coach/rl_coach/traces/Mujoco_ClippedPPO_hopper/trace.csv

Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,Total steps,Epsilon,Shaped Training Reward,Training Reward,Update Target Network,Evaluation Reward,Shaped Evaluation Reward,Success Rate,Loss/Mean,Loss/Stdev,Loss/Max,Loss/Min,Learning Rate/Mean,Learning Rate/Stdev,Learning Rate/Max,Learning Rate/Min,Grads (unclipped)/Mean,Grads (unclipped)/Stdev,Grads (unclipped)/Max,Grads (unclipped)/Min,Discounted Return/Mean,Discounted Return/Stdev,Discounted Return/Max,Discounted Return/Min,Entropy/Mean,Entropy/Stdev,Entropy/Max,Entropy/Min,Advantages/Mean,Advantages/Stdev,Advantages/Max,Advantages/Min,Values/Mean,Values/Stdev,Values/Max,Values/Min,Value Loss/Mean,Value Loss/Stdev,Value Loss/Max,Value Loss/Min,Policy Loss/Mean,Policy Loss/Stdev,Policy Loss/Max,Policy Loss/Min,Value Targets/Mean,Value Targets/Stdev,Value Targets/Max,Value Targets/Min,KL Divergence/Mean,KL Divergence/Stdev,KL Divergence/Max,KL Divergence/Min,Likelihood Ratio/Mean,Likelihood Ratio/Stdev,Likelihood Ratio/Max,Likelihood Ratio/Min,Clipped Likelihood Ratio/Mean,Clipped Likelihood Ratio/Stdev,Clipped Likelihood Ratio/Max,Clipped Likelihood Ratio/Min
1,0.0,1.0,17.0,1.0,17.0,17.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,6.162379521079859,3.609954821692951,12.578831844357849,0.7107869962784428,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2,0.0,1.0,40.0,2.0,23.0,40.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,6.444564121549556,4.523807302228816,14.892816778727136,0.4339427590058468,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,0.0,1.0,55.0,3.0,15.0,55.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,5.372082027351956,3.290894637318891,11.137801685828423,0.6193940407704618,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4,0.0,1.0,72.0,4.0,17.0,72.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,3.8701028966093562,3.270072541308888,9.923331866987294,0.005982662057427273,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
5,0.0,1.0,81.0,5.0,9.0,81.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,3.224065401354734,1.8055626268612668,6.3106520357668385,0.6344330989380148,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
6,0.0,1.0,102.0,6.0,21.0,102.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,4.120836876355532,3.8808284324851288,11.478788673172845,-0.3715598470211059,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
7,0.0,1.0,124.0,7.0,22.0,124.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,13.836531534773533,6.565511751669497,23.01700211353013,1.4166070253466887,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
8,0.0,1.0,138.0,8.0,14.0,138.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,6.952396701872661,3.6327187939027796,12.826708587894752,1.113121115744604,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
9,0.0,1.0,157.0,9.0,19.0,157.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,9.717131847882532,4.611847906789345,16.938695655651763,1.2727482171414817,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
10,0.0,1.0,188.0,10.0,31.0,188.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,16.67200187233022,8.315111028752034,29.28738542915201,1.1372862596442086,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
11,0.0,1.0,201.0,11.0,13.0,201.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,4.932304963884506,2.852807494854594,9.932870348502739,0.7105412979992525,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
12,0.0,1.0,212.0,12.0,11.0,212.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,3.3071493377403924,1.9818417655746363,6.91463554699037,0.4991920380165129,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
13,0.0,1.0,245.0,13.0,33.0,245.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,5.471024214184932,4.893841216767363,15.615020321828332,-0.4030061981389668,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
14,0.0,1.0,255.0,14.0,10.0,255.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,3.621864536400744,2.1833749132010034,7.219781637465878,0.4556503562617686,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
15,0.0,1.0,280.0,15.0,25.0,280.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,14.859702363262382,7.789179754579218,26.299693392769807,1.2614517348930283,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
16,0.0,1.0,306.0,16.0,26.0,306.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,4.404004293439066,3.211352122615288,11.202705458379226,0.19195651324650054,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
17,0.0,1.0,317.0,17.0,11.0,317.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,4.571866858439874,2.2870126167114693,8.360574144601259,0.8061898878400585,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
18,0.0,1.0,341.0,18.0,24.0,341.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,13.84651066272229,6.213451800705657,22.918050308226,1.3716574856717276,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
19,0.0,1.0,352.0,19.0,11.0,352.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,2.759190164138209,2.2815568972095117,6.839215164754331,0.06450445852029114,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
20,0.0,1.0,376.0,20.0,24.0,376.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,2.6687684917322927,2.7794351934579087,9.250942259373467,-0.026554964844324395,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
21,0.0,1.0,391.0,21.0,15.0,391.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,6.2160730390210475,3.212816702632223,11.635159299241195,0.8919044549965414,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
22,0.0,1.0,432.0,22.0,41.0,432.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,20.540626535772265,11.3207541298854,37.83364705963936,0.8861102971319834,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
23,0.0,1.0,455.0,23.0,23.0,455.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,2.7053239160119738,3.137225683569937,9.69189098197064,-0.09075761031161682,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
24,0.0,1.0,479.0,24.0,24.0,479.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,3.796883204919725,2.740645203977961,10.152889266022704,0.249913656308052,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
25,0.0,1.0,529.0,25.0,50.0,529.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,10.777421636666233,6.171594319670081,22.591292032246795,0.18333845551193645,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
26,0.0,1.0,545.0,26.0,16.0,545.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,2.883698225408473,3.1964014867976136,8.938672218861457,-0.4064554814497185,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
27,0.0,1.0,563.0,27.0,18.0,563.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,5.313348771976883,3.5928402456486874,11.868451939437366,0.26821042429430203,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
28,0.0,1.0,584.0,28.0,21.0,584.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,8.336675577218317,5.288637572894259,16.88358940196608,0.35328096351774824,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
29,0.0,1.0,603.0,29.0,19.0,603.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,6.121338612356719,3.651769375522628,12.968766980708981,0.7133913489902243,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
30,0.0,1.0,626.0,30.0,23.0,626.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,8.609032749795452,5.090066902698868,17.522818656682638,0.5784005691614696,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
31,0.0,1.0,648.0,31.0,22.0,648.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,4.839301487109163,4.109784251201032,12.218591414423285,-0.2860665898517514,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
32,0.0,1.0,661.0,32.0,13.0,661.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,6.461842054096423,3.3474236243110456,11.803215791322383,1.0322093784731534,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
33,0.0,1.0,675.0,33.0,14.0,675.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,5.144200096983633,3.1925341681625974,10.631492771143645,0.5391875016436825,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
34,0.0,1.0,695.0,34.0,20.0,695.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,4.584160610226332,3.1019870735877224,10.606730811442118,0.2691061105014426,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
35,0.0,1.0,703.0,35.0,8.0,703.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,2.9761471546389746,1.7329690376149536,5.800603108852341,0.5555210800410154,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
36,0.0,1.0,721.0,36.0,18.0,721.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,4.601845390052762,3.5955752571463737,11.320529315134973,0.2160850357579308,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
37,0.0,1.0,735.0,37.0,14.0,735.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,5.738301355100755,3.0289838585768263,10.968989118494186,0.8809165395342211,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
38,0.0,1.0,746.0,38.0,11.0,746.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,4.275414582672748,2.5515924643430594,8.51089652503096,0.5892803938799812,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
39,0.0,1.0,794.0,39.0,48.0,794.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,32.35538503847548,16.687928465726227,53.776656603944105,1.0955533028579962,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
40,0.0,1.0,816.0,40.0,22.0,816.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,5.919071079345758,4.264550548356716,13.725415868438766,0.14595810789433353,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
41,0.0,1.0,837.0,41.0,21.0,837.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,11.955904616439042,6.429277326178028,21.579728286286482,1.0562924838970644,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
42,0.0,1.0,853.0,42.0,16.0,853.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,6.275697205242968,3.9409437892626977,12.879435790140295,0.4171475460256547,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
43,0.0,1.0,869.0,43.0,16.0,869.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,6.091069125163555,3.41963061183135,12.003782255290167,0.7760656760738854,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
44,0.0,1.0,885.0,44.0,16.0,885.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,6.967717707946685,3.8008870830134582,13.312815502519555,0.9515507059839929,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
45,0.0,1.0,914.0,45.0,29.0,914.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,10.434009180671133,6.049303423918069,20.945513552255886,0.6006936051260557,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
46,0.0,1.0,945.0,46.0,31.0,945.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,18.05525033123377,8.811299893995416,31.0891964650628,1.4467132703878725,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
47,0.0,1.0,958.0,47.0,13.0,958.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,2.794596067277272,2.5325765887599454,7.442183056927856,-0.13272852828291926,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
48,0.0,1.0,988.0,48.0,30.0,988.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,8.745517054919679,6.330232425592732,19.410741853362502,0.15125937215365326,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
49,0.0,1.0,1004.0,49.0,16.0,1004.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,2.8872504698570878,2.983741161926972,8.63972413726921,-0.06283509346771016,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
50,0.0,1.0,1032.0,50.0,28.0,1032.0,0.10000000000000002,,,0.0,,,,,,,,,,,,,,,,12.95640128189872,7.28098786313432,24.16383511151173,0.7075141226866335,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
51,0.0,0.0,1044.0,51.0,12.0,1044.0,0.10000000000000002,10.82169313618942,10.82169313618942,0.0,,,,,,,,,,,,,,,,5.399171378607028,3.031215205636286,10.27655815227937,0.7740515267025737,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
52,0.0,0.0,1053.0,52.0,9.0,1053.0,0.10000000000000002,5.699504267600872,5.699504267600872,0.0,,,,,,,,,,,,,,,,2.6585466156624857,1.7071624334506446,5.51538896180934,0.30146569678955804,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
53,0.0,0.0,1071.0,53.0,18.0,1071.0,0.10000000000000002,8.934414533622013,8.934414533622013,0.0,,,,,,,,,,,,,,,,2.9737575939970493,2.630085595886824,8.483977946164186,-0.03892784356877725,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
54,0.0,0.0,1086.0,54.0,15.0,1086.0,0.10000000000000002,12.635979780154006,12.635979780154006,0.0,,,,,,,,,,,,,,,,6.204590016031834,3.3038587592785045,11.823526543181035,0.9305783873218968,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
55,0.0,0.0,1099.0,55.0,13.0,1099.0,0.10000000000000002,6.770297602538697,6.770297602538697,0.0,,,,,,,,,,,,,,,,1.9362069237502308,2.4611783436594816,6.584435052980977,-0.6554116192795705,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
56,0.0,0.0,1122.0,56.0,23.0,1122.0,0.10000000000000002,25.781328841502372,25.781328841502372,0.0,,,,,,,,,,,,,,,,13.102667344532303,6.640912658997563,22.99769227501004,1.302754965217626,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
57,0.0,0.0,1141.0,57.0,19.0,1141.0,0.10000000000000002,18.055376421186253,18.055376421186253,0.0,,,,,,,,,,,,,,,,8.677541772713639,4.8220134052959915,16.572367155929953,0.7285606953309269,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
58,0.0,0.0,1161.0,58.0,20.0,1161.0,0.10000000000000002,19.20819914041914,19.20819914041914,0.0,,,,,,,,,,,,,,,,9.866679067285869,4.73905120349445,17.408952855517136,1.0437381454451689,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
59,0.0,0.0,1191.0,59.0,30.0,1191.0,0.10000000000000002,28.09367348340611,28.09367348340611,0.0,,,,,,,,,,,,,,,,13.262972912347289,6.920885831798378,24.358365262325172,0.9003141519144812,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
60,0.0,0.0,1202.0,60.0,11.0,1202.0,0.10000000000000002,9.89632232473876,9.89632232473876,0.0,,,,,,,,,,,,,,,,5.062807422497017,2.7909615881010126,9.433751018448572,0.7275577165445263,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
61,0.0,0.0,1218.0,61.0,16.0,1218.0,0.10000000000000002,14.129385609380545,14.129385609380545,0.0,,,,,,,,,,,,,,,,6.915563697909628,3.783216033249507,13.154439815873744,0.7808460732545571,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
62,0.0,0.0,1253.0,62.0,35.0,1253.0,0.10000000000000002,29.088504982507768,29.088504982507768,0.0,,,,,,,,,,,,,,,,12.213199384707172,7.579739908511115,25.06453050288915,0.2136948618116312,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
63,0.0,0.0,1300.0,63.0,47.0,1300.0,0.10000000000000002,48.772925614520986,48.772925614520986,0.0,,,,,,,,,,,,,,,,22.743991134510317,11.523756049061975,38.46792907202135,0.7446439483189126,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
64,0.0,0.0,1312.0,64.0,12.0,1312.0,0.10000000000000002,6.741728671352439,6.741728671352439,0.0,,,,,,,,,,,,,,,,2.4232760181407698,2.2349585476682217,6.5160965143187335,-0.04550163510077868,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
65,0.0,0.0,1327.0,65.0,15.0,1327.0,0.10000000000000002,10.748539669074919,10.748539669074919,0.0,,,,,,,,,,,,,,,,4.6670326185851305,3.183145638469959,10.14998462251227,0.2478753968738188,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
66,0.0,0.0,1339.0,66.0,12.0,1339.0,0.10000000000000002,9.30351919951508,9.30351919951508,0.0,,,,,,,,,,,,,,,,4.496506199002192,2.5964275676571718,8.852463086499816,0.5991101114030736,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
67,0.0,0.0,1355.0,67.0,16.0,1355.0,0.10000000000000002,12.41725859672732,12.41725859672732,0.0,,,,,,,,,,,,,,,,5.759107756495321,3.2520504605367058,11.611920561301075,0.6600785581489295,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
68,0.0,0.0,1380.0,68.0,25.0,1380.0,0.10000000000000002,26.76367860694648,26.76367860694648,0.0,,,,,,,,,,,,,,,,13.085632643026194,7.199029179664731,23.72956610726255,0.8178890812237397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
69,0.0,0.0,1395.0,69.0,15.0,1395.0,0.10000000000000002,7.1294059243191885,7.1294059243191885,0.0,,,,,,,,,,,,,,,,2.5687719235762314,2.1283372327879744,6.812212258366418,0.2052140746874841,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
70,0.0,0.0,1403.0,70.0,8.0,1403.0,0.10000000000000002,5.935428737864994,5.935428737864994,0.0,,,,,,,,,,,,,,,,2.989851540259985,1.6536581918512252,5.7537783986305,0.6735968460662725,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
71,0.0,0.0,1416.0,71.0,13.0,1416.0,0.10000000000000002,11.505717652743922,11.505717652743922,0.0,,,,,,,,,,,,,,,,5.781837868113102,3.215596020073713,10.862705787766886,0.7620667485380689,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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130,1.0,0.0,544.0,21.0,23.0,2599.0,0.10000000000000002,11.77016297336698,11.77016297336698,0.0,,,,,,,,,,,,,,,,3.84982063236636,3.581271110994056,10.99465073527547,0.10251055574946356,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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196,2.0,0.0,803.0,13.0,59.0,4911.0,0.10000000000000002,45.87684846258964,45.87684846258964,0.0,,,,,,,,,,,,,,,,18.114749092932414,9.72542819031663,35.54459242197931,0.6728551288333922,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
197,2.0,0.0,842.0,14.0,39.0,4950.0,0.10000000000000002,46.424856448697135,46.424856448697135,0.0,,,,,,,,,,,,,,,,21.41233063546503,11.263645030524694,38.458633839258354,1.3586174715288528,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
198,2.0,0.0,936.0,15.0,94.0,5044.0,0.10000000000000002,158.05253720862856,158.05253720862856,0.0,,,,,,,,,,,,,,,,69.07810710394523,27.607276551215058,95.4964831899478,2.861317279585308,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
199,2.0,0.0,956.0,16.0,20.0,5064.0,0.10000000000000002,17.516085033232862,17.516085033232862,0.0,,,,,,,,,,,,,,,,8.296618460418276,4.413481414763949,16.016930647625458,0.9605980952119402,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
200,2.0,0.0,996.0,17.0,40.0,5104.0,0.10000000000000002,48.77391981097424,48.77391981097424,0.0,,,,,,,,,,,,,,,,22.90468904385005,12.62349871106274,40.01216585195372,0.7463345102921415,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
201,2.0,0.0,1030.0,18.0,34.0,5138.0,0.10000000000000002,55.38297773534831,55.38297773534831,0.0,,,,,,,,,,,,,,,,28.47928774454557,13.637488547503116,46.161636264851325,1.9844779315240968,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
202,2.0,0.0,1045.0,19.0,15.0,5153.0,0.10000000000000002,12.214420307094429,12.214420307094429,0.0,,,,,,,,,,,,,,,,5.771676046792647,3.479497448736723,11.463301919268213,0.44492715142178185,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
203,2.0,0.0,1082.0,20.0,37.0,5190.0,0.10000000000000002,24.040687846207,24.040687846207,0.0,,,,,,,,,,,,,,,,10.971741204621079,5.029034713276307,20.182973333835548,0.7569555015237935,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
204,2.0,0.0,1121.0,21.0,39.0,5229.0,0.10000000000000002,58.56064623780279,58.56064623780279,0.0,,,,,,,,,,,,,,,,29.665943800753304,14.186060571493153,47.46558399546361,1.644981808927055,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
205,2.0,0.0,1159.0,22.0,38.0,5267.0,0.10000000000000002,46.49663484914472,46.49663484914472,0.0,,,,,,,,,,,,,,,,22.590819886284045,11.528015728852743,38.2950740326836,1.0573742248024094,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
206,2.0,0.0,1198.0,23.0,39.0,5306.0,0.10000000000000002,34.07659744681974,34.07659744681974,0.0,,,,,,,,,,,,,,,,15.275125614485052,8.057389006580895,28.403331774919764,0.7311137937216181,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
207,2.0,0.0,1265.0,24.0,67.0,5373.0,0.10000000000000002,84.10525158018733,84.10525158018733,0.0,,,,,,,,,,,,,,,,38.92799730231121,16.45317079423909,58.60958928044321,1.5744870465796208,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
208,2.0,0.0,1332.0,25.0,67.0,5440.0,0.10000000000000002,125.38037446661087,125.38037446661087,0.0,,,,,,,,,,,,,,,,58.6008333745325,26.323039277397555,86.98769303603439,2.182631018709743,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
209,2.0,0.0,1383.0,26.0,51.0,5491.0,0.10000000000000002,70.30180771681185,70.30180771681185,0.0,,,,,,,,,,,,,,,,31.97326634197281,16.77759647191585,54.54085038626839,1.30447245921723,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
210,2.0,0.0,1462.0,27.0,79.0,5570.0,0.10000000000000002,150.23454114405442,150.23454114405442,0.0,,,,,,,,,,,,,,,,68.70878477660612,29.736578840980787,98.77020431409781,2.4430485012861705,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
211,2.0,0.0,1479.0,28.0,17.0,5587.0,0.10000000000000002,16.754454169862143,16.754454169862143,0.0,,,,,,,,,,,,,,,,9.119194422214154,4.037872958758843,15.357768806147204,1.4336949712428038,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
212,2.0,0.0,1559.0,29.0,80.0,5667.0,0.10000000000000002,117.79710024366554,117.79710024366554,0.0,,,,,,,,,,,,,,,,52.44651043392246,20.95871827384402,76.60595141063388,2.256832244963402,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
213,2.0,0.0,1604.0,30.0,45.0,5712.0,0.10000000000000002,63.215691539541815,63.215691539541815,0.0,,,,,,,,,,,,,,,,30.763959098292162,14.346310171845696,49.870616106374094,1.9018439352727017,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
214,2.0,0.0,1735.0,31.0,131.0,5843.0,0.10000000000000002,236.12632804156067,236.12632804156067,0.0,,,,,,,,,,,,,,,,95.88918307240696,31.541679518215822,120.93281508383664,3.4384573958150884,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
215,2.0,0.0,1841.0,32.0,106.0,5949.0,0.10000000000000002,159.6244169455343,159.6244169455343,0.0,,,,,,,,,,,,,,,,67.39505333344762,24.75038278863234,90.01141923046606,2.5183556450980946,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,