Nameexact_genome_1512568488_41_7110_1
Workunit2606822
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline20 Dec 2017, 23:47:04 UTC
Received8 Dec 2017, 9:55:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66845
Run time6 hours 18 min 13 sec
CPU time6 hours 9 min 32 sec
Validate stateValid
Credit3,247.68
Device peak FLOPS2.71 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.17 MB
Peak swap size153.91 MB
Peak disk usage1.27 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
21s, input_fired_time: 0.2124042958, output_fired_time: 0.0000000000, propagate_forward_time: 16.0871906281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375007629
validation[          , genome  7110] predictions:    9728/  10000 (97.28%), best:    9739/10000 (97.39%), error:       956.89124, best error:       914.09680 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 206.5876464844s, input_fired_time: 2.1027200222, output_fired_time: 1.7871248722, propagate_forward_time: 82.3246154785, propagate_backward_time: 116.7677001953, weight_update_time: 0.2172588855, other_time: 3.6054840088
epoch time: 17.0745372772s, input_fired_time: 0.2084332556, output_fired_time: 0.0000000000, propagate_forward_time: 16.2368354797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6292686462
validation[          , genome  7110] predictions:    9711/  10000 (97.11%), best:    9739/10000 (97.39%), error:      1010.37982, best error:       914.09680 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 206.1390838623s, input_fired_time: 2.0462927818, output_fired_time: 1.7347840071, propagate_forward_time: 81.8895187378, propagate_backward_time: 116.8223495483, weight_update_time: 0.2312588841, other_time: 3.6461334229
epoch time: 17.7126426697s, input_fired_time: 0.2118053585, output_fired_time: 0.0000000000, propagate_forward_time: 16.8493232727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6515140533
validation[          , genome  7110] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       890.36450, best error:       890.36450 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 204.0057830811s, input_fired_time: 2.0550155640, output_fired_time: 1.7282907963, propagate_forward_time: 81.2851104736, propagate_backward_time: 115.3796615601, weight_update_time: 0.2170877010, other_time: 3.5577163696
epoch time: 17.5993499756s, input_fired_time: 0.2400590777, output_fired_time: 0.0000000000, propagate_forward_time: 16.7022781372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570129395
validation[          , genome  7110] predictions:    9723/  10000 (97.23%), best:    9722/10000 (97.22%), error:       963.00128, best error:       890.36450 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 205.5816345215s, input_fired_time: 2.0700829029, output_fired_time: 1.7191941738, propagate_forward_time: 81.8276748657, propagate_backward_time: 116.3924560547, weight_update_time: 0.2180345058, other_time: 3.5722274780
epoch time: 16.9040451050s, input_fired_time: 0.2092161924, output_fired_time: 0.0000000000, propagate_forward_time: 16.0589237213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359043121
validation[          , genome  7110] predictions:    9698/  10000 (96.98%), best:    9722/10000 (97.22%), error:      1010.11499, best error:       890.36450 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 205.3163299561s, input_fired_time: 2.1010365486, output_fired_time: 1.7067404985, propagate_forward_time: 81.7795562744, propagate_backward_time: 116.0886840820, weight_update_time: 0.2249639183, other_time: 3.6403045654
epoch time: 17.2958984375s, input_fired_time: 0.2124244720, output_fired_time: 0.0000000000, propagate_forward_time: 16.4516277313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318454742
validation[          , genome  7110] predictions:    9689/  10000 (96.89%), best:    9722/10000 (97.22%), error:      1068.93005, best error:       890.36450 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 203.9034729004s, input_fired_time: 2.0353994370, output_fired_time: 1.7265037298, propagate_forward_time: 81.2611160278, propagate_backward_time: 115.2567596436, weight_update_time: 0.2259713262, other_time: 3.6236953735
epoch time: 17.6913928986s, input_fired_time: 0.2141393721, output_fired_time: 0.0000000000, propagate_forward_time: 16.8043823242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6728706360
validation[          , genome  7110] predictions:    9681/  10000 (96.81%), best:    9722/10000 (97.22%), error:      1023.63214, best error:       890.36450 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 204.8109130859s, input_fired_time: 2.0394136906, output_fired_time: 1.7133605480, propagate_forward_time: 81.5024719238, propagate_backward_time: 115.9848403931, weight_update_time: 0.2175482661, other_time: 3.5708236694
epoch time: 17.2602443695s, input_fired_time: 0.2102887332, output_fired_time: 0.0000000000, propagate_forward_time: 16.4177722931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6321830750
validation[          , genome  7110] predictions:    9735/  10000 (97.35%), best:    9722/10000 (97.22%), error:       917.86981, best error:       890.36450 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 206.7303161621s, input_fired_time: 2.0515425205, output_fired_time: 1.7257978916, propagate_forward_time: 82.1713638306, propagate_backward_time: 117.1891708374, weight_update_time: 0.2314839661, other_time: 3.5924377441
epoch time: 17.2475032806s, input_fired_time: 0.2092047930, output_fired_time: 0.0000000000, propagate_forward_time: 16.3799705505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6583271027
validation[          , genome  7110] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       855.80609, best error:       855.80609 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 204.8202972412s, input_fired_time: 2.0684139729, output_fired_time: 1.7059488297, propagate_forward_time: 81.6056594849, propagate_backward_time: 115.8584976196, weight_update_time: 0.2169425339, other_time: 3.5817718506
epoch time: 17.0963783264s, input_fired_time: 0.2285250574, output_fired_time: 0.0000000000, propagate_forward_time: 16.2386741638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6291790009
validation[          , genome  7110] predictions:    9724/  10000 (97.24%), best:    9751/10000 (97.51%), error:       946.81201, best error:       855.80609 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 204.2790374756s, input_fired_time: 2.0343365669, output_fired_time: 1.7232264280, propagate_forward_time: 81.2847595215, propagate_backward_time: 115.6849975586, weight_update_time: 0.2212819904, other_time: 3.5517272949
epoch time: 17.7419567108s, input_fired_time: 0.2270328701, output_fired_time: 0.0000000000, propagate_forward_time: 16.8179512024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6969718933
validation[          , genome  7110] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       829.77496, best error:       829.77496 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 204.4703674316s, input_fired_time: 2.0256707668, output_fired_time: 1.6928305626, propagate_forward_time: 81.4527053833, propagate_backward_time: 115.6970520020, weight_update_time: 0.2181924731, other_time: 3.6021194458
epoch time: 17.1974792480s, input_fired_time: 0.2116488218, output_fired_time: 0.0000000000, propagate_forward_time: 16.3370971680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6487331390
validation[          , genome  7110] predictions:    9749/  10000 (97.49%), best:    9746/10000 (97.46%), error:       894.07745, best error:       829.77496 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 207.2675018311s, input_fired_time: 2.0829000473, output_fired_time: 1.7470865250, propagate_forward_time: 82.5697784424, propagate_backward_time: 117.2163467407, weight_update_time: 0.2188462466, other_time: 3.6513900757
epoch time: 17.0549602509s, input_fired_time: 0.2109024376, output_fired_time: 0.0000000000, propagate_forward_time: 16.1851062775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589508057
validation[          , genome  7110] predictions:    9740/  10000 (97.40%), best:    9746/10000 (97.46%), error:       881.62573, best error:       829.77496 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 205.2288055420s, input_fired_time: 2.0301799774, output_fired_time: 1.6984634399, propagate_forward_time: 81.5394821167, propagate_backward_time: 116.3580474854, weight_update_time: 0.2167043090, other_time: 3.6026229858
epoch time: 17.4317398071s, input_fired_time: 0.2123472989, output_fired_time: 0.0000000000, propagate_forward_time: 16.5398159027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6795768738
validation[          , genome  7110] predictions:    9660/  10000 (96.60%), best:    9746/10000 (97.46%), error:      1096.16724, best error:       829.77496 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 207.3542938232s, input_fired_time: 2.1262753010, output_fired_time: 1.7014002800, propagate_forward_time: 82.6443405151, propagate_backward_time: 117.2669296265, weight_update_time: 0.2181054205, other_time: 3.6153411865
epoch time: 16.8980960846s, input_fired_time: 0.2114192545, output_fired_time: 0.0000000000, propagate_forward_time: 16.0509548187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6357212067
validation[          , genome  7110] predictions:    9700/  10000 (97.00%), best:    9746/10000 (97.46%), error:      1002.81616, best error:       829.77496 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 206.0036315918s, input_fired_time: 2.0690910816, output_fired_time: 1.7311844826, propagate_forward_time: 82.0442886353, propagate_backward_time: 116.5181045532, weight_update_time: 0.2178317457, other_time: 3.6409606934
epoch time: 17.1302833557s, input_fired_time: 0.2250421494, output_fired_time: 0.0000000000, propagate_forward_time: 16.2673873901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6378536224
validation[          , genome  7110] predictions:    9750/  10000 (97.50%), best:    9746/10000 (97.46%), error:       859.65936, best error:       829.77496 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 205.5926971436s, input_fired_time: 2.0305662155, output_fired_time: 1.7285338640, propagate_forward_time: 81.8525238037, propagate_backward_time: 116.2847900391, weight_update_time: 0.2346832156, other_time: 3.6962890625
epoch time: 16.8835773468s, input_fired_time: 0.2119241357, output_fired_time: 0.0000000000, propagate_forward_time: 16.0396156311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6320381165
validation[          , genome  7110] predictions:    9747/  10000 (97.47%), best:    9746/10000 (97.46%), error:       841.80829, best error:       829.77496 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 205.8712463379s, input_fired_time: 2.0534260273, output_fired_time: 1.7162988186, propagate_forward_time: 82.0622253418, propagate_backward_time: 116.4707107544, weight_update_time: 0.2178358436, other_time: 3.5685958862
epoch time: 17.3957424164s, input_fired_time: 0.2263843119, output_fired_time: 0.0000000000, propagate_forward_time: 16.5059146881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634426117
validation[          , genome  7110] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       920.47284, best error:       829.77496 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 206.6683502197s, input_fired_time: 2.0948340893, output_fired_time: 1.7424716949, propagate_forward_time: 82.0671234131, propagate_backward_time: 117.1759567261, weight_update_time: 0.2174786031, other_time: 3.5879592896
epoch time: 17.2009811401s, input_fired_time: 0.2134876996, output_fired_time: 0.0000000000, propagate_forward_time: 16.3509807587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6365127563
validation[          , genome  7110] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       784.21942, best error:       784.21942 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 208.5343322754s, input_fired_time: 2.0962021351, output_fired_time: 1.7342602015, propagate_forward_time: 83.1276779175, propagate_backward_time: 117.8999862671, weight_update_time: 0.2268579304, other_time: 3.6762084961
epoch time: 16.8984432220s, input_fired_time: 0.2121800929, output_fired_time: 0.0000000000, propagate_forward_time: 16.0507316589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355323792
validation[          , genome  7110] predictions:    9744/  10000 (97.44%), best:    9764/10000 (97.64%), error:       874.16443, best error:       784.21942 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 206.7726440430s, input_fired_time: 2.0708549023, output_fired_time: 1.7165288925, propagate_forward_time: 82.2458038330, propagate_backward_time: 117.1172103882, weight_update_time: 0.2187331766, other_time: 3.6222457886
epoch time: 17.0232563019s, input_fired_time: 0.2149545848, output_fired_time: 0.0000000000, propagate_forward_time: 16.1696987152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6386032104
validation[          , genome  7110] predictions:    9714/  10000 (97.14%), best:    9764/10000 (97.64%), error:       935.32300, best error:       784.21942 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 206.3981018066s, input_fired_time: 2.0888001919, output_fired_time: 1.7636704445, propagate_forward_time: 81.9812850952, propagate_backward_time: 116.9377593994, weight_update_time: 0.2332861573, other_time: 3.6265792847
epoch time: 17.3128433228s, input_fired_time: 0.2183929533, output_fired_time: 0.0000000000, propagate_forward_time: 16.4421653748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522846222
validation[          , genome  7110] predictions:    9761/  10000 (97.61%), best:    9764/10000 (97.64%), error:       793.97632, best error:       784.21942 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 204.4191131592s, input_fired_time: 2.0553834438, output_fired_time: 1.7437469959, propagate_forward_time: 81.3359069824, propagate_backward_time: 115.6957168579, weight_update_time: 0.2182657570, other_time: 3.5883560181
epoch time: 16.9882602692s, input_fired_time: 0.2213383317, output_fired_time: 0.0000000000, propagate_forward_time: 16.1304569244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6364650726
validation[          , genome  7110] predictions:    9717/  10000 (97.17%), best:    9764/10000 (97.64%), error:       911.44928, best error:       784.21942 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 205.5321807861s, input_fired_time: 2.0703597069, output_fired_time: 1.7360461950, propagate_forward_time: 81.7618942261, propagate_backward_time: 116.3087463379, weight_update_time: 0.2219287604, other_time: 3.6551284790
epoch time: 16.9205398560s, input_fired_time: 0.2131225318, output_fired_time: 0.0000000000, propagate_forward_time: 16.0719699860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6354465485
validation[          , genome  7110] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       769.95020, best error:       769.95020 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 270.5626831055s, input_fired_time: 2.7006821632, output_fired_time: 2.1860768795, propagate_forward_time: 104.3697814941, propagate_backward_time: 156.5905914307, weight_update_time: 0.2931410968, other_time: 4.7155609131
epoch time: 19.7646713257s, input_fired_time: 0.2434035689, output_fired_time: 0.0000000000, propagate_forward_time: 18.7627372742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7585296631
validation[          , genome  7110] predictions:    9747/  10000 (97.47%), best:    9771/10000 (97.71%), error:       866.97711, best error:       769.95020 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 217.6271362305s, input_fired_time: 2.1528971195, output_fired_time: 1.8018795252, propagate_forward_time: 86.5940551758, propagate_backward_time: 123.2992477417, weight_update_time: 0.2302445024, other_time: 3.7790603638
epoch time: 17.8504238129s, input_fired_time: 0.2188358009, output_fired_time: 0.0000000000, propagate_forward_time: 16.9308948517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7006931305
validation[          , genome  7110] predictions:    9765/  10000 (97.65%), best:    9771/10000 (97.71%), error:       824.76874, best error:       769.95020 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 204.8493804932s, input_fired_time: 2.0923736095, output_fired_time: 1.7094912529, propagate_forward_time: 81.4606170654, propagate_backward_time: 115.9456176758, weight_update_time: 0.2182971239, other_time: 3.6412811279
epoch time: 16.8816986084s, input_fired_time: 0.2141501904, output_fired_time: 0.0000000000, propagate_forward_time: 16.0294704437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6380786896
validation[          , genome  7110] predictions:    9743/  10000 (97.43%), best:    9771/10000 (97.71%), error:       850.35431, best error:       769.95020 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 205.9982757568s, input_fired_time: 2.0501561165, output_fired_time: 1.7291904688, propagate_forward_time: 81.7957687378, propagate_backward_time: 116.8332214355, weight_update_time: 0.2175081372, other_time: 3.5899429321
epoch time: 16.8856163025s, input_fired_time: 0.2147592157, output_fired_time: 0.0000000000, propagate_forward_time: 16.0387191772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6321372986
validation[          , genome  7110] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       875.44281, best error:       769.95020 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 204.5628662109s, input_fired_time: 2.0646836758, output_fired_time: 1.7330055237, propagate_forward_time: 81.3570251465, propagate_backward_time: 115.8547515869, weight_update_time: 0.2177106887, other_time: 3.5534057617
epoch time: 17.6653862000s, input_fired_time: 0.2268066108, output_fired_time: 0.0000000000, propagate_forward_time: 16.7592372894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6793422699
validation[          , genome  7110] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       938.95709, best error:       769.95020 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 205.1332397461s, input_fired_time: 2.0925037861, output_fired_time: 1.7344281673, propagate_forward_time: 81.6198959351, propagate_backward_time: 116.0781860352, weight_update_time: 0.2181756794, other_time: 3.6082382202
epoch time: 17.5899047852s, input_fired_time: 0.2146332115, output_fired_time: 0.0000000000, propagate_forward_time: 16.7151126862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6601581573
validation[          , genome  7110] predictions:    9774/  10000 (97.74%), best:    9771/10000 (97.71%), error:       781.79346, best error:       769.95020 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 204.3581695557s, input_fired_time: 2.0793912411, output_fired_time: 1.7251870632, propagate_forward_time: 81.3182525635, propagate_backward_time: 115.6596832275, weight_update_time: 0.2178482562, other_time: 3.5756530762
epoch time: 17.0748214722s, input_fired_time: 0.2137417942, output_fired_time: 0.0000000000, propagate_forward_time: 16.2257156372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353645325
validation[          , genome  7110] predictions:    9782/  10000 (97.82%), best:    9771/10000 (97.71%), error:       776.66644, best error:       769.95020 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 205.5012359619s, input_fired_time: 2.0702552795, output_fired_time: 1.7443355322, propagate_forward_time: 81.5436172485, propagate_backward_time: 116.5451507568, weight_update_time: 0.2196873873, other_time: 3.5978775024
epoch time: 16.8786468506s, input_fired_time: 0.2152973264, output_fired_time: 0.0000000000, propagate_forward_time: 16.0301818848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6331672668
validation[          , genome  7110] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       696.08667, best error:       696.08667 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 205.3787231445s, input_fired_time: 2.0641412735, output_fired_time: 1.7262827158, propagate_forward_time: 81.8197784424, propagate_backward_time: 116.1484298706, weight_update_time: 0.2176067233, other_time: 3.6200790405
epoch time: 17.3661956787s, input_fired_time: 0.2208843231, output_fired_time: 0.0000000000, propagate_forward_time: 16.4924583435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6528530121
validation[          , genome  7110] predictions:    9683/  10000 (96.83%), best:    9795/10000 (97.95%), error:       975.73431, best error:       696.08667 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 204.5400085449s, input_fired_time: 2.0699119568, output_fired_time: 1.7264719009, propagate_forward_time: 81.2761077881, propagate_backward_time: 115.9019546509, weight_update_time: 0.2172775269, other_time: 3.5655593872
epoch time: 16.9141368866s, input_fired_time: 0.2177670747, output_fired_time: 0.0000000000, propagate_forward_time: 16.0586223602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6377468109
validation[          , genome  7110] predictions:    9761/  10000 (97.61%), best:    9795/10000 (97.95%), error:       783.55823, best error:       696.08667 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 206.5209197998s, input_fired_time: 2.0774514675, output_fired_time: 1.7131655216, propagate_forward_time: 82.2067184448, propagate_backward_time: 116.9388732910, weight_update_time: 0.2175454050, other_time: 3.5847091675
epoch time: 17.3383102417s, input_fired_time: 0.2233573049, output_fired_time: 0.0000000000, propagate_forward_time: 16.4494609833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6654911041
validation[          , genome  7110] predictions:    9736/  10000 (97.36%), best:    9795/10000 (97.95%), error:       907.13770, best error:       696.08667 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 206.3520507812s, input_fired_time: 2.0716214180, output_fired_time: 1.7283098698, propagate_forward_time: 82.1320419312, propagate_backward_time: 116.7637939453, weight_update_time: 0.2179777324, other_time: 3.6562728882
epoch time: 16.9252338409s, input_fired_time: 0.2165179402, output_fired_time: 0.0000000000, propagate_forward_time: 16.0699291229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6387863159
validation[          , genome  7110] predictions:    9784/  10000 (97.84%), best:    9795/10000 (97.95%), error:       746.06976, best error:       696.08667 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 205.2844390869s, input_fired_time: 2.0649540424, output_fired_time: 1.7170121670, propagate_forward_time: 81.5724411011, propagate_backward_time: 116.3719329834, weight_update_time: 0.2170812190, other_time: 3.5580978394
epoch time: 17.2533931732s, input_fired_time: 0.2169118524, output_fired_time: 0.0000000000, propagate_forward_time: 16.3777465820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6587352753
validation[          , genome  7110] predictions:    9757/  10000 (97.57%), best:    9795/10000 (97.95%), error:       759.08691, best error:       696.08667 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 205.4591217041s, input_fired_time: 2.1152324677, output_fired_time: 1.7282100916, propagate_forward_time: 81.7853164673, propagate_backward_time: 116.2088851929, weight_update_time: 0.2200276405, other_time: 3.6214752197
epoch time: 17.4744892120s, input_fired_time: 0.2291424423, output_fired_time: 0.0000000000, propagate_forward_time: 16.6027927399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6425533295
validation[          , genome  7110] predictions:    9764/  10000 (97.64%), best:    9795/10000 (97.95%), error:       773.42987, best error:       696.08667 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 208.6719207764s, input_fired_time: 2.1387269497, output_fired_time: 1.7210217714, propagate_forward_time: 82.9198303223, propagate_backward_time: 118.2414245605, weight_update_time: 0.2177705020, other_time: 3.6509094238
epoch time: 17.4156761169s, input_fired_time: 0.2191438973, output_fired_time: 0.0000000000, propagate_forward_time: 16.5223102570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6742210388
validation[          , genome  7110] predictions:    9721/  10000 (97.21%), best:    9795/10000 (97.95%), error:       889.75488, best error:       696.08667 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 205.2272033691s, input_fired_time: 2.0946629047, output_fired_time: 1.7468117476, propagate_forward_time: 81.7910385132, propagate_backward_time: 115.9962081909, weight_update_time: 0.2203461379, other_time: 3.5984802246
epoch time: 17.7703456879s, input_fired_time: 0.2467733473, output_fired_time: 0.0000000000, propagate_forward_time: 16.8071899414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7163829803
validation[          , genome  7110] predictions:    9750/  10000 (97.50%), best:    9795/10000 (97.95%), error:       820.29999, best error:       696.08667 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 204.7508392334s, input_fired_time: 2.0529224873, output_fired_time: 1.6963108778, propagate_forward_time: 81.4832992554, propagate_backward_time: 115.8927230835, weight_update_time: 0.2206686884, other_time: 3.6255950928
epoch time: 17.0262966156s, input_fired_time: 0.2186472565, output_fired_time: 0.0000000000, propagate_forward_time: 16.1677646637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6398849487
validation[          , genome  7110] predictions:    9797/  10000 (97.97%), best:    9795/10000 (97.95%), error:       700.10175, best error:       696.08667 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 205.6343536377s, input_fired_time: 2.0958843231, output_fired_time: 1.7260301113, propagate_forward_time: 81.7971878052, propagate_backward_time: 116.3722457886, weight_update_time: 0.2261463255, other_time: 3.6430053711
epoch time: 17.0294418335s, input_fired_time: 0.2170583457, output_fired_time: 0.0000000000, propagate_forward_time: 16.1791000366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6332836151
validation[          , genome  7110] predictions:    9738/  10000 (97.38%), best:    9795/10000 (97.95%), error:       901.85651, best error:       696.08667 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 205.1999511719s, input_fired_time: 2.0715687275, output_fired_time: 1.6960752010, propagate_forward_time: 81.6527786255, propagate_backward_time: 116.1828384399, weight_update_time: 0.2173871398, other_time: 3.5966949463
epoch time: 16.8669795990s, input_fired_time: 0.2198218405, output_fired_time: 0.0000000000, propagate_forward_time: 16.0156879425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314697266
validation[          , genome  7110] predictions:    9765/  10000 (97.65%), best:    9795/10000 (97.95%), error:       767.50470, best error:       696.08667 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 204.0728302002s, input_fired_time: 2.1088831425, output_fired_time: 1.7170721292, propagate_forward_time: 81.2135848999, propagate_backward_time: 115.4444427490, weight_update_time: 0.2251258790, other_time: 3.5888442993
epoch time: 17.3865852356s, input_fired_time: 0.2175343633, output_fired_time: 0.0000000000, propagate_forward_time: 16.4967384338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6723117828
validation[          , genome  7110] predictions:    9760/  10000 (97.60%), best:    9795/10000 (97.95%), error:       783.00946, best error:       696.08667 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 206.0275268555s, input_fired_time: 2.0881342888, output_fired_time: 1.7301962376, propagate_forward_time: 81.7269134521, propagate_backward_time: 116.8791885376, weight_update_time: 0.2177404314, other_time: 3.6030960083
epoch time: 16.8763580322s, input_fired_time: 0.2170239091, output_fired_time: 0.0000000000, propagate_forward_time: 16.0273628235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319713593
validation[          , genome  7110] predictions:    9755/  10000 (97.55%), best:    9795/10000 (97.95%), error:       795.28784, best error:       696.08667 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 206.0800323486s, input_fired_time: 2.0903573036, output_fired_time: 1.7082886696, propagate_forward_time: 82.0180435181, propagate_backward_time: 116.6678543091, weight_update_time: 0.2193935961, other_time: 3.5954895020
epoch time: 17.0823268890s, input_fired_time: 0.2200104594, output_fired_time: 0.0000000000, propagate_forward_time: 16.2202358246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420803070
validation[          , genome  7110] predictions:    9726/  10000 (97.26%), best:    9795/10000 (97.95%), error:       899.54962, best error:       696.08667 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 205.7828369141s, input_fired_time: 2.1053254604, output_fired_time: 1.7650635242, propagate_forward_time: 81.8872756958, propagate_backward_time: 116.4067764282, weight_update_time: 0.2195455283, other_time: 3.6183929443
epoch time: 17.3396472931s, input_fired_time: 0.2308482230, output_fired_time: 0.0000000000, propagate_forward_time: 16.4571914673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6516075134
validation[          , genome  7110] predictions:    9797/  10000 (97.97%), best:    9795/10000 (97.95%), error:       732.78497, best error:       696.08667 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 205.8367767334s, input_fired_time: 2.1015913486, output_fired_time: 1.7092376947, propagate_forward_time: 82.1076431274, propagate_backward_time: 116.3254394531, weight_update_time: 0.2172214836, other_time: 3.5928573608
epoch time: 17.4846973419s, input_fired_time: 0.2488610148, output_fired_time: 0.0000000000, propagate_forward_time: 16.6012477875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6345882416
validation[          , genome  7110] predictions:    9784/  10000 (97.84%), best:    9795/10000 (97.95%), error:       734.13501, best error:       696.08667 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 206.1517791748s, input_fired_time: 2.1047413349, output_fired_time: 1.6940480471, propagate_forward_time: 82.1610794067, propagate_backward_time: 116.5755004883, weight_update_time: 0.2214923054, other_time: 3.6164169312
epoch time: 17.0754928589s, input_fired_time: 0.2200184613, output_fired_time: 0.0000000000, propagate_forward_time: 16.2198829651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355915070
validation[          , genome  7110] predictions:    9788/  10000 (97.88%), best:    9795/10000 (97.95%), error:       721.30817, best error:       696.08667 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 205.0466156006s, input_fired_time: 2.0822100639, output_fired_time: 1.7181839943, propagate_forward_time: 81.6864166260, propagate_backward_time: 115.9600143433, weight_update_time: 0.2256518602, other_time: 3.5997848511
epoch time: 17.8148574829s, input_fired_time: 0.2609227002, output_fired_time: 0.0000000000, propagate_forward_time: 16.8702640533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836700439
validation[          , genome  7110] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       694.76801, best error:       694.76801 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 205.6116638184s, input_fired_time: 2.1072242260, output_fired_time: 1.7333065271, propagate_forward_time: 81.9521331787, propagate_backward_time: 116.2095336914, weight_update_time: 0.2192732245, other_time: 3.6094665527
epoch time: 17.8842525482s, input_fired_time: 0.2194370925, output_fired_time: 0.0000000000, propagate_forward_time: 17.0151138306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497020721
validation[          , genome  7110] predictions:    9739/  10000 (97.39%), best:    9805/10000 (98.05%), error:       825.23505, best error:       694.76801 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 204.0614929199s, input_fired_time: 2.0768737793, output_fired_time: 1.7049071789, propagate_forward_time: 81.1728363037, propagate_backward_time: 115.5218887329, weight_update_time: 0.2260626405, other_time: 3.5849838257
epoch time: 17.1912269592s, input_fired_time: 0.2371356934, output_fired_time: 0.0000000000, propagate_forward_time: 16.2852287292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6688632965
validation[          , genome  7110] predictions:    9790/  10000 (97.90%), best:    9805/10000 (98.05%), error:       747.88245, best error:       694.76801 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 205.8057708740s, input_fired_time: 2.0776147842, output_fired_time: 1.7193080187, propagate_forward_time: 81.8691024780, propagate_backward_time: 116.5492172241, weight_update_time: 0.2223180234, other_time: 3.5905151367
epoch time: 17.0108089447s, input_fired_time: 0.2179753929, output_fired_time: 0.0000000000, propagate_forward_time: 16.1525249481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6403083801
validation[          , genome  7110] predictions:    9804/  10000 (98.04%), best:    9805/10000 (98.05%), error:       717.98596, best error:       694.76801 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 203.5542602539s, input_fired_time: 2.0585408211, output_fired_time: 1.7070494890, propagate_forward_time: 80.9167938232, propagate_backward_time: 115.3126907349, weight_update_time: 0.2183096111, other_time: 3.5591812134
epoch time: 17.2689323425s, input_fired_time: 0.2241487801, output_fired_time: 0.0000000000, propagate_forward_time: 16.4032478333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6415348053
validation[          , genome  7110] predictions:    9792/  10000 (97.92%), best:    9805/10000 (98.05%), error:       712.30072, best error:       694.76801 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 205.7327880859s, input_fired_time: 2.0741980076, output_fired_time: 1.7395671606, propagate_forward_time: 81.7016830444, propagate_backward_time: 116.5863876343, weight_update_time: 0.2170671374, other_time: 3.6309509277
epoch time: 16.9382247925s, input_fired_time: 0.2206377685, output_fired_time: 0.0000000000, propagate_forward_time: 16.0794563293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381301880
validation[          , genome  7110] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       721.70111, best error:       694.76801 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 206.5064392090s, input_fired_time: 2.1224322319, output_fired_time: 1.7507097721, propagate_forward_time: 82.0989837646, propagate_backward_time: 116.9141235352, weight_update_time: 0.2350000888, other_time: 3.6201782227
epoch time: 16.9299087524s, input_fired_time: 0.2187516689, output_fired_time: 0.0000000000, propagate_forward_time: 16.0761585236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349983215
validation[          , genome  7110] predictions:    9779/  10000 (97.79%), best:    9805/10000 (98.05%), error:       758.83905, best error:       694.76801 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 205.8995666504s, input_fired_time: 2.1519932747, output_fired_time: 1.7442023754, propagate_forward_time: 81.9534759521, propagate_backward_time: 116.4698410034, weight_update_time: 0.2181583196, other_time: 3.5800552368
epoch time: 16.9897632599s, input_fired_time: 0.2346917242, output_fired_time: 0.0000000000, propagate_forward_time: 16.1168994904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381721497
validation[          , genome  7110] predictions:    9794/  10000 (97.94%), best:    9805/10000 (98.05%), error:       701.01935, best error:       694.76801 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 205.5623931885s, input_fired_time: 2.1615855694, output_fired_time: 1.7708768845, propagate_forward_time: 81.8400344849, propagate_backward_time: 116.2129516602, weight_update_time: 0.2171514928, other_time: 3.5769424438
epoch time: 17.7364730835s, input_fired_time: 0.2192782462, output_fired_time: 0.0000000000, propagate_forward_time: 16.8494606018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6677341461
validation[          , genome  7110] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       698.70728, best error:       694.76801 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 205.6311950684s, input_fired_time: 2.0929088593, output_fired_time: 1.7377336025, propagate_forward_time: 81.5148315430, propagate_backward_time: 116.6456985474, weight_update_time: 0.2406941801, other_time: 3.6400222778
epoch time: 16.9385662079s, input_fired_time: 0.2206287980, output_fired_time: 0.0000000000, propagate_forward_time: 16.0822105408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6357269287
validation[          , genome  7110] predictions:    9784/  10000 (97.84%), best:    9805/10000 (98.05%), error:       728.55469, best error:       694.76801 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 206.9876861572s, input_fired_time: 2.0955743790, output_fired_time: 1.7114144564, propagate_forward_time: 82.3013076782, propagate_backward_time: 117.2052612305, weight_update_time: 0.2171812952, other_time: 3.6741256714
epoch time: 17.0935153961s, input_fired_time: 0.2210307568, output_fired_time: 0.0000000000, propagate_forward_time: 16.2330284119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6394557953
validation[          , genome  7110] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       732.53455, best error:       694.76801 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 205.7695159912s, input_fired_time: 2.0701088905, output_fired_time: 1.7255848646, propagate_forward_time: 81.9001541138, propagate_backward_time: 116.4368743896, weight_update_time: 0.2202736139, other_time: 3.6367874146
epoch time: 17.8070182800s, input_fired_time: 0.2533549070, output_fired_time: 0.0000000000, propagate_forward_time: 16.8555393219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6981239319
validation[          , genome  7110] predictions:    9798/  10000 (97.98%), best:    9805/10000 (98.05%), error:       754.78442, best error:       694.76801 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 204.9342651367s, input_fired_time: 2.1014056206, output_fired_time: 1.7447127104, propagate_forward_time: 81.5210723877, propagate_backward_time: 115.9653930664, weight_update_time: 0.2185248584, other_time: 3.6016845703
epoch time: 17.0727519989s, input_fired_time: 0.2194503397, output_fired_time: 0.0000000000, propagate_forward_time: 16.2224159241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308860779
validation[          , genome  7110] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       726.78943, best error:       694.76801 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 206.5741271973s, input_fired_time: 2.1654415131, output_fired_time: 1.7163276672, propagate_forward_time: 81.9397125244, propagate_backward_time: 117.1573410034, weight_update_time: 0.2180935442, other_time: 3.5953140259
epoch time: 17.0629844666s, input_fired_time: 0.2193567008, output_fired_time: 0.0000000000, propagate_forward_time: 16.2129592896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306686401
validation[          , genome  7110] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       682.39728, best error:       682.39728 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 207.4122772217s, input_fired_time: 2.1387586594, output_fired_time: 1.7626065016, propagate_forward_time: 82.4237823486, propagate_backward_time: 117.4551925659, weight_update_time: 0.2181188762, other_time: 3.6319351196
epoch time: 17.1041297913s, input_fired_time: 0.2225018889, output_fired_time: 0.0000000000, propagate_forward_time: 16.2462959290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353321075
validation[          , genome  7110] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       675.69287, best error:       675.69287 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 206.6803283691s, input_fired_time: 2.1064002514, output_fired_time: 1.7122509480, propagate_forward_time: 82.4337692261, propagate_backward_time: 116.7761535645, weight_update_time: 0.2271838635, other_time: 3.6517562866
epoch time: 17.2321453094s, input_fired_time: 0.2223735601, output_fired_time: 0.0000000000, propagate_forward_time: 16.3551959991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6545753479
validation[          , genome  7110] predictions:    9805/  10000 (98.05%), best:    9799/10000 (97.99%), error:       692.01605, best error:       675.69287 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 206.1339111328s, input_fired_time: 2.1284766197, output_fired_time: 1.7370826006, propagate_forward_time: 82.0189514160, propagate_backward_time: 116.6477050781, weight_update_time: 0.2173568755, other_time: 3.6016998291
epoch time: 17.0286693573s, input_fired_time: 0.2209888548, output_fired_time: 0.0000000000, propagate_forward_time: 16.1644191742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6432609558
validation[          , genome  7110] predictions:    9802/  10000 (98.02%), best:    9799/10000 (97.99%), error:       678.66321, best error:       675.69287 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 205.9658050537s, input_fired_time: 2.1638164520, output_fired_time: 1.7342418432, propagate_forward_time: 81.9213867188, propagate_backward_time: 116.5547790527, weight_update_time: 0.2173850387, other_time: 3.5915832520
epoch time: 16.8798408508s, input_fired_time: 0.2213190049, output_fired_time: 0.0000000000, propagate_forward_time: 16.0246086121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6339130402
validation[          , genome  7110] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       714.16705, best error:       675.69287 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 206.9676055908s, input_fired_time: 2.0989286900, output_fired_time: 1.7199946642, propagate_forward_time: 82.4132232666, propagate_backward_time: 117.1071853638, weight_update_time: 0.2194886804, other_time: 3.6282730103
epoch time: 17.2892608643s, input_fired_time: 0.2285167724, output_fired_time: 0.0000000000, propagate_forward_time: 16.4109725952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497707367
validation[          , genome  7110] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       744.56891, best error:       675.69287 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 204.1791229248s, input_fired_time: 2.1061077118, output_fired_time: 1.7026309967, propagate_forward_time: 81.2639007568, propagate_backward_time: 115.5526275635, weight_update_time: 0.2175804228, other_time: 3.5538482666
epoch time: 16.9061508179s, input_fired_time: 0.2233755291, output_fired_time: 0.0000000000, propagate_forward_time: 16.0450706482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6377048492
validation[          , genome  7110] predictions:    9821/  10000 (98.21%), best:    9799/10000 (97.99%), error:       684.78558, best error:       675.69287 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 205.6751403809s, input_fired_time: 2.1089200974, output_fired_time: 1.7307422161, propagate_forward_time: 81.6688385010, propagate_backward_time: 116.5322952271, weight_update_time: 0.2179171443, other_time: 3.6343460083
epoch time: 17.0934638977s, input_fired_time: 0.2268830985, output_fired_time: 0.0000000000, propagate_forward_time: 16.2383823395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281986237
validation[          , genome  7110] predictions:    9816/  10000 (98.16%), best:    9799/10000 (97.99%), error:       676.58020, best error:       675.69287 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 208.0439910889s, input_fired_time: 2.0829713345, output_fired_time: 1.7127090693, propagate_forward_time: 82.9784011841, propagate_backward_time: 117.6629180908, weight_update_time: 0.2222156525, other_time: 3.6069869995
epoch time: 17.3203735352s, input_fired_time: 0.2251032293, output_fired_time: 0.0000000000, propagate_forward_time: 16.4353504181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6599197388
validation[          , genome  7110] predictions:    9790/  10000 (97.90%), best:    9799/10000 (97.99%), error:       730.66101, best error:       675.69287 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 206.7555999756s, input_fired_time: 2.1526708603, output_fired_time: 1.7320799828, propagate_forward_time: 82.1167831421, propagate_backward_time: 117.1744995117, weight_update_time: 0.2180786282, other_time: 3.5795669556
epoch time: 17.6715049744s, input_fired_time: 0.2316942364, output_fired_time: 0.0000000000, propagate_forward_time: 16.7579917908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6818180084
validation[          , genome  7110] predictions:    9788/  10000 (97.88%), best:    9799/10000 (97.99%), error:       726.34515, best error:       675.69287 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 204.1770477295s, input_fired_time: 2.1009275913, output_fired_time: 1.7127667665, propagate_forward_time: 81.2788619995, propagate_backward_time: 115.5160217285, weight_update_time: 0.2311431020, other_time: 3.5684738159
epoch time: 17.4123821259s, input_fired_time: 0.2220016271, output_fired_time: 0.0000000000, propagate_forward_time: 16.5480861664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6422939301
validation[          , genome  7110] predictions:    9785/  10000 (97.85%), best:    9799/10000 (97.99%), error:       760.25006, best error:       675.69287 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 205.9651184082s, input_fired_time: 2.1019282341, output_fired_time: 1.7438015938, propagate_forward_time: 82.1204833984, propagate_backward_time: 116.4092102051, weight_update_time: 0.2179532349, other_time: 3.5896911621
epoch time: 16.9072875977s, input_fired_time: 0.2215309143, output_fired_time: 0.0000000000, propagate_forward_time: 16.0505409241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6352157593
validation[          , genome  7110] predictions:    9806/  10000 (98.06%), best:    9799/10000 (97.99%), error:       702.79089, best error:       675.69287 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 204.8150787354s, input_fired_time: 2.1243314743, output_fired_time: 1.7227077484, propagate_forward_time: 81.5581054688, propagate_backward_time: 115.8193511963, weight_update_time: 0.2173307240, other_time: 3.5905914307
epoch time: 16.9793777466s, input_fired_time: 0.2300146669, output_fired_time: 0.0000000000, propagate_forward_time: 16.1154308319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6339321136
validation[          , genome  7110] predictions:    9791/  10000 (97.91%), best:    9799/10000 (97.99%), error:       716.57440, best error:       675.69287 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 203.9336090088s, input_fired_time: 2.0974071026, output_fired_time: 1.7073127031, propagate_forward_time: 81.1504592896, propagate_backward_time: 115.4087524414, weight_update_time: 0.2180022597, other_time: 3.5696792603
epoch time: 16.9278583527s, input_fired_time: 0.2218395025, output_fired_time: 0.0000000000, propagate_forward_time: 16.0709075928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6351108551
validation[          , genome  7110] predictions:    9809/  10000 (98.09%), best:    9799/10000 (97.99%), error:       678.00854, best error:       675.69287 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 206.2210083008s, input_fired_time: 2.1227931976, output_fired_time: 1.7252385616, propagate_forward_time: 82.1623535156, propagate_backward_time: 116.5825347900, weight_update_time: 0.2277409136, other_time: 3.6280975342
epoch time: 16.9585475922s, input_fired_time: 0.2248263210, output_fired_time: 0.0000000000, propagate_forward_time: 16.0955867767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6381340027
validation[          , genome  7110] predictions:    9766/  10000 (97.66%), best:    9799/10000 (97.99%), error:       775.60419, best error:       675.69287 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 205.2046661377s, input_fired_time: 2.1232223511, output_fired_time: 1.6930438280, propagate_forward_time: 81.5745010376, propagate_backward_time: 116.2002258301, weight_update_time: 0.2393062115, other_time: 3.6136856079
epoch time: 17.5090522766s, input_fired_time: 0.2235288620, output_fired_time: 0.0000000000, propagate_forward_time: 16.6518154144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6337070465
validation[          , genome  7110] predictions:    9789/  10000 (97.89%), best:    9799/10000 (97.99%), error:       712.39105, best error:       675.69287 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 206.0275268555s, input_fired_time: 2.1503081322, output_fired_time: 1.7009955645, propagate_forward_time: 82.1372070312, propagate_backward_time: 116.4398727417, weight_update_time: 0.2254782468, other_time: 3.5991439819
epoch time: 17.9072322845s, input_fired_time: 0.2559538782, output_fired_time: 0.0000000000, propagate_forward_time: 17.0112838745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6399936676
validation[          , genome  7110] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       655.69232, best error:       655.69232 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 205.5601959229s, input_fired_time: 2.1224575043, output_fired_time: 1.7098927498, propagate_forward_time: 81.6999664307, propagate_backward_time: 116.4726486206, weight_update_time: 0.2282151878, other_time: 3.5552291870
epoch time: 16.8939132690s, input_fired_time: 0.2226741761, output_fired_time: 0.0000000000, propagate_forward_time: 16.0372619629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6339778900
validation[          , genome  7110] predictions:    9789/  10000 (97.89%), best:    9809/10000 (98.09%), error:       701.34735, best error:       655.69232 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 205.0938415527s, input_fired_time: 2.1715109348, output_fired_time: 1.7209094763, propagate_forward_time: 81.5901031494, propagate_backward_time: 116.0192337036, weight_update_time: 0.2210446447, other_time: 3.5920791626
epoch time: 17.3470478058s, input_fired_time: 0.2235246599, output_fired_time: 0.0000000000, propagate_forward_time: 16.4681091309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6554145813
validation[          , genome  7110] predictions:    9787/  10000 (97.87%), best:    9809/10000 (98.09%), error:       732.76019, best error:       655.69232 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 205.1401977539s, input_fired_time: 2.1021451950, output_fired_time: 1.7211265564, propagate_forward_time: 81.7537918091, propagate_backward_time: 115.9490051270, weight_update_time: 0.2366262972, other_time: 3.6141281128
epoch time: 18.3122310638s, input_fired_time: 0.2292211801, output_fired_time: 0.0000000000, propagate_forward_time: 17.3841285706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6988811493
validation[          , genome  7110] predictions:    9803/  10000 (98.03%), best:    9809/10000 (98.09%), error:       671.78796, best error:       655.69232 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 204.1842956543s, input_fired_time: 2.0951049328, output_fired_time: 1.6962084770, propagate_forward_time: 81.2916107178, propagate_backward_time: 115.5267791748, weight_update_time: 0.2175363302, other_time: 3.5745849609
epoch time: 16.8660392761s, input_fired_time: 0.2223372757, output_fired_time: 0.0000000000, propagate_forward_time: 16.0199489594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237525940
validation[          , genome  7110] predictions:    9796/  10000 (97.96%), best:    9809/10000 (98.09%), error:       679.35901, best error:       655.69232 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 205.5947113037s, input_fired_time: 2.1238286495, output_fired_time: 1.7025144100, propagate_forward_time: 81.9443130493, propagate_backward_time: 116.2167358398, weight_update_time: 0.2375137210, other_time: 3.6073226929
epoch time: 17.0898075104s, input_fired_time: 0.2244783938, output_fired_time: 0.0000000000, propagate_forward_time: 16.2353820801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6299476624
validation[          , genome  7110] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       669.22400, best error:       655.69232 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 205.1667480469s, input_fired_time: 2.0921688080, output_fired_time: 1.7088532448, propagate_forward_time: 81.4911575317, propagate_backward_time: 116.3203964233, weight_update_time: 0.2220122665, other_time: 3.5541839600
epoch time: 16.9915866852s, input_fired_time: 0.2255306542, output_fired_time: 0.0000000000, propagate_forward_time: 16.1312332153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348228455
validation[          , genome  7110] predictions:    9778/  10000 (97.78%), best:    9809/10000 (98.09%), error:       705.67621, best error:       655.69232 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 205.0437011719s, input_fired_time: 2.1353716850, output_fired_time: 1.7072440386, propagate_forward_time: 81.5709075928, propagate_backward_time: 116.0682067871, weight_update_time: 0.2254561037, other_time: 3.5619659424
epoch time: 17.3620948792s, input_fired_time: 0.2280925661, output_fired_time: 0.0000000000, propagate_forward_time: 16.4816169739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523857117
validation[          , genome  7110] predictions:    9785/  10000 (97.85%), best:    9809/10000 (98.09%), error:       729.93268, best error:       655.69232 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 205.4853363037s, input_fired_time: 2.1470286846, output_fired_time: 1.7212669849, propagate_forward_time: 81.5476837158, propagate_backward_time: 116.4239273071, weight_update_time: 0.2320471555, other_time: 3.6454238892
epoch time: 17.3345851898s, input_fired_time: 0.2251501828, output_fired_time: 0.0000000000, propagate_forward_time: 16.4551258087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6543083191
validation[          , genome  7110] predictions:    9785/  10000 (97.85%), best:    9809/10000 (98.09%), error:       730.84155, best error:       655.69232 on epoch:    92, 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: 87.6505661011s, input_fired_time: 1.1345717907, output_fired_time: 0.0000000000, propagate_forward_time: 83.1482849121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3677062988
best training[          , genome  7110] predictions:   49774/  50000 (99.55%), best:    9809/10000 (98.09%), error:      1146.33972, best error:       655.69232 on epoch:    92, 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: 16.8974571228s, input_fired_time: 0.2203829288, output_fired_time: 0.0000000000, propagate_forward_time: 16.0350017548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420726776
   testing[          , genome  7110] predictions:    9802/  10000 (98.02%), best:    9809/10000 (98.09%), error:       667.45551, best error:       655.69232 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:54:34 (8064): called boinc_finish(0)

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