Nameexact_genome_1512568488_43_7143_0
Workunit2606969
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline16 Dec 2017, 15:05:21 UTC
Received8 Dec 2017, 17:03:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time5 hours 17 min 56 sec
CPU time4 hours 16 min 34 sec
Validate stateValid
Credit2,154.97
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.06 MB
Peak swap size158.92 MB
Peak disk usage2.10 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
   9700/10000 (97.00%), error:       957.77155, best error:       957.77155 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 138.3118286133s, input_fired_time: 1.2726005316, output_fired_time: 1.1216847897, propagate_forward_time: 52.0696487427, propagate_backward_time: 81.0590209961, weight_update_time: 0.1461232305, other_time: 2.7888717651
epoch time: 11.3618812561s, input_fired_time: 0.2188961357, output_fired_time: 0.0000000000, propagate_forward_time: 10.6556959152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872894287
validation[          , genome  7143] predictions:    9670/  10000 (96.70%), best:    9700/10000 (97.00%), error:      1096.63684, best error:       957.77155 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 139.0084228516s, input_fired_time: 1.2959048748, output_fired_time: 1.1931375265, propagate_forward_time: 52.5206451416, propagate_backward_time: 81.2142333984, weight_update_time: 0.1499326229, other_time: 2.7845153809
epoch time: 10.8842039108s, input_fired_time: 0.1538050622, output_fired_time: 0.0000000000, propagate_forward_time: 10.2459020615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844970703
validation[          , genome  7143] predictions:    9695/  10000 (96.95%), best:    9700/10000 (97.00%), error:       984.83252, best error:       957.77155 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 139.2559661865s, input_fired_time: 1.3784135580, output_fired_time: 1.1356903315, propagate_forward_time: 52.6509704590, propagate_backward_time: 81.1929626465, weight_update_time: 0.1480950713, other_time: 2.8979187012
epoch time: 10.9823665619s, input_fired_time: 0.1592594534, output_fired_time: 0.0000000000, propagate_forward_time: 10.3263492584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967575073
validation[          , genome  7143] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       933.34576, best error:       933.34576 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 135.5901336670s, input_fired_time: 1.3234882355, output_fired_time: 1.1708222628, propagate_forward_time: 50.9066123962, propagate_backward_time: 79.2467269897, weight_update_time: 0.1467965543, other_time: 2.9424819946
epoch time: 13.4813528061s, input_fired_time: 0.1529120654, output_fired_time: 0.0000000000, propagate_forward_time: 12.8005657196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278749466
validation[          , genome  7143] predictions:    9722/  10000 (97.22%), best:    9707/10000 (97.07%), error:       965.20178, best error:       933.34576 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 142.0938720703s, input_fired_time: 1.3028051853, output_fired_time: 1.1591758728, propagate_forward_time: 53.8034515381, propagate_backward_time: 82.9809341431, weight_update_time: 0.1510185897, other_time: 2.8474960327
epoch time: 13.8334722519s, input_fired_time: 0.1670787930, output_fired_time: 0.0000000000, propagate_forward_time: 13.1490602493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173330307
validation[          , genome  7143] predictions:    9677/  10000 (96.77%), best:    9707/10000 (97.07%), error:      1014.29095, best error:       933.34576 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 139.8526306152s, input_fired_time: 1.3272815943, output_fired_time: 1.1228551865, propagate_forward_time: 52.8621330261, propagate_backward_time: 81.6991043091, weight_update_time: 0.1468774378, other_time: 2.8412551880
epoch time: 11.1660947800s, input_fired_time: 0.1654107273, output_fired_time: 0.0000000000, propagate_forward_time: 10.4897527695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109310150
validation[          , genome  7143] predictions:    9634/  10000 (96.34%), best:    9707/10000 (97.07%), error:      1127.35803, best error:       933.34576 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 141.5659790039s, input_fired_time: 1.5339211226, output_fired_time: 1.1918886900, propagate_forward_time: 53.4783897400, propagate_backward_time: 82.4694366455, weight_update_time: 0.1504655629, other_time: 2.8923339844
epoch time: 11.1759414673s, input_fired_time: 0.1659636497, output_fired_time: 0.0000000000, propagate_forward_time: 10.5016736984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083036423
validation[          , genome  7143] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       909.79761, best error:       909.79761 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 140.7424316406s, input_fired_time: 1.4415227175, output_fired_time: 1.1496851444, propagate_forward_time: 53.2319908142, propagate_backward_time: 82.0768585205, weight_update_time: 0.1974555999, other_time: 2.8423614502
epoch time: 17.3982391357s, input_fired_time: 0.1747246534, output_fired_time: 0.0000000000, propagate_forward_time: 16.3398113251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8837032318
validation[          , genome  7143] predictions:    9718/  10000 (97.18%), best:    9715/10000 (97.15%), error:       910.64484, best error:       909.79761 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 228.6045532227s, input_fired_time: 2.0203981400, output_fired_time: 1.8454049826, propagate_forward_time: 86.1251449585, propagate_backward_time: 133.3100891113, weight_update_time: 0.2147962898, other_time: 5.3035278320
epoch time: 18.0333824158s, input_fired_time: 0.2269269675, output_fired_time: 0.0000000000, propagate_forward_time: 16.4859180450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3205375671
validation[          , genome  7143] predictions:    9722/  10000 (97.22%), best:    9715/10000 (97.15%), error:       912.24103, best error:       909.79761 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 227.4729309082s, input_fired_time: 2.0074143410, output_fired_time: 2.2158062458, propagate_forward_time: 88.5858612061, propagate_backward_time: 130.5589141846, weight_update_time: 0.2145652175, other_time: 4.1049346924
epoch time: 18.1832332611s, input_fired_time: 0.1780481040, output_fired_time: 0.0000000000, propagate_forward_time: 17.4519615173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532245636
validation[          , genome  7143] predictions:    9662/  10000 (96.62%), best:    9715/10000 (97.15%), error:      1072.07251, best error:       909.79761 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 227.0709381104s, input_fired_time: 1.7392672300, output_fired_time: 1.9545608759, propagate_forward_time: 86.1847381592, propagate_backward_time: 132.3578948975, weight_update_time: 0.4178531766, other_time: 4.8344726563
epoch time: 17.5620613098s, input_fired_time: 0.1791658103, output_fired_time: 0.0000000000, propagate_forward_time: 16.5013980865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8814983368
validation[          , genome  7143] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       897.15100, best error:       897.15100 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 229.1396942139s, input_fired_time: 1.7018022537, output_fired_time: 2.7337121964, propagate_forward_time: 86.2498016357, propagate_backward_time: 135.1215515137, weight_update_time: 0.1988694072, other_time: 3.3328247070
epoch time: 17.8845329285s, input_fired_time: 0.1800172627, output_fired_time: 0.0000000000, propagate_forward_time: 16.9017658234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8027496338
validation[          , genome  7143] predictions:    9705/  10000 (97.05%), best:    9725/10000 (97.25%), error:       958.66357, best error:       897.15100 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 228.6560211182s, input_fired_time: 2.7067110538, output_fired_time: 1.3913322687, propagate_forward_time: 88.3301315308, propagate_backward_time: 131.1927337646, weight_update_time: 0.4507543445, other_time: 5.0351104736
epoch time: 17.5215530396s, input_fired_time: 0.4301944673, output_fired_time: 0.0000000000, propagate_forward_time: 16.4735832214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177749634
validation[          , genome  7143] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       866.04108, best error:       866.04108 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 309.0258178711s, input_fired_time: 2.8056507111, output_fired_time: 2.7167024612, propagate_forward_time: 117.9348449707, propagate_backward_time: 179.7256927490, weight_update_time: 0.5112303495, other_time: 5.8429107666
epoch time: 30.5189990997s, input_fired_time: 0.3205038309, output_fired_time: 0.0000000000, propagate_forward_time: 28.8155231476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3829727173
validation[          , genome  7143] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:       901.92957, best error:       866.04108 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 297.6721496582s, input_fired_time: 2.4764704704, output_fired_time: 2.0474750996, propagate_forward_time: 110.7489395142, propagate_backward_time: 175.3181152344, weight_update_time: 0.2458948046, other_time: 7.0811462402
epoch time: 23.5457057953s, input_fired_time: 0.1805763990, output_fired_time: 0.0000000000, propagate_forward_time: 22.6864948273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786346436
validation[          , genome  7143] predictions:    9662/  10000 (96.62%), best:    9721/10000 (97.21%), error:      1038.10779, best error:       866.04108 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 248.9643096924s, input_fired_time: 2.1650967598, output_fired_time: 1.9370497465, propagate_forward_time: 99.1959075928, propagate_backward_time: 140.8965911865, weight_update_time: 0.4181135893, other_time: 4.7696685791
epoch time: 19.9914817810s, input_fired_time: 0.4610781372, output_fired_time: 0.0000000000, propagate_forward_time: 18.8204212189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7099819183
validation[          , genome  7143] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:       946.62286, best error:       866.04108 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 244.1013183594s, input_fired_time: 2.7264218330, output_fired_time: 1.7193466425, propagate_forward_time: 87.2751235962, propagate_backward_time: 148.6912078857, weight_update_time: 0.2302512825, other_time: 3.6892242432
epoch time: 17.8579082489s, input_fired_time: 0.1800377369, output_fired_time: 0.0000000000, propagate_forward_time: 16.7798824310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8979873657
validation[          , genome  7143] predictions:    9583/  10000 (95.83%), best:    9721/10000 (97.21%), error:      1350.61133, best error:       866.04108 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 330.8579101563s, input_fired_time: 3.6803455353, output_fired_time: 2.7237365246, propagate_forward_time: 125.3771362305, propagate_backward_time: 192.7229614258, weight_update_time: 0.2459946424, other_time: 6.3537292480
epoch time: 27.8284320831s, input_fired_time: 0.2271342427, output_fired_time: 0.0000000000, propagate_forward_time: 26.2348384857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3664588928
validation[          , genome  7143] predictions:    9710/  10000 (97.10%), best:    9721/10000 (97.21%), error:       905.11200, best error:       866.04108 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 347.3393554688s, input_fired_time: 2.4982445240, output_fired_time: 3.3644719124, propagate_forward_time: 127.7314987183, propagate_backward_time: 207.9750061035, weight_update_time: 0.4172945917, other_time: 5.7701416016
epoch time: 28.0370159149s, input_fired_time: 0.5233557224, output_fired_time: 0.0000000000, propagate_forward_time: 26.4578342438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0558261871
validation[          , genome  7143] predictions:    9727/  10000 (97.27%), best:    9721/10000 (97.21%), error:       878.48383, best error:       866.04108 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 267.9787597656s, input_fired_time: 2.6490767002, output_fired_time: 1.8403716087, propagate_forward_time: 107.7891769409, propagate_backward_time: 150.6220550537, weight_update_time: 0.1597344577, other_time: 5.0780792236
epoch time: 11.8396244049s, input_fired_time: 0.1550666243, output_fired_time: 0.0000000000, propagate_forward_time: 11.1248035431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5597543716
validation[          , genome  7143] predictions:    9722/  10000 (97.22%), best:    9721/10000 (97.21%), error:       916.82068, best error:       866.04108 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 142.3336029053s, input_fired_time: 1.4475560188, output_fired_time: 1.2154551744, propagate_forward_time: 53.6109542847, propagate_backward_time: 82.9549942017, weight_update_time: 0.1502069831, other_time: 3.1046447754
epoch time: 14.7502002716s, input_fired_time: 0.1578253061, output_fired_time: 0.0000000000, propagate_forward_time: 13.9447145462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6476602554
validation[          , genome  7143] predictions:    9664/  10000 (96.64%), best:    9721/10000 (97.21%), error:      1077.94189, best error:       866.04108 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 139.0076141357s, input_fired_time: 1.3956388235, output_fired_time: 1.1461224556, propagate_forward_time: 52.3449249268, propagate_backward_time: 81.3410949707, weight_update_time: 0.1490263045, other_time: 2.7798309326
epoch time: 10.9043188095s, input_fired_time: 0.1601329446, output_fired_time: 0.0000000000, propagate_forward_time: 10.2562923431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878931046
validation[          , genome  7143] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:       970.74054, best error:       866.04108 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 141.3111114502s, input_fired_time: 1.3088713884, output_fired_time: 1.1469439268, propagate_forward_time: 53.3750534058, propagate_backward_time: 82.5647430420, weight_update_time: 0.1967962682, other_time: 2.9155044556
epoch time: 10.8520174026s, input_fired_time: 0.1626546681, output_fired_time: 0.0000000000, propagate_forward_time: 10.1894235611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999389648
validation[          , genome  7143] predictions:    9681/  10000 (96.81%), best:    9721/10000 (97.21%), error:      1017.86652, best error:       866.04108 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 138.6569976807s, input_fired_time: 1.2928667068, output_fired_time: 1.1307760477, propagate_forward_time: 52.3411598206, propagate_backward_time: 81.1336822510, weight_update_time: 0.1471462250, other_time: 2.7585144043
epoch time: 11.3342838287s, input_fired_time: 0.1649652570, output_fired_time: 0.0000000000, propagate_forward_time: 10.6689395905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003786087
validation[          , genome  7143] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       804.27466, best error:       804.27466 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 140.2822875977s, input_fired_time: 1.3044710159, output_fired_time: 1.2508809566, propagate_forward_time: 52.9985084534, propagate_backward_time: 81.8639984131, weight_update_time: 0.1489516050, other_time: 2.8644256592
epoch time: 10.9325399399s, input_fired_time: 0.1583526582, output_fired_time: 0.0000000000, propagate_forward_time: 10.1828374863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913496017
validation[          , genome  7143] predictions:    9732/  10000 (97.32%), best:    9756/10000 (97.56%), error:       885.58459, best error:       804.27466 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 135.7471771240s, input_fired_time: 1.3981143236, output_fired_time: 1.1149893999, propagate_forward_time: 51.2006607056, propagate_backward_time: 79.1905899048, weight_update_time: 0.1460628211, other_time: 2.8428192139
epoch time: 10.7947015762s, input_fired_time: 0.1578648090, output_fired_time: 0.0000000000, propagate_forward_time: 10.0590906143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777463913
validation[          , genome  7143] predictions:    9742/  10000 (97.42%), best:    9756/10000 (97.56%), error:       840.33551, best error:       804.27466 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 157.4298248291s, input_fired_time: 1.7789347172, output_fired_time: 1.2571170330, propagate_forward_time: 60.4227523804, propagate_backward_time: 90.9333648682, weight_update_time: 0.1501066238, other_time: 3.0376663208
epoch time: 20.3806667328s, input_fired_time: 0.4307238162, output_fired_time: 0.0000000000, propagate_forward_time: 18.5373573303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4125862122
validation[          , genome  7143] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       753.19763, best error:       753.19763 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 245.4705810547s, input_fired_time: 1.9354121685, output_fired_time: 2.5082778931, propagate_forward_time: 91.9494018555, propagate_backward_time: 144.5493469238, weight_update_time: 0.1675357968, other_time: 4.5281372070
epoch time: 17.6002349854s, input_fired_time: 0.4318415523, output_fired_time: 0.0000000000, propagate_forward_time: 16.3673915863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8010025024
validation[          , genome  7143] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       792.93048, best error:       753.19763 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 250.4021148682s, input_fired_time: 1.9142901897, output_fired_time: 1.6244766712, propagate_forward_time: 98.3818435669, propagate_backward_time: 142.8886260986, weight_update_time: 0.1677088737, other_time: 5.5928802490
epoch time: 20.7663288116s, input_fired_time: 0.3228279948, output_fired_time: 0.0000000000, propagate_forward_time: 19.2014160156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2420845032
validation[          , genome  7143] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       822.87073, best error:       753.19763 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 233.7901458740s, input_fired_time: 1.8610284328, output_fired_time: 1.9039379358, propagate_forward_time: 91.5494079590, propagate_backward_time: 133.3861846924, weight_update_time: 0.2615417838, other_time: 5.0895996094
epoch time: 17.3602695465s, input_fired_time: 0.1822809130, output_fired_time: 0.0000000000, propagate_forward_time: 16.6216144562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563735962
validation[          , genome  7143] predictions:    9752/  10000 (97.52%), best:    9770/10000 (97.70%), error:       838.01404, best error:       753.19763 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 242.3580627441s, input_fired_time: 2.2851159573, output_fired_time: 2.0442972183, propagate_forward_time: 94.8949356079, propagate_backward_time: 138.1029663086, weight_update_time: 0.2617558837, other_time: 5.0307617188
epoch time: 19.9357872009s, input_fired_time: 0.1813710183, output_fired_time: 0.0000000000, propagate_forward_time: 19.2027263641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516891479
validation[          , genome  7143] predictions:    9671/  10000 (96.71%), best:    9770/10000 (97.70%), error:      1018.96216, best error:       753.19763 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 264.5177307129s, input_fired_time: 2.3274784088, output_fired_time: 2.2147231102, propagate_forward_time: 101.9351348877, propagate_backward_time: 152.9458923340, weight_update_time: 0.2771859765, other_time: 5.0944976807
epoch time: 34.5793037415s, input_fired_time: 1.3698362112, output_fired_time: 0.0000000000, propagate_forward_time: 31.6376724243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5717964172
validation[          , genome  7143] predictions:    9721/  10000 (97.21%), best:    9770/10000 (97.70%), error:       912.80743, best error:       753.19763 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 520.0510864258s, input_fired_time: 4.4896731377, output_fired_time: 4.9672431946, propagate_forward_time: 198.4563140869, propagate_backward_time: 302.4707641602, weight_update_time: 0.6831204295, other_time: 9.6670532227
epoch time: 44.7830810547s, input_fired_time: 0.9315076470, output_fired_time: 0.0000000000, propagate_forward_time: 42.2212371826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6303367615
validation[          , genome  7143] predictions:    9732/  10000 (97.32%), best:    9770/10000 (97.70%), error:       860.14569, best error:       753.19763 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 157.6123504639s, input_fired_time: 1.4879970551, output_fired_time: 1.1986794472, propagate_forward_time: 60.1711845398, propagate_backward_time: 91.4434127808, weight_update_time: 0.1557008475, other_time: 3.3110733032
epoch time: 12.3901596069s, input_fired_time: 0.1691939235, output_fired_time: 0.0000000000, propagate_forward_time: 11.7070894241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5138759613
validation[          , genome  7143] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       821.69342, best error:       753.19763 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 149.2061767578s, input_fired_time: 1.3517130613, output_fired_time: 1.4073300362, propagate_forward_time: 56.6761245728, propagate_backward_time: 86.7465133667, weight_update_time: 0.1558882147, other_time: 3.0244903564
epoch time: 11.3301315308s, input_fired_time: 0.1694816798, output_fired_time: 0.0000000000, propagate_forward_time: 10.6459112167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147390366
validation[          , genome  7143] predictions:    9759/  10000 (97.59%), best:    9770/10000 (97.70%), error:       822.44849, best error:       753.19763 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 147.1784210205s, input_fired_time: 1.5832916498, output_fired_time: 1.3050318956, propagate_forward_time: 55.3663520813, propagate_backward_time: 86.0568084717, weight_update_time: 0.1555513293, other_time: 2.8669281006
epoch time: 11.1862401962s, input_fired_time: 0.1673845202, output_fired_time: 0.0000000000, propagate_forward_time: 10.5121517181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067043304
validation[          , genome  7143] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       831.06158, best error:       753.19763 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 146.5615386963s, input_fired_time: 1.3288406134, output_fired_time: 1.1694295406, propagate_forward_time: 55.3862342834, propagate_backward_time: 85.6010971069, weight_update_time: 0.1523784101, other_time: 3.0759353638
epoch time: 12.7717590332s, input_fired_time: 0.1727923155, output_fired_time: 0.0000000000, propagate_forward_time: 11.7617864609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8371801376
validation[          , genome  7143] predictions:    9622/  10000 (96.22%), best:    9770/10000 (97.70%), error:      1248.18665, best error:       753.19763 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 144.6182861328s, input_fired_time: 1.5005410910, output_fired_time: 1.2020809650, propagate_forward_time: 54.6214065552, propagate_backward_time: 84.4066467285, weight_update_time: 0.1567376107, other_time: 2.8876113892
epoch time: 12.1247529984s, input_fired_time: 0.1752187163, output_fired_time: 0.0000000000, propagate_forward_time: 11.4218883514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5276460648
validation[          , genome  7143] predictions:    9699/  10000 (96.99%), best:    9770/10000 (97.70%), error:      1001.53979, best error:       753.19763 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 143.0800170898s, input_fired_time: 1.3545010090, output_fired_time: 1.1805236340, propagate_forward_time: 53.9314041138, propagate_backward_time: 83.7686538696, weight_update_time: 0.1541243643, other_time: 2.8449249268
epoch time: 11.1753482819s, input_fired_time: 0.1610448807, output_fired_time: 0.0000000000, propagate_forward_time: 10.5198516846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944515228
validation[          , genome  7143] predictions:    9764/  10000 (97.64%), best:    9770/10000 (97.70%), error:       815.42554, best error:       753.19763 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 146.6558685303s, input_fired_time: 1.3423035145, output_fired_time: 1.1857924461, propagate_forward_time: 55.8396797180, propagate_backward_time: 85.2990264893, weight_update_time: 0.1550654471, other_time: 2.9890747070
epoch time: 11.8817195892s, input_fired_time: 0.1700720191, output_fired_time: 0.0000000000, propagate_forward_time: 11.1968698502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147781372
validation[          , genome  7143] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       883.81494, best error:       753.19763 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 145.4446716309s, input_fired_time: 1.3217146397, output_fired_time: 1.3464365005, propagate_forward_time: 54.9138069153, propagate_backward_time: 84.9157791138, weight_update_time: 0.1513078362, other_time: 2.9469375610
epoch time: 10.1091375351s, input_fired_time: 0.1574393362, output_fired_time: 0.0000000000, propagate_forward_time: 9.4751634598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765348434
validation[          , genome  7143] predictions:    9768/  10000 (97.68%), best:    9770/10000 (97.70%), error:       785.05267, best error:       753.19763 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 141.3892517090s, input_fired_time: 1.2992523909, output_fired_time: 1.2302720547, propagate_forward_time: 53.8347892761, propagate_backward_time: 82.0684661865, weight_update_time: 0.1939420849, other_time: 2.9564666748
epoch time: 12.8488254547s, input_fired_time: 0.1641128063, output_fired_time: 0.0000000000, propagate_forward_time: 12.0816326141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6030797958
validation[          , genome  7143] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       812.29633, best error:       753.19763 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 144.4106750488s, input_fired_time: 1.3115872145, output_fired_time: 1.1406710148, propagate_forward_time: 54.3854026794, propagate_backward_time: 84.6727981567, weight_update_time: 0.1491528302, other_time: 2.9002151489
epoch time: 11.8302021027s, input_fired_time: 0.1638414115, output_fired_time: 0.0000000000, propagate_forward_time: 10.9522037506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7141571045
validation[          , genome  7143] predictions:    9730/  10000 (97.30%), best:    9770/10000 (97.70%), error:       877.29187, best error:       753.19763 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 141.2130126953s, input_fired_time: 1.3257826567, output_fired_time: 1.2505991459, propagate_forward_time: 53.4234237671, propagate_backward_time: 82.4081878662, weight_update_time: 0.1512966007, other_time: 2.8050308228
epoch time: 12.8927469254s, input_fired_time: 0.2606733143, output_fired_time: 0.0000000000, propagate_forward_time: 12.1248760223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071973801
validation[          , genome  7143] predictions:    9719/  10000 (97.19%), best:    9770/10000 (97.70%), error:       917.27966, best error:       753.19763 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 140.6878509521s, input_fired_time: 1.2964133024, output_fired_time: 1.1244792938, propagate_forward_time: 53.1633110046, propagate_backward_time: 82.3552856445, weight_update_time: 0.1468871534, other_time: 2.7483520508
epoch time: 11.4011135101s, input_fired_time: 0.1647415459, output_fired_time: 0.0000000000, propagate_forward_time: 10.7352294922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011425018
validation[          , genome  7143] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       790.31219, best error:       753.19763 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 144.7973632813s, input_fired_time: 1.4364855289, output_fired_time: 1.1546444893, propagate_forward_time: 54.9459114075, propagate_backward_time: 84.1053466797, weight_update_time: 0.1511757076, other_time: 3.1549682617
epoch time: 11.8470687866s, input_fired_time: 0.2144031674, output_fired_time: 0.0000000000, propagate_forward_time: 11.1263141632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063514709
validation[          , genome  7143] predictions:    9750/  10000 (97.50%), best:    9770/10000 (97.70%), error:       816.56055, best error:       753.19763 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 143.8226165771s, input_fired_time: 1.3195151091, output_fired_time: 1.1478379965, propagate_forward_time: 54.8770103455, propagate_backward_time: 83.6839065552, weight_update_time: 0.1504957974, other_time: 2.7943344116
epoch time: 11.5498161316s, input_fired_time: 0.1582820117, output_fired_time: 0.0000000000, propagate_forward_time: 10.7064065933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6851272583
validation[          , genome  7143] predictions:    9711/  10000 (97.11%), best:    9770/10000 (97.70%), error:       988.13013, best error:       753.19763 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 140.8059692383s, input_fired_time: 1.3058015108, output_fired_time: 1.2593609095, propagate_forward_time: 52.9790687561, propagate_backward_time: 82.5092315674, weight_update_time: 0.1477821618, other_time: 2.7525177002
epoch time: 13.4594078064s, input_fired_time: 0.2598556876, output_fired_time: 0.0000000000, propagate_forward_time: 12.4927291870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7068233490
validation[          , genome  7143] predictions:    9628/  10000 (96.28%), best:    9770/10000 (97.70%), error:      1278.13538, best error:       753.19763 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 145.7027282715s, input_fired_time: 1.4440665245, output_fired_time: 1.1680845022, propagate_forward_time: 55.2694358826, propagate_backward_time: 84.7927017212, weight_update_time: 0.1518110931, other_time: 3.0284347534
epoch time: 10.9492521286s, input_fired_time: 0.1633837074, output_fired_time: 0.0000000000, propagate_forward_time: 10.2006959915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851726532
validation[          , genome  7143] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       823.15765, best error:       753.19763 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 136.9170684814s, input_fired_time: 1.3083109856, output_fired_time: 1.1330512762, propagate_forward_time: 51.7986259460, propagate_backward_time: 79.6932373047, weight_update_time: 0.1480586678, other_time: 2.9838409424
epoch time: 10.8080625534s, input_fired_time: 0.1599281579, output_fired_time: 0.0000000000, propagate_forward_time: 10.1648635864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4832706451
validation[          , genome  7143] predictions:    9713/  10000 (97.13%), best:    9770/10000 (97.70%), error:       888.66791, best error:       753.19763 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 144.6731414795s, input_fired_time: 1.2960411310, output_fired_time: 1.3201031685, propagate_forward_time: 53.9535865784, propagate_backward_time: 85.2441253662, weight_update_time: 0.1461678296, other_time: 2.8592987061
epoch time: 11.3364439011s, input_fired_time: 0.1611569375, output_fired_time: 0.0000000000, propagate_forward_time: 10.6903123856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849748611
validation[          , genome  7143] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       915.34753, best error:       753.19763 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 140.2875823975s, input_fired_time: 1.4075939655, output_fired_time: 1.1196198463, propagate_forward_time: 53.0157394409, propagate_backward_time: 81.9065170288, weight_update_time: 0.2527132034, other_time: 2.8381195068
epoch time: 10.5669050217s, input_fired_time: 0.1625399292, output_fired_time: 0.0000000000, propagate_forward_time: 9.9111728668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931926727
validation[          , genome  7143] predictions:    9704/  10000 (97.04%), best:    9770/10000 (97.70%), error:       945.68414, best error:       753.19763 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 186.5225219727s, input_fired_time: 1.3753538132, output_fired_time: 1.3149719238, propagate_forward_time: 71.3156433105, propagate_backward_time: 108.4011688232, weight_update_time: 0.4092741013, other_time: 4.1153869629
epoch time: 22.0431671143s, input_fired_time: 0.4339617789, output_fired_time: 0.0000000000, propagate_forward_time: 20.3580131531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2511920929
validation[          , genome  7143] predictions:    9705/  10000 (97.05%), best:    9770/10000 (97.70%), error:       985.60272, best error:       753.19763 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 227.5594635010s, input_fired_time: 1.8469004631, output_fired_time: 1.5519802570, propagate_forward_time: 86.3013458252, propagate_backward_time: 133.2753753662, weight_update_time: 0.4649747908, other_time: 4.5838623047
epoch time: 16.9878253937s, input_fired_time: 0.1840687990, output_fired_time: 0.0000000000, propagate_forward_time: 16.2500534058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537033081
validation[          , genome  7143] predictions:    9709/  10000 (97.09%), best:    9770/10000 (97.70%), error:       963.81927, best error:       753.19763 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 215.7189331055s, input_fired_time: 1.4332449436, output_fired_time: 1.3401131630, propagate_forward_time: 85.2518005371, propagate_backward_time: 123.5001220703, weight_update_time: 0.4174759686, other_time: 4.1936492920
epoch time: 18.5822238922s, input_fired_time: 0.1839080006, output_fired_time: 0.0000000000, propagate_forward_time: 17.8457660675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5525493622
validation[          , genome  7143] predictions:    9595/  10000 (95.95%), best:    9770/10000 (97.70%), error:      1231.05981, best error:       753.19763 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 216.4329223633s, input_fired_time: 1.6835535765, output_fired_time: 2.0505599976, propagate_forward_time: 83.8079071045, propagate_backward_time: 124.6363372803, weight_update_time: 0.1674840450, other_time: 4.2545776367
epoch time: 17.8262062073s, input_fired_time: 0.1998463422, output_fired_time: 0.0000000000, propagate_forward_time: 16.7749786377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8513813019
validation[          , genome  7143] predictions:    9725/  10000 (97.25%), best:    9770/10000 (97.70%), error:       856.94592, best error:       753.19763 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 211.9204406738s, input_fired_time: 1.6813117266, output_fired_time: 2.2201268673, propagate_forward_time: 80.1491241455, propagate_backward_time: 123.9200363159, weight_update_time: 0.1678055823, other_time: 3.9498519897
epoch time: 17.4512920380s, input_fired_time: 0.3238570988, output_fired_time: 0.0000000000, propagate_forward_time: 16.5745391846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528964996
validation[          , genome  7143] predictions:    9703/  10000 (97.03%), best:    9770/10000 (97.70%), error:       962.69604, best error:       753.19763 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 213.8659362793s, input_fired_time: 1.7125486135, output_fired_time: 1.3082178831, propagate_forward_time: 82.3105316162, propagate_backward_time: 125.1379470825, weight_update_time: 0.1674271822, other_time: 3.3966903687
epoch time: 17.2250785828s, input_fired_time: 0.1858034432, output_fired_time: 0.0000000000, propagate_forward_time: 15.9858579636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0534162521
validation[          , genome  7143] predictions:    9720/  10000 (97.20%), best:    9770/10000 (97.70%), error:       907.33936, best error:       753.19763 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 210.2184906006s, input_fired_time: 1.4342408180, output_fired_time: 1.3202499151, propagate_forward_time: 81.7139892578, propagate_backward_time: 120.8727569580, weight_update_time: 0.1687456816, other_time: 4.8772583008
epoch time: 17.0742282867s, input_fired_time: 0.1842981577, output_fired_time: 0.0000000000, propagate_forward_time: 16.3360118866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539188385
validation[          , genome  7143] predictions:    9753/  10000 (97.53%), best:    9770/10000 (97.70%), error:       783.60358, best error:       753.19763 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 210.7610778809s, input_fired_time: 1.9341423512, output_fired_time: 2.3712847233, propagate_forward_time: 79.3673171997, propagate_backward_time: 122.7401962280, weight_update_time: 0.1677472442, other_time: 4.3481292725
epoch time: 16.8577213287s, input_fired_time: 0.4338193536, output_fired_time: 0.0000000000, propagate_forward_time: 15.8547544479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691480637
validation[          , genome  7143] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       753.00281, best error:       753.00281 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 153.1459960938s, input_fired_time: 1.3494156599, output_fired_time: 1.1992720366, propagate_forward_time: 58.1813888550, propagate_backward_time: 89.4196548462, weight_update_time: 0.2045913041, other_time: 2.9962768555
epoch time: 11.0528621674s, input_fired_time: 0.1674920768, output_fired_time: 0.0000000000, propagate_forward_time: 10.3831768036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021934509
validation[          , genome  7143] predictions:    9702/  10000 (97.02%), best:    9772/10000 (97.72%), error:       918.86151, best error:       753.00281 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 135.5821533203s, input_fired_time: 1.3199956417, output_fired_time: 1.1404160261, propagate_forward_time: 51.1455879211, propagate_backward_time: 79.1970672607, weight_update_time: 0.1493668407, other_time: 2.7790985107
epoch time: 11.7655172348s, input_fired_time: 0.2090184093, output_fired_time: 0.0000000000, propagate_forward_time: 10.9741020203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823965073
validation[          , genome  7143] predictions:    9720/  10000 (97.20%), best:    9772/10000 (97.72%), error:       914.27429, best error:       753.00281 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 139.2267456055s, input_fired_time: 1.3265466690, output_fired_time: 1.1503381729, propagate_forward_time: 52.5830421448, propagate_backward_time: 81.2708587646, weight_update_time: 0.1974551231, other_time: 2.8959503174
epoch time: 11.0896673203s, input_fired_time: 0.1712686270, output_fired_time: 0.0000000000, propagate_forward_time: 10.4124975204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059013367
validation[          , genome  7143] predictions:    9723/  10000 (97.23%), best:    9772/10000 (97.72%), error:       866.54376, best error:       753.00281 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 145.9677886963s, input_fired_time: 1.4103436470, output_fired_time: 1.1941663027, propagate_forward_time: 55.4434585571, propagate_backward_time: 85.0200653076, weight_update_time: 0.1532166004, other_time: 2.8997573853
epoch time: 10.3136358261s, input_fired_time: 0.1600259393, output_fired_time: 0.0000000000, propagate_forward_time: 9.6729955673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806146622
validation[          , genome  7143] predictions:    9724/  10000 (97.24%), best:    9772/10000 (97.72%), error:       877.53375, best error:       753.00281 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 144.9256896973s, input_fired_time: 1.3647319078, output_fired_time: 1.2044299841, propagate_forward_time: 54.9829902649, propagate_backward_time: 84.4818420410, weight_update_time: 0.1563254446, other_time: 2.8916931152
epoch time: 11.0485115051s, input_fired_time: 0.1693669558, output_fired_time: 0.0000000000, propagate_forward_time: 10.3727216721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064229965
validation[          , genome  7143] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       737.79999, best error:       737.79999 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 142.4616699219s, input_fired_time: 1.3859906197, output_fired_time: 1.2175340652, propagate_forward_time: 53.7910614014, propagate_backward_time: 83.1790390015, weight_update_time: 0.1547219306, other_time: 2.8880538940
epoch time: 10.6228685379s, input_fired_time: 0.1637446284, output_fired_time: 0.0000000000, propagate_forward_time: 9.9706058502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4885177612
validation[          , genome  7143] predictions:    9706/  10000 (97.06%), best:    9771/10000 (97.71%), error:      1007.74884, best error:       737.79999 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 140.4231872559s, input_fired_time: 1.3298532963, output_fired_time: 1.1681603193, propagate_forward_time: 53.1911506653, propagate_backward_time: 81.9437332153, weight_update_time: 0.1501092315, other_time: 2.7902908325
epoch time: 13.0150136948s, input_fired_time: 0.1814156175, output_fired_time: 0.0000000000, propagate_forward_time: 12.1465368271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6870613098
validation[          , genome  7143] predictions:    9722/  10000 (97.22%), best:    9771/10000 (97.71%), error:       933.60754, best error:       737.79999 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 144.2281036377s, input_fired_time: 1.3967463970, output_fired_time: 1.2355116606, propagate_forward_time: 54.5960884094, propagate_backward_time: 84.0539398193, weight_update_time: 0.1564181447, other_time: 2.9458312988
epoch time: 11.6705465317s, input_fired_time: 0.1686619669, output_fired_time: 0.0000000000, propagate_forward_time: 10.9959478378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059366226
validation[          , genome  7143] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       886.02405, best error:       737.79999 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 139.8598785400s, input_fired_time: 1.3958307505, output_fired_time: 1.2279028893, propagate_forward_time: 52.7624588013, propagate_backward_time: 81.5648880005, weight_update_time: 0.1503222436, other_time: 2.9087982178
epoch time: 10.3800163269s, input_fired_time: 0.1632781774, output_fired_time: 0.0000000000, propagate_forward_time: 9.7323532104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843845367
validation[          , genome  7143] predictions:    9756/  10000 (97.56%), best:    9771/10000 (97.71%), error:       809.31873, best error:       737.79999 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 138.3445739746s, input_fired_time: 1.3339004517, output_fired_time: 1.1510007381, propagate_forward_time: 52.2411842346, propagate_backward_time: 80.8098220825, weight_update_time: 0.1504896134, other_time: 2.8086776733
epoch time: 11.1329889297s, input_fired_time: 0.2301576138, output_fired_time: 0.0000000000, propagate_forward_time: 10.4012212753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016098022
validation[          , genome  7143] predictions:    9719/  10000 (97.19%), best:    9771/10000 (97.71%), error:       874.23315, best error:       737.79999 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 143.2746734619s, input_fired_time: 1.4125682116, output_fired_time: 1.1837488413, propagate_forward_time: 53.9737663269, propagate_backward_time: 83.8360214233, weight_update_time: 0.1508803219, other_time: 2.8685684204
epoch time: 10.5841789246s, input_fired_time: 0.1637738794, output_fired_time: 0.0000000000, propagate_forward_time: 9.9282112122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921941757
validation[          , genome  7143] predictions:    9763/  10000 (97.63%), best:    9771/10000 (97.71%), error:       835.51416, best error:       737.79999 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 139.0017395020s, input_fired_time: 1.3535519838, output_fired_time: 1.1585724354, propagate_forward_time: 52.5124816895, propagate_backward_time: 81.1584701538, weight_update_time: 0.1507282257, other_time: 2.8186721802
epoch time: 10.1528034210s, input_fired_time: 0.1600960642, output_fired_time: 0.0000000000, propagate_forward_time: 9.5176563263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750509262
validation[          , genome  7143] predictions:    9746/  10000 (97.46%), best:    9771/10000 (97.71%), error:       853.29382, best error:       737.79999 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 142.6501312256s, input_fired_time: 1.3506619930, output_fired_time: 1.1782300472, propagate_forward_time: 54.3312454224, propagate_backward_time: 82.9098510742, weight_update_time: 0.1527833641, other_time: 2.8801498413
epoch time: 10.4671039581s, input_fired_time: 0.1637092829, output_fired_time: 0.0000000000, propagate_forward_time: 9.8157663345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876279831
validation[          , genome  7143] predictions:    9743/  10000 (97.43%), best:    9771/10000 (97.71%), error:       840.82269, best error:       737.79999 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 144.7353668213s, input_fired_time: 1.3489850760, output_fired_time: 1.1686769724, propagate_forward_time: 54.8211364746, propagate_backward_time: 84.3575363159, weight_update_time: 0.1527163535, other_time: 3.0390396118
epoch time: 11.2599306107s, input_fired_time: 0.1714892536, output_fired_time: 0.0000000000, propagate_forward_time: 10.5832176208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052232742
validation[          , genome  7143] predictions:    9727/  10000 (97.27%), best:    9771/10000 (97.71%), error:       861.78186, best error:       737.79999 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 138.0988616943s, input_fired_time: 1.3182452917, output_fired_time: 1.1737462282, propagate_forward_time: 52.0364761353, propagate_backward_time: 80.5508575439, weight_update_time: 0.1476751715, other_time: 3.0195236206
epoch time: 11.3827409744s, input_fired_time: 0.1647179425, output_fired_time: 0.0000000000, propagate_forward_time: 10.6815166473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365066528
validation[          , genome  7143] predictions:    9731/  10000 (97.31%), best:    9771/10000 (97.71%), error:       882.67017, best error:       737.79999 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 133.2142944336s, input_fired_time: 1.2977365255, output_fired_time: 1.1472126245, propagate_forward_time: 50.2022438049, propagate_backward_time: 77.8639450073, weight_update_time: 0.1444485039, other_time: 2.7031631470
epoch time: 11.5284528732s, input_fired_time: 0.2143954337, output_fired_time: 0.0000000000, propagate_forward_time: 10.8177089691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963483810
validation[          , genome  7143] predictions:    9712/  10000 (97.12%), best:    9771/10000 (97.71%), error:       932.33215, best error:       737.79999 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 131.1651458740s, input_fired_time: 1.3013827801, output_fired_time: 1.1151857376, propagate_forward_time: 49.3527603149, propagate_backward_time: 76.6890029907, weight_update_time: 0.1453809142, other_time: 2.7068176270
epoch time: 11.7561244965s, input_fired_time: 0.1565765142, output_fired_time: 0.0000000000, propagate_forward_time: 10.9899663925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6095819473
validation[          , genome  7143] predictions:    9751/  10000 (97.51%), best:    9771/10000 (97.71%), error:       840.92554, best error:       737.79999 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 132.6240692139s, input_fired_time: 1.4428973198, output_fired_time: 1.1377615929, propagate_forward_time: 49.8157463074, propagate_backward_time: 77.4428710938, weight_update_time: 0.1425320804, other_time: 2.7847900391
epoch time: 10.4333801270s, input_fired_time: 0.1610223055, output_fired_time: 0.0000000000, propagate_forward_time: 9.7865552902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858026505
validation[          , genome  7143] predictions:    9758/  10000 (97.58%), best:    9771/10000 (97.71%), error:       793.79559, best error:       737.79999 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 139.8580322266s, input_fired_time: 1.3733652830, output_fired_time: 1.3083473444, propagate_forward_time: 52.7000274658, propagate_backward_time: 81.6858215332, weight_update_time: 0.1434285939, other_time: 2.7904663086
epoch time: 10.1182689667s, input_fired_time: 0.1613730341, output_fired_time: 0.0000000000, propagate_forward_time: 9.4808273315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760684967
validation[          , genome  7143] predictions:    9738/  10000 (97.38%), best:    9771/10000 (97.71%), error:       832.79987, best error:       737.79999 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 137.2923889160s, input_fired_time: 1.3855751753, output_fired_time: 1.1698517799, propagate_forward_time: 51.5676155090, propagate_backward_time: 80.3345260620, weight_update_time: 0.1428802907, other_time: 2.8348312378
epoch time: 12.6894750595s, input_fired_time: 0.1589809060, output_fired_time: 0.0000000000, propagate_forward_time: 11.9222974777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6081962585
validation[          , genome  7143] predictions:    9761/  10000 (97.61%), best:    9771/10000 (97.71%), error:       779.89557, best error:       737.79999 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 130.0912017822s, input_fired_time: 1.2977470160, output_fired_time: 1.1301330328, propagate_forward_time: 48.8984031677, propagate_backward_time: 76.0613403320, weight_update_time: 0.1436584890, other_time: 2.7035827637
epoch time: 11.3542900085s, input_fired_time: 0.1988841891, output_fired_time: 0.0000000000, propagate_forward_time: 10.6638174057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915885925
validation[          , genome  7143] predictions:    9732/  10000 (97.32%), best:    9771/10000 (97.71%), error:       861.52655, best error:       737.79999 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 132.3351135254s, input_fired_time: 1.3732737303, output_fired_time: 1.0944023132, propagate_forward_time: 49.7115325928, propagate_backward_time: 77.4200439453, weight_update_time: 0.1433138698, other_time: 2.7358551025
epoch time: 10.2953357697s, input_fired_time: 0.1627641916, output_fired_time: 0.0000000000, propagate_forward_time: 9.6503572464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822139740
validation[          , genome  7143] predictions:    9721/  10000 (97.21%), best:    9771/10000 (97.71%), error:       886.18164, best error:       737.79999 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 137.4605255127s, input_fired_time: 1.3581238985, output_fired_time: 1.1750142574, propagate_forward_time: 51.7660865784, propagate_backward_time: 80.3356704712, weight_update_time: 0.1436733603, other_time: 2.8256301880
epoch time: 10.1404790878s, input_fired_time: 0.1615794003, output_fired_time: 0.0000000000, propagate_forward_time: 9.5058956146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730043411
validation[          , genome  7143] predictions:    9712/  10000 (97.12%), best:    9771/10000 (97.71%), error:       931.33838, best error:       737.79999 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 139.1634063721s, input_fired_time: 1.5006400347, output_fired_time: 1.1742432117, propagate_forward_time: 52.5427207947, propagate_backward_time: 81.1658096313, weight_update_time: 0.1429283470, other_time: 2.7799911499
epoch time: 10.6497888565s, input_fired_time: 0.1603623182, output_fired_time: 0.0000000000, propagate_forward_time: 9.9811582565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082683563
validation[          , genome  7143] predictions:    9746/  10000 (97.46%), best:    9771/10000 (97.71%), error:       862.04370, best error:       737.79999 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 135.4076538086s, input_fired_time: 1.3427234888, output_fired_time: 1.0926097631, propagate_forward_time: 50.8290596008, propagate_backward_time: 79.3203659058, weight_update_time: 0.1427927166, other_time: 2.8228988647
epoch time: 11.2998228073s, input_fired_time: 0.1635465026, output_fired_time: 0.0000000000, propagate_forward_time: 10.6388740540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974021912
validation[          , genome  7143] predictions:    9752/  10000 (97.52%), best:    9771/10000 (97.71%), error:       838.26111, best error:       737.79999 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 135.2212677002s, input_fired_time: 1.3412923813, output_fired_time: 1.1632850170, propagate_forward_time: 50.8052062988, propagate_backward_time: 79.1903381348, weight_update_time: 0.1423430741, other_time: 2.7211456299
epoch time: 10.9031391144s, input_fired_time: 0.2720838785, output_fired_time: 0.0000000000, propagate_forward_time: 10.1511268616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799280167
validation[          , genome  7143] predictions:    9726/  10000 (97.26%), best:    9771/10000 (97.71%), error:       921.83350, best error:       737.79999 on epoch:    79, 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: 53.0700721741s, input_fired_time: 0.8029410839, output_fired_time: 0.0000000000, propagate_forward_time: 49.7122612000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5548706055
best training[          , genome  7143] predictions:   49659/  50000 (99.32%), best:    9771/10000 (97.71%), error:      1417.42773, best error:       737.79999 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 10.5867633820s, input_fired_time: 0.2068192661, output_fired_time: 0.0000000000, propagate_forward_time: 9.9001846313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797592163
   testing[          , genome  7143] predictions:    9782/  10000 (97.82%), best:    9771/10000 (97.71%), error:       714.49323, best error:       737.79999 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:50:04 (10644): called boinc_finish(0)

</stderr_txt>
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