Nameexact_genome_1512568488_42_6004_0
Workunit2601241
Created7 Dec 2017, 17:26:18 UTC
Sent7 Dec 2017, 17:33:11 UTC
Report deadline12 Dec 2017, 13:54:58 UTC
Received8 Dec 2017, 13:11:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time2 hours 33 min 54 sec
CPU time2 hours 33 min 42 sec
Validate stateValid
Credit1,212.12
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.73 MB
Peak swap size153.27 MB
Peak disk usage1.23 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 83.6012191772s, input_fired_time: 0.9722215533, output_fired_time: 0.7086133361, propagate_forward_time: 34.4927635193, propagate_backward_time: 44.8566398621, weight_update_time: 0.1219996363, other_time: 2.5709838867
epoch time: 7.5709486008s, input_fired_time: 0.1157981232, output_fired_time: 0.0000000000, propagate_forward_time: 6.9948282242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603223801
validation[          , genome  6004] predictions:    9643/  10000 (96.43%), best:    9664/10000 (96.64%), error:      1212.38501, best error:      1118.96753 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 84.7384948730s, input_fired_time: 0.9817531109, output_fired_time: 0.7170296311, propagate_forward_time: 34.9634132385, propagate_backward_time: 45.4982604980, weight_update_time: 0.1233262047, other_time: 2.5780372620
epoch time: 7.5977420807s, input_fired_time: 0.1150628030, output_fired_time: 0.0000000000, propagate_forward_time: 7.0257329941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569463730
validation[          , genome  6004] predictions:    9643/  10000 (96.43%), best:    9664/10000 (96.64%), error:      1126.60583, best error:      1118.96753 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 84.7558746338s, input_fired_time: 0.9849054217, output_fired_time: 0.7158458829, propagate_forward_time: 34.9686126709, propagate_backward_time: 45.4958610535, weight_update_time: 0.1231340989, other_time: 2.5906486511
epoch time: 7.5706429482s, input_fired_time: 0.1184675246, output_fired_time: 0.0000000000, propagate_forward_time: 6.9928011894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593744278
validation[          , genome  6004] predictions:    9635/  10000 (96.35%), best:    9664/10000 (96.64%), error:      1177.84521, best error:      1118.96753 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 84.4250488281s, input_fired_time: 0.9793357253, output_fired_time: 0.7048762441, propagate_forward_time: 34.9157257080, propagate_backward_time: 45.2550048828, weight_update_time: 0.1235599667, other_time: 2.5701065063
epoch time: 7.5610680580s, input_fired_time: 0.1139527261, output_fired_time: 0.0000000000, propagate_forward_time: 6.9896779060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574375153
validation[          , genome  6004] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1062.85059, best error:      1062.85059 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 81.3392028809s, input_fired_time: 0.9755856991, output_fired_time: 0.6903760433, propagate_forward_time: 33.5854568481, propagate_backward_time: 43.5513648987, weight_update_time: 0.1206758916, other_time: 2.5364189148
epoch time: 6.3177146912s, input_fired_time: 0.1029834822, output_fired_time: 0.0000000000, propagate_forward_time: 5.7948498726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198813438
validation[          , genome  6004] predictions:    9659/  10000 (96.59%), best:    9673/10000 (96.73%), error:      1139.54285, best error:      1062.85059 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 81.6262969971s, input_fired_time: 0.9633651972, output_fired_time: 0.6885759234, propagate_forward_time: 33.6629486084, propagate_backward_time: 43.7729072571, weight_update_time: 0.1189876422, other_time: 2.5385017395
epoch time: 7.5604748726s, input_fired_time: 0.1151818708, output_fired_time: 0.0000000000, propagate_forward_time: 6.9860992432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591937065
validation[          , genome  6004] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1048.15869, best error:      1048.15869 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 84.3266983032s, input_fired_time: 0.9797775149, output_fired_time: 0.7032442689, propagate_forward_time: 34.8581237793, propagate_backward_time: 45.1744766235, weight_update_time: 0.1231312826, other_time: 2.6110763550
epoch time: 7.5501084328s, input_fired_time: 0.1164211929, output_fired_time: 0.0000000000, propagate_forward_time: 6.9720745087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616127014
validation[          , genome  6004] predictions:    9635/  10000 (96.35%), best:    9683/10000 (96.83%), error:      1207.46704, best error:      1048.15869 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 84.1507415771s, input_fired_time: 0.9803214669, output_fired_time: 0.7059791684, propagate_forward_time: 34.7413558960, propagate_backward_time: 45.1264266968, weight_update_time: 0.1219319403, other_time: 2.5966567993
epoch time: 7.5644254684s, input_fired_time: 0.1196148396, output_fired_time: 0.0000000000, propagate_forward_time: 6.9851951599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596157074
validation[          , genome  6004] predictions:    9667/  10000 (96.67%), best:    9683/10000 (96.83%), error:      1134.57068, best error:      1048.15869 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 84.1791687012s, input_fired_time: 0.9854358435, output_fired_time: 0.7089903355, propagate_forward_time: 34.7558631897, propagate_backward_time: 45.1436500549, weight_update_time: 0.1228969097, other_time: 2.5852279663
epoch time: 7.5770702362s, input_fired_time: 0.1167176962, output_fired_time: 0.0000000000, propagate_forward_time: 6.9990801811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4612722397
validation[          , genome  6004] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1047.69299, best error:      1047.69299 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 84.7837905884s, input_fired_time: 0.9900072217, output_fired_time: 0.7140741348, propagate_forward_time: 34.9823951721, propagate_backward_time: 45.4967346191, weight_update_time: 0.1248871684, other_time: 2.6005821228
epoch time: 7.5786619186s, input_fired_time: 0.1200986505, output_fired_time: 0.0000000000, propagate_forward_time: 7.0013589859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572043419
validation[          , genome  6004] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1034.16772, best error:      1034.16772 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 84.6507873535s, input_fired_time: 0.9920106530, output_fired_time: 0.7082845569, propagate_forward_time: 34.9811058044, propagate_backward_time: 45.4120559692, weight_update_time: 0.1236971468, other_time: 2.5573310852
epoch time: 7.5610446930s, input_fired_time: 0.1144760847, output_fired_time: 0.0000000000, propagate_forward_time: 6.9928016663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537668228
validation[          , genome  6004] predictions:    9698/  10000 (96.98%), best:    9683/10000 (96.83%), error:      1075.46155, best error:      1034.16772 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 83.9679565430s, input_fired_time: 0.9805180430, output_fired_time: 0.7036908269, propagate_forward_time: 34.5705223083, propagate_backward_time: 45.1594390869, weight_update_time: 0.1232637092, other_time: 2.5537910461
epoch time: 7.5037899017s, input_fired_time: 0.1197791919, output_fired_time: 0.0000000000, propagate_forward_time: 6.9236960411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603147507
validation[          , genome  6004] predictions:    9621/  10000 (96.21%), best:    9683/10000 (96.83%), error:      1321.58179, best error:      1034.16772 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 82.8062210083s, input_fired_time: 0.9828843474, output_fired_time: 0.7045187950, propagate_forward_time: 34.0650749207, propagate_backward_time: 44.4761009216, weight_update_time: 0.1216453314, other_time: 2.5776367188
epoch time: 7.5692887306s, input_fired_time: 0.1151961684, output_fired_time: 0.0000000000, propagate_forward_time: 6.9914674759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4626250267
validation[          , genome  6004] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:      1016.67889, best error:      1016.67889 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 84.1918563843s, input_fired_time: 0.9890443087, output_fired_time: 0.7120557427, propagate_forward_time: 34.6962242126, propagate_backward_time: 45.2097206116, weight_update_time: 0.1230579913, other_time: 2.5848083496
epoch time: 7.5033178329s, input_fired_time: 0.1156612933, output_fired_time: 0.0000000000, propagate_forward_time: 6.9264922142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611644745
validation[          , genome  6004] predictions:    9591/  10000 (95.91%), best:    9711/10000 (97.11%), error:      1316.13623, best error:      1016.67889 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 84.1400222778s, input_fired_time: 0.9942008257, output_fired_time: 0.7111627460, propagate_forward_time: 34.6470527649, propagate_backward_time: 45.2069511414, weight_update_time: 0.1226397082, other_time: 2.5806503296
epoch time: 7.4469332695s, input_fired_time: 0.1190708950, output_fired_time: 0.0000000000, propagate_forward_time: 6.8695807457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582815170
validation[          , genome  6004] predictions:    9668/  10000 (96.68%), best:    9711/10000 (97.11%), error:      1156.72229, best error:      1016.67889 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 84.6345138550s, input_fired_time: 0.9910478592, output_fired_time: 0.7134689093, propagate_forward_time: 34.9104728699, propagate_backward_time: 45.4495811462, weight_update_time: 0.1234739348, other_time: 2.5699386597
epoch time: 7.5285191536s, input_fired_time: 0.1195982769, output_fired_time: 0.0000000000, propagate_forward_time: 6.9570527077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518680573
validation[          , genome  6004] predictions:    9621/  10000 (96.21%), best:    9711/10000 (97.11%), error:      1253.86316, best error:      1016.67889 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 84.2337951660s, input_fired_time: 0.9875783324, output_fired_time: 0.7062053084, propagate_forward_time: 34.7867660522, propagate_backward_time: 45.2049255371, weight_update_time: 0.1238692179, other_time: 2.5483169556
epoch time: 7.5705480576s, input_fired_time: 0.1155029833, output_fired_time: 0.0000000000, propagate_forward_time: 6.9944419861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606032372
validation[          , genome  6004] predictions:    9694/  10000 (96.94%), best:    9694/10000 (96.94%), error:       992.87042, best error:       992.87042 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 83.7861862183s, input_fired_time: 0.9899842143, output_fired_time: 0.7061361074, propagate_forward_time: 34.5608482361, propagate_backward_time: 44.9964370728, weight_update_time: 0.1214619279, other_time: 2.5327796936
epoch time: 7.5836858749s, input_fired_time: 0.1216916665, output_fired_time: 0.0000000000, propagate_forward_time: 7.0035071373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584870338
validation[          , genome  6004] predictions:    9645/  10000 (96.45%), best:    9694/10000 (96.94%), error:      1213.39221, best error:       992.87042 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 84.8320693970s, input_fired_time: 0.9992277026, output_fired_time: 0.7135394812, propagate_forward_time: 35.0065155029, propagate_backward_time: 45.5539817810, weight_update_time: 0.1232574433, other_time: 2.5588035583
epoch time: 7.5674476624s, input_fired_time: 0.1164066866, output_fired_time: 0.0000000000, propagate_forward_time: 7.0005431175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504976273
validation[          , genome  6004] predictions:    9650/  10000 (96.50%), best:    9694/10000 (96.94%), error:      1136.37354, best error:       992.87042 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 83.2078628540s, input_fired_time: 0.9849815965, output_fired_time: 0.6987822652, propagate_forward_time: 34.4601440430, propagate_backward_time: 44.5252532959, weight_update_time: 0.1215921193, other_time: 2.5386962891
epoch time: 7.3997993469s, input_fired_time: 0.1200243011, output_fired_time: 0.0000000000, propagate_forward_time: 6.8290147781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507603645
validation[          , genome  6004] predictions:    9638/  10000 (96.38%), best:    9694/10000 (96.94%), error:      1165.63416, best error:       992.87042 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 82.8723220825s, input_fired_time: 0.9850556254, output_fired_time: 0.7003977895, propagate_forward_time: 34.1970024109, propagate_backward_time: 44.4531288147, weight_update_time: 0.1213841811, other_time: 2.5367355347
epoch time: 7.5497193336s, input_fired_time: 0.1210969165, output_fired_time: 0.0000000000, propagate_forward_time: 6.9741826057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544396400
validation[          , genome  6004] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       938.07733, best error:       938.07733 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 76.0146102905s, input_fired_time: 0.9353758097, output_fired_time: 0.6448965073, propagate_forward_time: 31.2408523560, propagate_backward_time: 40.7337760925, weight_update_time: 0.1126345098, other_time: 2.4597053528
epoch time: 6.8728156090s, input_fired_time: 0.1116185933, output_fired_time: 0.0000000000, propagate_forward_time: 6.3179631233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432339668
validation[          , genome  6004] predictions:    9654/  10000 (96.54%), best:    9725/10000 (97.25%), error:      1059.83093, best error:       938.07733 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 80.4290161133s, input_fired_time: 0.9672341943, output_fired_time: 0.6875035763, propagate_forward_time: 33.0905380249, propagate_backward_time: 43.1771202087, weight_update_time: 0.1181198657, other_time: 2.5066261292
epoch time: 7.1805706024s, input_fired_time: 0.1148897111, output_fired_time: 0.0000000000, propagate_forward_time: 6.6204366684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452443123
validation[          , genome  6004] predictions:    9689/  10000 (96.89%), best:    9725/10000 (97.25%), error:      1075.04309, best error:       938.07733 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 81.8858184814s, input_fired_time: 0.9877018332, output_fired_time: 0.6958339214, propagate_forward_time: 33.7979240417, propagate_backward_time: 43.8760147095, weight_update_time: 0.1185294092, other_time: 2.5283470154
epoch time: 6.9793224335s, input_fired_time: 0.1105065197, output_fired_time: 0.0000000000, propagate_forward_time: 6.4323344231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364814758
validation[          , genome  6004] predictions:    9692/  10000 (96.92%), best:    9725/10000 (97.25%), error:      1043.96252, best error:       938.07733 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 77.6652832031s, input_fired_time: 0.9520923495, output_fired_time: 0.6660932899, propagate_forward_time: 31.9198741913, propagate_backward_time: 41.6130447388, weight_update_time: 0.1150724366, other_time: 2.5141754150
epoch time: 7.3228440285s, input_fired_time: 0.1127244905, output_fired_time: 0.0000000000, propagate_forward_time: 6.7690148354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411048889
validation[          , genome  6004] predictions:    9679/  10000 (96.79%), best:    9725/10000 (97.25%), error:      1051.74158, best error:       938.07733 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 83.2526779175s, input_fired_time: 0.9796667695, output_fired_time: 0.6986464858, propagate_forward_time: 34.4021720886, propagate_backward_time: 44.6377105713, weight_update_time: 0.1216438636, other_time: 2.5344810486
epoch time: 7.4181084633s, input_fired_time: 0.1204522848, output_fired_time: 0.0000000000, propagate_forward_time: 6.8429088593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547472000
validation[          , genome  6004] predictions:    9695/  10000 (96.95%), best:    9725/10000 (97.25%), error:      1029.35144, best error:       938.07733 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 84.4101715088s, input_fired_time: 0.9912378788, output_fired_time: 0.7066306472, propagate_forward_time: 34.8729019165, propagate_backward_time: 45.2963256836, weight_update_time: 0.1211488023, other_time: 2.5430755615
epoch time: 7.5023975372s, input_fired_time: 0.1175024435, output_fired_time: 0.0000000000, propagate_forward_time: 6.9301395416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547557831
validation[          , genome  6004] predictions:    9652/  10000 (96.52%), best:    9725/10000 (97.25%), error:      1159.68848, best error:       938.07733 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 84.5508193970s, input_fired_time: 0.9921883345, output_fired_time: 0.7043086290, propagate_forward_time: 34.9669494629, propagate_backward_time: 45.3311538696, weight_update_time: 0.1218970194, other_time: 2.5562210083
epoch time: 7.5608301163s, input_fired_time: 0.1163546145, output_fired_time: 0.0000000000, propagate_forward_time: 6.9917893410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526863098
validation[          , genome  6004] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       932.96063, best error:       932.96063 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 84.0735626221s, input_fired_time: 0.9975336790, output_fired_time: 0.7067410946, propagate_forward_time: 34.7516784668, propagate_backward_time: 45.0828819275, weight_update_time: 0.1216245964, other_time: 2.5347251892
epoch time: 6.9846839905s, input_fired_time: 0.1120401844, output_fired_time: 0.0000000000, propagate_forward_time: 6.4319262505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407176971
validation[          , genome  6004] predictions:    9645/  10000 (96.45%), best:    9718/10000 (97.18%), error:      1127.46667, best error:       932.96063 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 82.4940948486s, input_fired_time: 0.9824793339, output_fired_time: 0.6946230531, propagate_forward_time: 34.0041999817, propagate_backward_time: 44.2995796204, weight_update_time: 0.1200708449, other_time: 2.5132064819
epoch time: 7.5244026184s, input_fired_time: 0.1167217866, output_fired_time: 0.0000000000, propagate_forward_time: 6.9637856483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438953400
validation[          , genome  6004] predictions:    9693/  10000 (96.93%), best:    9718/10000 (97.18%), error:      1016.74786, best error:       932.96063 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 78.3641662598s, input_fired_time: 0.9609954953, output_fired_time: 0.6647416949, propagate_forward_time: 32.2113151550, propagate_backward_time: 42.0809478760, weight_update_time: 0.1153848693, other_time: 2.4461631775
epoch time: 7.5619325638s, input_fired_time: 0.1174855605, output_fired_time: 0.0000000000, propagate_forward_time: 6.9926848412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517621994
validation[          , genome  6004] predictions:    9703/  10000 (97.03%), best:    9718/10000 (97.18%), error:      1002.83875, best error:       932.96063 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 84.6491394043s, input_fired_time: 0.9964495301, output_fired_time: 0.7146735787, propagate_forward_time: 34.9056587219, propagate_backward_time: 45.4889869690, weight_update_time: 0.1236584336, other_time: 2.5433654785
epoch time: 7.5544047356s, input_fired_time: 0.1201480851, output_fired_time: 0.0000000000, propagate_forward_time: 6.9826202393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516363144
validation[          , genome  6004] predictions:    9686/  10000 (96.86%), best:    9718/10000 (97.18%), error:      1067.14661, best error:       932.96063 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 84.0765304565s, input_fired_time: 0.9900881648, output_fired_time: 0.7065266967, propagate_forward_time: 34.7080802917, propagate_backward_time: 45.1594352722, weight_update_time: 0.1222006083, other_time: 2.5123977661
epoch time: 7.5539608002s, input_fired_time: 0.1204252020, output_fired_time: 0.0000000000, propagate_forward_time: 6.9816102982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519252777
validation[          , genome  6004] predictions:    9695/  10000 (96.95%), best:    9718/10000 (97.18%), error:       988.83295, best error:       932.96063 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 84.4560852051s, input_fired_time: 0.9950069785, output_fired_time: 0.6978295445, propagate_forward_time: 34.9147949219, propagate_backward_time: 45.3318443298, weight_update_time: 0.1230231822, other_time: 2.5166053772
epoch time: 7.5517144203s, input_fired_time: 0.1199447960, output_fired_time: 0.0000000000, propagate_forward_time: 6.9829125404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488573074
validation[          , genome  6004] predictions:    9689/  10000 (96.89%), best:    9718/10000 (97.18%), error:      1010.34808, best error:       932.96063 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 84.3559722900s, input_fired_time: 0.9998328686, output_fired_time: 0.6981948614, propagate_forward_time: 34.8610572815, propagate_backward_time: 45.2930755615, weight_update_time: 0.1218201369, other_time: 2.5038108826
epoch time: 7.5537142754s, input_fired_time: 0.1188434437, output_fired_time: 0.0000000000, propagate_forward_time: 6.9830327034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518380165
validation[          , genome  6004] predictions:    9700/  10000 (97.00%), best:    9718/10000 (97.18%), error:       998.46283, best error:       932.96063 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 82.4888916016s, input_fired_time: 0.9837490916, output_fired_time: 0.6931718588, propagate_forward_time: 34.0227622986, propagate_backward_time: 44.2974243164, weight_update_time: 0.1194952726, other_time: 2.4917869568
epoch time: 7.5408215523s, input_fired_time: 0.1228088289, output_fired_time: 0.0000000000, propagate_forward_time: 6.9642925262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537200928
validation[          , genome  6004] predictions:    9681/  10000 (96.81%), best:    9718/10000 (97.18%), error:      1105.40295, best error:       932.96063 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 84.2398300171s, input_fired_time: 0.9944410920, output_fired_time: 0.7046041489, propagate_forward_time: 34.7801361084, propagate_backward_time: 45.2571945190, weight_update_time: 0.1221612394, other_time: 2.5034561157
epoch time: 7.5215086937s, input_fired_time: 0.1217921972, output_fired_time: 0.0000000000, propagate_forward_time: 6.9473729134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523434639
validation[          , genome  6004] predictions:    9652/  10000 (96.52%), best:    9718/10000 (97.18%), error:      1131.59265, best error:       932.96063 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 82.1883621216s, input_fired_time: 0.9843320251, output_fired_time: 0.6867977381, propagate_forward_time: 33.8835258484, propagate_backward_time: 44.1476631165, weight_update_time: 0.1191626117, other_time: 2.4860458374
epoch time: 6.8032011986s, input_fired_time: 0.1098949313, output_fired_time: 0.0000000000, propagate_forward_time: 6.2705807686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227256775
validation[          , genome  6004] predictions:    9660/  10000 (96.60%), best:    9718/10000 (97.18%), error:      1112.26587, best error:       932.96063 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 75.6812896729s, input_fired_time: 0.9474964738, output_fired_time: 0.6392394900, propagate_forward_time: 31.1367473602, propagate_backward_time: 40.5649795532, weight_update_time: 0.1122633591, other_time: 2.3928298950
epoch time: 7.5657281876s, input_fired_time: 0.1215375364, output_fired_time: 0.0000000000, propagate_forward_time: 6.9932422638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509482384
validation[          , genome  6004] predictions:    9666/  10000 (96.66%), best:    9718/10000 (97.18%), error:      1039.03809, best error:       932.96063 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 84.6161880493s, input_fired_time: 1.0016701221, output_fired_time: 0.7047186494, propagate_forward_time: 34.9137535095, propagate_backward_time: 45.4742622375, weight_update_time: 0.1228906363, other_time: 2.5217819214
epoch time: 7.5624775887s, input_fired_time: 0.1209268793, output_fired_time: 0.0000000000, propagate_forward_time: 6.9939126968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476380348
validation[          , genome  6004] predictions:    9640/  10000 (96.40%), best:    9718/10000 (97.18%), error:      1259.98669, best error:       932.96063 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 84.6116714478s, input_fired_time: 1.0090606213, output_fired_time: 0.7099540830, propagate_forward_time: 34.8442459106, propagate_backward_time: 45.5327033997, weight_update_time: 0.1227846220, other_time: 2.5157051086
epoch time: 7.5577969551s, input_fired_time: 0.1218508184, output_fired_time: 0.0000000000, propagate_forward_time: 6.9844641685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514818192
validation[          , genome  6004] predictions:    9692/  10000 (96.92%), best:    9718/10000 (97.18%), error:       994.93219, best error:       932.96063 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 84.6742019653s, input_fired_time: 1.0010992289, output_fired_time: 0.7102689147, propagate_forward_time: 34.9593124390, propagate_backward_time: 45.4821357727, weight_update_time: 0.1228881478, other_time: 2.5213890076
epoch time: 7.5666489601s, input_fired_time: 0.1191172972, output_fired_time: 0.0000000000, propagate_forward_time: 6.9978361130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496955872
validation[          , genome  6004] predictions:    9606/  10000 (96.06%), best:    9718/10000 (97.18%), error:      1309.50513, best error:       932.96063 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 84.6174240112s, input_fired_time: 1.0045019388, output_fired_time: 0.7079054713, propagate_forward_time: 34.9516906738, propagate_backward_time: 45.4408836365, weight_update_time: 0.1226120144, other_time: 2.5124397278
epoch time: 7.5761222839s, input_fired_time: 0.1224282905, output_fired_time: 0.0000000000, propagate_forward_time: 7.0044832230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492106438
validation[          , genome  6004] predictions:    9722/  10000 (97.22%), best:    9718/10000 (97.18%), error:       953.29846, best error:       932.96063 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 83.0559844971s, input_fired_time: 0.9891613722, output_fired_time: 0.6958072782, propagate_forward_time: 34.2993278503, propagate_backward_time: 44.5813903809, weight_update_time: 0.1199930683, other_time: 2.4902992249
epoch time: 7.5638360977s, input_fired_time: 0.1233403161, output_fired_time: 0.0000000000, propagate_forward_time: 6.9934806824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470152855
validation[          , genome  6004] predictions:    9623/  10000 (96.23%), best:    9718/10000 (97.18%), error:      1273.28064, best error:       932.96063 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 84.4832153320s, input_fired_time: 1.0017192364, output_fired_time: 0.7013202906, propagate_forward_time: 34.9290237427, propagate_backward_time: 45.3426971436, weight_update_time: 0.1215247884, other_time: 2.5084609985
epoch time: 7.5502538681s, input_fired_time: 0.1214095280, output_fired_time: 0.0000000000, propagate_forward_time: 6.9862260818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426183701
validation[          , genome  6004] predictions:    9681/  10000 (96.81%), best:    9718/10000 (97.18%), error:      1052.56567, best error:       932.96063 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 81.9782714844s, input_fired_time: 0.9893875122, output_fired_time: 0.6873837709, propagate_forward_time: 33.7559280396, propagate_backward_time: 44.0683746338, weight_update_time: 0.1185055748, other_time: 2.4771957397
epoch time: 7.5564908981s, input_fired_time: 0.1168026999, output_fired_time: 0.0000000000, propagate_forward_time: 6.9856371880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540510178
validation[          , genome  6004] predictions:    9674/  10000 (96.74%), best:    9718/10000 (97.18%), error:      1079.53503, best error:       932.96063 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 84.2210388184s, input_fired_time: 0.9981173277, output_fired_time: 0.7067749500, propagate_forward_time: 34.7023239136, propagate_backward_time: 45.3114967346, weight_update_time: 0.1220042109, other_time: 2.5023307800
epoch time: 7.5614547729s, input_fired_time: 0.1220233291, output_fired_time: 0.0000000000, propagate_forward_time: 6.9930448532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463868141
validation[          , genome  6004] predictions:    9657/  10000 (96.57%), best:    9718/10000 (97.18%), error:      1099.14929, best error:       932.96063 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 82.1018524170s, input_fired_time: 0.9801681042, output_fired_time: 0.6889893413, propagate_forward_time: 33.8124618530, propagate_backward_time: 44.1529731750, weight_update_time: 0.1190503091, other_time: 2.4672584534
epoch time: 7.0283341408s, input_fired_time: 0.1165142804, output_fired_time: 0.0000000000, propagate_forward_time: 6.4762158394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356040955
validation[          , genome  6004] predictions:    9657/  10000 (96.57%), best:    9718/10000 (97.18%), error:      1101.92737, best error:       932.96063 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 83.4794006348s, input_fired_time: 0.9967126846, output_fired_time: 0.7024871707, propagate_forward_time: 34.3907203674, propagate_backward_time: 44.8930969238, weight_update_time: 0.1206355020, other_time: 2.4963874817
epoch time: 7.5687565804s, input_fired_time: 0.1221677437, output_fired_time: 0.0000000000, propagate_forward_time: 6.9979052544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486837387
validation[          , genome  6004] predictions:    9671/  10000 (96.71%), best:    9718/10000 (97.18%), error:      1183.29663, best error:       932.96063 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 84.8039703369s, input_fired_time: 1.0090106726, output_fired_time: 0.7129663229, propagate_forward_time: 34.9591178894, propagate_backward_time: 45.5847778320, weight_update_time: 0.1243663281, other_time: 2.5380973816
epoch time: 7.5714178085s, input_fired_time: 0.1239885390, output_fired_time: 0.0000000000, propagate_forward_time: 6.9927368164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546923637
validation[          , genome  6004] predictions:    9430/  10000 (94.30%), best:    9718/10000 (97.18%), error:      2014.87292, best error:       932.96063 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 84.0004959106s, input_fired_time: 0.9949574471, output_fired_time: 0.6970912218, propagate_forward_time: 34.6996154785, propagate_backward_time: 45.1133689880, weight_update_time: 0.1225348562, other_time: 2.4954643250
epoch time: 7.5543494225s, input_fired_time: 0.1206105649, output_fired_time: 0.0000000000, propagate_forward_time: 6.9859948158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477438927
validation[          , genome  6004] predictions:    9686/  10000 (96.86%), best:    9718/10000 (97.18%), error:      1036.24719, best error:       932.96063 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.4447250366s, input_fired_time: 0.9845610261, output_fired_time: 0.6894451976, propagate_forward_time: 33.5139617920, propagate_backward_time: 43.7948341370, weight_update_time: 0.1184826493, other_time: 2.4619255066
epoch time: 7.5458726883s, input_fired_time: 0.1175995693, output_fired_time: 0.0000000000, propagate_forward_time: 6.9800705910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482026100
validation[          , genome  6004] predictions:    9666/  10000 (96.66%), best:    9718/10000 (97.18%), error:      1112.60132, best error:       932.96063 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 79.7579269409s, input_fired_time: 0.9703791738, output_fired_time: 0.6704196334, propagate_forward_time: 32.8567161560, propagate_backward_time: 42.8260383606, weight_update_time: 0.1164677963, other_time: 2.4343719482
epoch time: 7.5390915871s, input_fired_time: 0.1182576194, output_fired_time: 0.0000000000, propagate_forward_time: 6.9737381935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470958710
validation[          , genome  6004] predictions:    9608/  10000 (96.08%), best:    9718/10000 (97.18%), error:      1333.27014, best error:       932.96063 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 84.5280151367s, input_fired_time: 0.9999967217, output_fired_time: 0.7038935423, propagate_forward_time: 34.9152259827, propagate_backward_time: 45.4074401855, weight_update_time: 0.1212861389, other_time: 2.5014533997
epoch time: 7.5481767654s, input_fired_time: 0.1231546924, output_fired_time: 0.0000000000, propagate_forward_time: 6.9802012444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4448208809
validation[          , genome  6004] predictions:    9674/  10000 (96.74%), best:    9718/10000 (97.18%), error:      1066.84399, best error:       932.96063 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 84.4812545776s, input_fired_time: 1.0008249283, output_fired_time: 0.7041265965, propagate_forward_time: 34.9075431824, propagate_backward_time: 45.3516464233, weight_update_time: 0.1216836497, other_time: 2.5171165466
epoch time: 7.5536642075s, input_fired_time: 0.1224605292, output_fired_time: 0.0000000000, propagate_forward_time: 6.9836416245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475622177
validation[          , genome  6004] predictions:    9699/  10000 (96.99%), best:    9718/10000 (97.18%), error:       964.84460, best error:       932.96063 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 84.6833877563s, input_fired_time: 1.0064095259, output_fired_time: 0.7143647671, propagate_forward_time: 34.9813117981, propagate_backward_time: 45.4632606506, weight_update_time: 0.1217535138, other_time: 2.5180435181
epoch time: 7.5536561012s, input_fired_time: 0.1194640696, output_fired_time: 0.0000000000, propagate_forward_time: 6.9857425690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484496117
validation[          , genome  6004] predictions:    9609/  10000 (96.09%), best:    9718/10000 (97.18%), error:      1265.44080, best error:       932.96063 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 84.3129043579s, input_fired_time: 1.0009714365, output_fired_time: 0.7035393119, propagate_forward_time: 34.8017501831, propagate_backward_time: 45.2964668274, weight_update_time: 0.1210989058, other_time: 2.5101814270
epoch time: 7.5358605385s, input_fired_time: 0.1190394387, output_fired_time: 0.0000000000, propagate_forward_time: 6.9688754082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479455948
validation[          , genome  6004] predictions:    9721/  10000 (97.21%), best:    9718/10000 (97.18%), error:       975.31964, best error:       932.96063 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 83.5472488403s, input_fired_time: 1.0038660765, output_fired_time: 0.6979644895, propagate_forward_time: 34.4480628967, propagate_backward_time: 44.8888816833, weight_update_time: 0.1212587431, other_time: 2.5084686279
epoch time: 7.1757025719s, input_fired_time: 0.1220328882, output_fired_time: 0.0000000000, propagate_forward_time: 6.6027321815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509372711
validation[          , genome  6004] predictions:    9671/  10000 (96.71%), best:    9718/10000 (97.18%), error:      1113.84290, best error:       932.96063 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 83.9815216064s, input_fired_time: 1.0012713671, output_fired_time: 0.7030762434, propagate_forward_time: 34.6444358826, propagate_backward_time: 45.1430892944, weight_update_time: 0.1217046827, other_time: 2.4896430969
epoch time: 7.5719246864s, input_fired_time: 0.1213898212, output_fired_time: 0.0000000000, propagate_forward_time: 7.0043315887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462032318
validation[          , genome  6004] predictions:    9683/  10000 (96.83%), best:    9718/10000 (97.18%), error:      1072.47400, best error:       932.96063 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 84.2521514893s, input_fired_time: 1.0091428757, output_fired_time: 0.7058051825, propagate_forward_time: 34.7567977905, propagate_backward_time: 45.2736587524, weight_update_time: 0.1223842725, other_time: 2.5067520142
epoch time: 7.5631341934s, input_fired_time: 0.1223590001, output_fired_time: 0.0000000000, propagate_forward_time: 6.9897789955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509963989
validation[          , genome  6004] predictions:    9683/  10000 (96.83%), best:    9718/10000 (97.18%), error:      1033.31848, best error:       932.96063 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 84.5070190430s, input_fired_time: 1.0093969107, output_fired_time: 0.7075440884, propagate_forward_time: 34.8635787964, propagate_backward_time: 45.4344253540, weight_update_time: 0.1217951700, other_time: 2.4920730591
epoch time: 7.5698161125s, input_fired_time: 0.1231049821, output_fired_time: 0.0000000000, propagate_forward_time: 6.9974770546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492340088
validation[          , genome  6004] predictions:    9694/  10000 (96.94%), best:    9718/10000 (97.18%), error:      1062.80396, best error:       932.96063 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 84.5382232666s, input_fired_time: 1.0125393867, output_fired_time: 0.7064158916, propagate_forward_time: 34.8631134033, propagate_backward_time: 45.4387893677, weight_update_time: 0.1233519241, other_time: 2.5173645020
epoch time: 7.5663280487s, input_fired_time: 0.1186263785, output_fired_time: 0.0000000000, propagate_forward_time: 6.9979748726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497265816
validation[          , genome  6004] predictions:    9606/  10000 (96.06%), best:    9718/10000 (97.18%), error:      1222.90894, best error:       932.96063 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 84.6495895386s, input_fired_time: 1.0052454472, output_fired_time: 0.7051028609, propagate_forward_time: 34.9448509216, propagate_backward_time: 45.4999694824, weight_update_time: 0.1215999275, other_time: 2.4944190979
epoch time: 7.5731163025s, input_fired_time: 0.1191688403, output_fired_time: 0.0000000000, propagate_forward_time: 7.0038976669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500498772
validation[          , genome  6004] predictions:    9653/  10000 (96.53%), best:    9718/10000 (97.18%), error:      1111.25879, best error:       932.96063 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 84.7031250000s, input_fired_time: 1.0076092482, output_fired_time: 0.7050451636, propagate_forward_time: 35.0067481995, propagate_backward_time: 45.4723243713, weight_update_time: 0.1201884001, other_time: 2.5113983154
epoch time: 7.5122509003s, input_fired_time: 0.1218809858, output_fired_time: 0.0000000000, propagate_forward_time: 6.9309744835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593954086
validation[          , genome  6004] predictions:    9681/  10000 (96.81%), best:    9718/10000 (97.18%), error:      1076.32361, best error:       932.96063 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 84.6434249878s, input_fired_time: 1.0132108927, output_fired_time: 0.7065066099, propagate_forward_time: 34.9559288025, propagate_backward_time: 45.4523468018, weight_update_time: 0.1218099594, other_time: 2.5154304504
epoch time: 7.5637497902s, input_fired_time: 0.1193106100, output_fired_time: 0.0000000000, propagate_forward_time: 6.9963111877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481282234
validation[          , genome  6004] predictions:    9712/  10000 (97.12%), best:    9718/10000 (97.18%), error:       949.34308, best error:       932.96063 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 84.0744857788s, input_fired_time: 1.0103280544, output_fired_time: 0.6989743710, propagate_forward_time: 34.6995429993, propagate_backward_time: 45.1425666809, weight_update_time: 0.1219446436, other_time: 2.5230712891
epoch time: 7.5791196823s, input_fired_time: 0.1210827902, output_fired_time: 0.0000000000, propagate_forward_time: 7.0073471069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506897926
validation[          , genome  6004] predictions:    9739/  10000 (97.39%), best:    9718/10000 (97.18%), error:       939.56934, best error:       932.96063 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 84.6667480469s, input_fired_time: 1.0096440315, output_fired_time: 0.7096714973, propagate_forward_time: 34.9261932373, propagate_backward_time: 45.4989852905, weight_update_time: 0.1233397275, other_time: 2.5222549438
epoch time: 7.5710577965s, input_fired_time: 0.1243209690, output_fired_time: 0.0000000000, propagate_forward_time: 6.9962849617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504518509
validation[          , genome  6004] predictions:    9640/  10000 (96.40%), best:    9718/10000 (97.18%), error:      1219.09644, best error:       932.96063 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 84.8599853516s, input_fired_time: 1.0133975744, output_fired_time: 0.7095300555, propagate_forward_time: 34.9549674988, propagate_backward_time: 45.6735000610, weight_update_time: 0.1225215346, other_time: 2.5085868835
epoch time: 7.5651874542s, input_fired_time: 0.1231122389, output_fired_time: 0.0000000000, propagate_forward_time: 6.9947314262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473438263
validation[          , genome  6004] predictions:    9609/  10000 (96.09%), best:    9718/10000 (97.18%), error:      1296.11401, best error:       932.96063 on epoch:    41, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 84.9748306274s, input_fired_time: 1.0143085718, output_fired_time: 0.7141281366, propagate_forward_time: 34.9590606689, propagate_backward_time: 45.7730674744, weight_update_time: 0.1226883680, other_time: 2.5142707825
epoch time: 7.5652866364s, input_fired_time: 0.1195233166, output_fired_time: 0.0000000000, propagate_forward_time: 6.9941601753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516029358
validation[          , genome  6004] predictions:    9685/  10000 (96.85%), best:    9718/10000 (97.18%), error:      1043.99988, best error:       932.96063 on epoch:    41, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 84.8893280029s, input_fired_time: 1.0090450048, output_fired_time: 0.7098975778, propagate_forward_time: 34.9892311096, propagate_backward_time: 45.6652793884, weight_update_time: 0.1226234511, other_time: 2.5158691406
epoch time: 7.5697879791s, input_fired_time: 0.1182165742, output_fired_time: 0.0000000000, propagate_forward_time: 7.0018544197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497170448
validation[          , genome  6004] predictions:    9643/  10000 (96.43%), best:    9718/10000 (97.18%), error:      1172.56250, best error:       932.96063 on epoch:    41, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 84.5686416626s, input_fired_time: 1.0106637478, output_fired_time: 0.7044138908, propagate_forward_time: 34.9073028564, propagate_backward_time: 45.4467315674, weight_update_time: 0.1220930368, other_time: 2.4995269775
epoch time: 7.5655379295s, input_fired_time: 0.1236670762, output_fired_time: 0.0000000000, propagate_forward_time: 6.9890189171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528517723
validation[          , genome  6004] predictions:    9722/  10000 (97.22%), best:    9718/10000 (97.18%), error:       955.59503, best error:       932.96063 on epoch:    41, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 84.8975219727s, input_fired_time: 1.0182577372, output_fired_time: 0.7176822424, propagate_forward_time: 35.0017929077, propagate_backward_time: 45.6446075439, weight_update_time: 0.1221615598, other_time: 2.5151824951
epoch time: 7.5711708069s, input_fired_time: 0.1234791055, output_fired_time: 0.0000000000, propagate_forward_time: 7.0019764900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457154274
validation[          , genome  6004] predictions:    9693/  10000 (96.93%), best:    9718/10000 (97.18%), error:      1007.02679, best error:       932.96063 on epoch:    41, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 84.0660552979s, input_fired_time: 1.0076206923, output_fired_time: 0.7020291090, propagate_forward_time: 34.6493759155, propagate_backward_time: 45.1901321411, weight_update_time: 0.1209537759, other_time: 2.5168991089
epoch time: 7.5579872131s, input_fired_time: 0.1218164861, output_fired_time: 0.0000000000, propagate_forward_time: 6.9862599373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499106407
validation[          , genome  6004] predictions:    9712/  10000 (97.12%), best:    9718/10000 (97.18%), error:       978.16675, best error:       932.96063 on epoch:    41, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.3219146729s, input_fired_time: 1.0257592201, output_fired_time: 0.7143851519, propagate_forward_time: 35.2324066162, propagate_backward_time: 45.8144340515, weight_update_time: 0.1220320910, other_time: 2.5349311829
epoch time: 7.5757465363s, input_fired_time: 0.1238457039, output_fired_time: 0.0000000000, propagate_forward_time: 7.0032434464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486575127
validation[          , genome  6004] predictions:    9689/  10000 (96.89%), best:    9718/10000 (97.18%), error:      1028.31055, best error:       932.96063 on epoch:    41, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 84.6087188721s, input_fired_time: 1.0179474354, output_fired_time: 0.7052116394, propagate_forward_time: 34.9335784912, propagate_backward_time: 45.4411811829, weight_update_time: 0.1220090166, other_time: 2.5107994080
epoch time: 7.2315053940s, input_fired_time: 0.1201619580, output_fired_time: 0.0000000000, propagate_forward_time: 6.6641459465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471974373
validation[          , genome  6004] predictions:    9715/  10000 (97.15%), best:    9718/10000 (97.18%), error:       959.04315, best error:       932.96063 on epoch:    41, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 83.4029922485s, input_fired_time: 1.0063459873, output_fired_time: 0.7031945586, propagate_forward_time: 34.4036216736, propagate_backward_time: 44.7807044983, weight_update_time: 0.1211278737, other_time: 2.5091247559
epoch time: 7.6144113541s, input_fired_time: 0.1233570352, output_fired_time: 0.0000000000, propagate_forward_time: 7.0360283852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550261497
validation[          , genome  6004] predictions:    9654/  10000 (96.54%), best:    9718/10000 (97.18%), error:      1127.12683, best error:       932.96063 on epoch:    41, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 84.6390533447s, input_fired_time: 1.0145225525, output_fired_time: 0.7066594362, propagate_forward_time: 34.9390182495, propagate_backward_time: 45.4733428955, weight_update_time: 0.1221378148, other_time: 2.5055084229
epoch time: 7.5542526245s, input_fired_time: 0.1236936897, output_fired_time: 0.0000000000, propagate_forward_time: 6.9863176346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442415237
validation[          , genome  6004] predictions:    9680/  10000 (96.80%), best:    9718/10000 (97.18%), error:      1054.68762, best error:       932.96063 on epoch:    41, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 84.7362747192s, input_fired_time: 1.0188788176, output_fired_time: 0.7042161226, propagate_forward_time: 34.9742126465, propagate_backward_time: 45.5356407166, weight_update_time: 0.1216940135, other_time: 2.5033302307
epoch time: 7.5664887428s, input_fired_time: 0.1241354719, output_fired_time: 0.0000000000, propagate_forward_time: 6.9959983826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463548660
validation[          , genome  6004] predictions:    9708/  10000 (97.08%), best:    9718/10000 (97.18%), error:      1021.41870, best error:       932.96063 on epoch:    41, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 84.7078552246s, input_fired_time: 1.0148677826, output_fired_time: 0.7028021812, propagate_forward_time: 34.9352264404, propagate_backward_time: 45.5540618896, weight_update_time: 0.1221347004, other_time: 2.5008926392
epoch time: 7.5853557587s, input_fired_time: 0.1248886958, output_fired_time: 0.0000000000, propagate_forward_time: 7.0066080093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538588524
validation[          , genome  6004] predictions:    9676/  10000 (96.76%), best:    9718/10000 (97.18%), error:      1067.20752, best error:       932.96063 on epoch:    41, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 84.9484329224s, input_fired_time: 1.0076322556, output_fired_time: 0.7106246948, propagate_forward_time: 35.0213508606, propagate_backward_time: 45.6837997437, weight_update_time: 0.1225139797, other_time: 2.5250282288
epoch time: 7.5569548607s, input_fired_time: 0.1189127564, output_fired_time: 0.0000000000, propagate_forward_time: 6.9883289337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497132301
validation[          , genome  6004] predictions:    9632/  10000 (96.32%), best:    9718/10000 (97.18%), error:      1234.28638, best error:       932.96063 on epoch:    41, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 84.9658203125s, input_fired_time: 1.0164198875, output_fired_time: 0.7118532062, propagate_forward_time: 35.0282783508, propagate_backward_time: 45.6926956177, weight_update_time: 0.1229446232, other_time: 2.5165748596
epoch time: 7.5776124001s, input_fired_time: 0.1235140339, output_fired_time: 0.0000000000, propagate_forward_time: 7.0019364357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521617889
validation[          , genome  6004] predictions:    9690/  10000 (96.90%), best:    9718/10000 (97.18%), error:      1056.11658, best error:       932.96063 on epoch:    41, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 84.8029098511s, input_fired_time: 1.0171025991, output_fired_time: 0.7068459392, propagate_forward_time: 34.9531745911, propagate_backward_time: 45.6215057373, weight_update_time: 0.1223577783, other_time: 2.5042762756
epoch time: 7.5314717293s, input_fired_time: 0.1240632907, output_fired_time: 0.0000000000, propagate_forward_time: 6.9616479874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457602501
validation[          , genome  6004] predictions:    9624/  10000 (96.24%), best:    9718/10000 (97.18%), error:      1292.98877, best error:       932.96063 on epoch:    41, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 84.7232589722s, input_fired_time: 1.0152252913, output_fired_time: 0.7068713903, propagate_forward_time: 34.9194488525, propagate_backward_time: 45.5856323242, weight_update_time: 0.1219705939, other_time: 2.4960784912
epoch time: 7.5616431236s, input_fired_time: 0.1228667349, output_fired_time: 0.0000000000, propagate_forward_time: 6.9895777702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491987228
validation[          , genome  6004] predictions:    9696/  10000 (96.96%), best:    9718/10000 (97.18%), error:      1024.59229, best error:       932.96063 on epoch:    41, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 83.7682495117s, input_fired_time: 1.0137453079, output_fired_time: 0.6980109215, propagate_forward_time: 34.5393066406, propagate_backward_time: 45.0276756287, weight_update_time: 0.1212227494, other_time: 2.4895057678
epoch time: 7.5705857277s, input_fired_time: 0.1260370016, output_fired_time: 0.0000000000, propagate_forward_time: 6.9929003716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516482353
validation[          , genome  6004] predictions:    9726/  10000 (97.26%), best:    9718/10000 (97.18%), error:       975.82910, best error:       932.96063 on epoch:    41, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 84.6915130615s, input_fired_time: 1.0105417967, output_fired_time: 0.7065536380, propagate_forward_time: 34.9249763489, propagate_backward_time: 45.5432739258, weight_update_time: 0.1227810681, other_time: 2.5061683655
epoch time: 7.5261135101s, input_fired_time: 0.1183345914, output_fired_time: 0.0000000000, propagate_forward_time: 6.9671316147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406471252
validation[          , genome  6004] predictions:    9710/  10000 (97.10%), best:    9718/10000 (97.18%), error:       965.96368, best error:       932.96063 on epoch:    41, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 84.6667556763s, input_fired_time: 1.0174540281, output_fired_time: 0.7056853771, propagate_forward_time: 34.9224586487, propagate_backward_time: 45.5314521790, weight_update_time: 0.1218286529, other_time: 2.4897003174
epoch time: 7.5547628403s, input_fired_time: 0.1236005947, output_fired_time: 0.0000000000, propagate_forward_time: 6.9846811295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464812279
validation[          , genome  6004] predictions:    9656/  10000 (96.56%), best:    9718/10000 (97.18%), error:      1226.66357, best error:       932.96063 on epoch:    41, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.4497375488s, input_fired_time: 0.9936909080, output_fired_time: 0.6795232296, propagate_forward_time: 33.5918502808, propagate_backward_time: 43.7307777405, weight_update_time: 0.1172049195, other_time: 2.4538993835
epoch time: 7.4035301208s, input_fired_time: 0.1202288270, output_fired_time: 0.0000000000, propagate_forward_time: 6.8410930634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422082901
validation[          , genome  6004] predictions:    9669/  10000 (96.69%), best:    9718/10000 (97.18%), error:      1082.81018, best error:       932.96063 on epoch:    41, 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: 37.6429023743s, input_fired_time: 0.5779280066, output_fired_time: 0.0000000000, propagate_forward_time: 34.8046112061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2603645325
best training[          , genome  6004] predictions:   49320/  50000 (98.64%), best:    9718/10000 (97.18%), error:      2449.14600, best error:       932.96063 on epoch:    41, 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: 7.5589323044s, input_fired_time: 0.1141786650, output_fired_time: 0.0000000000, propagate_forward_time: 6.9973864555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473671913
   testing[          , genome  6004] predictions:    9769/  10000 (97.69%), best:    9718/10000 (97.18%), error:       792.50049, best error:       932.96063 on epoch:    41, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:11:32 (72809): called boinc_finish(0)

</stderr_txt>
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