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,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
51,0.0,0.0,1044.0,51.0,12.0,1044.0,0.10000000000000002,10.788928335468004,10.788928335468004,0.0,,,,,,,,,,,,,,,,5.378206059431027,3.0218427648867237,10.24600364478412,0.7698906762855311,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
52,0.0,0.0,1053.0,52.0,9.0,1053.0,0.10000000000000002,5.709791286525574,5.709791286525574,0.0,,,,,,,,,,,,,,,,2.6659866274097,1.7096014820399692,5.52510352531182,0.3035275591910147,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
53,0.0,0.0,1072.0,53.0,19.0,1072.0,0.10000000000000002,8.987097185915092,8.987097185915092,0.0,,,,,,,,,,,,,,,,2.866768876542076,2.6480745724706134,8.527687979163732,-0.05123003826907858,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
54,0.0,0.0,1087.0,54.0,15.0,1087.0,0.10000000000000002,11.721311721623394,11.721311721623394,0.0,,,,,,,,,,,,,,,,5.432778658975963,3.118256884102105,11.016560528057575,0.772909757107796,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
55,0.0,0.0,1098.0,55.0,11.0,1098.0,0.10000000000000002,5.078631871097206,5.078631871097206,0.0,,,,,,,,,,,,,,,,1.392012819471727,1.8897052138959152,4.975263091874053,-0.5378117293329397,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
56,0.0,0.0,1122.0,56.0,24.0,1122.0,0.10000000000000002,21.86121000097073,21.86121000097073,0.0,,,,,,,,,,,,,,,,10.661360092062765,5.525717847902422,19.49745816048048,1.0557341783730845,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
57,0.0,0.0,1141.0,57.0,19.0,1141.0,0.10000000000000002,18.159016785299013,18.159016785299013,0.0,,,,,,,,,,,,,,,,8.748860255183118,4.8475751421396485,16.663367006883043,0.7368998844135463,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
58,0.0,0.0,1161.0,58.0,20.0,1161.0,0.10000000000000002,19.165803404089388,19.165803404089388,0.0,,,,,,,,,,,,,,,,9.828829617917103,4.735220205227279,17.373775232834305,1.034533160531857,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
59,0.0,0.0,1190.0,59.0,29.0,1190.0,0.10000000000000002,27.091400013995727,27.091400013995727,0.0,,,,,,,,,,,,,,,,12.838766535440818,6.686929099972846,23.60419971587665,1.0265148791235892,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
60,0.0,0.0,1200.0,60.0,10.0,1200.0,0.10000000000000002,7.892452904603392,7.892452904603392,0.0,,,,,,,,,,,,,,,,4.082758060807953,2.215548461544504,7.5597748469925214,0.6621030278773795,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
61,0.0,0.0,1215.0,61.0,15.0,1215.0,0.10000000000000002,9.119551822352092,9.119551822352092,0.0,,,,,,,,,,,,,,,,3.921077568533888,2.5812470388657127,8.617565845527281,0.3872330964361056,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
62,0.0,0.0,1235.0,62.0,20.0,1235.0,0.10000000000000002,20.637913196911803,20.637913196911803,0.0,,,,,,,,,,,,,,,,10.489071691514075,5.4180062728454645,18.727372584453512,1.1017094198650903,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
63,0.0,0.0,1257.0,63.0,22.0,1257.0,0.10000000000000002,6.85539247079787,6.85539247079787,0.0,,,,,,,,,,,,,,,,0.007306441442825657,3.169909198726963,6.923015205737827,-3.1336851663989544,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
64,0.0,0.0,1294.0,64.0,37.0,1294.0,0.10000000000000002,45.140665810659286,45.140665810659286,0.0,,,,,,,,,,,,,,,,22.00703164852951,11.160695452748882,37.37178191990238,1.1752269614772226,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
65,0.0,0.0,1303.0,65.0,9.0,1303.0,0.10000000000000002,6.348992451895113,6.348992451895113,0.0,,,,,,,,,,,,,,,,2.9260269264781784,1.87943987028694,6.1471212409212885,0.4108920968809851,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
66,0.0,0.0,1312.0,66.0,9.0,1312.0,0.10000000000000002,6.439052554599576,6.439052554599576,0.0,,,,,,,,,,,,,,,,2.9510281178350084,1.8993891937312448,6.235818206054975,0.35321867245089505,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
67,0.0,0.0,1327.0,67.0,15.0,1327.0,0.10000000000000002,10.954569254677338,10.954569254677338,0.0,,,,,,,,,,,,,,,,4.805178592124543,3.2540614152868867,10.337164106927936,0.23468351065187185,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
68,0.0,0.0,1339.0,68.0,12.0,1339.0,0.10000000000000002,9.192447920707409,9.192447920707409,0.0,,,,,,,,,,,,,,,,4.417205644868665,2.5795511266046414,8.749882063962799,0.5659827680911755,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
69,0.0,0.0,1355.0,69.0,16.0,1355.0,0.10000000000000002,12.025948022999875,12.025948022999875,0.0,,,,,,,,,,,,,,,,5.675503609302722,3.1530550284362566,11.230169136880246,0.6231071353611893,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
70,0.0,0.0,1379.0,70.0,24.0,1379.0,0.10000000000000002,25.49146239722877,25.49146239722877,0.0,,,,,,,,,,,,,,,,12.586273072906218,6.822965275372558,22.697734201748748,0.8249999155271395,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
71,0.0,0.0,1394.0,71.0,15.0,1394.0,0.10000000000000002,6.765012388121806,6.765012388121806,0.0,,,,,,,,,,,,,,,,2.212763299893312,2.0893256282746164,6.498078679937182,0.1089523182317508,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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111,1.0,0.0,44.0,2.0,21.0,2099.0,0.10000000000000002,12.299018405845239,12.299018405845239,0.0,,,,,,,,,,,,,,,,4.278509076210681,3.657529591990363,11.515688383677773,0.18932987509863444,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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122,1.0,0.0,269.0,13.0,9.0,2324.0,0.10000000000000002,5.98706547213608,5.98706547213608,0.0,,,,,,,,,,,,,,,,2.9848714104085183,1.6239350090913307,5.77618893454476,0.6089896736568454,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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126,1.0,0.0,359.0,17.0,18.0,2414.0,0.10000000000000002,19.029647131606065,19.029647131606065,0.0,,,,,,,,,,,,,,,,9.793044420332071,5.069104413999787,17.44131225853161,1.1078955836360538,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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129,1.0,0.0,411.0,20.0,18.0,2466.0,0.10000000000000002,20.05153848786981,20.05153848786981,0.0,,,,,,,,,,,,,,,,10.87662147085616,4.997020365238192,18.276511740520906,1.3905472544637405,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
130,1.0,0.0,424.0,21.0,13.0,2479.0,0.10000000000000002,10.006107906462818,10.006107906462818,0.0,,,,,,,,,,,,,,,,4.5092098211850935,2.9096753498542043,9.515061242130054,0.36966934726842404,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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132,1.0,0.0,484.0,23.0,13.0,2539.0,0.10000000000000002,7.81674951315192,7.81674951315192,0.0,,,,,,,,,,,,,,,,3.652737556186664,2.1065627471950834,7.4160541725733875,0.4254211838196963,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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134,1.0,0.0,538.0,25.0,20.0,2593.0,0.10000000000000002,8.856402765432572,8.856402765432572,0.0,,,,,,,,,,,,,,,,2.5932509519661378,2.8672194859138416,8.42197229801954,-0.7309054566191256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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200,2.0,0.0,470.0,7.0,146.0,4607.0,0.10000000000000002,240.6303310944729,240.6303310944729,0.0,,,,,,,,,,,,,,,,85.93838245594097,32.062831614174065,118.18583070666892,3.266247387615912,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
201,2.0,0.0,532.0,8.0,62.0,4669.0,0.10000000000000002,33.11438902102694,33.11438902102694,0.0,,,,,,,,,,,,,,,,11.981278879255203,6.48930458026119,25.945450622109817,0.4636971305483772,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
202,2.0,0.0,594.0,9.0,62.0,4731.0,0.10000000000000002,55.34995477107401,55.34995477107401,0.0,,,,,,,,,,,,,,,,24.579500319594914,11.62094124273854,40.5158228009345,0.7615373323551681,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
203,2.0,0.0,714.0,10.0,120.0,4851.0,0.10000000000000002,165.35876444562416,165.35876444562416,0.0,,,,,,,,,,,,,,,,62.24471828719414,29.460767582149302,91.64481767032714,0.7479520655324677,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
204,2.0,0.0,801.0,11.0,87.0,4938.0,0.10000000000000002,96.14995769202595,96.14995769202595,0.0,,,,,,,,,,,,,,,,39.19476849040695,16.799276928950473,62.67728192461802,1.1710807160977008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
205,2.0,0.0,876.0,12.0,75.0,5013.0,0.10000000000000002,136.29930037006116,136.29930037006116,0.0,,,,,,,,,,,,,,,,62.46342904795196,25.740982492154497,90.3552813980779,2.753767725210788,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
206,2.0,0.0,924.0,13.0,48.0,5061.0,0.10000000000000002,69.41399980107735,69.41399980107735,0.0,,,,,,,,,,,,,,,,32.18125550020974,17.83150612932731,54.51211834442087,1.1356114158201869,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
207,2.0,0.0,964.0,14.0,40.0,5101.0,0.10000000000000002,52.71567511362046,52.71567511362046,0.0,,,,,,,,,,,,,,,,25.28552779974972,13.007591924989462,43.03178181183896,1.2221697106610576,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
208,2.0,0.0,999.0,15.0,35.0,5136.0,0.10000000000000002,58.246049565494936,58.246049565494936,0.0,,,,,,,,,,,,,,,,30.706754696382276,14.027553511009195,47.978470122991034,2.1211950044505303,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
209,2.0,0.0,1016.0,16.0,17.0,5153.0,0.10000000000000002,11.620524494655845,11.620524494655845,0.0,,,,,,,,,,,,,,,,4.6864681270196655,3.3765208454315894,10.933156477840907,0.13296150535935713,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
210,2.0,0.0,1040.0,17.0,24.0,5177.0,0.10000000000000002,12.32376763715651,12.32376763715651,0.0,,,,,,,,,,,,,,,,4.586298415595559,3.053525952038881,11.336420219609675,0.5291160237436374,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
211,2.0,0.0,1096.0,18.0,56.0,5233.0,0.10000000000000002,97.95148512147664,97.95148512147664,0.0,,,,,,,,,,,,,,,,46.105137261747856,22.91247058944397,72.8612204594927,1.8776495895322958,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
212,2.0,0.0,1141.0,19.0,45.0,5278.0,0.10000000000000002,52.321253312991026,52.321253312991026,0.0,,,,,,,,,,,,,,,,24.11515846481178,13.106353326498056,41.88831515537953,0.7204810794963584,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
213,2.0,0.0,1173.0,20.0,32.0,5310.0,0.10000000000000002,33.825046571123984,33.825046571123984,0.0,,,,,,,,,,,,,,,,16.002366146338552,8.839495962514762,28.994231721510754,0.6067834286567454,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
214,2.0,0.0,1240.0,21.0,67.0,5377.0,0.10000000000000002,111.31443663369645,111.31443663369645,0.0,,,,,,,,,,,,,,,,51.591011261687285,22.22398513278965,77.52369604885446,1.9832567868147133,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
215,2.0,0.0,1298.0,22.0,58.0,5435.0,0.10000000000000002,65.8489822553289,65.8489822553289,0.0,,,,,,,,,,,,,,,,30.758510580681172,13.816264429818974,48.49398597831698,1.2754535886178924,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
216,2.0,0.0,1341.0,23.0,43.0,5478.0,0.10000000000000002,62.615452074470646,62.615452074470646,0.0,,,,,,,,,,,,,,,,30.399105930784067,15.329768417897395,50.04427931740757,1.345355016532476,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
217,2.0,0.0,1358.0,24.0,17.0,5495.0,0.10000000000000002,19.11339112352588,19.11339112352588,0.0,,,,,,,,,,,,,,,,10.013935121296656,5.0828598851063935,17.586891063540847,1.0465083447698411,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
218,2.0,0.0,1441.0,25.0,83.0,5578.0,0.10000000000000002,142.65604168797503,142.65604168797503,0.0,,,,,,,,,,,,,,,,59.83035883282198,30.18800058637764,94.22215536058486,1.2141620442982128,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
219,2.0,0.0,1538.0,26.0,97.0,5675.0,0.10000000000000002,163.5463992932871,163.5463992932871,0.0,,,,,,,,,,,,,,,,68.90497487503634,27.463842156131463,97.85180614077842,2.7893102416611377,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
220,2.0,0.0,1648.0,27.0,110.0,5785.0,0.10000000000000002,184.25490718367863,184.25490718367863,0.0,,,,,,,,,,,,,,,,71.28694314418452,32.204054574927106,107.91934008620588,2.3230394484480703,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
221,2.0,0.0,1690.0,28.0,42.0,5827.0,0.10000000000000002,69.23035518003701,69.23035518003701,0.0,,,,,,,,,,,,,,,,33.43938604636525,17.61687540833673,55.74324549551875,1.4188109006995508,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
222,2.0,0.0,1729.0,29.0,39.0,5866.0,0.10000000000000002,35.48273582336297,35.48273582336297,0.0,,,,,,,,,,,,,,,,15.942163143386527,8.62088186982712,29.56090120953759,0.4867941636080534,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
223,2.0,0.0,1812.0,30.0,83.0,5949.0,0.10000000000000002,146.88038324296778,146.88038324296778,0.0,,,,,,,,,,,,,,,,61.471980086499634,28.700344805542112,97.54937654584428,2.3297491752799613,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
224,2.0,0.0,1846.0,31.0,34.0,5983.0,0.10000000000000002,44.41288802906684,44.41288802906684,0.0,,,,,,,,,,,,,,,,22.25029566502716,10.815701835310984,37.21998737672485,1.4988001284589754,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
225,2.0,0.0,1860.0,32.0,14.0,5997.0,0.10000000000000002,13.14793414884857,13.14793414884857,0.0,,,,,,,,,,,,,,,,6.916760351067513,3.497940940741378,12.302613838079916,0.9350535416681202,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,