Nameexact_genome_1512568488_45_7091_1
Workunit2606698
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:52:36 UTC
Report deadline15 Dec 2017, 8:49:16 UTC
Received8 Dec 2017, 14:47:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time4 hours 39 min 57 sec
CPU time3 hours 42 min 37 sec
Validate stateValid
Credit1,843.17
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.13 MB
Peak swap size158.14 MB
Peak disk usage1.94 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
, genome  7091] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       919.97681, best error:       919.97681 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 115.4972534180s, input_fired_time: 1.2226030827, output_fired_time: 1.1138142347, propagate_forward_time: 43.3088645935, propagate_backward_time: 67.1767730713, weight_update_time: 0.1389832944, other_time: 2.6752014160
epoch time: 9.5937423706s, input_fired_time: 0.1430795193, output_fired_time: 0.0000000000, propagate_forward_time: 8.9419298172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087327957
validation[          , genome  7091] predictions:    9698/  10000 (96.98%), best:    9730/10000 (97.30%), error:       986.84595, best error:       919.97681 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 122.7344589233s, input_fired_time: 1.2486879826, output_fired_time: 1.1954426765, propagate_forward_time: 46.1283264160, propagate_backward_time: 71.4716033936, weight_update_time: 0.1430982947, other_time: 2.6903991699
epoch time: 8.9755353928s, input_fired_time: 0.1447732300, output_fired_time: 0.0000000000, propagate_forward_time: 8.3636484146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4671134949
validation[          , genome  7091] predictions:    9712/  10000 (97.12%), best:    9730/10000 (97.30%), error:       996.84790, best error:       919.97681 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 118.9580612183s, input_fired_time: 1.1858403683, output_fired_time: 1.1127599478, propagate_forward_time: 44.6515007019, propagate_backward_time: 69.3210678101, weight_update_time: 0.1401203871, other_time: 2.6868972778
epoch time: 9.8699254990s, input_fired_time: 0.1475908309, output_fired_time: 0.0000000000, propagate_forward_time: 9.2490148544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733200073
validation[          , genome  7091] predictions:    9713/  10000 (97.13%), best:    9730/10000 (97.30%), error:       944.27765, best error:       919.97681 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 120.8373184204s, input_fired_time: 1.2287245989, output_fired_time: 1.0268859863, propagate_forward_time: 45.4004669189, propagate_backward_time: 70.3176345825, weight_update_time: 0.1389413178, other_time: 2.8636093140
epoch time: 10.8855009079s, input_fired_time: 0.1528860182, output_fired_time: 0.0000000000, propagate_forward_time: 10.2469196320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856948853
validation[          , genome  7091] predictions:    9715/  10000 (97.15%), best:    9730/10000 (97.30%), error:       952.53198, best error:       919.97681 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 118.4011154175s, input_fired_time: 1.1885986328, output_fired_time: 1.0351127386, propagate_forward_time: 44.2784919739, propagate_backward_time: 69.1510696411, weight_update_time: 0.1406565309, other_time: 2.7478408813
epoch time: 9.2771291733s, input_fired_time: 0.1486793160, output_fired_time: 0.0000000000, propagate_forward_time: 8.6505270004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4779224396
validation[          , genome  7091] predictions:    9712/  10000 (97.12%), best:    9730/10000 (97.30%), error:       993.91711, best error:       919.97681 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 118.5910110474s, input_fired_time: 1.2230218649, output_fired_time: 1.1167073250, propagate_forward_time: 44.7700958252, propagate_backward_time: 68.7791442871, weight_update_time: 0.1380396336, other_time: 2.7020416260
epoch time: 8.8578691483s, input_fired_time: 0.1421507746, output_fired_time: 0.0000000000, propagate_forward_time: 8.2600860596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556322098
validation[          , genome  7091] predictions:    9701/  10000 (97.01%), best:    9730/10000 (97.30%), error:       985.57129, best error:       919.97681 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 120.2222976685s, input_fired_time: 1.2012965679, output_fired_time: 1.1467438936, propagate_forward_time: 45.0769920349, propagate_backward_time: 69.9872055054, weight_update_time: 0.1421715766, other_time: 2.8100662231
epoch time: 13.7070484161s, input_fired_time: 0.1424410045, output_fired_time: 0.0000000000, propagate_forward_time: 12.8736886978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6909189224
validation[          , genome  7091] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       914.06934, best error:       914.06934 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 123.9532699585s, input_fired_time: 1.2519917488, output_fired_time: 1.1091496944, propagate_forward_time: 46.7412033081, propagate_backward_time: 71.9258880615, weight_update_time: 0.1419959068, other_time: 2.9250411987
epoch time: 9.9308223724s, input_fired_time: 0.1955019385, output_fired_time: 0.0000000000, propagate_forward_time: 9.2609348297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743852615
validation[          , genome  7091] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       956.76062, best error:       914.06934 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 119.2651062012s, input_fired_time: 1.1898502111, output_fired_time: 1.1269228458, propagate_forward_time: 44.6754837036, propagate_backward_time: 69.4382781982, weight_update_time: 0.1403196603, other_time: 2.8345718384
epoch time: 9.0502576828s, input_fired_time: 0.1414344758, output_fired_time: 0.0000000000, propagate_forward_time: 8.4038791656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049438477
validation[          , genome  7091] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       908.25720, best error:       908.25720 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 120.2179641724s, input_fired_time: 1.2506780624, output_fired_time: 1.1497985125, propagate_forward_time: 45.2441062927, propagate_backward_time: 69.8934783936, weight_update_time: 0.1424485743, other_time: 2.6799011230
epoch time: 10.1769151688s, input_fired_time: 0.1512562484, output_fired_time: 0.0000000000, propagate_forward_time: 9.4931068420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5325517654
validation[          , genome  7091] predictions:    9715/  10000 (97.15%), best:    9719/10000 (97.19%), error:       917.42511, best error:       908.25720 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 118.4089279175s, input_fired_time: 1.2020738125, output_fired_time: 1.0977182388, propagate_forward_time: 44.4696083069, propagate_backward_time: 68.9607009888, weight_update_time: 0.1425452977, other_time: 2.6788253784
epoch time: 9.8129673004s, input_fired_time: 0.1550123394, output_fired_time: 0.0000000000, propagate_forward_time: 9.1608877182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970674515
validation[          , genome  7091] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       801.50555, best error:       801.50555 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 120.8277511597s, input_fired_time: 1.3512685299, output_fired_time: 1.0616050959, propagate_forward_time: 45.2527770996, propagate_backward_time: 70.4782028198, weight_update_time: 0.1428268701, other_time: 2.6838989258
epoch time: 10.5193948746s, input_fired_time: 0.1984234452, output_fired_time: 0.0000000000, propagate_forward_time: 9.8341226578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4868488312
validation[          , genome  7091] predictions:    9658/  10000 (96.58%), best:    9768/10000 (97.68%), error:      1150.72266, best error:       801.50555 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 124.3379364014s, input_fired_time: 1.2510616779, output_fired_time: 1.2077059746, propagate_forward_time: 46.8030128479, propagate_backward_time: 72.2257461548, weight_update_time: 0.1421024352, other_time: 2.8504104614
epoch time: 8.9280633926s, input_fired_time: 0.1460353583, output_fired_time: 0.0000000000, propagate_forward_time: 8.3130626678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689655304
validation[          , genome  7091] predictions:    9720/  10000 (97.20%), best:    9768/10000 (97.68%), error:       945.77789, best error:       801.50555 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 119.5161590576s, input_fired_time: 1.1922717094, output_fired_time: 1.0317388773, propagate_forward_time: 44.8145561218, propagate_backward_time: 69.6993637085, weight_update_time: 0.1397974044, other_time: 2.7782363892
epoch time: 9.7340936661s, input_fired_time: 0.1515440494, output_fired_time: 0.0000000000, propagate_forward_time: 9.1019515991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4805984497
validation[          , genome  7091] predictions:    9726/  10000 (97.26%), best:    9768/10000 (97.68%), error:       928.75409, best error:       801.50555 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 117.5409851074s, input_fired_time: 1.2372419834, output_fired_time: 1.0290088654, propagate_forward_time: 43.8257102966, propagate_backward_time: 68.6603469849, weight_update_time: 0.1864572167, other_time: 2.7886734009
epoch time: 11.2449054718s, input_fired_time: 0.1447640657, output_fired_time: 0.0000000000, propagate_forward_time: 10.4532232285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6469182968
validation[          , genome  7091] predictions:    9677/  10000 (96.77%), best:    9768/10000 (97.68%), error:      1044.07983, best error:       801.50555 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 117.3217239380s, input_fired_time: 1.2582010031, output_fired_time: 1.0346183777, propagate_forward_time: 44.2376403809, propagate_backward_time: 68.0705032349, weight_update_time: 0.1403319389, other_time: 2.7207565308
epoch time: 10.7385082245s, input_fired_time: 0.1475231946, output_fired_time: 0.0000000000, propagate_forward_time: 10.0830974579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078878403
validation[          , genome  7091] predictions:    9722/  10000 (97.22%), best:    9768/10000 (97.68%), error:       938.88940, best error:       801.50555 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 119.2195816040s, input_fired_time: 1.2012565136, output_fired_time: 1.1082192659, propagate_forward_time: 44.8225784302, propagate_backward_time: 69.4138107300, weight_update_time: 0.1416037083, other_time: 2.6737136841
epoch time: 10.1536903381s, input_fired_time: 0.1468545198, output_fired_time: 0.0000000000, propagate_forward_time: 9.4938402176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129957199
validation[          , genome  7091] predictions:    9695/  10000 (96.95%), best:    9768/10000 (97.68%), error:       975.25873, best error:       801.50555 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 118.1206588745s, input_fired_time: 1.2813743353, output_fired_time: 1.0504555702, propagate_forward_time: 44.3777847290, propagate_backward_time: 68.6156158447, weight_update_time: 0.1409534812, other_time: 2.7954330444
epoch time: 9.9953422546s, input_fired_time: 0.1580454558, output_fired_time: 0.0000000000, propagate_forward_time: 9.3351774216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021190643
validation[          , genome  7091] predictions:    9714/  10000 (97.14%), best:    9768/10000 (97.68%), error:       977.32910, best error:       801.50555 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 120.8321456909s, input_fired_time: 1.1790689230, output_fired_time: 1.0590815544, propagate_forward_time: 45.1695632935, propagate_backward_time: 70.5459594727, weight_update_time: 0.1372395009, other_time: 2.8784713745
epoch time: 9.1519498825s, input_fired_time: 0.1470378190, output_fired_time: 0.0000000000, propagate_forward_time: 8.4894132614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154991150
validation[          , genome  7091] predictions:    9737/  10000 (97.37%), best:    9768/10000 (97.68%), error:       857.82111, best error:       801.50555 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 119.3524780273s, input_fired_time: 1.2140215635, output_fired_time: 1.0812675953, propagate_forward_time: 44.6305618286, propagate_backward_time: 69.6360092163, weight_update_time: 0.1564556360, other_time: 2.7906188965
epoch time: 9.2518796921s, input_fired_time: 0.1495784521, output_fired_time: 0.0000000000, propagate_forward_time: 8.6268615723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754400253
validation[          , genome  7091] predictions:    9759/  10000 (97.59%), best:    9768/10000 (97.68%), error:       880.57025, best error:       801.50555 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 122.4365692139s, input_fired_time: 1.2545866966, output_fired_time: 1.0523116589, propagate_forward_time: 45.7832412720, propagate_backward_time: 71.4243469238, weight_update_time: 0.1404030621, other_time: 2.9220809937
epoch time: 10.1631422043s, input_fired_time: 0.1933960170, output_fired_time: 0.0000000000, propagate_forward_time: 9.4260835648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5436630249
validation[          , genome  7091] predictions:    9706/  10000 (97.06%), best:    9768/10000 (97.68%), error:       957.90961, best error:       801.50555 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 115.7895126343s, input_fired_time: 1.2429633141, output_fired_time: 1.0318235159, propagate_forward_time: 43.3345947266, propagate_backward_time: 67.5480499268, weight_update_time: 0.1390795112, other_time: 2.6320800781
epoch time: 14.9981288910s, input_fired_time: 0.1665740162, output_fired_time: 0.0000000000, propagate_forward_time: 14.0134868622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8180675507
validation[          , genome  7091] predictions:    9740/  10000 (97.40%), best:    9768/10000 (97.68%), error:       902.32129, best error:       801.50555 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 196.2022552490s, input_fired_time: 1.7469049692, output_fired_time: 1.5235433578, propagate_forward_time: 73.7236862183, propagate_backward_time: 114.1968383789, weight_update_time: 0.1586719006, other_time: 5.0112838745
epoch time: 14.9649229050s, input_fired_time: 0.1673973203, output_fired_time: 0.0000000000, propagate_forward_time: 14.0199460983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7775793076
validation[          , genome  7091] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       902.39691, best error:       801.50555 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 193.7447967529s, input_fired_time: 1.9897537231, output_fired_time: 2.4929723740, propagate_forward_time: 72.8745269775, propagate_backward_time: 112.6585693359, weight_update_time: 0.1583805233, other_time: 3.7289733887
epoch time: 16.4822139740s, input_fired_time: 0.1676262021, output_fired_time: 0.0000000000, propagate_forward_time: 15.7250795364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895090103
validation[          , genome  7091] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       891.03339, best error:       801.50555 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 185.8672637939s, input_fired_time: 1.5569273233, output_fired_time: 1.2741439342, propagate_forward_time: 71.9911117554, propagate_backward_time: 107.3777618408, weight_update_time: 0.1582033038, other_time: 3.6673202515
epoch time: 16.1165485382s, input_fired_time: 0.1671234518, output_fired_time: 0.0000000000, propagate_forward_time: 15.4074058533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420188904
validation[          , genome  7091] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       945.85382, best error:       801.50555 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 191.9460144043s, input_fired_time: 2.1050684452, output_fired_time: 1.6795955896, propagate_forward_time: 72.0355606079, propagate_backward_time: 112.0888137817, weight_update_time: 0.1579565704, other_time: 4.0369720459
epoch time: 16.1241836548s, input_fired_time: 0.4179296494, output_fired_time: 0.0000000000, propagate_forward_time: 15.0367584229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6694955826
validation[          , genome  7091] predictions:    9693/  10000 (96.93%), best:    9768/10000 (97.68%), error:      1055.15601, best error:       801.50555 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 202.5075836182s, input_fired_time: 1.8218559027, output_fired_time: 1.8210339546, propagate_forward_time: 75.7332839966, propagate_backward_time: 119.7147445679, weight_update_time: 0.2208432853, other_time: 3.4166717529
epoch time: 15.8873662949s, input_fired_time: 0.1722782701, output_fired_time: 0.0000000000, propagate_forward_time: 14.9354095459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7796783447
validation[          , genome  7091] predictions:    9729/  10000 (97.29%), best:    9768/10000 (97.68%), error:       923.05682, best error:       801.50555 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 225.5214538574s, input_fired_time: 2.7302546501, output_fired_time: 3.0234460831, propagate_forward_time: 82.7249298096, propagate_backward_time: 131.9037017822, weight_update_time: 0.5174421072, other_time: 5.1391143799
epoch time: 21.2390174866s, input_fired_time: 0.2772977352, output_fired_time: 0.0000000000, propagate_forward_time: 19.1189746857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8427448273
validation[          , genome  7091] predictions:    9754/  10000 (97.54%), best:    9768/10000 (97.68%), error:       809.78467, best error:       801.50555 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 209.7742767334s, input_fired_time: 2.4264812469, output_fired_time: 1.7352831364, propagate_forward_time: 81.0072860718, propagate_backward_time: 119.8477249146, weight_update_time: 0.2346091866, other_time: 4.7574920654
epoch time: 9.6669168472s, input_fired_time: 0.1507324725, output_fired_time: 0.0000000000, propagate_forward_time: 8.9912576675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249271393
validation[          , genome  7091] predictions:    9744/  10000 (97.44%), best:    9768/10000 (97.68%), error:       889.11340, best error:       801.50555 on epoch:    25, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 119.9443359375s, input_fired_time: 1.2106097937, output_fired_time: 1.0438297987, propagate_forward_time: 44.9579696655, propagate_backward_time: 70.0759353638, weight_update_time: 0.1416273117, other_time: 2.6559906006
epoch time: 10.9066085815s, input_fired_time: 0.1621205509, output_fired_time: 0.0000000000, propagate_forward_time: 10.2301616669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143260956
validation[          , genome  7091] predictions:    9697/  10000 (96.97%), best:    9768/10000 (97.68%), error:       978.28839, best error:       801.50555 on epoch:    25, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 124.0473556519s, input_fired_time: 1.2647683620, output_fired_time: 1.1934235096, propagate_forward_time: 46.7425804138, propagate_backward_time: 71.9548873901, weight_update_time: 0.1404061466, other_time: 2.8917007446
epoch time: 9.6966552734s, input_fired_time: 0.1531907171, output_fired_time: 0.0000000000, propagate_forward_time: 9.0312013626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122632980
validation[          , genome  7091] predictions:    9766/  10000 (97.66%), best:    9768/10000 (97.68%), error:       823.03583, best error:       801.50555 on epoch:    25, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 122.1046371460s, input_fired_time: 1.3146831989, output_fired_time: 1.0604850054, propagate_forward_time: 46.2302856445, propagate_backward_time: 70.6691360474, weight_update_time: 0.1429390162, other_time: 2.8300476074
epoch time: 10.5271787643s, input_fired_time: 0.1554901004, output_fired_time: 0.0000000000, propagate_forward_time: 9.8809432983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907455444
validation[          , genome  7091] predictions:    9733/  10000 (97.33%), best:    9768/10000 (97.68%), error:       894.67072, best error:       801.50555 on epoch:    25, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 123.7399978638s, input_fired_time: 1.2193647623, output_fired_time: 1.2296065092, propagate_forward_time: 46.5491256714, propagate_backward_time: 71.8995132446, weight_update_time: 0.1432324201, other_time: 2.8423843384
epoch time: 16.7199058533s, input_fired_time: 0.1647221446, output_fired_time: 0.0000000000, propagate_forward_time: 15.2213268280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3338565826
validation[          , genome  7091] predictions:    9708/  10000 (97.08%), best:    9768/10000 (97.68%), error:       946.42682, best error:       801.50555 on epoch:    25, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 239.2736663818s, input_fired_time: 2.9739158154, output_fired_time: 1.6621183157, propagate_forward_time: 90.7337570190, propagate_backward_time: 138.0734863281, weight_update_time: 0.1580682695, other_time: 5.8303833008
epoch time: 16.0905132294s, input_fired_time: 0.1685155332, output_fired_time: 0.0000000000, propagate_forward_time: 15.3469495773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750484467
validation[          , genome  7091] predictions:    9762/  10000 (97.62%), best:    9768/10000 (97.68%), error:       830.85748, best error:       801.50555 on epoch:    25, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 196.7389984131s, input_fired_time: 1.9121285677, output_fired_time: 1.8211354017, propagate_forward_time: 75.2929153442, propagate_backward_time: 113.7037582397, weight_update_time: 0.4080044627, other_time: 4.0090637207
epoch time: 18.4275779724s, input_fired_time: 0.2151435912, output_fired_time: 0.0000000000, propagate_forward_time: 17.6820335388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304012299
validation[          , genome  7091] predictions:    9703/  10000 (97.03%), best:    9768/10000 (97.68%), error:       924.15741, best error:       801.50555 on epoch:    25, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 188.4915618896s, input_fired_time: 2.1420326233, output_fired_time: 1.7066112757, propagate_forward_time: 71.2856140137, propagate_backward_time: 109.7196578979, weight_update_time: 0.4078767896, other_time: 3.6376571655
epoch time: 15.5030927658s, input_fired_time: 0.1686988473, output_fired_time: 0.0000000000, propagate_forward_time: 14.7587890625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5756044388
validation[          , genome  7091] predictions:    9719/  10000 (97.19%), best:    9768/10000 (97.68%), error:       936.27795, best error:       801.50555 on epoch:    25, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 196.1049041748s, input_fired_time: 2.5157513618, output_fired_time: 1.5988674164, propagate_forward_time: 73.4027175903, propagate_backward_time: 114.3132400513, weight_update_time: 0.4081156850, other_time: 4.2743377686
epoch time: 15.9298095703s, input_fired_time: 0.2453490049, output_fired_time: 0.0000000000, propagate_forward_time: 13.5261402130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1583204269
validation[          , genome  7091] predictions:    9682/  10000 (96.82%), best:    9768/10000 (97.68%), error:      1125.29602, best error:       801.50555 on epoch:    25, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 196.7078399658s, input_fired_time: 1.4870089293, output_fired_time: 2.2757422924, propagate_forward_time: 73.8911361694, propagate_backward_time: 114.8395767212, weight_update_time: 0.2050859481, other_time: 4.2143707275
epoch time: 14.4392919540s, input_fired_time: 0.1688524634, output_fired_time: 0.0000000000, propagate_forward_time: 13.7420797348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283594131
validation[          , genome  7091] predictions:    9762/  10000 (97.62%), best:    9768/10000 (97.68%), error:       847.54498, best error:       801.50555 on epoch:    25, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 187.3476867676s, input_fired_time: 2.1583149433, output_fired_time: 1.6798866987, propagate_forward_time: 71.1755828857, propagate_backward_time: 108.6228561401, weight_update_time: 0.2518779039, other_time: 3.7110519409
epoch time: 15.4284029007s, input_fired_time: 0.1688309312, output_fired_time: 0.0000000000, propagate_forward_time: 14.6844120026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5751600266
validation[          , genome  7091] predictions:    9751/  10000 (97.51%), best:    9768/10000 (97.68%), error:       831.71265, best error:       801.50555 on epoch:    25, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 184.2046508789s, input_fired_time: 2.0632104874, output_fired_time: 2.4751551151, propagate_forward_time: 70.1152648926, propagate_backward_time: 105.9274978638, weight_update_time: 0.1578608453, other_time: 3.6235122681
epoch time: 14.3849534988s, input_fired_time: 0.4200884700, output_fired_time: 0.0000000000, propagate_forward_time: 13.1854133606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7794513702
validation[          , genome  7091] predictions:    9717/  10000 (97.17%), best:    9768/10000 (97.68%), error:       950.98907, best error:       801.50555 on epoch:    25, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 184.2400970459s, input_fired_time: 1.3632245064, output_fired_time: 1.1936477423, propagate_forward_time: 70.8404846191, propagate_backward_time: 106.6913146973, weight_update_time: 0.1578316540, other_time: 4.1514282227
epoch time: 15.1057100296s, input_fired_time: 0.1682272851, output_fired_time: 0.0000000000, propagate_forward_time: 14.1119527817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8255300522
validation[          , genome  7091] predictions:    9747/  10000 (97.47%), best:    9768/10000 (97.68%), error:       898.18793, best error:       801.50555 on epoch:    25, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 186.9658050537s, input_fired_time: 1.8646893501, output_fired_time: 1.2438189983, propagate_forward_time: 71.0105514526, propagate_backward_time: 108.2268142700, weight_update_time: 0.1581051052, other_time: 4.6199340820
epoch time: 15.5233688354s, input_fired_time: 0.1696527451, output_fired_time: 0.0000000000, propagate_forward_time: 14.5587539673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7949619293
validation[          , genome  7091] predictions:    9706/  10000 (97.06%), best:    9768/10000 (97.68%), error:       944.04199, best error:       801.50555 on epoch:    25, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 200.0035705566s, input_fired_time: 1.7613967657, output_fired_time: 1.2259677649, propagate_forward_time: 75.0437774658, propagate_backward_time: 117.7937164307, weight_update_time: 0.4236730337, other_time: 4.1787109375
epoch time: 15.7713699341s, input_fired_time: 0.2003547847, output_fired_time: 0.0000000000, propagate_forward_time: 14.7749052048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7961101532
validation[          , genome  7091] predictions:    9701/  10000 (97.01%), best:    9768/10000 (97.68%), error:       983.75153, best error:       801.50555 on epoch:    25, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 185.5706481934s, input_fired_time: 1.9848816395, output_fired_time: 2.0381197929, propagate_forward_time: 69.7067031860, propagate_backward_time: 107.1915054321, weight_update_time: 0.4393804073, other_time: 4.6494445801
epoch time: 14.3420581818s, input_fired_time: 0.4189508855, output_fired_time: 0.0000000000, propagate_forward_time: 12.8936662674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0294408798
validation[          , genome  7091] predictions:    9714/  10000 (97.14%), best:    9768/10000 (97.68%), error:       940.64703, best error:       801.50555 on epoch:    25, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 179.9115447998s, input_fired_time: 1.3317575455, output_fired_time: 1.9261752367, propagate_forward_time: 67.7266235352, propagate_backward_time: 104.7528381348, weight_update_time: 0.1577998847, other_time: 4.1741485596
epoch time: 14.7813196182s, input_fired_time: 0.4198448360, output_fired_time: 0.0000000000, propagate_forward_time: 13.8321771622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292978287
validation[          , genome  7091] predictions:    9770/  10000 (97.70%), best:    9768/10000 (97.68%), error:       829.98645, best error:       801.50555 on epoch:    25, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 163.0081481934s, input_fired_time: 1.8184783459, output_fired_time: 1.6691688299, propagate_forward_time: 61.3994216919, propagate_backward_time: 94.9491882324, weight_update_time: 0.1534853131, other_time: 3.1718826294
epoch time: 8.8423175812s, input_fired_time: 0.1474142224, output_fired_time: 0.0000000000, propagate_forward_time: 8.2323560715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625473022
validation[          , genome  7091] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       778.59900, best error:       778.59900 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 123.5085678101s, input_fired_time: 1.2832908630, output_fired_time: 1.0969396830, propagate_forward_time: 46.2772407532, propagate_backward_time: 72.0842132568, weight_update_time: 0.1443275660, other_time: 2.7668914795
epoch time: 10.6652946472s, input_fired_time: 0.1481709331, output_fired_time: 0.0000000000, propagate_forward_time: 10.0282335281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888906479
validation[          , genome  7091] predictions:    9637/  10000 (96.37%), best:    9762/10000 (97.62%), error:      1160.15649, best error:       778.59900 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 121.2578887939s, input_fired_time: 1.2422854900, output_fired_time: 1.1153974533, propagate_forward_time: 45.6920776367, propagate_backward_time: 70.4600601196, weight_update_time: 0.1445093006, other_time: 2.7480697632
epoch time: 9.0624504089s, input_fired_time: 0.1513115913, output_fired_time: 0.0000000000, propagate_forward_time: 8.4403705597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707679749
validation[          , genome  7091] predictions:    9776/  10000 (97.76%), best:    9762/10000 (97.62%), error:       809.51428, best error:       778.59900 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 125.8862152100s, input_fired_time: 1.2436985970, output_fired_time: 1.1292254925, propagate_forward_time: 47.1859130859, propagate_backward_time: 73.4103393555, weight_update_time: 0.1453761756, other_time: 2.9170379639
epoch time: 9.6264419556s, input_fired_time: 0.1543825418, output_fired_time: 0.0000000000, propagate_forward_time: 8.9749822617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970769882
validation[          , genome  7091] predictions:    9732/  10000 (97.32%), best:    9762/10000 (97.62%), error:       906.48651, best error:       778.59900 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 122.2310028076s, input_fired_time: 1.2427620888, output_fired_time: 1.1120197773, propagate_forward_time: 45.8853569031, propagate_backward_time: 71.1153564453, weight_update_time: 0.1456459612, other_time: 2.8755035400
epoch time: 9.8523302078s, input_fired_time: 0.1519439220, output_fired_time: 0.0000000000, propagate_forward_time: 9.2285528183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4718332291
validation[          , genome  7091] predictions:    9742/  10000 (97.42%), best:    9762/10000 (97.62%), error:       836.62561, best error:       778.59900 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 128.2251586914s, input_fired_time: 1.3684513569, output_fired_time: 1.2129529715, propagate_forward_time: 48.3413925171, propagate_backward_time: 74.4019317627, weight_update_time: 0.1505033970, other_time: 2.9004287720
epoch time: 10.6848545074s, input_fired_time: 0.1631768346, output_fired_time: 0.0000000000, propagate_forward_time: 10.0167903900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048875809
validation[          , genome  7091] predictions:    9745/  10000 (97.45%), best:    9762/10000 (97.62%), error:       879.45325, best error:       778.59900 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 124.9788131714s, input_fired_time: 1.3437588215, output_fired_time: 1.0809664726, propagate_forward_time: 46.9538116455, propagate_backward_time: 72.6934890747, weight_update_time: 0.1462778598, other_time: 2.9067916870
epoch time: 11.4638271332s, input_fired_time: 0.1650871634, output_fired_time: 0.0000000000, propagate_forward_time: 10.7218484879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5768918991
validation[          , genome  7091] predictions:    9741/  10000 (97.41%), best:    9762/10000 (97.62%), error:       921.51563, best error:       778.59900 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 120.1494827271s, input_fired_time: 1.2433184385, output_fired_time: 1.0746073723, propagate_forward_time: 45.1446800232, propagate_backward_time: 69.9597854614, weight_update_time: 0.1458318830, other_time: 2.7270889282
epoch time: 11.2358655930s, input_fired_time: 0.1655515283, output_fired_time: 0.0000000000, propagate_forward_time: 10.5572919846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130224228
validation[          , genome  7091] predictions:    9752/  10000 (97.52%), best:    9762/10000 (97.62%), error:       833.34845, best error:       778.59900 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 129.2358703613s, input_fired_time: 1.3306758404, output_fired_time: 1.2170608044, propagate_forward_time: 48.7663116455, propagate_backward_time: 75.0288238525, weight_update_time: 0.1490522921, other_time: 2.8929977417
epoch time: 10.6772060394s, input_fired_time: 0.1533713937, output_fired_time: 0.0000000000, propagate_forward_time: 10.0471725464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766616821
validation[          , genome  7091] predictions:    9686/  10000 (96.86%), best:    9762/10000 (97.62%), error:      1070.77759, best error:       778.59900 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 128.6654815674s, input_fired_time: 1.4352427721, output_fired_time: 1.0586919785, propagate_forward_time: 48.2100715637, propagate_backward_time: 74.8406295776, weight_update_time: 0.1427982748, other_time: 3.1208419800
epoch time: 9.5364370346s, input_fired_time: 0.1566676795, output_fired_time: 0.0000000000, propagate_forward_time: 8.8942012787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855680466
validation[          , genome  7091] predictions:    9764/  10000 (97.64%), best:    9762/10000 (97.62%), error:       795.87073, best error:       778.59900 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 123.5489273071s, input_fired_time: 1.2499299049, output_fired_time: 1.0842550993, propagate_forward_time: 46.3625640869, propagate_backward_time: 71.9274444580, weight_update_time: 0.1462035626, other_time: 2.9247360229
epoch time: 10.8295345306s, input_fired_time: 0.1652847975, output_fired_time: 0.0000000000, propagate_forward_time: 10.1504878998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137615204
validation[          , genome  7091] predictions:    9773/  10000 (97.73%), best:    9762/10000 (97.62%), error:       806.16461, best error:       778.59900 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 128.8875427246s, input_fired_time: 1.3504314423, output_fired_time: 1.0879540443, propagate_forward_time: 48.5517044067, propagate_backward_time: 74.9664611816, weight_update_time: 0.1473324597, other_time: 2.9309921265
epoch time: 10.0709552765s, input_fired_time: 0.1629162729, output_fired_time: 0.0000000000, propagate_forward_time: 9.4004859924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075531006
validation[          , genome  7091] predictions:    9775/  10000 (97.75%), best:    9762/10000 (97.62%), error:       798.79755, best error:       778.59900 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 123.3833236694s, input_fired_time: 1.3033149242, output_fired_time: 1.1347013712, propagate_forward_time: 46.3829574585, propagate_backward_time: 71.7274322510, weight_update_time: 0.1441498697, other_time: 2.8349151611
epoch time: 12.7314882278s, input_fired_time: 0.2044773996, output_fired_time: 0.0000000000, propagate_forward_time: 11.9146070480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124038696
validation[          , genome  7091] predictions:    9764/  10000 (97.64%), best:    9762/10000 (97.62%), error:       796.85925, best error:       778.59900 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 123.3637771606s, input_fired_time: 1.2917723656, output_fired_time: 1.0720520020, propagate_forward_time: 46.4756393433, propagate_backward_time: 71.6899261475, weight_update_time: 0.1450765729, other_time: 2.8343887329
epoch time: 10.6489801407s, input_fired_time: 0.2101489156, output_fired_time: 0.0000000000, propagate_forward_time: 9.9030380249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357933044
validation[          , genome  7091] predictions:    9766/  10000 (97.66%), best:    9762/10000 (97.62%), error:       808.68414, best error:       778.59900 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 125.3872909546s, input_fired_time: 1.3539582491, output_fired_time: 1.1451882124, propagate_forward_time: 47.3107948303, propagate_backward_time: 72.7286376953, weight_update_time: 0.1442139745, other_time: 2.8487091064
epoch time: 11.0777816772s, input_fired_time: 0.2319045961, output_fired_time: 0.0000000000, propagate_forward_time: 10.3681383133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777383804
validation[          , genome  7091] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       867.58240, best error:       778.59900 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 130.7826232910s, input_fired_time: 1.3726581335, output_fired_time: 1.1330637932, propagate_forward_time: 49.2651786804, propagate_backward_time: 76.0244750977, weight_update_time: 0.1460807174, other_time: 2.9872436523
epoch time: 9.3392086029s, input_fired_time: 0.1508066654, output_fired_time: 0.0000000000, propagate_forward_time: 8.6618824005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265197754
validation[          , genome  7091] predictions:    9721/  10000 (97.21%), best:    9762/10000 (97.62%), error:       943.43878, best error:       778.59900 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 123.3019485474s, input_fired_time: 1.2799983025, output_fired_time: 1.1184751987, propagate_forward_time: 46.4074020386, propagate_backward_time: 71.7669982910, weight_update_time: 0.1425606608, other_time: 2.7290725708
epoch time: 10.8543071747s, input_fired_time: 0.1617729664, output_fired_time: 0.0000000000, propagate_forward_time: 10.1935520172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989824295
validation[          , genome  7091] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       879.23853, best error:       778.59900 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 122.9796066284s, input_fired_time: 1.2422469854, output_fired_time: 1.1436723471, propagate_forward_time: 46.2480773926, propagate_backward_time: 71.6375122070, weight_update_time: 0.1446030289, other_time: 2.7080993652
epoch time: 11.6779375076s, input_fired_time: 0.2100260109, output_fired_time: 0.0000000000, propagate_forward_time: 10.9620742798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058374405
validation[          , genome  7091] predictions:    9691/  10000 (96.91%), best:    9762/10000 (97.62%), error:      1028.46094, best error:       778.59900 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 130.2659149170s, input_fired_time: 1.2724936008, output_fired_time: 1.1649358273, propagate_forward_time: 49.3167457581, propagate_backward_time: 75.6497879028, weight_update_time: 0.1490103453, other_time: 2.8619613647
epoch time: 8.6513776779s, input_fired_time: 0.1481059194, output_fired_time: 0.0000000000, propagate_forward_time: 8.0487852097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544868469
validation[          , genome  7091] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       750.79846, best error:       750.79846 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 121.7502212524s, input_fired_time: 1.2453708649, output_fired_time: 1.0699619055, propagate_forward_time: 45.7443466187, propagate_backward_time: 70.9697494507, weight_update_time: 0.1448231637, other_time: 2.7207946777
epoch time: 10.4853887558s, input_fired_time: 0.1608789116, output_fired_time: 0.0000000000, propagate_forward_time: 9.7822065353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423030853
validation[          , genome  7091] predictions:    9739/  10000 (97.39%), best:    9783/10000 (97.83%), error:       865.26740, best error:       750.79846 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 127.8041152954s, input_fired_time: 1.4562426805, output_fired_time: 1.0993669033, propagate_forward_time: 47.9066429138, propagate_backward_time: 74.4656295776, weight_update_time: 0.1483591050, other_time: 2.8762283325
epoch time: 9.0770387650s, input_fired_time: 0.1531154215, output_fired_time: 0.0000000000, propagate_forward_time: 8.4536380768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702854156
validation[          , genome  7091] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       843.25580, best error:       750.79846 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 119.2265548706s, input_fired_time: 1.3129423857, output_fired_time: 1.0349311829, propagate_forward_time: 44.7979927063, propagate_backward_time: 69.3113708496, weight_update_time: 0.1402582079, other_time: 2.7693176270
epoch time: 9.0547904968s, input_fired_time: 0.1526684016, output_fired_time: 0.0000000000, propagate_forward_time: 8.4315958023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4705266953
validation[          , genome  7091] predictions:    9745/  10000 (97.45%), best:    9783/10000 (97.83%), error:       848.79755, best error:       750.79846 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 119.2309341431s, input_fired_time: 1.2450608015, output_fired_time: 1.0617108345, propagate_forward_time: 44.8930778503, propagate_backward_time: 69.2410736084, weight_update_time: 0.1441673636, other_time: 2.7900085449
epoch time: 9.2632589340s, input_fired_time: 0.2143925130, output_fired_time: 0.0000000000, propagate_forward_time: 8.5815887451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672775269
validation[          , genome  7091] predictions:    9736/  10000 (97.36%), best:    9783/10000 (97.83%), error:       892.94489, best error:       750.79846 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 119.0754623413s, input_fired_time: 1.2208855152, output_fired_time: 1.1138366461, propagate_forward_time: 44.6002540588, propagate_backward_time: 69.4933013916, weight_update_time: 0.1402259618, other_time: 2.6471862793
epoch time: 8.7558851242s, input_fired_time: 0.1490229070, output_fired_time: 0.0000000000, propagate_forward_time: 8.1491584778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577035904
validation[          , genome  7091] predictions:    9739/  10000 (97.39%), best:    9783/10000 (97.83%), error:       899.71588, best error:       750.79846 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 117.1630325317s, input_fired_time: 1.3014990091, output_fired_time: 1.2460050583, propagate_forward_time: 43.9924812317, propagate_backward_time: 67.9349899292, weight_update_time: 0.1372035295, other_time: 2.6880569458
epoch time: 9.8701515198s, input_fired_time: 0.1500049531, output_fired_time: 0.0000000000, propagate_forward_time: 9.2608060837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593400955
validation[          , genome  7091] predictions:    9780/  10000 (97.80%), best:    9783/10000 (97.83%), error:       759.55731, best error:       750.79846 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 119.3844680786s, input_fired_time: 1.2321319580, output_fired_time: 1.0471533537, propagate_forward_time: 44.9672508240, propagate_backward_time: 69.3790130615, weight_update_time: 0.1414628327, other_time: 2.7589263916
epoch time: 8.9575910568s, input_fired_time: 0.1517452598, output_fired_time: 0.0000000000, propagate_forward_time: 8.3423652649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634809494
validation[          , genome  7091] predictions:    9750/  10000 (97.50%), best:    9783/10000 (97.83%), error:       843.24567, best error:       750.79846 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 116.1917572021s, input_fired_time: 1.2046374083, output_fired_time: 1.1058349609, propagate_forward_time: 43.2615966797, propagate_backward_time: 67.9313125610, weight_update_time: 0.1369317323, other_time: 2.6883773804
epoch time: 9.2751302719s, input_fired_time: 0.1488263607, output_fired_time: 0.0000000000, propagate_forward_time: 8.6698293686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564743042
validation[          , genome  7091] predictions:    9767/  10000 (97.67%), best:    9783/10000 (97.83%), error:       828.73743, best error:       750.79846 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 128.1780395508s, input_fired_time: 1.4535315037, output_fired_time: 1.2292034626, propagate_forward_time: 48.0844154358, propagate_backward_time: 74.4520797729, weight_update_time: 0.1396320015, other_time: 2.9588088989
epoch time: 16.2415332794s, input_fired_time: 0.1733022928, output_fired_time: 0.0000000000, propagate_forward_time: 15.0386667252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0295648575
validation[          , genome  7091] predictions:    9727/  10000 (97.27%), best:    9783/10000 (97.83%), error:       909.67572, best error:       750.79846 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 209.5853118896s, input_fired_time: 2.2873122692, output_fired_time: 1.8637944460, propagate_forward_time: 80.1506729126, propagate_backward_time: 119.8068237305, weight_update_time: 0.1582187712, other_time: 5.4767074585
epoch time: 16.5795974731s, input_fired_time: 0.1724734157, output_fired_time: 0.0000000000, propagate_forward_time: 15.5822134018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8249101639
validation[          , genome  7091] predictions:    9766/  10000 (97.66%), best:    9783/10000 (97.83%), error:       807.78265, best error:       750.79846 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 209.5818328857s, input_fired_time: 2.4427621365, output_fired_time: 1.4408272505, propagate_forward_time: 79.5848999023, propagate_backward_time: 122.2158508301, weight_update_time: 0.1577174515, other_time: 3.8974914551
epoch time: 14.5721149445s, input_fired_time: 0.1733232737, output_fired_time: 0.0000000000, propagate_forward_time: 13.8702583313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285329819
validation[          , genome  7091] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       799.54706, best error:       750.79846 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 206.9696807861s, input_fired_time: 1.7227360010, output_fired_time: 1.5341475010, propagate_forward_time: 78.3470077515, propagate_backward_time: 120.9247741699, weight_update_time: 0.1576539576, other_time: 4.4410171509
epoch time: 17.0961837769s, input_fired_time: 0.6883410215, output_fired_time: 0.0000000000, propagate_forward_time: 15.7389631271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6688795090
validation[          , genome  7091] predictions:    9744/  10000 (97.44%), best:    9783/10000 (97.83%), error:       852.94623, best error:       750.79846 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 205.8953247070s, input_fired_time: 1.9510591030, output_fired_time: 1.4301838875, propagate_forward_time: 79.2261581421, propagate_backward_time: 118.2492218018, weight_update_time: 0.1577276736, other_time: 5.0386886597
epoch time: 16.7862243652s, input_fired_time: 0.1728589386, output_fired_time: 0.0000000000, propagate_forward_time: 15.2416963577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3716688156
validation[          , genome  7091] predictions:    9666/  10000 (96.66%), best:    9783/10000 (97.83%), error:      1100.71033, best error:       750.79846 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 192.2623138428s, input_fired_time: 1.8554221392, output_fired_time: 1.6795883179, propagate_forward_time: 72.9136581421, propagate_backward_time: 111.0427856445, weight_update_time: 0.1578874588, other_time: 4.7708511353
epoch time: 16.0006828308s, input_fired_time: 0.1733530611, output_fired_time: 0.0000000000, propagate_forward_time: 15.2985458374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287837982
validation[          , genome  7091] predictions:    9721/  10000 (97.21%), best:    9783/10000 (97.83%), error:       945.95044, best error:       750.79846 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 186.8937530518s, input_fired_time: 1.4493191242, output_fired_time: 2.0965147018, propagate_forward_time: 71.0647811890, propagate_backward_time: 108.3566055298, weight_update_time: 0.1581787914, other_time: 3.9265289307
epoch time: 18.2410221100s, input_fired_time: 0.1727938950, output_fired_time: 0.0000000000, propagate_forward_time: 16.7890415192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2791862488
validation[          , genome  7091] predictions:    9738/  10000 (97.38%), best:    9783/10000 (97.83%), error:       897.75146, best error:       750.79846 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 271.6047058105s, input_fired_time: 2.6356167793, output_fired_time: 2.0196931362, propagate_forward_time: 102.4337615967, propagate_backward_time: 158.4702453613, weight_update_time: 0.1580175161, other_time: 6.0453948975
epoch time: 23.4219779968s, input_fired_time: 0.4382697642, output_fired_time: 0.0000000000, propagate_forward_time: 22.0631027222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9206047058
validation[          , genome  7091] predictions:    9757/  10000 (97.57%), best:    9783/10000 (97.83%), error:       828.61029, best error:       750.79846 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 284.8161315918s, input_fired_time: 2.9949595928, output_fired_time: 3.2077558041, propagate_forward_time: 108.3977203369, propagate_backward_time: 163.6112518311, weight_update_time: 0.1581951380, other_time: 6.6044311523
epoch time: 16.4557266235s, input_fired_time: 0.1744988859, output_fired_time: 0.0000000000, propagate_forward_time: 15.6111898422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6700372696
validation[          , genome  7091] predictions:    9728/  10000 (97.28%), best:    9783/10000 (97.83%), error:       891.41394, best error:       750.79846 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 317.5957641602s, input_fired_time: 3.8429288864, output_fired_time: 3.1165144444, propagate_forward_time: 122.5463409424, propagate_backward_time: 182.2333984375, weight_update_time: 0.1582504362, other_time: 5.8565826416
epoch time: 26.5476284027s, input_fired_time: 0.2787283063, output_fired_time: 0.0000000000, propagate_forward_time: 23.9738368988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2950630188
validation[          , genome  7091] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       806.53314, best error:       750.79846 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 161.1356811523s, input_fired_time: 1.7972010374, output_fired_time: 1.7317425013, propagate_forward_time: 61.5442733765, propagate_backward_time: 92.6739654541, weight_update_time: 0.1485895216, other_time: 3.3885116577
epoch time: 10.4326305389s, input_fired_time: 0.1577987522, output_fired_time: 0.0000000000, propagate_forward_time: 9.7946014404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4802303314
validation[          , genome  7091] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       816.68170, best error:       750.79846 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 122.8397369385s, input_fired_time: 1.2672919035, output_fired_time: 1.0830181837, propagate_forward_time: 46.2928962708, propagate_backward_time: 71.4519271851, weight_update_time: 0.1465419382, other_time: 2.7446060181
epoch time: 10.7084074020s, input_fired_time: 0.1499747187, output_fired_time: 0.0000000000, propagate_forward_time: 9.9937067032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5647258759
validation[          , genome  7091] predictions:    9763/  10000 (97.63%), best:    9783/10000 (97.83%), error:       842.59265, best error:       750.79846 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 124.6151199341s, input_fired_time: 1.2627073526, output_fired_time: 1.2017086744, propagate_forward_time: 47.1199989319, propagate_backward_time: 72.2598953247, weight_update_time: 0.1454918683, other_time: 2.7708053589
epoch time: 9.6666040421s, input_fired_time: 0.1575181186, output_fired_time: 0.0000000000, propagate_forward_time: 9.0300331116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790525436
validation[          , genome  7091] predictions:    9683/  10000 (96.83%), best:    9783/10000 (97.83%), error:      1086.59851, best error:       750.79846 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 124.2962646484s, input_fired_time: 1.2522171736, output_fired_time: 1.0599288940, propagate_forward_time: 46.5467948914, propagate_backward_time: 72.3671798706, weight_update_time: 0.1434388161, other_time: 3.0701370239
epoch time: 10.4967288971s, input_fired_time: 0.1606443971, output_fired_time: 0.0000000000, propagate_forward_time: 9.8492937088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4867906570
validation[          , genome  7091] predictions:    9745/  10000 (97.45%), best:    9783/10000 (97.83%), error:       864.49475, best error:       750.79846 on epoch:    78, 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: 47.6133346558s, input_fired_time: 0.7805238962, output_fired_time: 0.0000000000, propagate_forward_time: 44.2270469666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6057624817
best training[          , genome  7091] predictions:   49702/  50000 (99.40%), best:    9783/10000 (97.83%), error:      1307.69434, best error:       750.79846 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.3625955582s, input_fired_time: 0.1577194035, output_fired_time: 0.0000000000, propagate_forward_time: 9.5910120010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6138639450
   testing[          , genome  7091] predictions:    9784/  10000 (97.84%), best:    9783/10000 (97.83%), error:       691.77234, best error:       750.79846 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:39:26 (3596): called boinc_finish(0)

</stderr_txt>
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