Nameexact_genome_1512568488_44_3400_1
Workunit2588288
Created7 Dec 2017, 4:34:44 UTC
Sent7 Dec 2017, 4:43:25 UTC
Report deadline10 Dec 2017, 4:51:21 UTC
Received7 Dec 2017, 6:27:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 43 min 12 sec
CPU time1 hours 39 min 36 sec
Validate stateValid
Credit751.38
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.96 MB
Peak swap size155.74 MB
Peak disk usage1.44 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0606909432, output_fired_time: 0.0000000000, propagate_forward_time: 3.9544110298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243268967
validation[          , genome  3400] predictions:    9502/  10000 (95.02%), best:    9545/10000 (95.45%), error:      1596.91394, best error:      1556.54675 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.5603446960s, input_fired_time: 0.4814175367, output_fired_time: 0.4874494970, propagate_forward_time: 19.9143753052, propagate_backward_time: 29.2966194153, weight_update_time: 0.1353599578, other_time: 2.3804817200
epoch time: 4.7905702591s, input_fired_time: 0.0633890331, output_fired_time: 0.0000000000, propagate_forward_time: 4.2835369110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436445236
validation[          , genome  3400] predictions:    9556/  10000 (95.56%), best:    9545/10000 (95.45%), error:      1573.09216, best error:      1556.54675 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 54.6227302551s, input_fired_time: 0.4866137207, output_fired_time: 0.4950982332, propagate_forward_time: 20.9221553802, propagate_backward_time: 30.3262176514, weight_update_time: 0.1388986111, other_time: 2.3926467896
epoch time: 4.5138773918s, input_fired_time: 0.0607365295, output_fired_time: 0.0000000000, propagate_forward_time: 4.0212850571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318556786
validation[          , genome  3400] predictions:    9525/  10000 (95.25%), best:    9545/10000 (95.45%), error:      1609.48218, best error:      1556.54675 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 54.8281860352s, input_fired_time: 0.4989329576, output_fired_time: 0.4991317987, propagate_forward_time: 20.9280529022, propagate_backward_time: 30.4385852814, weight_update_time: 0.1406594217, other_time: 2.4634838104
epoch time: 4.7090497017s, input_fired_time: 0.0604807511, output_fired_time: 0.0000000000, propagate_forward_time: 4.2304530144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181160927
validation[          , genome  3400] predictions:    9538/  10000 (95.38%), best:    9538/10000 (95.38%), error:      1535.83264, best error:      1535.83264 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 54.9637260437s, input_fired_time: 0.5004622340, output_fired_time: 0.5046888590, propagate_forward_time: 20.8751296997, propagate_backward_time: 30.5750484467, weight_update_time: 0.1405504346, other_time: 2.5083980560
epoch time: 4.7016859055s, input_fired_time: 0.0623727702, output_fired_time: 0.0000000000, propagate_forward_time: 4.2108039856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285092354
validation[          , genome  3400] predictions:    9533/  10000 (95.33%), best:    9538/10000 (95.38%), error:      1540.96021, best error:      1535.83264 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.8133087158s, input_fired_time: 0.4847152829, output_fired_time: 0.4931572676, propagate_forward_time: 20.5842037201, propagate_backward_time: 29.8842754364, weight_update_time: 0.1367466748, other_time: 2.3669605255
epoch time: 4.8021173477s, input_fired_time: 0.0645959154, output_fired_time: 0.0000000000, propagate_forward_time: 4.2992348671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382867813
validation[          , genome  3400] predictions:    9488/  10000 (94.88%), best:    9538/10000 (95.38%), error:      1690.55017, best error:      1535.83264 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 54.6452445984s, input_fired_time: 0.4893652499, output_fired_time: 0.4977065623, propagate_forward_time: 20.8983955383, propagate_backward_time: 30.3753871918, weight_update_time: 0.1388088912, other_time: 2.3843898773
epoch time: 4.6683225632s, input_fired_time: 0.0602660254, output_fired_time: 0.0000000000, propagate_forward_time: 4.1888771057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191794395
validation[          , genome  3400] predictions:    9576/  10000 (95.76%), best:    9576/10000 (95.76%), error:      1500.25256, best error:      1500.25256 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.8172874451s, input_fired_time: 0.4854381680, output_fired_time: 0.4922638535, propagate_forward_time: 20.5733451843, propagate_backward_time: 29.8807144165, weight_update_time: 0.1364130378, other_time: 2.3855247498
epoch time: 4.6943478584s, input_fired_time: 0.0635331869, output_fired_time: 0.0000000000, propagate_forward_time: 4.1799087524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509057999
validation[          , genome  3400] predictions:    9568/  10000 (95.68%), best:    9576/10000 (95.76%), error:      1514.92688, best error:      1500.25256 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 54.8678970337s, input_fired_time: 0.4914018512, output_fired_time: 0.4994268417, propagate_forward_time: 20.9786758423, propagate_backward_time: 30.4774417877, weight_update_time: 0.1406139582, other_time: 2.4209499359
epoch time: 4.5576291084s, input_fired_time: 0.0624048710, output_fired_time: 0.0000000000, propagate_forward_time: 4.0705747604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246492386
validation[          , genome  3400] predictions:    9535/  10000 (95.35%), best:    9576/10000 (95.76%), error:      1551.71521, best error:      1500.25256 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 55.2120437622s, input_fired_time: 0.4955007732, output_fired_time: 0.5026428103, propagate_forward_time: 21.1218624115, propagate_backward_time: 30.6804084778, weight_update_time: 0.1403073519, other_time: 2.4116249084
epoch time: 4.6696052551s, input_fired_time: 0.0621879660, output_fired_time: 0.0000000000, propagate_forward_time: 4.1810331345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263839722
validation[          , genome  3400] predictions:    9561/  10000 (95.61%), best:    9561/10000 (95.61%), error:      1462.92188, best error:      1462.92188 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 53.7090415955s, input_fired_time: 0.4907440543, output_fired_time: 0.4929749370, propagate_forward_time: 20.5033016205, propagate_backward_time: 29.7857952118, weight_update_time: 0.1385553479, other_time: 2.4362277985
epoch time: 4.5983672142s, input_fired_time: 0.0607605800, output_fired_time: 0.0000000000, propagate_forward_time: 4.1203923225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172143936
validation[          , genome  3400] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1373.98486, best error:      1373.98486 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.6728591919s, input_fired_time: 0.4869762957, output_fired_time: 0.4959606230, propagate_forward_time: 20.3621768951, propagate_backward_time: 29.9095726013, weight_update_time: 0.1393056214, other_time: 2.4181709290
epoch time: 4.7270474434s, input_fired_time: 0.0614514872, output_fired_time: 0.0000000000, propagate_forward_time: 4.2422046661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233913422
validation[          , genome  3400] predictions:    9590/  10000 (95.90%), best:    9594/10000 (95.94%), error:      1395.33960, best error:      1373.98486 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 53.6547317505s, input_fired_time: 0.4844985604, output_fired_time: 0.4952309430, propagate_forward_time: 20.4077014923, propagate_backward_time: 29.8721122742, weight_update_time: 0.1371953040, other_time: 2.3951911926
epoch time: 4.3256149292s, input_fired_time: 0.0602026768, output_fired_time: 0.0000000000, propagate_forward_time: 3.7807552814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846570492
validation[          , genome  3400] predictions:    9548/  10000 (95.48%), best:    9594/10000 (95.94%), error:      1496.72424, best error:      1373.98486 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 54.4645805359s, input_fired_time: 0.4968360066, output_fired_time: 0.4983427227, propagate_forward_time: 20.7724914551, propagate_backward_time: 30.2836990356, weight_update_time: 0.1393564790, other_time: 2.4132080078
epoch time: 4.8101396561s, input_fired_time: 0.0629895478, output_fired_time: 0.0000000000, propagate_forward_time: 4.3020472527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451026917
validation[          , genome  3400] predictions:    9597/  10000 (95.97%), best:    9594/10000 (95.94%), error:      1388.99683, best error:      1373.98486 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 53.0535736084s, input_fired_time: 0.4846354723, output_fired_time: 0.4874297678, propagate_forward_time: 20.2568302155, propagate_backward_time: 29.4626312256, weight_update_time: 0.1355592161, other_time: 2.3620471954
epoch time: 4.5835294724s, input_fired_time: 0.0615189150, output_fired_time: 0.0000000000, propagate_forward_time: 4.0938210487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281892776
validation[          , genome  3400] predictions:    9571/  10000 (95.71%), best:    9594/10000 (95.94%), error:      1460.20776, best error:      1373.98486 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 53.2227249146s, input_fired_time: 0.4813826680, output_fired_time: 0.4856188893, propagate_forward_time: 20.3042373657, propagate_backward_time: 29.5996417999, weight_update_time: 0.1349529177, other_time: 2.3518428802
epoch time: 4.5913777351s, input_fired_time: 0.0596327148, output_fired_time: 0.0000000000, propagate_forward_time: 4.1204977036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112472534
validation[          , genome  3400] predictions:    9568/  10000 (95.68%), best:    9594/10000 (95.94%), error:      1441.39502, best error:      1373.98486 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 54.5470275879s, input_fired_time: 0.4888834655, output_fired_time: 0.4975606799, propagate_forward_time: 20.8129329681, propagate_backward_time: 30.3151741028, weight_update_time: 0.1380639821, other_time: 2.4324760437
epoch time: 4.8167157173s, input_fired_time: 0.0649895892, output_fired_time: 0.0000000000, propagate_forward_time: 4.3049697876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467563629
validation[          , genome  3400] predictions:    9570/  10000 (95.70%), best:    9594/10000 (95.94%), error:      1504.16772, best error:      1373.98486 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 54.3349037170s, input_fired_time: 0.4879603684, output_fired_time: 0.4979013205, propagate_forward_time: 20.7232360840, propagate_backward_time: 30.2733287811, weight_update_time: 0.1364026666, other_time: 2.3524761200
epoch time: 4.7208724022s, input_fired_time: 0.0628253371, output_fired_time: 0.0000000000, propagate_forward_time: 4.2248306274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332165718
validation[          , genome  3400] predictions:    9602/  10000 (96.02%), best:    9602/10000 (96.02%), error:      1352.20215, best error:      1352.20215 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.4698562622s, input_fired_time: 0.4928010404, output_fired_time: 0.4983130991, propagate_forward_time: 20.8171863556, propagate_backward_time: 30.2761173248, weight_update_time: 0.1397416890, other_time: 2.3854351044
epoch time: 4.7423086166s, input_fired_time: 0.0623392463, output_fired_time: 0.0000000000, propagate_forward_time: 4.2624540329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175152779
validation[          , genome  3400] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1349.17578, best error:      1349.17578 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.7100334167s, input_fired_time: 0.4965767264, output_fired_time: 0.4926105142, propagate_forward_time: 20.4801139832, propagate_backward_time: 29.8284664154, weight_update_time: 0.1372207999, other_time: 2.4122638702
epoch time: 4.6923661232s, input_fired_time: 0.0624138005, output_fired_time: 0.0000000000, propagate_forward_time: 4.2074584961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224939346
validation[          , genome  3400] predictions:    9581/  10000 (95.81%), best:    9612/10000 (96.12%), error:      1392.57629, best error:      1349.17578 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 54.1312446594s, input_fired_time: 0.4946522415, output_fired_time: 0.4951557517, propagate_forward_time: 20.6647205353, propagate_backward_time: 30.0947570801, weight_update_time: 0.1375952661, other_time: 2.3819580078
epoch time: 4.6760258675s, input_fired_time: 0.0635773614, output_fired_time: 0.0000000000, propagate_forward_time: 4.1935973167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188513756
validation[          , genome  3400] predictions:    9553/  10000 (95.53%), best:    9612/10000 (96.12%), error:      1496.16309, best error:      1349.17578 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.8362121582s, input_fired_time: 0.4906182885, output_fired_time: 0.4905424714, propagate_forward_time: 20.5866451263, propagate_backward_time: 29.8429012299, weight_update_time: 0.1395279467, other_time: 2.4255008698
epoch time: 4.6680817604s, input_fired_time: 0.0628498644, output_fired_time: 0.0000000000, propagate_forward_time: 4.1889433861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162883759
validation[          , genome  3400] predictions:    9547/  10000 (95.47%), best:    9612/10000 (96.12%), error:      1515.81152, best error:      1349.17578 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 54.5588531494s, input_fired_time: 0.4921013415, output_fired_time: 0.4961302578, propagate_forward_time: 20.8684711456, propagate_backward_time: 30.2942333221, weight_update_time: 0.1404884011, other_time: 2.4079151154
epoch time: 4.7000389099s, input_fired_time: 0.0632774532, output_fired_time: 0.0000000000, propagate_forward_time: 4.2001791000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365825653
validation[          , genome  3400] predictions:    9588/  10000 (95.88%), best:    9612/10000 (96.12%), error:      1438.79138, best error:      1349.17578 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 54.3412208557s, input_fired_time: 0.4882636666, output_fired_time: 0.4926713705, propagate_forward_time: 20.7932453156, propagate_backward_time: 30.2064857483, weight_update_time: 0.1376234293, other_time: 2.3605537415
epoch time: 4.4151015282s, input_fired_time: 0.0608601309, output_fired_time: 0.0000000000, propagate_forward_time: 3.9118051529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424362183
validation[          , genome  3400] predictions:    9594/  10000 (95.94%), best:    9612/10000 (96.12%), error:      1369.84521, best error:      1349.17578 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 54.6926765442s, input_fired_time: 0.4939193130, output_fired_time: 0.5006150603, propagate_forward_time: 20.8734760284, propagate_backward_time: 30.4646663666, weight_update_time: 0.1383026689, other_time: 2.3600025177
epoch time: 4.6946673393s, input_fired_time: 0.0636055022, output_fired_time: 0.0000000000, propagate_forward_time: 4.1979260445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4331359863
validation[          , genome  3400] predictions:    9589/  10000 (95.89%), best:    9612/10000 (96.12%), error:      1380.08008, best error:      1349.17578 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 55.0882225037s, input_fired_time: 0.4998385608, output_fired_time: 0.4995403290, propagate_forward_time: 21.0595664978, propagate_backward_time: 30.5598487854, weight_update_time: 0.1424862891, other_time: 2.4694290161
epoch time: 4.6455430984s, input_fired_time: 0.0619888864, output_fired_time: 0.0000000000, propagate_forward_time: 4.1505417824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4330124855
validation[          , genome  3400] predictions:    9547/  10000 (95.47%), best:    9612/10000 (96.12%), error:      1438.81909, best error:      1349.17578 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 55.5052299500s, input_fired_time: 0.4987869859, output_fired_time: 0.5063148737, propagate_forward_time: 21.1964950562, propagate_backward_time: 30.8631687164, weight_update_time: 0.1412048489, other_time: 2.4404659271
epoch time: 4.6636872292s, input_fired_time: 0.0626798347, output_fired_time: 0.0000000000, propagate_forward_time: 4.1782674789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227399826
validation[          , genome  3400] predictions:    9587/  10000 (95.87%), best:    9612/10000 (96.12%), error:      1364.20117, best error:      1349.17578 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.0345230103s, input_fired_time: 0.4866252244, output_fired_time: 0.4872667193, propagate_forward_time: 20.1307945251, propagate_backward_time: 29.4753227234, weight_update_time: 0.1375979036, other_time: 2.4545135498
epoch time: 4.7013020515s, input_fired_time: 0.0628333464, output_fired_time: 0.0000000000, propagate_forward_time: 4.2095799446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288887978
validation[          , genome  3400] predictions:    9605/  10000 (96.05%), best:    9605/10000 (96.05%), error:      1344.35779, best error:      1344.35779 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.6834106445s, input_fired_time: 0.4880116582, output_fired_time: 0.4906432629, propagate_forward_time: 20.4240207672, propagate_backward_time: 29.9139862061, weight_update_time: 0.1371703744, other_time: 2.3667526245
epoch time: 4.8678646088s, input_fired_time: 0.0664214566, output_fired_time: 0.0000000000, propagate_forward_time: 4.3530025482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484405518
validation[          , genome  3400] predictions:    9607/  10000 (96.07%), best:    9605/10000 (96.05%), error:      1352.36487, best error:      1344.35779 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 54.3566856384s, input_fired_time: 0.4902382791, output_fired_time: 0.4954591095, propagate_forward_time: 20.8147850037, propagate_backward_time: 30.2054328918, weight_update_time: 0.1387378722, other_time: 2.3507690430
epoch time: 4.7697582245s, input_fired_time: 0.0650846362, output_fired_time: 0.0000000000, propagate_forward_time: 4.2623906136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422831535
validation[          , genome  3400] predictions:    9581/  10000 (95.81%), best:    9605/10000 (96.05%), error:      1389.28174, best error:      1344.35779 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.3648109436s, input_fired_time: 0.4888933599, output_fired_time: 0.4942433238, propagate_forward_time: 20.1633625031, propagate_backward_time: 29.7810897827, weight_update_time: 0.1378835440, other_time: 2.4372253418
epoch time: 4.6151981354s, input_fired_time: 0.0605793558, output_fired_time: 0.0000000000, propagate_forward_time: 4.1375808716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170379639
validation[          , genome  3400] predictions:    9606/  10000 (96.06%), best:    9605/10000 (96.05%), error:      1367.90710, best error:      1344.35779 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 54.3322830200s, input_fired_time: 0.4942978621, output_fired_time: 0.4933564663, propagate_forward_time: 20.7954235077, propagate_backward_time: 30.1640548706, weight_update_time: 0.1378576756, other_time: 2.3851547241
epoch time: 4.6555004120s, input_fired_time: 0.0639625862, output_fired_time: 0.0000000000, propagate_forward_time: 4.1630277634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285101891
validation[          , genome  3400] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1278.79224, best error:      1278.79224 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 53.7871589661s, input_fired_time: 0.4915606976, output_fired_time: 0.4926354289, propagate_forward_time: 20.5437736511, propagate_backward_time: 29.8434123993, weight_update_time: 0.1393319815, other_time: 2.4157772064
epoch time: 4.7127246857s, input_fired_time: 0.0627954155, output_fired_time: 0.0000000000, propagate_forward_time: 4.2198643684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300646782
validation[          , genome  3400] predictions:    9588/  10000 (95.88%), best:    9627/10000 (96.27%), error:      1365.60608, best error:      1278.79224 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 54.5969772339s, input_fired_time: 0.4894755185, output_fired_time: 0.4986315370, propagate_forward_time: 20.9360618591, propagate_backward_time: 30.3339385986, weight_update_time: 0.1382817477, other_time: 2.3388710022
epoch time: 4.8243374825s, input_fired_time: 0.0667065904, output_fired_time: 0.0000000000, propagate_forward_time: 4.3137803078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438505173
validation[          , genome  3400] predictions:    9570/  10000 (95.70%), best:    9627/10000 (96.27%), error:      1445.75830, best error:      1278.79224 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.6642150879s, input_fired_time: 0.4879716337, output_fired_time: 0.4988602102, propagate_forward_time: 20.3965187073, propagate_backward_time: 29.9209728241, weight_update_time: 0.1367097795, other_time: 2.3598918915
epoch time: 4.6175518036s, input_fired_time: 0.0622517839, output_fired_time: 0.0000000000, propagate_forward_time: 4.1365008354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187994003
validation[          , genome  3400] predictions:    9607/  10000 (96.07%), best:    9627/10000 (96.27%), error:      1361.96069, best error:      1278.79224 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 54.5038375854s, input_fired_time: 0.4928918779, output_fired_time: 0.4982470870, propagate_forward_time: 20.8015918732, propagate_backward_time: 30.3598670959, weight_update_time: 0.1390686631, other_time: 2.3512382507
epoch time: 4.7691454887s, input_fired_time: 0.0645008311, output_fired_time: 0.0000000000, propagate_forward_time: 4.2748060226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298386574
validation[          , genome  3400] predictions:    9603/  10000 (96.03%), best:    9627/10000 (96.27%), error:      1350.65637, best error:      1278.79224 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 54.3951835632s, input_fired_time: 0.4936329722, output_fired_time: 0.4989720583, propagate_forward_time: 20.7247714996, propagate_backward_time: 30.2525424957, weight_update_time: 0.1410065740, other_time: 2.4252605438
epoch time: 4.6409792900s, input_fired_time: 0.0623053350, output_fired_time: 0.0000000000, propagate_forward_time: 4.1621322632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165415764
validation[          , genome  3400] predictions:    9568/  10000 (95.68%), best:    9627/10000 (96.27%), error:      1423.84033, best error:      1278.79224 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 54.4678421021s, input_fired_time: 0.4942606390, output_fired_time: 0.4984535277, propagate_forward_time: 20.8886032104, propagate_backward_time: 30.1792526245, weight_update_time: 0.1399122030, other_time: 2.4072723389
epoch time: 4.7023267746s, input_fired_time: 0.0629882365, output_fired_time: 0.0000000000, propagate_forward_time: 4.2080349922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313035011
validation[          , genome  3400] predictions:    9522/  10000 (95.22%), best:    9627/10000 (96.27%), error:      1544.80981, best error:      1278.79224 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 53.6005287170s, input_fired_time: 0.4939786792, output_fired_time: 0.4909797311, propagate_forward_time: 20.4513225555, propagate_backward_time: 29.7831001282, weight_update_time: 0.1367588490, other_time: 2.3811454773
epoch time: 4.6527519226s, input_fired_time: 0.0617804527, output_fired_time: 0.0000000000, propagate_forward_time: 4.1743683815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166030884
validation[          , genome  3400] predictions:    9597/  10000 (95.97%), best:    9627/10000 (96.27%), error:      1354.11023, best error:      1278.79224 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 55.0315780640s, input_fired_time: 0.4994106591, output_fired_time: 0.5013716221, propagate_forward_time: 21.0171279907, propagate_backward_time: 30.5941333771, weight_update_time: 0.1411972195, other_time: 2.4195308685
epoch time: 4.5040440559s, input_fired_time: 0.0633600131, output_fired_time: 0.0000000000, propagate_forward_time: 3.9866888523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539949894
validation[          , genome  3400] predictions:    9598/  10000 (95.98%), best:    9627/10000 (96.27%), error:      1331.02563, best error:      1278.79224 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 54.9217796326s, input_fired_time: 0.4980838895, output_fired_time: 0.4999612570, propagate_forward_time: 21.0522403717, propagate_backward_time: 30.4312286377, weight_update_time: 0.1394310892, other_time: 2.4402618408
epoch time: 4.4523410797s, input_fired_time: 0.0612801053, output_fired_time: 0.0000000000, propagate_forward_time: 3.9373183250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537425041
validation[          , genome  3400] predictions:    9594/  10000 (95.94%), best:    9627/10000 (96.27%), error:      1361.79626, best error:      1278.79224 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 54.7609062195s, input_fired_time: 0.5020672083, output_fired_time: 0.5007731915, propagate_forward_time: 21.0227394104, propagate_backward_time: 30.3531093597, weight_update_time: 0.1421383917, other_time: 2.3822154999
epoch time: 4.7781114578s, input_fired_time: 0.0656385347, output_fired_time: 0.0000000000, propagate_forward_time: 4.2689347267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435381889
validation[          , genome  3400] predictions:    9590/  10000 (95.90%), best:    9627/10000 (96.27%), error:      1368.58618, best error:      1278.79224 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 54.8149948120s, input_fired_time: 0.4987329245, output_fired_time: 0.5024907589, propagate_forward_time: 21.0076065063, propagate_backward_time: 30.4313259125, weight_update_time: 0.1403741091, other_time: 2.3748378754
epoch time: 4.7093448639s, input_fired_time: 0.0630792826, output_fired_time: 0.0000000000, propagate_forward_time: 4.2261753082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200901985
validation[          , genome  3400] predictions:    9597/  10000 (95.97%), best:    9627/10000 (96.27%), error:      1419.84863, best error:      1278.79224 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.4188880920s, input_fired_time: 0.4941938519, output_fired_time: 0.4908656478, propagate_forward_time: 20.2829017639, propagate_backward_time: 29.7273178101, weight_update_time: 0.1383393705, other_time: 2.4236106873
epoch time: 4.6295619011s, input_fired_time: 0.0629783794, output_fired_time: 0.0000000000, propagate_forward_time: 4.1394724846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4271111488
validation[          , genome  3400] predictions:    9596/  10000 (95.96%), best:    9627/10000 (96.27%), error:      1403.24756, best error:      1278.79224 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 54.5121154785s, input_fired_time: 0.4967658222, output_fired_time: 0.4997947812, propagate_forward_time: 20.7966327667, propagate_backward_time: 30.3003826141, weight_update_time: 0.1395564228, other_time: 2.4185428619
epoch time: 4.6967549324s, input_fired_time: 0.0631564856, output_fired_time: 0.0000000000, propagate_forward_time: 4.2175393105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160590172
validation[          , genome  3400] predictions:    9507/  10000 (95.07%), best:    9627/10000 (96.27%), error:      1551.58862, best error:      1278.79224 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 54.7797851563s, input_fired_time: 0.4955637157, output_fired_time: 0.5002605319, propagate_forward_time: 20.9014205933, propagate_backward_time: 30.4994297028, weight_update_time: 0.1381550431, other_time: 2.3831119537
epoch time: 4.5683960915s, input_fired_time: 0.0632229820, output_fired_time: 0.0000000000, propagate_forward_time: 4.0789384842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262347221
validation[          , genome  3400] predictions:    9609/  10000 (96.09%), best:    9627/10000 (96.27%), error:      1321.13916, best error:      1278.79224 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 54.6038055420s, input_fired_time: 0.4984366596, output_fired_time: 0.4986240864, propagate_forward_time: 20.9205093384, propagate_backward_time: 30.2681446075, weight_update_time: 0.1397323459, other_time: 2.4180927277
epoch time: 4.6748967171s, input_fired_time: 0.0626873821, output_fired_time: 0.0000000000, propagate_forward_time: 4.1934499741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187593460
validation[          , genome  3400] predictions:    9587/  10000 (95.87%), best:    9627/10000 (96.27%), error:      1356.72693, best error:      1278.79224 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.7450256348s, input_fired_time: 0.4923304915, output_fired_time: 0.4915427566, propagate_forward_time: 20.4822025299, propagate_backward_time: 29.8867893219, weight_update_time: 0.1376189590, other_time: 2.3921642303
epoch time: 4.8605175018s, input_fired_time: 0.0654635653, output_fired_time: 0.0000000000, propagate_forward_time: 4.3568158150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382381439
validation[          , genome  3400] predictions:    9608/  10000 (96.08%), best:    9627/10000 (96.27%), error:      1336.72046, best error:      1278.79224 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 55.2028350830s, input_fired_time: 0.5031155944, output_fired_time: 0.5018056631, propagate_forward_time: 21.1041336060, propagate_backward_time: 30.6615848541, weight_update_time: 0.1408540756, other_time: 2.4321956635
epoch time: 4.6685018539s, input_fired_time: 0.0636983216, output_fired_time: 0.0000000000, propagate_forward_time: 4.1739091873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308943748
validation[          , genome  3400] predictions:    9606/  10000 (96.06%), best:    9627/10000 (96.27%), error:      1304.58472, best error:      1278.79224 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 53.9749221802s, input_fired_time: 0.4910523891, output_fired_time: 0.4945184588, propagate_forward_time: 20.5145645142, propagate_backward_time: 30.0692100525, weight_update_time: 0.1387191415, other_time: 2.4055786133
epoch time: 4.6965813637s, input_fired_time: 0.0642535836, output_fired_time: 0.0000000000, propagate_forward_time: 4.2018990517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304285049
validation[          , genome  3400] predictions:    9601/  10000 (96.01%), best:    9627/10000 (96.27%), error:      1325.93567, best error:      1278.79224 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 54.9126625061s, input_fired_time: 0.4966956973, output_fired_time: 0.5021278262, propagate_forward_time: 21.0496883392, propagate_backward_time: 30.5044803619, weight_update_time: 0.1417144686, other_time: 2.3596706390
epoch time: 4.6769576073s, input_fired_time: 0.0650578588, output_fired_time: 0.0000000000, propagate_forward_time: 4.1820101738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298896790
validation[          , genome  3400] predictions:    9506/  10000 (95.06%), best:    9627/10000 (96.27%), error:      1601.33057, best error:      1278.79224 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 53.9790382385s, input_fired_time: 0.4985410869, output_fired_time: 0.4943146110, propagate_forward_time: 20.4929924011, propagate_backward_time: 30.0514354706, weight_update_time: 0.1383251399, other_time: 2.4417514801
epoch time: 4.3745059967s, input_fired_time: 0.0606436469, output_fired_time: 0.0000000000, propagate_forward_time: 3.9024977684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113645554
validation[          , genome  3400] predictions:    9613/  10000 (96.13%), best:    9627/10000 (96.27%), error:      1328.10083, best error:      1278.79224 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 54.2931785583s, input_fired_time: 0.5019564033, output_fired_time: 0.4983138144, propagate_forward_time: 20.6159877777, propagate_backward_time: 30.2644004822, weight_update_time: 0.1396944374, other_time: 2.4125175476
epoch time: 4.8452782631s, input_fired_time: 0.0659644008, output_fired_time: 0.0000000000, propagate_forward_time: 4.3307852745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485287666
validation[          , genome  3400] predictions:    9597/  10000 (95.97%), best:    9627/10000 (96.27%), error:      1422.24707, best error:      1278.79224 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 54.0944061279s, input_fired_time: 0.4968910217, output_fired_time: 0.4926925004, propagate_forward_time: 20.6632766724, propagate_backward_time: 30.0243625641, weight_update_time: 0.1382398754, other_time: 2.4171848297
epoch time: 4.8903942108s, input_fired_time: 0.0664781034, output_fired_time: 0.0000000000, propagate_forward_time: 4.3697719574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541440010
validation[          , genome  3400] predictions:    9609/  10000 (96.09%), best:    9627/10000 (96.27%), error:      1344.50757, best error:      1278.79224 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 55.1798095703s, input_fired_time: 0.5028002858, output_fired_time: 0.4998021126, propagate_forward_time: 21.1264591217, propagate_backward_time: 30.6299819946, weight_update_time: 0.1408576518, other_time: 2.4207687378
epoch time: 4.7893967628s, input_fired_time: 0.0662236884, output_fired_time: 0.0000000000, propagate_forward_time: 4.2811784744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419946671
validation[          , genome  3400] predictions:    9569/  10000 (95.69%), best:    9627/10000 (96.27%), error:      1401.82166, best error:      1278.79224 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 54.5843582153s, input_fired_time: 0.5071902275, output_fired_time: 0.4961176217, propagate_forward_time: 20.7999076843, propagate_backward_time: 30.3327426910, weight_update_time: 0.1410722584, other_time: 2.4484004974
epoch time: 4.7379002571s, input_fired_time: 0.0643941611, output_fired_time: 0.0000000000, propagate_forward_time: 4.2561335564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173727036
validation[          , genome  3400] predictions:    9640/  10000 (96.40%), best:    9640/10000 (96.40%), error:      1276.49268, best error:      1276.49268 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 54.7692565918s, input_fired_time: 0.5025920868, output_fired_time: 0.4984990060, propagate_forward_time: 20.9562950134, propagate_backward_time: 30.4208793640, weight_update_time: 0.1384437829, other_time: 2.3909873962
epoch time: 4.5230989456s, input_fired_time: 0.0640906766, output_fired_time: 0.0000000000, propagate_forward_time: 4.0183568001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406514168
validation[          , genome  3400] predictions:    9601/  10000 (96.01%), best:    9640/10000 (96.40%), error:      1323.37915, best error:      1276.49268 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 55.0160598755s, input_fired_time: 0.5037035942, output_fired_time: 0.5053775311, propagate_forward_time: 21.0021762848, propagate_backward_time: 30.5355701447, weight_update_time: 0.1419631243, other_time: 2.4692287445
epoch time: 4.6179852486s, input_fired_time: 0.0625410154, output_fired_time: 0.0000000000, propagate_forward_time: 4.1249327660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305114746
validation[          , genome  3400] predictions:    9611/  10000 (96.11%), best:    9640/10000 (96.40%), error:      1329.11243, best error:      1276.49268 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 54.4712028503s, input_fired_time: 0.5119447708, output_fired_time: 0.5010123253, propagate_forward_time: 20.6226997375, propagate_backward_time: 30.3314495087, weight_update_time: 0.1420492977, other_time: 2.5040988922
epoch time: 4.7111358643s, input_fired_time: 0.0637586042, output_fired_time: 0.0000000000, propagate_forward_time: 4.2160372734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313402176
validation[          , genome  3400] predictions:    9599/  10000 (95.99%), best:    9640/10000 (96.40%), error:      1338.35803, best error:      1276.49268 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 53.0585479736s, input_fired_time: 0.4990811348, output_fired_time: 0.4984286726, propagate_forward_time: 20.0316982269, propagate_backward_time: 29.5413398743, weight_update_time: 0.1375645548, other_time: 2.4880027771
epoch time: 4.2895212173s, input_fired_time: 0.0610975549, output_fired_time: 0.0000000000, propagate_forward_time: 3.8275351524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4008884430
validation[          , genome  3400] predictions:    9531/  10000 (95.31%), best:    9640/10000 (96.40%), error:      1574.57300, best error:      1276.49268 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.7998504639s, input_fired_time: 0.5030156970, output_fired_time: 0.4921629429, propagate_forward_time: 20.5532245636, propagate_backward_time: 29.8390750885, weight_update_time: 0.1380104423, other_time: 2.4123668671
epoch time: 4.6889061928s, input_fired_time: 0.0632386506, output_fired_time: 0.0000000000, propagate_forward_time: 4.2048997879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207677841
validation[          , genome  3400] predictions:    9536/  10000 (95.36%), best:    9640/10000 (96.40%), error:      1489.66394, best error:      1276.49268 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 54.5668373108s, input_fired_time: 0.5010654926, output_fired_time: 0.4976047575, propagate_forward_time: 20.8941516876, propagate_backward_time: 30.3171062469, weight_update_time: 0.1394668072, other_time: 2.3569126129
epoch time: 4.6954894066s, input_fired_time: 0.0640888885, output_fired_time: 0.0000000000, propagate_forward_time: 4.2126078606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187927246
validation[          , genome  3400] predictions:    9640/  10000 (96.40%), best:    9640/10000 (96.40%), error:      1260.75000, best error:      1260.75000 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.6434593201s, input_fired_time: 0.4964377582, output_fired_time: 0.4961513281, propagate_forward_time: 20.4412078857, propagate_backward_time: 29.8211631775, weight_update_time: 0.1397518963, other_time: 2.3885002136
epoch time: 4.7178621292s, input_fired_time: 0.0637871698, output_fired_time: 0.0000000000, propagate_forward_time: 4.2236871719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303879738
validation[          , genome  3400] predictions:    9602/  10000 (96.02%), best:    9640/10000 (96.40%), error:      1370.40466, best error:      1260.75000 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 54.9267654419s, input_fired_time: 0.5032154322, output_fired_time: 0.4986756444, propagate_forward_time: 21.0584011078, propagate_backward_time: 30.4895057678, weight_update_time: 0.1405397058, other_time: 2.3769645691
epoch time: 4.6962537766s, input_fired_time: 0.0644397140, output_fired_time: 0.0000000000, propagate_forward_time: 4.2104530334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4213609695
validation[          , genome  3400] predictions:    9613/  10000 (96.13%), best:    9640/10000 (96.40%), error:      1346.21460, best error:      1260.75000 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 54.7312431335s, input_fired_time: 0.4981479347, output_fired_time: 0.4973845482, propagate_forward_time: 20.9392032623, propagate_backward_time: 30.4213924408, weight_update_time: 0.1371293217, other_time: 2.3751163483
epoch time: 4.7992482185s, input_fired_time: 0.0662491322, output_fired_time: 0.0000000000, propagate_forward_time: 4.2888169289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441819191
validation[          , genome  3400] predictions:    9605/  10000 (96.05%), best:    9640/10000 (96.40%), error:      1321.94226, best error:      1260.75000 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.7673568726s, input_fired_time: 0.5013780594, output_fired_time: 0.4948963523, propagate_forward_time: 20.3125915527, propagate_backward_time: 29.9494686127, weight_update_time: 0.1412918717, other_time: 2.5090236664
epoch time: 4.7980895042s, input_fired_time: 0.0661630183, output_fired_time: 0.0000000000, propagate_forward_time: 4.2842321396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476943016
validation[          , genome  3400] predictions:    9579/  10000 (95.79%), best:    9640/10000 (96.40%), error:      1402.80652, best error:      1260.75000 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 54.8062210083s, input_fired_time: 0.5043008327, output_fired_time: 0.5003002882, propagate_forward_time: 20.9634151459, propagate_backward_time: 30.4119873047, weight_update_time: 0.1402238160, other_time: 2.4262161255
epoch time: 4.6159386635s, input_fired_time: 0.0631292388, output_fired_time: 0.0000000000, propagate_forward_time: 4.1267838478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260253906
validation[          , genome  3400] predictions:    9588/  10000 (95.88%), best:    9640/10000 (96.40%), error:      1391.65759, best error:      1260.75000 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 54.6768684387s, input_fired_time: 0.5049730539, output_fired_time: 0.5020046234, propagate_forward_time: 20.9186763763, propagate_backward_time: 30.3575878143, weight_update_time: 0.1382638961, other_time: 2.3936252594
epoch time: 4.1726121902s, input_fired_time: 0.0598630346, output_fired_time: 0.0000000000, propagate_forward_time: 3.6113741398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5013749599
validation[          , genome  3400] predictions:    9608/  10000 (96.08%), best:    9640/10000 (96.40%), error:      1401.92407, best error:      1260.75000 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 55.1327438354s, input_fired_time: 0.5043899417, output_fired_time: 0.5030409694, propagate_forward_time: 21.0896110535, propagate_backward_time: 30.6413593292, weight_update_time: 0.1393093020, other_time: 2.3943424225
epoch time: 4.7049064636s, input_fired_time: 0.0644879043, output_fired_time: 0.0000000000, propagate_forward_time: 4.2223367691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180817604
validation[          , genome  3400] predictions:    9587/  10000 (95.87%), best:    9640/10000 (96.40%), error:      1367.35254, best error:      1260.75000 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 54.0672836304s, input_fired_time: 0.4987830520, output_fired_time: 0.4963599145, propagate_forward_time: 20.5783500671, propagate_backward_time: 30.1170463562, weight_update_time: 0.1386570483, other_time: 2.3767433167
epoch time: 4.8188796043s, input_fired_time: 0.0673141032, output_fired_time: 0.0000000000, propagate_forward_time: 4.3013224602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502429962
validation[          , genome  3400] predictions:    9586/  10000 (95.86%), best:    9640/10000 (96.40%), error:      1380.42908, best error:      1260.75000 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 53.1513824463s, input_fired_time: 0.4957491755, output_fired_time: 0.4895101786, propagate_forward_time: 20.1673469543, propagate_backward_time: 29.5454158783, weight_update_time: 0.1394907981, other_time: 2.4533596039
epoch time: 4.6839809418s, input_fired_time: 0.0640643314, output_fired_time: 0.0000000000, propagate_forward_time: 4.2059903145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139261246
validation[          , genome  3400] predictions:    9595/  10000 (95.95%), best:    9640/10000 (96.40%), error:      1340.32300, best error:      1260.75000 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 54.3223800659s, input_fired_time: 0.5026896000, output_fired_time: 0.4952737689, propagate_forward_time: 20.7022209167, propagate_backward_time: 30.1669006348, weight_update_time: 0.1398743391, other_time: 2.4552955627
epoch time: 4.7436723709s, input_fired_time: 0.0643990561, output_fired_time: 0.0000000000, propagate_forward_time: 4.2634940147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157791138
validation[          , genome  3400] predictions:    9617/  10000 (96.17%), best:    9640/10000 (96.40%), error:      1308.06482, best error:      1260.75000 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.5948143005s, input_fired_time: 0.4955253601, output_fired_time: 0.4949353933, propagate_forward_time: 20.4120731354, propagate_backward_time: 29.8033294678, weight_update_time: 0.1358125210, other_time: 2.3889541626
epoch time: 4.8827528954s, input_fired_time: 0.0690922737, output_fired_time: 0.0000000000, propagate_forward_time: 4.3669843674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466762543
validation[          , genome  3400] predictions:    9567/  10000 (95.67%), best:    9640/10000 (96.40%), error:      1529.55701, best error:      1260.75000 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 54.4715805054s, input_fired_time: 0.5000433922, output_fired_time: 0.4945986867, propagate_forward_time: 20.8242301941, propagate_backward_time: 30.2609615326, weight_update_time: 0.1386781186, other_time: 2.3917484283
epoch time: 4.7229251862s, input_fired_time: 0.0655729845, output_fired_time: 0.0000000000, propagate_forward_time: 4.2190279961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383239746
validation[          , genome  3400] predictions:    9610/  10000 (96.10%), best:    9640/10000 (96.40%), error:      1320.58069, best error:      1260.75000 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.5599136353s, input_fired_time: 0.5003457069, output_fired_time: 0.4864054024, propagate_forward_time: 20.4373855591, propagate_backward_time: 29.7092189789, weight_update_time: 0.1385000795, other_time: 2.4265575409
epoch time: 4.7288460732s, input_fired_time: 0.0640005246, output_fired_time: 0.0000000000, propagate_forward_time: 4.2503380775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145073891
validation[          , genome  3400] predictions:    9602/  10000 (96.02%), best:    9640/10000 (96.40%), error:      1360.79150, best error:      1260.75000 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 54.1419181824s, input_fired_time: 0.5088674426, output_fired_time: 0.4932154417, propagate_forward_time: 20.6538448334, propagate_backward_time: 30.0339527130, weight_update_time: 0.1391040385, other_time: 2.4520397186
epoch time: 4.6769199371s, input_fired_time: 0.0637795851, output_fired_time: 0.0000000000, propagate_forward_time: 4.1981587410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149818420
validation[          , genome  3400] predictions:    9623/  10000 (96.23%), best:    9640/10000 (96.40%), error:      1332.76306, best error:      1260.75000 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 54.8303565979s, input_fired_time: 0.5027980208, output_fired_time: 0.5016782284, propagate_forward_time: 20.9625949860, propagate_backward_time: 30.4626636505, weight_update_time: 0.1387896836, other_time: 2.4006252289
epoch time: 4.7813425064s, input_fired_time: 0.0653832480, output_fired_time: 0.0000000000, propagate_forward_time: 4.2847075462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312515259
validation[          , genome  3400] predictions:    9577/  10000 (95.77%), best:    9640/10000 (96.40%), error:      1404.42200, best error:      1260.75000 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 55.4461212158s, input_fired_time: 0.5018943548, output_fired_time: 0.5039854646, propagate_forward_time: 21.2267990112, propagate_backward_time: 30.8449897766, weight_update_time: 0.1416860372, other_time: 2.3684501648
epoch time: 4.7072291374s, input_fired_time: 0.0657090768, output_fired_time: 0.0000000000, propagate_forward_time: 4.2092161179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323039055
validation[          , genome  3400] predictions:    9600/  10000 (96.00%), best:    9640/10000 (96.40%), error:      1367.06287, best error:      1260.75000 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 53.9765510559s, input_fired_time: 0.5028680563, output_fired_time: 0.4918868244, propagate_forward_time: 20.6291027069, propagate_backward_time: 29.9480419159, weight_update_time: 0.1383603811, other_time: 2.4046497345
epoch time: 4.7474956512s, input_fired_time: 0.0667882934, output_fired_time: 0.0000000000, propagate_forward_time: 4.2643365860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163708687
validation[          , genome  3400] predictions:    9613/  10000 (96.13%), best:    9640/10000 (96.40%), error:      1332.82043, best error:      1260.75000 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.7845153809s, input_fired_time: 0.5010025501, output_fired_time: 0.4973735213, propagate_forward_time: 21.0011672974, propagate_backward_time: 30.4399108887, weight_update_time: 0.1392721236, other_time: 2.3450622559
epoch time: 4.4898729324s, input_fired_time: 0.0637090430, output_fired_time: 0.0000000000, propagate_forward_time: 3.9731836319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529800415
validation[          , genome  3400] predictions:    9582/  10000 (95.82%), best:    9640/10000 (96.40%), error:      1381.80444, best error:      1260.75000 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 55.1087150574s, input_fired_time: 0.5074669719, output_fired_time: 0.5027883053, propagate_forward_time: 21.0776538849, propagate_backward_time: 30.6231288910, weight_update_time: 0.1400769353, other_time: 2.3976764679
epoch time: 4.6361846924s, input_fired_time: 0.0662084818, output_fired_time: 0.0000000000, propagate_forward_time: 4.1494326591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205436707
validation[          , genome  3400] predictions:    9616/  10000 (96.16%), best:    9640/10000 (96.40%), error:      1320.09448, best error:      1260.75000 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 54.6298828125s, input_fired_time: 0.5087851286, output_fired_time: 0.5000505447, propagate_forward_time: 20.8717288971, propagate_backward_time: 30.2801418304, weight_update_time: 0.1407977641, other_time: 2.4691791534
epoch time: 4.7181749344s, input_fired_time: 0.0650145635, output_fired_time: 0.0000000000, propagate_forward_time: 4.2341551781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190053940
validation[          , genome  3400] predictions:    9594/  10000 (95.94%), best:    9640/10000 (96.40%), error:      1373.15540, best error:      1260.75000 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 54.5007896423s, input_fired_time: 0.5026711822, output_fired_time: 0.4986329973, propagate_forward_time: 20.8729801178, propagate_backward_time: 30.2258567810, weight_update_time: 0.1388429254, other_time: 2.4006462097
epoch time: 4.7144808769s, input_fired_time: 0.0647463351, output_fired_time: 0.0000000000, propagate_forward_time: 4.2320098877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177246094
validation[          , genome  3400] predictions:    9600/  10000 (96.00%), best:    9640/10000 (96.40%), error:      1375.06738, best error:      1260.75000 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 54.4388427734s, input_fired_time: 0.5026996732, output_fired_time: 0.4976124167, propagate_forward_time: 20.8517780304, propagate_backward_time: 30.2314300537, weight_update_time: 0.1384888291, other_time: 2.3553237915
epoch time: 4.6733660698s, input_fired_time: 0.0657492653, output_fired_time: 0.0000000000, propagate_forward_time: 4.1694450378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381718636
validation[          , genome  3400] predictions:    9578/  10000 (95.78%), best:    9640/10000 (96.40%), error:      1384.73376, best error:      1260.75000 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 54.2273712158s, input_fired_time: 0.5064232945, output_fired_time: 0.4996089041, propagate_forward_time: 20.7430953979, propagate_backward_time: 30.0725936890, weight_update_time: 0.1401258856, other_time: 2.4056510925
epoch time: 4.3864655495s, input_fired_time: 0.0662058368, output_fired_time: 0.0000000000, propagate_forward_time: 3.8894274235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308321476
validation[          , genome  3400] predictions:    9615/  10000 (96.15%), best:    9640/10000 (96.40%), error:      1343.70032, best error:      1260.75000 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 54.7193450928s, input_fired_time: 0.5071012974, output_fired_time: 0.4971259236, propagate_forward_time: 20.8792972565, propagate_backward_time: 30.3932933807, weight_update_time: 0.1409896463, other_time: 2.4425220490
epoch time: 4.6939401627s, input_fired_time: 0.0647771358, output_fired_time: 0.0000000000, propagate_forward_time: 4.1966075897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325551987
validation[          , genome  3400] predictions:    9558/  10000 (95.58%), best:    9640/10000 (96.40%), error:      1471.20618, best error:      1260.75000 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 54.6063804626s, input_fired_time: 0.5093414187, output_fired_time: 0.4963955879, propagate_forward_time: 20.8442287445, propagate_backward_time: 30.3230571747, weight_update_time: 0.1389530003, other_time: 2.4333591461
epoch time: 4.8653926849s, input_fired_time: 0.0683612004, output_fired_time: 0.0000000000, propagate_forward_time: 4.3468852043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501461983
validation[          , genome  3400] predictions:    9570/  10000 (95.70%), best:    9640/10000 (96.40%), error:      1423.48523, best error:      1260.75000 on epoch:    75, 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: 23.5493068695s, input_fired_time: 0.3259359002, output_fired_time: 0.0000000000, propagate_forward_time: 20.9655036926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2578678131
best training[          , genome  3400] predictions:   48933/  50000 (97.87%), best:    9640/10000 (96.40%), error:      3955.26245, best error:      1260.75000 on epoch:    75, 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: 4.1987919807s, input_fired_time: 0.0611671954, output_fired_time: 0.0000000000, propagate_forward_time: 3.7128119469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248127937
   testing[          , genome  3400] predictions:    9658/  10000 (96.58%), best:    9640/10000 (96.40%), error:      1161.98059, best error:      1260.75000 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:26:44 (4360): called boinc_finish(0)

</stderr_txt>
]]>