Nameexact_genome_1512568488_43_6728_0
Workunit2604954
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:44:47 UTC
Report deadline17 Dec 2017, 5:37:40 UTC
Received8 Dec 2017, 17:02:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time4 hours 40 min 7 sec
CPU time4 hours 39 min 39 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.27 MB
Peak swap size152.25 MB
Peak disk usage1.15 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
82300, weight_update_time: 0.1420772970, other_time: 2.8587112427
epoch time: 12.6324310303s, input_fired_time: 0.1509121358, output_fired_time: 0.0000000000, propagate_forward_time: 11.9628505707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5186681747
validation[          , genome  6728] predictions:    9646/  10000 (96.46%), best:    9684/10000 (96.84%), error:      1184.70898, best error:      1056.51587 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 154.4854583740s, input_fired_time: 1.3214318752, output_fired_time: 0.9614561200, propagate_forward_time: 61.0424652100, propagate_backward_time: 88.2966690063, weight_update_time: 0.1446671486, other_time: 2.8634414673
epoch time: 12.8833456039s, input_fired_time: 0.1568236351, output_fired_time: 0.0000000000, propagate_forward_time: 12.2094793320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170431137
validation[          , genome  6728] predictions:    9653/  10000 (96.53%), best:    9684/10000 (96.84%), error:      1144.83240, best error:      1056.51587 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 144.9195861816s, input_fired_time: 1.2947621346, output_fired_time: 0.9164349437, propagate_forward_time: 57.3241882324, propagate_backward_time: 82.5717239380, weight_update_time: 0.1350979507, other_time: 2.8124771118
epoch time: 12.6969709396s, input_fired_time: 0.1489081532, output_fired_time: 0.0000000000, propagate_forward_time: 12.0374002457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106620789
validation[          , genome  6728] predictions:    9650/  10000 (96.50%), best:    9684/10000 (96.84%), error:      1161.21179, best error:      1056.51587 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 153.4031066895s, input_fired_time: 1.3125330210, output_fired_time: 0.9504920840, propagate_forward_time: 60.7875366211, propagate_backward_time: 87.4602584839, weight_update_time: 0.1422706693, other_time: 2.8922958374
epoch time: 12.8155107498s, input_fired_time: 0.1490841806, output_fired_time: 0.0000000000, propagate_forward_time: 12.1556577682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107688904
validation[          , genome  6728] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1023.48334, best error:      1023.48334 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 153.6692810059s, input_fired_time: 1.3154909611, output_fired_time: 0.9603962898, propagate_forward_time: 60.8050498962, propagate_backward_time: 87.7236175537, weight_update_time: 0.1414298266, other_time: 2.8647155762
epoch time: 12.8808298111s, input_fired_time: 0.1525389999, output_fired_time: 0.0000000000, propagate_forward_time: 12.2142171860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5140733719
validation[          , genome  6728] predictions:    9612/  10000 (96.12%), best:    9700/10000 (97.00%), error:      1211.59888, best error:      1023.48334 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 153.8449096680s, input_fired_time: 1.3191064596, output_fired_time: 0.9595770836, propagate_forward_time: 60.8733139038, propagate_backward_time: 87.8644332886, weight_update_time: 0.1419451982, other_time: 2.8284759521
epoch time: 12.9008836746s, input_fired_time: 0.1514492482, output_fired_time: 0.0000000000, propagate_forward_time: 12.2410621643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083723068
validation[          , genome  6728] predictions:    9686/  10000 (96.86%), best:    9700/10000 (97.00%), error:      1052.06409, best error:      1023.48334 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 153.9189605713s, input_fired_time: 1.3213019371, output_fired_time: 0.9598502517, propagate_forward_time: 60.9049606323, propagate_backward_time: 87.9079895020, weight_update_time: 0.1437845826, other_time: 2.8248519897
epoch time: 12.8579216003s, input_fired_time: 0.1534576565, output_fired_time: 0.0000000000, propagate_forward_time: 12.2001447678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043191910
validation[          , genome  6728] predictions:    9657/  10000 (96.57%), best:    9700/10000 (97.00%), error:      1124.70081, best error:      1023.48334 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 152.6597900391s, input_fired_time: 1.3180096149, output_fired_time: 0.9576129317, propagate_forward_time: 60.2987861633, propagate_backward_time: 87.2703781128, weight_update_time: 0.1412835866, other_time: 2.8150100708
epoch time: 12.8271446228s, input_fired_time: 0.1512819082, output_fired_time: 0.0000000000, propagate_forward_time: 12.1722898483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035724640
validation[          , genome  6728] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       916.44507, best error:       916.44507 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 151.7866973877s, input_fired_time: 1.3089623451, output_fired_time: 0.9402765036, propagate_forward_time: 60.0025634766, propagate_backward_time: 86.7256774902, weight_update_time: 0.1417715847, other_time: 2.8092193604
epoch time: 12.5472469330s, input_fired_time: 0.1504221261, output_fired_time: 0.0000000000, propagate_forward_time: 11.8948297501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5019950867
validation[          , genome  6728] predictions:    9678/  10000 (96.78%), best:    9728/10000 (97.28%), error:      1052.91101, best error:       916.44507 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 151.1588745117s, input_fired_time: 1.3058828115, output_fired_time: 0.9406570196, propagate_forward_time: 59.7798042297, propagate_backward_time: 86.3358840942, weight_update_time: 0.1407803446, other_time: 2.7966537476
epoch time: 12.8951473236s, input_fired_time: 0.1533389986, output_fired_time: 0.0000000000, propagate_forward_time: 12.2245130539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5172948837
validation[          , genome  6728] predictions:    9692/  10000 (96.92%), best:    9728/10000 (97.28%), error:      1016.95642, best error:       916.44507 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 153.0970611572s, input_fired_time: 1.3340611458, output_fired_time: 0.9538683295, propagate_forward_time: 60.5910491943, propagate_backward_time: 87.3554153442, weight_update_time: 0.1421282440, other_time: 2.8626632690
epoch time: 12.8788509369s, input_fired_time: 0.1532633156, output_fired_time: 0.0000000000, propagate_forward_time: 12.2187309265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068569183
validation[          , genome  6728] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       852.73022, best error:       852.73022 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 155.0953216553s, input_fired_time: 1.3394602537, output_fired_time: 0.9668112397, propagate_forward_time: 61.4735946655, propagate_backward_time: 88.4731063843, weight_update_time: 0.1419561058, other_time: 2.8423461914
epoch time: 12.9245481491s, input_fired_time: 0.1532206088, output_fired_time: 0.0000000000, propagate_forward_time: 12.2574510574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138769150
validation[          , genome  6728] predictions:    9692/  10000 (96.92%), best:    9736/10000 (97.36%), error:      1058.15222, best error:       852.73022 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 154.1898956299s, input_fired_time: 1.3197735548, output_fired_time: 0.9533556104, propagate_forward_time: 61.0245285034, propagate_backward_time: 88.0577850342, weight_update_time: 0.1417569518, other_time: 2.8344497681
epoch time: 12.8424491882s, input_fired_time: 0.1541490257, output_fired_time: 0.0000000000, propagate_forward_time: 12.1771402359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111598969
validation[          , genome  6728] predictions:    9711/  10000 (97.11%), best:    9736/10000 (97.36%), error:       961.94055, best error:       852.73022 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 153.3916320801s, input_fired_time: 1.3231157064, output_fired_time: 0.9538198709, propagate_forward_time: 60.6485671997, propagate_backward_time: 87.6275024414, weight_update_time: 0.1424971223, other_time: 2.8386154175
epoch time: 12.8352804184s, input_fired_time: 0.1518067867, output_fired_time: 0.0000000000, propagate_forward_time: 12.1830215454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004520416
validation[          , genome  6728] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:       936.59497, best error:       852.73022 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 153.9092559814s, input_fired_time: 1.3181731701, output_fired_time: 0.9516378641, propagate_forward_time: 60.9776344299, propagate_backward_time: 87.8470001221, weight_update_time: 0.1430802196, other_time: 2.8148040771
epoch time: 12.9091577530s, input_fired_time: 0.1551399678, output_fired_time: 0.0000000000, propagate_forward_time: 12.2488508224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051670074
validation[          , genome  6728] predictions:    9629/  10000 (96.29%), best:    9736/10000 (97.36%), error:      1166.73389, best error:       852.73022 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 153.7506256104s, input_fired_time: 1.3250231743, output_fired_time: 0.9569082260, propagate_forward_time: 60.8236045837, propagate_backward_time: 87.8271865845, weight_update_time: 0.1427899897, other_time: 2.8178939819
epoch time: 12.8586578369s, input_fired_time: 0.1542130262, output_fired_time: 0.0000000000, propagate_forward_time: 12.1988115311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056333542
validation[          , genome  6728] predictions:    9738/  10000 (97.38%), best:    9736/10000 (97.36%), error:       897.59186, best error:       852.73022 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 153.7970123291s, input_fired_time: 1.3293709755, output_fired_time: 0.9560818076, propagate_forward_time: 60.9428596497, propagate_backward_time: 87.7387619019, weight_update_time: 0.1421731710, other_time: 2.8299331665
epoch time: 12.6032695770s, input_fired_time: 0.1518246233, output_fired_time: 0.0000000000, propagate_forward_time: 11.9524278641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990167618
validation[          , genome  6728] predictions:    9729/  10000 (97.29%), best:    9736/10000 (97.36%), error:       910.70380, best error:       852.73022 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 151.7816619873s, input_fired_time: 1.3140623569, output_fired_time: 0.9362397790, propagate_forward_time: 60.2358627319, propagate_backward_time: 86.4892730713, weight_update_time: 0.1409182101, other_time: 2.8062362671
epoch time: 12.8845367432s, input_fired_time: 0.1539533734, output_fired_time: 0.0000000000, propagate_forward_time: 12.2247610092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058221817
validation[          , genome  6728] predictions:    9680/  10000 (96.80%), best:    9736/10000 (97.36%), error:      1018.29578, best error:       852.73022 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 154.3574981689s, input_fired_time: 1.3297861814, output_fired_time: 0.9596884251, propagate_forward_time: 61.0254745483, propagate_backward_time: 88.2202148438, weight_update_time: 0.1429038346, other_time: 2.8223342896
epoch time: 12.8566513062s, input_fired_time: 0.1531969160, output_fired_time: 0.0000000000, propagate_forward_time: 12.2016944885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017595291
validation[          , genome  6728] predictions:    9727/  10000 (97.27%), best:    9736/10000 (97.36%), error:       909.55725, best error:       852.73022 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 154.6395721436s, input_fired_time: 1.3328084946, output_fired_time: 0.9637815952, propagate_forward_time: 61.1671218872, propagate_backward_time: 88.3677368164, weight_update_time: 0.1426802874, other_time: 2.8081283569
epoch time: 12.8388071060s, input_fired_time: 0.1546174586, output_fired_time: 0.0000000000, propagate_forward_time: 12.1744937897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096960068
validation[          , genome  6728] predictions:    9724/  10000 (97.24%), best:    9736/10000 (97.36%), error:       930.25531, best error:       852.73022 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 153.8743591309s, input_fired_time: 1.3273282051, output_fired_time: 0.9497948289, propagate_forward_time: 60.9635124207, propagate_backward_time: 87.8225479126, weight_update_time: 0.1414072365, other_time: 2.8111648560
epoch time: 12.8812437057s, input_fired_time: 0.1533980221, output_fired_time: 0.0000000000, propagate_forward_time: 12.2181644440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096817017
validation[          , genome  6728] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       889.49017, best error:       852.73022 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 151.5809936523s, input_fired_time: 1.3163771629, output_fired_time: 0.9431217909, propagate_forward_time: 59.9811325073, propagate_backward_time: 86.5285949707, weight_update_time: 0.1407649666, other_time: 2.8117752075
epoch time: 12.6457843781s, input_fired_time: 0.1517283022, output_fired_time: 0.0000000000, propagate_forward_time: 11.9895868301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044689178
validation[          , genome  6728] predictions:    9730/  10000 (97.30%), best:    9736/10000 (97.36%), error:       901.91260, best error:       852.73022 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 152.1170654297s, input_fired_time: 1.3188855648, output_fired_time: 0.9422377944, propagate_forward_time: 60.2051849365, propagate_backward_time: 86.8277511597, weight_update_time: 0.1418883651, other_time: 2.8230209351
epoch time: 12.7866964340s, input_fired_time: 0.1514040381, output_fired_time: 0.0000000000, propagate_forward_time: 12.1344633102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008287430
validation[          , genome  6728] predictions:    9683/  10000 (96.83%), best:    9736/10000 (97.36%), error:      1026.46387, best error:       852.73022 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 141.4241790771s, input_fired_time: 1.2755707502, output_fired_time: 0.8841233850, propagate_forward_time: 56.1243362427, propagate_backward_time: 80.4118499756, weight_update_time: 0.1328344047, other_time: 2.7282943726
epoch time: 12.8778619766s, input_fired_time: 0.1546073854, output_fired_time: 0.0000000000, propagate_forward_time: 12.2126274109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106267929
validation[          , genome  6728] predictions:    9722/  10000 (97.22%), best:    9736/10000 (97.36%), error:       939.46906, best error:       852.73022 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 154.4170989990s, input_fired_time: 1.3334722519, output_fired_time: 0.9623211622, propagate_forward_time: 61.0619621277, propagate_backward_time: 88.2281265259, weight_update_time: 0.1436350197, other_time: 2.8312149048
epoch time: 12.8690004349s, input_fired_time: 0.1535067260, output_fired_time: 0.0000000000, propagate_forward_time: 12.2085933685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069007874
validation[          , genome  6728] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       833.99927, best error:       833.99927 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 147.3032836914s, input_fired_time: 1.2981768847, output_fired_time: 0.9235190749, propagate_forward_time: 58.2660751343, propagate_backward_time: 84.0496597290, weight_update_time: 0.1377438754, other_time: 2.7658538818
epoch time: 12.8652849197s, input_fired_time: 0.1525312215, output_fired_time: 0.0000000000, propagate_forward_time: 12.2013759613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113773346
validation[          , genome  6728] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       910.65356, best error:       833.99927 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 153.9940795898s, input_fired_time: 1.3295400143, output_fired_time: 0.9583476782, propagate_forward_time: 60.9555549622, propagate_backward_time: 87.9201507568, weight_update_time: 0.1431282312, other_time: 2.8304901123
epoch time: 12.8952770233s, input_fired_time: 0.1540607810, output_fired_time: 0.0000000000, propagate_forward_time: 12.2329025269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083141327
validation[          , genome  6728] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       929.05280, best error:       833.99927 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 152.5009918213s, input_fired_time: 1.3272794485, output_fired_time: 0.9492746592, propagate_forward_time: 60.2943115234, propagate_backward_time: 87.0951766968, weight_update_time: 0.1425485164, other_time: 2.8349380493
epoch time: 11.7161960602s, input_fired_time: 0.1463616490, output_fired_time: 0.0000000000, propagate_forward_time: 11.0844058990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854288101
validation[          , genome  6728] predictions:    9748/  10000 (97.48%), best:    9766/10000 (97.66%), error:       878.76672, best error:       833.99927 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 147.4526672363s, input_fired_time: 1.3005099297, output_fired_time: 0.9269607663, propagate_forward_time: 58.3249931335, propagate_backward_time: 84.1259918213, weight_update_time: 0.1383660287, other_time: 2.7742156982
epoch time: 12.8035354614s, input_fired_time: 0.1555875689, output_fired_time: 0.0000000000, propagate_forward_time: 12.1470241547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009241104
validation[          , genome  6728] predictions:    9723/  10000 (97.23%), best:    9766/10000 (97.66%), error:       877.89270, best error:       833.99927 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 153.9607696533s, input_fired_time: 1.3322986364, output_fired_time: 0.9569883347, propagate_forward_time: 60.8708915710, propagate_backward_time: 87.9614486694, weight_update_time: 0.1427181065, other_time: 2.8391342163
epoch time: 12.2200574875s, input_fired_time: 0.1478030682, output_fired_time: 0.0000000000, propagate_forward_time: 11.5868577957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853963852
validation[          , genome  6728] predictions:    9715/  10000 (97.15%), best:    9766/10000 (97.66%), error:       981.60345, best error:       833.99927 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 154.4561767578s, input_fired_time: 1.3337708712, output_fired_time: 0.9629989266, propagate_forward_time: 61.0323333740, propagate_backward_time: 88.2885742188, weight_update_time: 0.1434853971, other_time: 2.8385009766
epoch time: 12.8505878448s, input_fired_time: 0.1548058391, output_fired_time: 0.0000000000, propagate_forward_time: 12.1964349747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993467331
validation[          , genome  6728] predictions:    9708/  10000 (97.08%), best:    9766/10000 (97.66%), error:       934.69940, best error:       833.99927 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 154.4994354248s, input_fired_time: 1.3442113400, output_fired_time: 0.9670794606, propagate_forward_time: 61.1704254150, propagate_backward_time: 88.1586761475, weight_update_time: 0.1457694322, other_time: 2.8590393066
epoch time: 12.8378744125s, input_fired_time: 0.1543424726, output_fired_time: 0.0000000000, propagate_forward_time: 12.1820611954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014705658
validation[          , genome  6728] predictions:    9666/  10000 (96.66%), best:    9766/10000 (97.66%), error:      1085.50354, best error:       833.99927 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 154.1899108887s, input_fired_time: 1.3438606262, output_fired_time: 0.9510599971, propagate_forward_time: 61.0844688416, propagate_backward_time: 87.9439620972, weight_update_time: 0.1445604116, other_time: 2.8665542603
epoch time: 12.8608636856s, input_fired_time: 0.1539256722, output_fired_time: 0.0000000000, propagate_forward_time: 12.2014961243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054416656
validation[          , genome  6728] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       794.33575, best error:       794.33575 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 153.5184173584s, input_fired_time: 1.3566719294, output_fired_time: 0.9587742090, propagate_forward_time: 60.7786865234, propagate_backward_time: 87.5822296143, weight_update_time: 0.1411078274, other_time: 2.8420562744
epoch time: 12.8825683594s, input_fired_time: 0.1549467146, output_fired_time: 0.0000000000, propagate_forward_time: 12.2230558395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045661926
validation[          , genome  6728] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       787.28497, best error:       787.28497 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 154.0899353027s, input_fired_time: 1.3390527964, output_fired_time: 0.9598740935, propagate_forward_time: 60.9342956543, propagate_backward_time: 88.0092620850, weight_update_time: 0.1432904005, other_time: 2.8474578857
epoch time: 12.7087516785s, input_fired_time: 0.1534703970, output_fired_time: 0.0000000000, propagate_forward_time: 12.0524406433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028409958
validation[          , genome  6728] predictions:    9695/  10000 (96.95%), best:    9773/10000 (97.73%), error:      1005.66925, best error:       787.28497 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 153.1854248047s, input_fired_time: 1.3342339993, output_fired_time: 0.9507704973, propagate_forward_time: 60.6101989746, propagate_backward_time: 87.4549713135, weight_update_time: 0.1413492709, other_time: 2.8352508545
epoch time: 12.8880434036s, input_fired_time: 0.1574510485, output_fired_time: 0.0000000000, propagate_forward_time: 12.2168226242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137701035
validation[          , genome  6728] predictions:    9734/  10000 (97.34%), best:    9773/10000 (97.73%), error:       899.10278, best error:       787.28497 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 152.1591644287s, input_fired_time: 1.3268593550, output_fired_time: 0.9486630559, propagate_forward_time: 60.2137184143, propagate_backward_time: 86.8598861694, weight_update_time: 0.1403577179, other_time: 2.8100357056
epoch time: 12.8859138489s, input_fired_time: 0.1563014090, output_fired_time: 0.0000000000, propagate_forward_time: 12.2255706787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040416718
validation[          , genome  6728] predictions:    9735/  10000 (97.35%), best:    9773/10000 (97.73%), error:       896.58563, best error:       787.28497 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 152.8478088379s, input_fired_time: 1.3293105364, output_fired_time: 0.9445147514, propagate_forward_time: 60.5912475586, propagate_backward_time: 87.1600799561, weight_update_time: 0.1421362907, other_time: 2.8226470947
epoch time: 12.8982715607s, input_fired_time: 0.1564035863, output_fired_time: 0.0000000000, propagate_forward_time: 12.2339000702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079679489
validation[          , genome  6728] predictions:    9748/  10000 (97.48%), best:    9773/10000 (97.73%), error:       857.50189, best error:       787.28497 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 147.4816894531s, input_fired_time: 1.3045305014, output_fired_time: 0.9199371934, propagate_forward_time: 58.3918876648, propagate_backward_time: 84.0936126709, weight_update_time: 0.1381245106, other_time: 2.7717132568
epoch time: 12.8629407883s, input_fired_time: 0.1560130417, output_fired_time: 0.0000000000, propagate_forward_time: 12.2021722794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047550201
validation[          , genome  6728] predictions:    9725/  10000 (97.25%), best:    9773/10000 (97.73%), error:       923.36542, best error:       787.28497 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 154.0904083252s, input_fired_time: 1.3377940655, output_fired_time: 0.9552826285, propagate_forward_time: 60.9871902466, propagate_backward_time: 87.9804229736, weight_update_time: 0.1426494122, other_time: 2.8297195435
epoch time: 12.8714780807s, input_fired_time: 0.1552211344, output_fired_time: 0.0000000000, propagate_forward_time: 12.2004384995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158185959
validation[          , genome  6728] predictions:    9753/  10000 (97.53%), best:    9773/10000 (97.73%), error:       825.53186, best error:       787.28497 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 150.2638854980s, input_fired_time: 1.3197593689, output_fired_time: 0.9267793894, propagate_forward_time: 59.5758514404, propagate_backward_time: 85.6539535522, weight_update_time: 0.1397870779, other_time: 2.7875442505
epoch time: 12.8651199341s, input_fired_time: 0.1585701257, output_fired_time: 0.0000000000, propagate_forward_time: 12.2037687302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027809143
validation[          , genome  6728] predictions:    9734/  10000 (97.34%), best:    9773/10000 (97.73%), error:       886.73395, best error:       787.28497 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 153.8564758301s, input_fired_time: 1.3407664299, output_fired_time: 0.9574369788, propagate_forward_time: 60.9432868958, propagate_backward_time: 87.7994995117, weight_update_time: 0.1417096704, other_time: 2.8154907227
epoch time: 12.8854770660s, input_fired_time: 0.1583668292, output_fired_time: 0.0000000000, propagate_forward_time: 12.2219104767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051994324
validation[          , genome  6728] predictions:    9721/  10000 (97.21%), best:    9773/10000 (97.73%), error:       919.34650, best error:       787.28497 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 154.0771331787s, input_fired_time: 1.3385337591, output_fired_time: 0.9502553940, propagate_forward_time: 61.0519981384, propagate_backward_time: 87.9415664673, weight_update_time: 0.1416496336, other_time: 2.7947769165
epoch time: 12.8787975311s, input_fired_time: 0.1552335769, output_fired_time: 0.0000000000, propagate_forward_time: 12.2214813232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020828247
validation[          , genome  6728] predictions:    9744/  10000 (97.44%), best:    9773/10000 (97.73%), error:       884.50012, best error:       787.28497 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 154.0348815918s, input_fired_time: 1.3376250267, output_fired_time: 0.9529694915, propagate_forward_time: 61.0149497986, propagate_backward_time: 87.9201507568, weight_update_time: 0.1422017813, other_time: 2.8091735840
epoch time: 12.8609151840s, input_fired_time: 0.1556927115, output_fired_time: 0.0000000000, propagate_forward_time: 12.2025737762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026483536
validation[          , genome  6728] predictions:    9754/  10000 (97.54%), best:    9773/10000 (97.73%), error:       832.60309, best error:       787.28497 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 150.7165985107s, input_fired_time: 1.3166677952, output_fired_time: 0.9369000196, propagate_forward_time: 59.6759757996, propagate_backward_time: 86.0096435547, weight_update_time: 0.1401884258, other_time: 2.7774047852
epoch time: 12.7771272659s, input_fired_time: 0.1548293084, output_fired_time: 0.0000000000, propagate_forward_time: 12.1182775497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040206909
validation[          , genome  6728] predictions:    9750/  10000 (97.50%), best:    9773/10000 (97.73%), error:       801.58014, best error:       787.28497 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 150.7548370361s, input_fired_time: 1.3240830898, output_fired_time: 0.9332313538, propagate_forward_time: 59.7660789490, propagate_backward_time: 85.9380798340, weight_update_time: 0.1409956664, other_time: 2.7933654785
epoch time: 12.8484869003s, input_fired_time: 0.1571771950, output_fired_time: 0.0000000000, propagate_forward_time: 12.1975975037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937124252
validation[          , genome  6728] predictions:    9746/  10000 (97.46%), best:    9773/10000 (97.73%), error:       799.78857, best error:       787.28497 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 152.1792602539s, input_fired_time: 1.3378286362, output_fired_time: 0.9522176981, propagate_forward_time: 60.2267913818, propagate_backward_time: 86.8300552368, weight_update_time: 0.1416580826, other_time: 2.8323593140
epoch time: 12.8689708710s, input_fired_time: 0.1573342383, output_fired_time: 0.0000000000, propagate_forward_time: 12.2079000473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037364960
validation[          , genome  6728] predictions:    9732/  10000 (97.32%), best:    9773/10000 (97.73%), error:       831.54834, best error:       787.28497 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 146.4453735352s, input_fired_time: 1.3136810064, output_fired_time: 0.9184737206, propagate_forward_time: 57.9333229065, propagate_backward_time: 83.4999771118, weight_update_time: 0.1384490132, other_time: 2.7799301147
epoch time: 12.8838195801s, input_fired_time: 0.1571218818, output_fired_time: 0.0000000000, propagate_forward_time: 12.2235555649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5031423569
validation[          , genome  6728] predictions:    9752/  10000 (97.52%), best:    9773/10000 (97.73%), error:       819.44104, best error:       787.28497 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 151.1480712891s, input_fired_time: 1.3335705996, output_fired_time: 0.9461913109, propagate_forward_time: 59.7340278625, propagate_backward_time: 86.3330917358, weight_update_time: 0.1412281245, other_time: 2.8011856079
epoch time: 12.8691358566s, input_fired_time: 0.1555954516, output_fired_time: 0.0000000000, propagate_forward_time: 12.2000761032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134639740
validation[          , genome  6728] predictions:    9712/  10000 (97.12%), best:    9773/10000 (97.73%), error:       975.82605, best error:       787.28497 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 147.0400848389s, input_fired_time: 1.3107686043, output_fired_time: 0.9175004959, propagate_forward_time: 58.2154617310, propagate_backward_time: 83.8325119019, weight_update_time: 0.1374914944, other_time: 2.7638397217
epoch time: 9.6761827469s, input_fired_time: 0.1331827492, output_fired_time: 0.0000000000, propagate_forward_time: 9.0875177383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4554824829
validation[          , genome  6728] predictions:    9672/  10000 (96.72%), best:    9773/10000 (97.73%), error:      1103.49561, best error:       787.28497 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 147.6129150391s, input_fired_time: 1.3127599955, output_fired_time: 0.9099742174, propagate_forward_time: 58.4667129517, propagate_backward_time: 84.1441802979, weight_update_time: 0.1404141188, other_time: 2.7792892456
epoch time: 11.5546579361s, input_fired_time: 0.1473196596, output_fired_time: 0.0000000000, propagate_forward_time: 10.9259929657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4813451767
validation[          , genome  6728] predictions:    9719/  10000 (97.19%), best:    9773/10000 (97.73%), error:       871.85901, best error:       787.28497 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 152.0551757812s, input_fired_time: 1.3487380743, output_fired_time: 0.9462241530, propagate_forward_time: 60.2174491882, propagate_backward_time: 86.7204055786, weight_update_time: 0.1412480325, other_time: 2.8223495483
epoch time: 12.8938522339s, input_fired_time: 0.1584750712, output_fired_time: 0.0000000000, propagate_forward_time: 12.2316637039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037136078
validation[          , genome  6728] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       778.81921, best error:       778.81921 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 151.0608978271s, input_fired_time: 1.3356423378, output_fired_time: 0.9427036643, propagate_forward_time: 59.9021797180, propagate_backward_time: 86.0614547729, weight_update_time: 0.1422519386, other_time: 2.8189163208
epoch time: 10.4074058533s, input_fired_time: 0.1372004449, output_fired_time: 0.0000000000, propagate_forward_time: 9.8164424896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537630081
validation[          , genome  6728] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       833.92816, best error:       778.81921 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 151.3077239990s, input_fired_time: 1.3322199583, output_fired_time: 0.9384754896, propagate_forward_time: 59.8772621155, propagate_backward_time: 86.3591384888, weight_update_time: 0.1412083954, other_time: 2.8006362915
epoch time: 12.8803491592s, input_fired_time: 0.1571480930, output_fired_time: 0.0000000000, propagate_forward_time: 12.2174234390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5057773590
validation[          , genome  6728] predictions:    9720/  10000 (97.20%), best:    9769/10000 (97.69%), error:       944.44379, best error:       778.81921 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 154.0300140381s, input_fired_time: 1.3510260582, output_fired_time: 0.9617065191, propagate_forward_time: 60.8530197144, propagate_backward_time: 88.0322265625, weight_update_time: 0.1425957084, other_time: 2.8320388794
epoch time: 12.8993444443s, input_fired_time: 0.1597175747, output_fired_time: 0.0000000000, propagate_forward_time: 12.2284412384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111856461
validation[          , genome  6728] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       856.45392, best error:       778.81921 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 154.8067779541s, input_fired_time: 1.3528689146, output_fired_time: 0.9528478384, propagate_forward_time: 61.3152046204, propagate_backward_time: 88.3298110962, weight_update_time: 0.1440106034, other_time: 2.8560409546
epoch time: 12.8761701584s, input_fired_time: 0.1590613425, output_fired_time: 0.0000000000, propagate_forward_time: 12.2108602524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062484741
validation[          , genome  6728] predictions:    9721/  10000 (97.21%), best:    9769/10000 (97.69%), error:       903.40790, best error:       778.81921 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 154.1413269043s, input_fired_time: 1.3469811678, output_fired_time: 0.9517495632, propagate_forward_time: 61.0289649963, propagate_backward_time: 87.9815139771, weight_update_time: 0.1431867331, other_time: 2.8321151733
epoch time: 12.9160242081s, input_fired_time: 0.1586774588, output_fired_time: 0.0000000000, propagate_forward_time: 12.2491769791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081701279
validation[          , genome  6728] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       812.20764, best error:       778.81921 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 154.5083770752s, input_fired_time: 1.3535610437, output_fired_time: 0.9579104781, propagate_forward_time: 61.1244468689, propagate_backward_time: 88.2552871704, weight_update_time: 0.1420963109, other_time: 2.8171615601
epoch time: 12.8855953217s, input_fired_time: 0.1588480920, output_fired_time: 0.0000000000, propagate_forward_time: 12.2198238373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069236755
validation[          , genome  6728] predictions:    9735/  10000 (97.35%), best:    9769/10000 (97.69%), error:       861.91534, best error:       778.81921 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 154.0153656006s, input_fired_time: 1.3597720861, output_fired_time: 0.9549882412, propagate_forward_time: 60.9971542358, propagate_backward_time: 87.8497161865, weight_update_time: 0.1431790739, other_time: 2.8537368774
epoch time: 12.8804349899s, input_fired_time: 0.1577897072, output_fired_time: 0.0000000000, propagate_forward_time: 12.2188301086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038146973
validation[          , genome  6728] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       805.61603, best error:       778.81921 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 154.3007812500s, input_fired_time: 1.3545216322, output_fired_time: 0.9649637341, propagate_forward_time: 61.0632324219, propagate_backward_time: 88.0770797729, weight_update_time: 0.1422242522, other_time: 2.8409805298
epoch time: 12.8329734802s, input_fired_time: 0.1589355767, output_fired_time: 0.0000000000, propagate_forward_time: 12.1695852280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044527054
validation[          , genome  6728] predictions:    9743/  10000 (97.43%), best:    9769/10000 (97.69%), error:       851.78369, best error:       778.81921 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 153.6909942627s, input_fired_time: 1.3501287699, output_fired_time: 0.9532924294, propagate_forward_time: 60.8454132080, propagate_backward_time: 87.7204208374, weight_update_time: 0.1424876004, other_time: 2.8217391968
epoch time: 12.8863172531s, input_fired_time: 0.1582171917, output_fired_time: 0.0000000000, propagate_forward_time: 12.2228250504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052747726
validation[          , genome  6728] predictions:    9742/  10000 (97.42%), best:    9769/10000 (97.69%), error:       825.74286, best error:       778.81921 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 155.1203765869s, input_fired_time: 1.3642387390, output_fired_time: 0.9669595361, propagate_forward_time: 61.3509330750, propagate_backward_time: 88.5895385742, weight_update_time: 0.1439971477, other_time: 2.8486938477
epoch time: 12.8885889053s, input_fired_time: 0.1582451165, output_fired_time: 0.0000000000, propagate_forward_time: 12.2244911194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5058526993
validation[          , genome  6728] predictions:    9717/  10000 (97.17%), best:    9769/10000 (97.69%), error:       931.33569, best error:       778.81921 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 154.1543426514s, input_fired_time: 1.3497847319, output_fired_time: 0.9470131993, propagate_forward_time: 61.0580215454, propagate_backward_time: 87.9713973999, weight_update_time: 0.1427604258, other_time: 2.8281402588
epoch time: 12.9058504105s, input_fired_time: 0.1602248102, output_fired_time: 0.0000000000, propagate_forward_time: 12.2422142029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034112930
validation[          , genome  6728] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       904.74200, best error:       778.81921 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 154.7380065918s, input_fired_time: 1.3577910662, output_fired_time: 0.9592754841, propagate_forward_time: 61.3064193726, propagate_backward_time: 88.2877502441, weight_update_time: 0.1436919421, other_time: 2.8267745972
epoch time: 12.8774604797s, input_fired_time: 0.1608109027, output_fired_time: 0.0000000000, propagate_forward_time: 12.2042818069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123682022
validation[          , genome  6728] predictions:    9705/  10000 (97.05%), best:    9769/10000 (97.69%), error:       917.93585, best error:       778.81921 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 154.8353881836s, input_fired_time: 1.3621631861, output_fired_time: 0.9628257751, propagate_forward_time: 61.1634521484, propagate_backward_time: 88.5153427124, weight_update_time: 0.1439352185, other_time: 2.8315963745
epoch time: 12.9151210785s, input_fired_time: 0.1617425084, output_fired_time: 0.0000000000, propagate_forward_time: 12.2424535751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109252930
validation[          , genome  6728] predictions:    9712/  10000 (97.12%), best:    9769/10000 (97.69%), error:       998.53662, best error:       778.81921 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 154.4283752441s, input_fired_time: 1.3584257364, output_fired_time: 0.9542405605, propagate_forward_time: 61.0846672058, propagate_backward_time: 88.2119140625, weight_update_time: 0.1434450895, other_time: 2.8191223145
epoch time: 12.8987607956s, input_fired_time: 0.1589404941, output_fired_time: 0.0000000000, propagate_forward_time: 12.2318115234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080089569
validation[          , genome  6728] predictions:    9741/  10000 (97.41%), best:    9769/10000 (97.69%), error:       858.43549, best error:       778.81921 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 153.7736663818s, input_fired_time: 1.3554556370, output_fired_time: 0.9533759356, propagate_forward_time: 60.8616333008, propagate_backward_time: 87.7829742432, weight_update_time: 0.1420898139, other_time: 2.8202362061
epoch time: 12.8536233902s, input_fired_time: 0.1574973166, output_fired_time: 0.0000000000, propagate_forward_time: 12.1925783157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035476685
validation[          , genome  6728] predictions:    9732/  10000 (97.32%), best:    9769/10000 (97.69%), error:       886.77808, best error:       778.81921 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 155.2952880859s, input_fired_time: 1.3754138947, output_fired_time: 0.9662479162, propagate_forward_time: 61.4751625061, propagate_backward_time: 88.6217651367, weight_update_time: 0.1446231902, other_time: 2.8567047119
epoch time: 12.9611253738s, input_fired_time: 0.1601274908, output_fired_time: 0.0000000000, propagate_forward_time: 12.2918205261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091772079
validation[          , genome  6728] predictions:    9723/  10000 (97.23%), best:    9769/10000 (97.69%), error:       940.41187, best error:       778.81921 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 153.9248809814s, input_fired_time: 1.3692451715, output_fired_time: 0.9468951821, propagate_forward_time: 61.0095710754, propagate_backward_time: 87.7533035278, weight_update_time: 0.1439368874, other_time: 2.8458633423
epoch time: 12.9116420746s, input_fired_time: 0.1600856483, output_fired_time: 0.0000000000, propagate_forward_time: 12.2408514023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5107049942
validation[          , genome  6728] predictions:    9755/  10000 (97.55%), best:    9769/10000 (97.69%), error:       830.13812, best error:       778.81921 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 150.6788482666s, input_fired_time: 1.3412654400, output_fired_time: 0.9432092905, propagate_forward_time: 59.6025733948, propagate_backward_time: 85.9729461670, weight_update_time: 0.1410387754, other_time: 2.8188629150
epoch time: 12.8852872849s, input_fired_time: 0.1604055613, output_fired_time: 0.0000000000, propagate_forward_time: 12.2153759003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095062256
validation[          , genome  6728] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       856.12305, best error:       778.81921 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 153.5027160645s, input_fired_time: 1.3583556414, output_fired_time: 0.9522766471, propagate_forward_time: 60.7778816223, propagate_backward_time: 87.5800628662, weight_update_time: 0.1429101825, other_time: 2.8341522217
epoch time: 12.8298807144s, input_fired_time: 0.1577502787, output_fired_time: 0.0000000000, propagate_forward_time: 12.1661043167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060262680
validation[          , genome  6728] predictions:    9722/  10000 (97.22%), best:    9769/10000 (97.69%), error:       919.62842, best error:       778.81921 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 154.0254974365s, input_fired_time: 1.3584507704, output_fired_time: 0.9550051093, propagate_forward_time: 60.9677200317, propagate_backward_time: 87.9165954590, weight_update_time: 0.1429939121, other_time: 2.8277359009
epoch time: 12.8839673996s, input_fired_time: 0.1593864709, output_fired_time: 0.0000000000, propagate_forward_time: 12.2216281891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029525757
validation[          , genome  6728] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       866.91443, best error:       778.81921 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 153.7629394531s, input_fired_time: 1.3491570950, output_fired_time: 0.9498519897, propagate_forward_time: 60.9305305481, propagate_backward_time: 87.7296371460, weight_update_time: 0.1411076486, other_time: 2.8037643433
epoch time: 12.8297367096s, input_fired_time: 0.1595785469, output_fired_time: 0.0000000000, propagate_forward_time: 12.1706237793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995346069
validation[          , genome  6728] predictions:    9742/  10000 (97.42%), best:    9769/10000 (97.69%), error:       837.94617, best error:       778.81921 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 153.5802764893s, input_fired_time: 1.3560174704, output_fired_time: 0.9552917480, propagate_forward_time: 60.7771148682, propagate_backward_time: 87.6702957153, weight_update_time: 0.1413210630, other_time: 2.8215560913
epoch time: 12.8416099548s, input_fired_time: 0.1610642523, output_fired_time: 0.0000000000, propagate_forward_time: 12.1767511368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5037946701
validation[          , genome  6728] predictions:    9709/  10000 (97.09%), best:    9769/10000 (97.69%), error:       929.19684, best error:       778.81921 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 151.5195007324s, input_fired_time: 1.3450397253, output_fired_time: 0.9380627275, propagate_forward_time: 60.0228881836, propagate_backward_time: 86.4172286987, weight_update_time: 0.1405477822, other_time: 2.7962722778
epoch time: 12.8956708908s, input_fired_time: 0.1602256149, output_fired_time: 0.0000000000, propagate_forward_time: 12.2311172485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043277740
validation[          , genome  6728] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       777.48871, best error:       777.48871 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 148.6218566895s, input_fired_time: 1.3302353621, output_fired_time: 0.9267973900, propagate_forward_time: 58.7465133667, propagate_backward_time: 84.8428726196, weight_update_time: 0.1382057965, other_time: 2.7754364014
epoch time: 12.2560729980s, input_fired_time: 0.1547471136, output_fired_time: 0.0000000000, propagate_forward_time: 11.6099729538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913530350
validation[          , genome  6728] predictions:    9732/  10000 (97.32%), best:    9764/10000 (97.64%), error:       893.46118, best error:       777.48871 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 152.2058868408s, input_fired_time: 1.3545621634, output_fired_time: 0.9535421133, propagate_forward_time: 60.1962242126, propagate_backward_time: 86.8849334717, weight_update_time: 0.1424359530, other_time: 2.8166198730
epoch time: 12.9037094116s, input_fired_time: 0.1603244543, output_fired_time: 0.0000000000, propagate_forward_time: 12.2391033173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042819977
validation[          , genome  6728] predictions:    9727/  10000 (97.27%), best:    9764/10000 (97.64%), error:       867.45361, best error:       777.48871 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 150.8534545898s, input_fired_time: 1.3479990959, output_fired_time: 0.9440018535, propagate_forward_time: 59.7107543945, propagate_backward_time: 86.0585784912, weight_update_time: 0.1402279884, other_time: 2.7921295166
epoch time: 12.8468332291s, input_fired_time: 0.1620087773, output_fired_time: 0.0000000000, propagate_forward_time: 12.1761093140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087146759
validation[          , genome  6728] predictions:    9759/  10000 (97.59%), best:    9764/10000 (97.64%), error:       830.13696, best error:       777.48871 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 151.8961181641s, input_fired_time: 1.3530200720, output_fired_time: 0.9386811852, propagate_forward_time: 60.1509323120, propagate_backward_time: 86.6313323975, weight_update_time: 0.1417788118, other_time: 2.8221511841
epoch time: 12.9098730087s, input_fired_time: 0.1637695730, output_fired_time: 0.0000000000, propagate_forward_time: 12.2363872528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097160339
validation[          , genome  6728] predictions:    9766/  10000 (97.66%), best:    9764/10000 (97.64%), error:       787.46027, best error:       777.48871 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 154.1126251221s, input_fired_time: 1.3646515608, output_fired_time: 0.9583230019, propagate_forward_time: 60.9989852905, propagate_backward_time: 87.9613571167, weight_update_time: 0.1419078708, other_time: 2.8292999268
epoch time: 12.9106636047s, input_fired_time: 0.1622006148, output_fired_time: 0.0000000000, propagate_forward_time: 12.2387409210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097217560
validation[          , genome  6728] predictions:    9761/  10000 (97.61%), best:    9764/10000 (97.64%), error:       798.79938, best error:       777.48871 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 153.5461883545s, input_fired_time: 1.3616495132, output_fired_time: 0.9572363496, propagate_forward_time: 60.7409248352, propagate_backward_time: 87.6515731812, weight_update_time: 0.1421006620, other_time: 2.8348159790
epoch time: 12.8408603668s, input_fired_time: 0.1610441059, output_fired_time: 0.0000000000, propagate_forward_time: 12.1729068756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069093704
validation[          , genome  6728] predictions:    9742/  10000 (97.42%), best:    9764/10000 (97.64%), error:       857.25220, best error:       777.48871 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 153.6333923340s, input_fired_time: 1.3617529869, output_fired_time: 0.9504491687, propagate_forward_time: 60.8651428223, propagate_backward_time: 87.6135101318, weight_update_time: 0.1438622028, other_time: 2.8425292969
epoch time: 12.8885536194s, input_fired_time: 0.1619088054, output_fired_time: 0.0000000000, propagate_forward_time: 12.2225284576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041160583
validation[          , genome  6728] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       868.75177, best error:       777.48871 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 150.0629577637s, input_fired_time: 1.3454847336, output_fired_time: 0.9343239665, propagate_forward_time: 59.4030227661, propagate_backward_time: 85.5924072266, weight_update_time: 0.1388379186, other_time: 2.7877120972
epoch time: 12.9006471634s, input_fired_time: 0.1649622917, output_fired_time: 0.0000000000, propagate_forward_time: 12.2306976318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049877167
validation[          , genome  6728] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       778.79419, best error:       777.48871 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 152.4044342041s, input_fired_time: 1.3655146360, output_fired_time: 0.9491227269, propagate_forward_time: 60.3050384521, propagate_backward_time: 86.9343261719, weight_update_time: 0.1413769275, other_time: 2.8504333496
epoch time: 12.8591232300s, input_fired_time: 0.1614126265, output_fired_time: 0.0000000000, propagate_forward_time: 12.1843872070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133237839
validation[          , genome  6728] predictions:    9758/  10000 (97.58%), best:    9764/10000 (97.64%), error:       794.57147, best error:       777.48871 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 154.4027252197s, input_fired_time: 1.3809099197, output_fired_time: 0.9557554126, propagate_forward_time: 61.1660461426, propagate_backward_time: 88.0270156860, weight_update_time: 0.1476859450, other_time: 2.8730087280
epoch time: 12.9058141708s, input_fired_time: 0.1635556370, output_fired_time: 0.0000000000, propagate_forward_time: 12.2319841385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102739334
validation[          , genome  6728] predictions:    9729/  10000 (97.29%), best:    9764/10000 (97.64%), error:       883.31976, best error:       777.48871 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 154.4238128662s, input_fired_time: 1.3738527298, output_fired_time: 0.9555684924, propagate_forward_time: 61.1999435425, propagate_backward_time: 88.0608825684, weight_update_time: 0.1427332163, other_time: 2.8335647583
epoch time: 12.9063911438s, input_fired_time: 0.1617534906, output_fired_time: 0.0000000000, propagate_forward_time: 12.2356510162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089864731
validation[          , genome  6728] predictions:    9744/  10000 (97.44%), best:    9764/10000 (97.64%), error:       814.06641, best error:       777.48871 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 154.2885894775s, input_fired_time: 1.3728220463, output_fired_time: 0.9519442320, propagate_forward_time: 61.1277160645, propagate_backward_time: 87.9870223999, weight_update_time: 0.1427711248, other_time: 2.8490829468
epoch time: 12.8845682144s, input_fired_time: 0.1621767730, output_fired_time: 0.0000000000, propagate_forward_time: 12.2078752518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145158768
validation[          , genome  6728] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       868.32153, best error:       777.48871 on epoch:    88, 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: 64.3586654663s, input_fired_time: 0.8045966625, output_fired_time: 0.0000000000, propagate_forward_time: 60.9690704346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5849990845
best training[          , genome  6728] predictions:   49485/  50000 (98.97%), best:    9764/10000 (97.64%), error:      1957.51306, best error:       777.48871 on epoch:    88, 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: 12.8753566742s, input_fired_time: 0.1597742885, output_fired_time: 0.0000000000, propagate_forward_time: 12.2074718475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081110001
   testing[          , genome  6728] predictions:    9768/  10000 (97.68%), best:    9764/10000 (97.64%), error:       763.40302, best error:       777.48871 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:01:50 (72978): called boinc_finish(0)

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