94%), error:      1210.69092, best error:      1010.06525 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 131.6511535645s, input_fired_time: 1.1810903549, output_fired_time: 1.0298676491, propagate_forward_time: 49.1085777283, propagate_backward_time: 77.2923736572, weight_update_time: 0.1408742368, other_time: 3.0392456055
epoch time: 10.0410385132s, input_fired_time: 0.1501716971, output_fired_time: 0.0000000000, propagate_forward_time: 9.3539600372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369071960
validation[          , genome  3436] predictions:    9677/  10000 (96.77%), best:    9694/10000 (96.94%), error:      1083.86877, best error:      1010.06525 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 130.4187469482s, input_fired_time: 1.1851474047, output_fired_time: 1.0331118107, propagate_forward_time: 48.0477180481, propagate_backward_time: 77.1122512817, weight_update_time: 0.1402755231, other_time: 3.0405197144
epoch time: 11.2589387894s, input_fired_time: 0.1561796814, output_fired_time: 0.0000000000, propagate_forward_time: 10.5544633865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482959747
validation[          , genome  3436] predictions:    9651/  10000 (96.51%), best:    9694/10000 (96.94%), error:      1152.60510, best error:      1010.06525 on epoch:    50, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 132.2397613525s, input_fired_time: 1.2172063589, output_fired_time: 1.0529390574, propagate_forward_time: 49.5912551880, propagate_backward_time: 76.3292846680, weight_update_time: 0.1412539035, other_time: 4.0490798950
epoch time: 11.2973785400s, input_fired_time: 0.1535006464, output_fired_time: 0.0000000000, propagate_forward_time: 10.5922975540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515804291
validation[          , genome  3436] predictions:    9683/  10000 (96.83%), best:    9694/10000 (96.94%), error:      1110.20276, best error:      1010.06525 on epoch:    50, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 130.0661163330s, input_fired_time: 1.1783850193, output_fired_time: 1.0260900259, propagate_forward_time: 51.8671150208, propagate_backward_time: 72.9570846558, weight_update_time: 0.1404798627, other_time: 3.0374374390
epoch time: 11.3199901581s, input_fired_time: 0.1849351674, output_fired_time: 0.0000000000, propagate_forward_time: 9.5793714523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5556831360
validation[          , genome  3436] predictions:    9673/  10000 (96.73%), best:    9694/10000 (96.94%), error:      1128.36572, best error:      1010.06525 on epoch:    50, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 130.4868164063s, input_fired_time: 1.1827332973, output_fired_time: 1.0306308270, propagate_forward_time: 47.1654472351, propagate_backward_time: 78.1037139893, weight_update_time: 0.1402335465, other_time: 3.0042877197
epoch time: 11.2524013519s, input_fired_time: 0.1536687762, output_fired_time: 0.0000000000, propagate_forward_time: 10.5517129898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470199585
validation[          , genome  3436] predictions:    9697/  10000 (96.97%), best:    9694/10000 (96.94%), error:      1041.05493, best error:      1010.06525 on epoch:    50, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 131.9097747803s, input_fired_time: 1.1878842115, output_fired_time: 1.0303179026, propagate_forward_time: 50.2760238647, propagate_backward_time: 76.3694152832, weight_update_time: 0.1474702805, other_time: 3.0461349487
epoch time: 9.9976377487s, input_fired_time: 0.1505782753, output_fired_time: 0.0000000000, propagate_forward_time: 9.3186225891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284366608
validation[          , genome  3436] predictions:    9680/  10000 (96.80%), best:    9694/10000 (96.94%), error:      1066.87817, best error:      1010.06525 on epoch:    50, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 138.7638244629s, input_fired_time: 1.2581773996, output_fired_time: 1.1097443104, propagate_forward_time: 52.1173019409, propagate_backward_time: 79.0694732666, weight_update_time: 0.1735249758, other_time: 5.2091293335
epoch time: 11.1260128021s, input_fired_time: 0.1534654945, output_fired_time: 0.0000000000, propagate_forward_time: 10.4278182983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447292328
validation[          , genome  3436] predictions:    9661/  10000 (96.61%), best:    9694/10000 (96.94%), error:      1126.06970, best error:      1010.06525 on epoch:    50, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 130.2818603516s, input_fired_time: 1.1849871874, output_fired_time: 1.0265794992, propagate_forward_time: 48.9357337952, propagate_backward_time: 76.0981369019, weight_update_time: 0.1413878500, other_time: 3.0364303589
epoch time: 11.2911481857s, input_fired_time: 0.1562236995, output_fired_time: 0.0000000000, propagate_forward_time: 10.5887985229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461263657
validation[          , genome  3436] predictions:    9677/  10000 (96.77%), best:    9694/10000 (96.94%), error:      1084.56689, best error:      1010.06525 on epoch:    50, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 137.0259552002s, input_fired_time: 1.2244685888, output_fired_time: 1.0795739889, propagate_forward_time: 52.1058197021, propagate_backward_time: 79.4425201416, weight_update_time: 0.1489202529, other_time: 3.1735687256
epoch time: 9.8794231415s, input_fired_time: 0.1509931684, output_fired_time: 0.0000000000, propagate_forward_time: 9.1949262619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335035324
validation[          , genome  3436] predictions:    9599/  10000 (95.99%), best:    9694/10000 (96.94%), error:      1294.74390, best error:      1010.06525 on epoch:    50, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 131.6391601563s, input_fired_time: 1.1891764402, output_fired_time: 1.0274456739, propagate_forward_time: 51.0901336670, propagate_backward_time: 75.3095932007, weight_update_time: 0.1404754817, other_time: 3.0228042603
epoch time: 9.8678979874s, input_fired_time: 0.1518899798, output_fired_time: 0.0000000000, propagate_forward_time: 9.1874113083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285968781
validation[          , genome  3436] predictions:    9683/  10000 (96.83%), best:    9694/10000 (96.94%), error:      1053.83838, best error:      1010.06525 on epoch:    50, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 131.9307250977s, input_fired_time: 2.2014837265, output_fired_time: 1.0350847244, propagate_forward_time: 51.2434234619, propagate_backward_time: 74.4174270630, weight_update_time: 0.1408028454, other_time: 3.0333175659
epoch time: 9.9042787552s, input_fired_time: 0.1506624073, output_fired_time: 0.0000000000, propagate_forward_time: 9.2064580917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5471582413
validation[          , genome  3436] predictions:    9656/  10000 (96.56%), best:    9694/10000 (96.94%), error:      1113.00977, best error:      1010.06525 on epoch:    50, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 130.3199920654s, input_fired_time: 1.1873221397, output_fired_time: 1.0294781923, propagate_forward_time: 49.9782943726, propagate_backward_time: 74.9968338013, weight_update_time: 0.1401249766, other_time: 3.1280670166
epoch time: 9.8467750549s, input_fired_time: 0.1505670547, output_fired_time: 0.0000000000, propagate_forward_time: 9.1707363129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5254716873
validation[          , genome  3436] predictions:    9488/  10000 (94.88%), best:    9694/10000 (96.94%), error:      1704.65344, best error:      1010.06525 on epoch:    50, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 131.7478179932s, input_fired_time: 1.1873097420, output_fired_time: 1.0369379520, propagate_forward_time: 50.2086601257, propagate_backward_time: 75.2684936523, weight_update_time: 0.1408908218, other_time: 4.0464019775
epoch time: 11.2045841217s, input_fired_time: 0.1547655016, output_fired_time: 0.0000000000, propagate_forward_time: 10.5079393387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418796539
validation[          , genome  3436] predictions:    9668/  10000 (96.68%), best:    9694/10000 (96.94%), error:      1097.77124, best error:      1010.06525 on epoch:    50, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 130.8191680908s, input_fired_time: 1.1897997856, output_fired_time: 1.0288833380, propagate_forward_time: 50.0634689331, propagate_backward_time: 75.5093841553, weight_update_time: 0.1399549991, other_time: 3.0276260376
epoch time: 13.5581560135s, input_fired_time: 0.1824799180, output_fired_time: 0.0000000000, propagate_forward_time: 12.6992397308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6764364243
validation[          , genome  3436] predictions:    9689/  10000 (96.89%), best:    9694/10000 (96.94%), error:      1067.73035, best error:      1010.06525 on epoch:    50, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 132.8352355957s, input_fired_time: 2.2382884026, output_fired_time: 1.0400637388, propagate_forward_time: 48.9345741272, propagate_backward_time: 77.5350036621, weight_update_time: 0.1487508267, other_time: 3.0873107910
epoch time: 11.2566614151s, input_fired_time: 0.1548593044, output_fired_time: 0.0000000000, propagate_forward_time: 10.5639171600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378847122
validation[          , genome  3436] predictions:    9678/  10000 (96.78%), best:    9694/10000 (96.94%), error:      1118.87146, best error:      1010.06525 on epoch:    50, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 131.5418090820s, input_fired_time: 1.1972585917, output_fired_time: 1.0309907198, propagate_forward_time: 47.9933204651, propagate_backward_time: 78.2754745483, weight_update_time: 0.1408542246, other_time: 3.0447616577
epoch time: 9.7849597931s, input_fired_time: 0.1500714868, output_fired_time: 0.0000000000, propagate_forward_time: 9.1081390381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267496109
validation[          , genome  3436] predictions:    9671/  10000 (96.71%), best:    9694/10000 (96.94%), error:      1098.68848, best error:      1010.06525 on epoch:    50, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 131.9161224365s, input_fired_time: 1.1929644346, output_fired_time: 1.0296405554, propagate_forward_time: 49.1333198547, propagate_backward_time: 76.5077133179, weight_update_time: 0.1409113556, other_time: 4.0524826050
epoch time: 9.9698371887s, input_fired_time: 0.1504081935, output_fired_time: 0.0000000000, propagate_forward_time: 9.2943859100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250434875
validation[          , genome  3436] predictions:    9699/  10000 (96.99%), best:    9694/10000 (96.94%), error:      1038.69519, best error:      1010.06525 on epoch:    50, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 131.6752014160s, input_fired_time: 1.1954354048, output_fired_time: 1.0264295340, propagate_forward_time: 49.1285667419, propagate_backward_time: 77.2893981934, weight_update_time: 0.1409265101, other_time: 3.0353698730
epoch time: 9.9258480072s, input_fired_time: 0.1518371254, output_fired_time: 0.0000000000, propagate_forward_time: 9.2219352722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5520753860
validation[          , genome  3436] predictions:    9631/  10000 (96.31%), best:    9694/10000 (96.94%), error:      1228.24927, best error:      1010.06525 on epoch:    50, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 137.0305786133s, input_fired_time: 1.2387424707, output_fired_time: 1.0790063143, propagate_forward_time: 53.0027885437, propagate_backward_time: 78.5544204712, weight_update_time: 0.1488595307, other_time: 3.1556167603
epoch time: 11.2207489014s, input_fired_time: 1.1625975370, output_fired_time: 0.0000000000, propagate_forward_time: 9.5220136642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5361375809
validation[          , genome  3436] predictions:    9665/  10000 (96.65%), best:    9694/10000 (96.94%), error:      1093.86292, best error:      1010.06525 on epoch:    50, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 129.9683532715s, input_fired_time: 1.1887688637, output_fired_time: 2.0329785347, propagate_forward_time: 48.8088455200, propagate_backward_time: 74.9021987915, weight_update_time: 0.1403703541, other_time: 3.0355606079
epoch time: 11.3430757523s, input_fired_time: 0.1577914804, output_fired_time: 0.0000000000, propagate_forward_time: 10.6346864700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505981445
validation[          , genome  3436] predictions:    9659/  10000 (96.59%), best:    9694/10000 (96.94%), error:      1094.55176, best error:      1010.06525 on epoch:    50, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 130.7941741943s, input_fired_time: 1.1884552240, output_fired_time: 1.0256797075, propagate_forward_time: 49.1312789917, propagate_backward_time: 76.4341201782, weight_update_time: 0.1407628357, other_time: 3.0146331787
epoch time: 11.0777683258s, input_fired_time: 0.1553255469, output_fired_time: 0.0000000000, propagate_forward_time: 10.3798484802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425939560
validation[          , genome  3436] predictions:    9645/  10000 (96.45%), best:    9694/10000 (96.94%), error:      1196.20300, best error:      1010.06525 on epoch:    50, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 131.2081756592s, input_fired_time: 1.1942939758, output_fired_time: 1.0293322802, propagate_forward_time: 47.8378944397, propagate_backward_time: 78.0676574707, weight_update_time: 0.1410295814, other_time: 3.0790100098
epoch time: 10.0658712387s, input_fired_time: 0.1543789059, output_fired_time: 0.0000000000, propagate_forward_time: 9.3739109039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375814438
validation[          , genome  3436] predictions:    9665/  10000 (96.65%), best:    9694/10000 (96.94%), error:      1180.77417, best error:      1010.06525 on epoch:    50, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 131.6727447510s, input_fired_time: 2.2026033401, output_fired_time: 1.0309077501, propagate_forward_time: 49.0044364929, propagate_backward_time: 76.3924179077, weight_update_time: 0.1410682052, other_time: 3.0423660278
epoch time: 9.9456892014s, input_fired_time: 0.1520174295, output_fired_time: 0.0000000000, propagate_forward_time: 9.2622776031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5313940048
validation[          , genome  3436] predictions:    9660/  10000 (96.60%), best:    9694/10000 (96.94%), error:      1115.73889, best error:      1010.06525 on epoch:    50, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 134.5325622559s, input_fired_time: 1.2113816738, output_fired_time: 1.0289143324, propagate_forward_time: 52.2647819519, propagate_backward_time: 76.9317550659, weight_update_time: 0.1405844837, other_time: 3.0957260132
epoch time: 9.8480863571s, input_fired_time: 0.1522144079, output_fired_time: 0.0000000000, propagate_forward_time: 9.1690874100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267848969
validation[          , genome  3436] predictions:    9680/  10000 (96.80%), best:    9694/10000 (96.94%), error:      1073.34509, best error:      1010.06525 on epoch:    50, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 133.1393585205s, input_fired_time: 1.2279050350, output_fired_time: 1.0350117683, propagate_forward_time: 49.5336227417, propagate_backward_time: 78.2666473389, weight_update_time: 0.1402492523, other_time: 3.0761642456
epoch time: 11.2526397705s, input_fired_time: 0.1567446440, output_fired_time: 0.0000000000, propagate_forward_time: 10.5511474609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447473526
validation[          , genome  3436] predictions:    9658/  10000 (96.58%), best:    9694/10000 (96.94%), error:      1146.01038, best error:      1010.06525 on epoch:    50, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 129.9006958008s, input_fired_time: 1.1905133724, output_fired_time: 1.0227366686, propagate_forward_time: 46.7521781921, propagate_backward_time: 77.9117813110, weight_update_time: 0.1398166716, other_time: 3.0234909058
epoch time: 11.3112335205s, input_fired_time: 0.1565770358, output_fired_time: 0.0000000000, propagate_forward_time: 10.6060419083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486145020
validation[          , genome  3436] predictions:    9644/  10000 (96.44%), best:    9694/10000 (96.94%), error:      1151.13184, best error:      1010.06525 on epoch:    50, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 129.7997283936s, input_fired_time: 1.1996742487, output_fired_time: 1.0319986343, propagate_forward_time: 48.0670356750, propagate_backward_time: 76.4743576050, weight_update_time: 0.1406299174, other_time: 3.0266647339
epoch time: 11.2878332138s, input_fired_time: 0.1571057886, output_fired_time: 0.0000000000, propagate_forward_time: 10.5871200562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436077118
validation[          , genome  3436] predictions:    9682/  10000 (96.82%), best:    9694/10000 (96.94%), error:      1105.70898, best error:      1010.06525 on epoch:    50, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 130.4369659424s, input_fired_time: 1.1925432682, output_fired_time: 1.0296736956, propagate_forward_time: 48.9714508057, propagate_backward_time: 76.2418746948, weight_update_time: 0.1403928995, other_time: 3.0014114380
epoch time: 13.1462402344s, input_fired_time: 0.1546222419, output_fired_time: 0.0000000000, propagate_forward_time: 12.4182176590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734004974
validation[          , genome  3436] predictions:    9667/  10000 (96.67%), best:    9694/10000 (96.94%), error:      1112.85864, best error:      1010.06525 on epoch:    50, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 131.5442199707s, input_fired_time: 1.2063897848, output_fired_time: 1.0414116383, propagate_forward_time: 50.9736633301, propagate_backward_time: 75.2819213867, weight_update_time: 0.1406635195, other_time: 3.0408325195
epoch time: 9.9166364670s, input_fired_time: 0.1530530155, output_fired_time: 0.0000000000, propagate_forward_time: 9.2389907837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5245923996
validation[          , genome  3436] predictions:    9658/  10000 (96.58%), best:    9694/10000 (96.94%), error:      1150.34497, best error:      1010.06525 on epoch:    50, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 134.8511199951s, input_fired_time: 1.2402611971, output_fired_time: 1.0662814379, propagate_forward_time: 52.9791946411, propagate_backward_time: 76.4790573120, weight_update_time: 0.1417543739, other_time: 3.0863189697
epoch time: 10.0000181198s, input_fired_time: 0.1535055488, output_fired_time: 0.0000000000, propagate_forward_time: 9.3243646622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5221481323
validation[          , genome  3436] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1068.30945, best error:      1010.06525 on epoch:    50, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 132.8984222412s, input_fired_time: 1.2116601467, output_fired_time: 1.0369349718, propagate_forward_time: 47.6758041382, propagate_backward_time: 79.9334030151, weight_update_time: 0.1407999098, other_time: 3.0406188965
epoch time: 11.3057403564s, input_fired_time: 0.1567211449, output_fired_time: 0.0000000000, propagate_forward_time: 9.6016397476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5473794937
validation[          , genome  3436] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:      1039.20740, best error:      1010.06525 on epoch:    50, 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: 52.4770393372s, input_fired_time: 0.7501549125, output_fired_time: 0.0000000000, propagate_forward_time: 48.9139480591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8129348755
best training[          , genome  3436] predictions:   49130/  50000 (98.26%), best:    9694/10000 (96.94%), error:      3249.95630, best error:      1010.06525 on epoch:    50, 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: 11.2718038559s, input_fired_time: 0.1518986970, output_fired_time: 0.0000000000, propagate_forward_time: 10.5728340149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470714569
   testing[          , genome  3436] predictions:    9710/  10000 (97.10%), best:    9694/10000 (96.94%), error:       951.62286, best error:      1010.06525 on epoch:    50, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:32:17 (11128): called boinc_finish(0)

</stderr_txt>
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