coach/rl_coach/traces/Mujoco_ClippedPPO_hopper/trace.csv

1	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
2	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
3	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
4	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
5	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
6	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
7	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
8	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
9	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
10	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
11	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
12	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
13	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
14	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
15	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
16	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
17	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
18	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
19	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
20	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
21	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
22	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
23	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
24	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
25	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
26	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
27	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
28	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
29	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
30	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
31	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
32	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
33	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
34	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
35	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
36	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
37	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
38	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
39	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
40	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
41	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
42	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
43	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
44	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
45	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
46	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
47	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
48	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
49	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
50	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
51	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
52	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
53	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
54	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
55	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
56	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
57	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
58	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
59	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
60	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
61	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
62	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
63	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
64	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
65	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
66	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
67	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
68	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
69	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
70	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
71	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
72	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
73	72	0.0	0.0	1436.0	72.0	20.0	1436.0	0.10000000000000002	17.384489962367702	17.384489962367702	0.0																7.967358749398406	4.702957860799756	15.950523446957595	0.6078861055155879
74	73	0.0	0.0	1445.0	73.0	9.0	1445.0	0.10000000000000002	5.835289612203806	5.835289612203806	0.0																2.4796214388748705	1.8211363999820716	5.668811800712191	0.140106118664928
75	74	0.0	0.0	1471.0	74.0	26.0	1471.0	0.10000000000000002	20.46395204246944	20.46395204246944	0.0																8.910243383615132	5.444034379368997	18.330594709827775	0.5834422634304248
76	75	0.0	0.0	1479.0	75.0	8.0	1479.0	0.10000000000000002	4.826339923413147	4.826339923413147	0.0																1.9920867406333085	1.5348227696070451	4.714114125416648	0.17526867797343987
77	76	0.0	0.0	1492.0	76.0	13.0	1492.0	0.10000000000000002	12.933874458518133	12.933874458518133	0.0																6.6557103400605975	3.4924720668379265	12.190537489202276	0.9337175954422318
78	77	0.0	0.0	1517.0	77.0	25.0	1517.0	0.10000000000000002	11.035833010907789	11.035833010907789	0.0																3.09214703125682	3.1611348874329432	10.366460861710694	-0.03971645314031613
79	78	0.0	0.0	1528.0	78.0	11.0	1528.0	0.10000000000000002	8.890610009550882	8.890610009550882	0.0																4.508912764608957	2.3747709075195576	8.479423843882719	0.8538896995280062
80	79	0.0	0.0	1547.0	79.0	19.0	1547.0	0.10000000000000002	17.14293316055107	17.14293316055107	0.0																7.766995166664348	4.889967294476635	15.82545866554024	0.3668927868072715
81	80	0.0	0.0	1569.0	80.0	22.0	1569.0	0.10000000000000002	15.266212107125584	15.266212107125584	0.0																6.119416993080884	4.267499643393763	14.060545826916954	0.3730239127535702
82	81	0.0	0.0	1594.0	81.0	25.0	1594.0	0.10000000000000002	25.9801608562926	25.9801608562926	0.0																12.71558151614216	6.650398219581349	23.031581290158638	1.109918172254286
83	82	0.0	0.0	1605.0	82.0	11.0	1605.0	0.10000000000000002	8.546824162744457	8.546824162744457	0.0																4.195495611418141	2.4194192152612675	8.166989540897438	0.6249783474868086
84	83	0.0	0.0	1642.0	83.0	37.0	1642.0	0.10000000000000002	44.91870086778715	44.91870086778715	0.0																20.85703354140579	11.737573194350045	37.577372179259584	0.7022659798906055
85	84	0.0	0.0	1662.0	84.0	20.0	1662.0	0.10000000000000002	11.458520830337587	11.458520830337587	0.0																3.9384181710307113	3.4206857419281667	10.778623430435793	0.11211280048017178
86	85	0.0	0.0	1674.0	85.0	12.0	1674.0	0.10000000000000002	9.538062620065904	9.538062620065904	0.0																4.455227428779555	2.7431533047060017	9.09437911981046	0.4265276748459371
87	86	0.0	0.0	1707.0	86.0	33.0	1707.0	0.10000000000000002	27.238934248699664	27.238934248699664	0.0																11.107048916521077	7.323747431758402	23.811725359846157	0.7044226768822687
88	87	0.0	0.0	1726.0	87.0	19.0	1726.0	0.10000000000000002	14.555926093880803	14.555926093880803	0.0																7.38669104954984	3.5027462946349486	13.285307873198311	1.0228546037521904
89	88	0.0	0.0	1742.0	88.0	16.0	1742.0	0.10000000000000002	11.029221892648382	11.029221892648382	0.0																4.701837805471773	3.1842568023033366	10.380735195730194	0.4618107543863368
90	89	0.0	0.0	1773.0	89.0	31.0	1773.0	0.10000000000000002	15.62730192103996	15.62730192103996	0.0																4.815082199776042	4.854691786872223	14.277400443544831	-0.8316850909511628
91	90	0.0	0.0	1788.0	90.0	15.0	1788.0	0.10000000000000002	12.84430804648568	12.84430804648568	0.0																6.207028115568169	3.4667741504769816	12.033589726414599	0.8432951091962093
92	91	0.0	0.0	1798.0	91.0	10.0	1798.0	0.10000000000000002	7.002268687414218	7.002268687414218	0.0																3.3657532672993558	1.9117310486102064	6.7330235966507885	0.5755939047020436
93	92	0.0	0.0	1810.0	92.0	12.0	1810.0	0.10000000000000002	10.788193722017636	10.788193722017636	0.0																5.6796172884945175	2.8460118950911153	10.208726916563931	0.9981020915438384
94	93	0.0	0.0	1826.0	93.0	16.0	1826.0	0.10000000000000002	8.875841689112129	8.875841689112129	0.0																2.9729376655770565	2.8126354527884705	8.48502188143414	0.07519268697630074
95	94	0.0	0.0	1835.0	94.0	9.0	1835.0	0.10000000000000002	6.154767326902146	6.154767326902146	0.0																2.9323101548554247	1.7639186742648492	5.950363043399148	0.4835255943586286
96	95	0.0	0.0	1846.0	95.0	11.0	1846.0	0.10000000000000002	7.40631604556795	7.40631604556795	0.0																3.2012129515122294	2.190176997307068	7.1254369908097015	0.3109780211780136
97	96	0.0	0.0	1856.0	96.0	10.0	1856.0	0.10000000000000002	8.26953187657909	8.26953187657909	0.0																4.246766487279315	2.3154892309951878	7.924096189748644	0.6573229965539558
98	97	0.0	0.0	1884.0	97.0	28.0	1884.0	0.10000000000000002	10.58346245216179	10.58346245216179	0.0																1.2893974210427144	4.280610296482385	10.325688054818007	-3.2694514327289164
99	98	0.0	0.0	1913.0	98.0	29.0	1913.0	0.10000000000000002	32.36672870853443	32.36672870853443	0.0																15.888970497382248	7.934187230510785	28.039320468983412	1.390922668650142
100	99	0.0	0.0	1929.0	99.0	16.0	1929.0	0.10000000000000002	14.54335784349018	14.54335784349018	0.0																7.244736973976513	3.914590818505627	13.519393866317106	0.6706866186987529
101	100	0.0	0.0	1940.0	100.0	11.0	1940.0	0.10000000000000002	8.0947240358199	8.0947240358199	0.0																3.8812756141434983	2.2939021664599006	7.74523607905466	0.5155746856351084
102	101	0.0	0.0	1961.0	101.0	21.0	1961.0	0.10000000000000002	5.400159114849916	5.400159114849916	0.0																-0.38865177056172995	2.52764394002552	5.537147461280685	-2.603796133669126
103	102	0.0	0.0	1974.0	102.0	13.0	1974.0	0.10000000000000002	10.107465282605805	10.107465282605805	0.0																4.649074774000941	2.9552308109412886	9.599076325238062	0.4281250288076143
104	103	0.0	0.0	1990.0	103.0	16.0	1990.0	0.10000000000000002	9.992048763872337	9.992048763872337	0.0																3.513498855671678	3.297891905463291	9.525140350469561	-0.35231005101666835
105	104	0.0	0.0	1998.0	104.0	8.0	1998.0	0.10000000000000002	5.180456764278941	5.180456764278941	0.0																2.4036799445654826	1.5417478114895102	5.038547847185557	0.34899695805530623
106	105	0.0	0.0	2007.0	105.0	9.0	2007.0	0.10000000000000002	5.539613342286696	5.539613342286696	0.0																2.4611228313645204	1.6500311629462845	5.371830593397868	0.36865747343494776
107	106	0.0	0.0	2020.0	106.0	13.0	2020.0	0.10000000000000002	11.180835359653463	11.180835359653463	0.0																5.742820879420811	3.011229833544088	10.539665298311869	0.7917262767024548
108	107	0.0	0.0	2028.0	107.0	8.0	2028.0	0.10000000000000002	6.280289047447113	6.280289047447113	0.0																3.281595059461221	1.7286958809620976	6.0785469118082975	0.7342112054479458
109	108	0.0	0.0	2044.0	108.0	16.0	2044.0	0.10000000000000002	14.296439211453318	14.296439211453318	0.0																6.746310552640892	3.9375634111357183	13.350534871748257	0.6318065345876912
110	109	1.0	0.0	0.0	0.0	11.0	2055.0	0.10000000000000002	8.998083530922493	8.998083530922493	0.0				17.182010000000002	6.2616973	28.021266999999998	8.095279					12.5532875	1.9569716000000001	18.833412	7.058269999999999	4.217418835757403	2.542365560001704	8.620371170696139	0.7423648934551673	4.192645	0.0	4.192645	4.192645	-1.7979670199282344e-16	1.0	3.8179588210216786	-1.807754956639581	-0.009333038	0.19928707	0.7828531	-0.4853198	34.387505	12.514509	56.047676	16.224257	-0.023483114	0.009042069	-0.0051451568	-0.033698816	6.003417467209934	4.783858552769055	24.33328741488423	-2.6937100492367643	0.028951496	0.0	0.028951496	0.028951496	1.0050539	0.14167307	2.0745384999999996	0.38664190000000004	1.0048996	0.10857668	1.1997954	0.8002045999999999
111	110	1.0	0.0	23.0	1.0	23.0	2078.0	0.10000000000000002	30.517729219752823	30.517729219752823	0.0																15.680461088533733	8.029447020127469	27.18305370645459	1.4469228016710498
112	111	1.0	0.0	46.0	2.0	23.0	2101.0	0.10000000000000002	13.331581609310415	13.331581609310415	0.0																4.740883329805243	3.745430618410442	12.364826710560815	0.34879738480050354
113	112	1.0	0.0	60.0	3.0	14.0	2115.0	0.10000000000000002	7.712579358560195	7.712579358560195	0.0																2.5599636721411554	2.5286343528548563	7.42846913581862	-0.1498812771034521
114	113	1.0	0.0	116.0	4.0	56.0	2171.0	0.10000000000000002	65.74936537143563	65.74936537143563	0.0																30.855663131633808	14.656997746377087	48.9597919370916	1.3937981549187326
115	114	1.0	0.0	131.0	5.0	15.0	2186.0	0.10000000000000002	13.339409681464614	13.339409681464614	0.0																6.855252932798471	3.5913761732057257	12.435476506610954	0.7343457594669085
116	115	1.0	0.0	146.0	6.0	15.0	2201.0	0.10000000000000002	6.738149152015405	6.738149152015405	0.0																2.038492968932516	2.101207665971443	6.4973486936116425	-0.01972159142177168
117	116	1.0	0.0	184.0	7.0	38.0	2239.0	0.10000000000000002	48.76198071126106	48.76198071126106	0.0																23.48597780669225	11.705623132934484	40.23970620678585	1.5325587687985769
118	117	1.0	0.0	196.0	8.0	12.0	2251.0	0.10000000000000002	11.239459142271784	11.239459142271784	0.0																5.9340705553340385	3.093509288729384	10.633707753163334	0.9318741309296736
119	118	1.0	0.0	216.0	9.0	20.0	2271.0	0.10000000000000002	10.761579756024142	10.761579756024142	0.0																4.304511753119337	2.975974247861085	10.000684247879065	0.14127459716722765
120	119	1.0	0.0	233.0	10.0	17.0	2288.0	0.10000000000000002	14.562758401510086	14.562758401510086	0.0																7.4079730738097735	3.750141916420301	13.437780786830725	0.8753684411713736
121	120	1.0	0.0	260.0	11.0	27.0	2315.0	0.10000000000000002	10.964563161388519	10.964563161388519	0.0																2.144854639351172	4.288265683357508	10.490355968448178	-2.4962853517395227
122	121	1.0	0.0	269.0	12.0	9.0	2324.0	0.10000000000000002	6.0624609255537685	6.0624609255537685	0.0																3.0328800521749213	1.6404693723864232	5.847981536220226	0.6253603757516655
123	122	1.0	0.0	286.0	13.0	17.0	2341.0	0.10000000000000002	10.917329787142458	10.917329787142458	0.0																3.9234867130456426	3.4889950846118	10.353875803964339	0.048723784603827806
124	123	1.0	0.0	295.0	14.0	9.0	2350.0	0.10000000000000002	6.746510578815743	6.746510578815743	0.0																3.396915900738551	1.8895819315587443	6.5058466138881546	0.5564643818505068
125	124	1.0	0.0	344.0	15.0	49.0	2399.0	0.10000000000000002	57.04265193184391	57.04265193184391	0.0																25.751327251030787	13.635304203173302	44.87323391801901	0.8776728421018929
126	125	1.0	0.0	358.0	16.0	14.0	2413.0	0.10000000000000002	10.74290165903244	10.74290165903244	0.0																4.861409652333721	3.0494027856029526	10.16394374515729	0.5132642564378779
127	126	1.0	0.0	370.0	17.0	12.0	2425.0	0.10000000000000002	11.263130378249452	11.263130378249452	0.0																5.7478328722891066	3.069359071109396	10.68019235714622	1.0131864034340186
128	127	1.0	0.0	397.0	18.0	27.0	2452.0	0.10000000000000002	23.7886295715664	23.7886295715664	0.0																11.749006229993029	5.736856678413306	20.824644332796247	1.052887085864266
129	128	1.0	0.0	483.0	19.0	86.0	2538.0	0.10000000000000002	86.46814238122192	86.46814238122192	0.0																30.193261644597875	20.300249508783672	61.1130680473411	0.4017856712200224
130	129	1.0	0.0	521.0	20.0	38.0	2576.0	0.10000000000000002	25.42361771941938	25.42361771941938	0.0																10.727551103594747	6.073725944685767	21.56277606065996	0.4951259265125804
131	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
132	131	1.0	0.0	578.0	22.0	34.0	2633.0	0.10000000000000002	41.06287684997472	41.06287684997472	0.0																20.49248245535153	9.873436009957214	34.43983112641937	1.47346697320604
133	132	1.0	0.0	635.0	23.0	57.0	2690.0	0.10000000000000002	29.139653041868247	29.139653041868247	0.0																9.741201887493752	7.089550042372394	23.825422187875546	-0.036406233759888704
134	133	1.0	0.0	647.0	24.0	12.0	2702.0	0.10000000000000002	10.691203151291338	10.691203151291338	0.0																5.578483463939106	2.840318113378518	10.123015288503684	0.9376761928312016
135	134	1.0	0.0	668.0	25.0	21.0	2723.0	0.10000000000000002	20.332595986229247	20.332595986229247	0.0																9.852703064479087	5.225450306037745	18.44800842695821	1.052188106974549
136	135	1.0	0.0	690.0	26.0	22.0	2745.0	0.10000000000000002	12.87481827467732	12.87481827467732	0.0																5.19809936844321	3.614989282675998	11.849733751131124	0.08612913200288126
137	136	1.0	0.0	703.0	27.0	13.0	2758.0	0.10000000000000002	12.648989539487019	12.648989539487019	0.0																6.645849461644897	3.3747667420047733	11.904069807548671	1.0574677563502826
138	137	1.0	0.0	728.0	28.0	25.0	2783.0	0.10000000000000002	30.31866277026966	30.31866277026966	0.0																15.648616894724318	7.71980691120504	26.673240956150075	1.4893167815991692
139	138	1.0	0.0	751.0	29.0	23.0	2806.0	0.10000000000000002	21.620550404947856	21.620550404947856	0.0																10.672092424822704	5.374692202175212	19.359564795190547	1.2628205772999586
140	139	1.0	0.0	786.0	30.0	35.0	2841.0	0.10000000000000002	38.39756924800336	38.39756924800336	0.0																18.528743717486428	8.843398406051833	32.23485752210415	1.6536878038550988
141	140	1.0	0.0	809.0	31.0	23.0	2864.0	0.10000000000000002	15.842106081530433	15.842106081530433	0.0																6.729941833094737	4.021336539372878	14.438605515069332	0.7222211918873332
142	141	1.0	0.0	847.0	32.0	38.0	2902.0	0.10000000000000002	13.053015539811835	13.053015539811835	0.0																3.0045854674747594	3.4029512123205192	12.031588951688313	0.06878181783364168
143	142	1.0	0.0	870.0	33.0	23.0	2925.0	0.10000000000000002	17.27027867164442	17.27027867164442	0.0																7.851290868932952	4.307936262567417	15.620688658373572	0.6941667983607153
144	143	1.0	0.0	904.0	34.0	34.0	2959.0	0.10000000000000002	48.69557152672112	48.69557152672112	0.0																24.22570956648725	12.592336978136926	40.86750532738935	1.461430799202634
145	144	1.0	0.0	932.0	35.0	28.0	2987.0	0.10000000000000002	33.609005160420686	33.609005160420686	0.0																17.272105416798688	8.208458534088647	29.063450145168748	1.284191703206598
146	145	1.0	0.0	947.0	36.0	15.0	3002.0	0.10000000000000002	8.277496824154763	8.277496824154763	0.0																2.998685091013654	2.5053942102744	7.906761677275472	0.16927748654261246
147	146	1.0	0.0	962.0	37.0	15.0	3017.0	0.10000000000000002	12.861393498723965	12.861393498723965	0.0																6.3619367301148175	3.4088391204810846	12.027376756774485	0.7377553011878378
148	147	1.0	0.0	1001.0	38.0	39.0	3056.0	0.10000000000000002	23.11179035277951	23.11179035277951	0.0																9.710535887930382	4.7811115157016815	19.51988015806733	0.7536751987165314
149	148	1.0	0.0	1012.0	39.0	11.0	3067.0	0.10000000000000002	9.847651856520393	9.847651856520393	0.0																5.337075136060106	2.510297580682028	9.354114738943213	1.0412895572710346
150	149	1.0	0.0	1056.0	40.0	44.0	3111.0	0.10000000000000002	64.93691904649157	64.93691904649157	0.0																30.667101764651303	16.357024012496773	51.963024515196935	1.0944366014951687
151	150	1.0	0.0	1075.0	41.0	19.0	3130.0	0.10000000000000002	8.977241748296693	8.977241748296693	0.0																2.445328764822177	2.9131468292450866	8.59861543735402	-0.3214700496444954
152	151	1.0	0.0	1112.0	42.0	37.0	3167.0	0.10000000000000002	11.359973637258614	11.359973637258614	0.0																2.1965185969300403	3.335985254754574	10.65379975393383	-0.7410586314959213
153	152	1.0	0.0	1182.0	43.0	70.0	3237.0	0.10000000000000002	61.18340682200628	61.18340682200628	0.0																25.021780910812026	12.869390575353124	44.10925271155335	0.6729853907750663
154	153	1.0	0.0	1220.0	44.0	38.0	3275.0	0.10000000000000002	45.43903416558954	45.43903416558954	0.0																22.97150692960405	10.533167985033646	37.08066821448486	1.5268475905238392
155	154	1.0	0.0	1238.0	45.0	18.0	3293.0	0.10000000000000002	10.5151208400987	10.5151208400987	0.0																4.316209614624117	2.9197356093417763	9.83656879744076	0.3528150233597883
156	155	1.0	0.0	1263.0	46.0	25.0	3318.0	0.10000000000000002	12.371203174833743	12.371203174833743	0.0																3.321534486764324	4.140353448253938	11.657393488022887	-0.6630513036195838
157	156	1.0	0.0	1301.0	47.0	38.0	3356.0	0.10000000000000002	17.540891321542258	17.540891321542258	0.0																5.696498249718363	4.1772287102802	15.531537360251793	0.3691515978049523
158	157	1.0	0.0	1315.0	48.0	14.0	3370.0	0.10000000000000002	13.858124680879884	13.858124680879884	0.0																7.196904891860043	3.6698873972411272	12.980361612140884	0.9301777307700718
159	158	1.0	0.0	1355.0	49.0	40.0	3410.0	0.10000000000000002	56.952517041329756	56.952517041329756	0.0																27.14176566877527	14.504805516603362	46.56142502406024	1.1743917601645049
160	159	1.0	0.0	1368.0	50.0	13.0	3423.0	0.10000000000000002	8.010984216696034	8.010984216696034	0.0																3.0382210782213215	2.5301096797622904	7.692944925785111	0.13993133147527032
161	160	1.0	0.0	1423.0	51.0	55.0	3478.0	0.10000000000000002	39.495854352361405	39.495854352361405	0.0																15.912887365778234	8.752262171981245	31.05430939513472	0.4737505875900202
162	161	1.0	0.0	1443.0	52.0	20.0	3498.0	0.10000000000000002	18.077852037559328	18.077852037559328	0.0																8.489851648363857	4.883905443406829	16.545335058471267	0.6958121150369008
163	162	1.0	0.0	1481.0	53.0	38.0	3536.0	0.10000000000000002	45.54757311890014	45.54757311890014	0.0																21.351529806863446	11.777148532984542	37.812112921507094	1.110518890160528
164	163	1.0	0.0	1496.0	54.0	15.0	3551.0	0.10000000000000002	9.708479737475297	9.708479737475297	0.0																4.233697317972228	2.826863088898491	9.165075898767133	0.4187270731070541
165	164	1.0	0.0	1510.0	55.0	14.0	3565.0	0.10000000000000002	5.402135687491383	5.402135687491383	0.0																1.9256602605930853	1.468851053064592	5.184387122230658	0.18937121697412346
166	165	1.0	0.0	1538.0	56.0	28.0	3593.0	0.10000000000000002	16.76850552408018	16.76850552408018	0.0																6.268729858304478	4.566991973523365	15.164910266419115	0.3322366526334377
167	166	1.0	0.0	1553.0	57.0	15.0	3608.0	0.10000000000000002	13.972547088032119	13.972547088032119	0.0																7.173579075109205	3.5925340206979537	13.026778006834073	1.0816058869272993
168	167	1.0	0.0	1567.0	58.0	14.0	3622.0	0.10000000000000002	7.940356415479826	7.940356415479826	0.0																2.5756005034336944	2.7563477523295563	7.656335702019299	-0.320523843711656
169	168	1.0	0.0	1600.0	59.0	33.0	3655.0	0.10000000000000002	43.55234810291536	43.55234810291536	0.0																22.187878317253322	11.077883548048623	36.59631137194117	1.3130577732329174
170	169	1.0	0.0	1619.0	60.0	19.0	3674.0	0.10000000000000002	20.21315497661537	20.21315497661537	0.0																10.810115066972683	4.957592274843078	18.342659711000568	1.265594257965467
171	170	1.0	0.0	1628.0	61.0	9.0	3683.0	0.10000000000000002	5.839323772320283	5.839323772320283	0.0																2.78561395952317	1.6501942469194957	5.645069208043632	0.4756918567576784
172	171	1.0	0.0	1639.0	62.0	11.0	3694.0	0.10000000000000002	9.15494556629352	9.15494556629352	0.0																4.60046807967371	2.502486147644215	8.736256643969103	0.7168788339814051
173	172	1.0	0.0	1705.0	63.0	66.0	3760.0	0.10000000000000002	68.19175885220085	68.19175885220085	0.0																26.1564906417065	15.43635521296948	51.44290406936822	0.9475203559066809
174	173	1.0	0.0	1721.0	64.0	16.0	3776.0	0.10000000000000002	14.725028381021275	14.725028381021275	0.0																7.392413430021263	3.8335561911218266	13.67903255779583	0.9540873703019408
175	174	1.0	0.0	1756.0	65.0	35.0	3811.0	0.10000000000000002	36.796534391785045	36.796534391785045	0.0																16.532793775000375	9.659842474317507	31.323289465186786	0.26974421811914223
176	175	1.0	0.0	1789.0	66.0	33.0	3844.0	0.10000000000000002	45.55820823106781	45.55820823106781	0.0																22.882117166525248	11.664858949116905	38.39101976375199	1.4079979878241182
177	176	1.0	0.0	1816.0	67.0	27.0	3871.0	0.10000000000000002	10.72879749289168	10.72879749289168	0.0																2.4558531464049613	3.3747124838731635	10.167391053901355	-0.8550459527184353
178	177	1.0	0.0	1858.0	68.0	42.0	3913.0	0.10000000000000002	56.19057534324386	56.19057534324386	0.0																27.49820895642136	13.54748901193009	45.09225008237057	1.2442832591861208
179	178	1.0	0.0	1924.0	69.0	66.0	3979.0	0.10000000000000002	87.24850623645973	87.24850623645973	0.0																35.08630868843121	19.62704646800621	64.73893182029809	1.3365587914500556
180	179	1.0	0.0	1940.0	70.0	16.0	3995.0	0.10000000000000002	12.71430761098747	12.71430761098747	0.0																6.1771806402821126	3.276402577203994	11.844402735901342	0.8445965304683279
181	180	1.0	0.0	1954.0	71.0	14.0	4009.0	0.10000000000000002	10.569050270548539	10.569050270548539	0.0																4.804189718449723	3.035106006485147	9.996427989864221	0.40862413056133534
182	181	1.0	0.0	1979.0	72.0	25.0	4034.0	0.10000000000000002	27.67594760885548	27.67594760885548	0.0																14.310565963997998	7.3912888086741795	24.341723351369676	0.768043658742202
183	182	1.0	0.0	2040.0	73.0	61.0	4095.0	0.10000000000000002	82.41327379520419	82.41327379520419	0.0																38.75901875034414	16.888174112373733	59.36391147221634	1.7340966596571343
184	183	2.0	0.0	0.0	0.0	13.0	4108.0	0.10000000000000002	10.368774194346576	10.368774194346576	0.0				23.057985000000002	5.506756299999999	37.537420000000004	18.774963					17.509672	8.211561	47.384624	4.882143	5.229276888588383	2.6787637019789456	9.78683656447483	0.7975210512902448	4.142735500000001	0.0	4.142735500000001	4.142735500000001	-6.921994503264492e-18	1.0	2.5645092738710664	-1.6995082612317711	4.5323176	3.2824303999999995	10.139291	-6.431014	46.148483	11.006638	75.08657	37.586009999999995	-0.032512117	0.007136767	-0.0117305275	-0.036559045	11.087323204493362	8.528771963837483	31.318394228862353	-3.1803942845104523	0.01922286	0.0	0.01922286	0.01922286	0.99570674	0.17348735	1.9252907	0.40087852	0.99488413	0.12874973	1.1993848	0.8006151999999999
185	184	2.0	0.0	28.0	1.0	28.0	4136.0	0.10000000000000002	29.49468629325479	29.49468629325479	0.0																14.58944413544502	7.36122627780517	25.666304985182	1.1540663931852766
186	185	2.0	0.0	83.0	2.0	55.0	4191.0	0.10000000000000002	59.160208713415116	59.160208713415116	0.0																23.37259506640731	15.026169505925587	46.773011542314215	0.4479210529459068
187	186	2.0	0.0	122.0	3.0	39.0	4230.0	0.10000000000000002	48.200889605372616	48.200889605372616	0.0																22.79039805163275	12.139109630348484	39.709731682056415	0.7932916603867595
188	187	2.0	0.0	194.0	4.0	72.0	4302.0	0.10000000000000002	106.16699005545469	106.16699005545469	0.0																49.29815096145907	20.695018363065465	71.38618319515568	2.2611528163403367
189	188	2.0	0.0	271.0	5.0	77.0	4379.0	0.10000000000000002	83.11404308203551	83.11404308203551	0.0																31.146174152523393	19.64214719454424	59.7287767521136	0.12078316249052062
190	189	2.0	0.0	324.0	6.0	53.0	4432.0	0.10000000000000002	75.52669856631552	75.52669856631552	0.0																34.0509637381774	18.39751530837912	58.06029069200147	1.106562580991518
191	190	2.0	0.0	425.0	7.0	101.0	4533.0	0.10000000000000002	150.91883126540662	150.91883126540662	0.0																62.61196100176177	25.656281809814878	88.64385677784634	2.525402700688183
192	191	2.0	0.0	477.0	8.0	52.0	4585.0	0.10000000000000002	46.086358161773745	46.086358161773745	0.0																20.577591944584704	9.818546624790633	35.74344479857544	1.0231119701147011
193	192	2.0	0.0	606.0	9.0	129.0	4714.0	0.10000000000000002	195.7769236871487	195.7769236871487	0.0																71.54759114618527	28.080752172372442	105.92670932693727	2.2773793464854943
194	193	2.0	0.0	640.0	10.0	34.0	4748.0	0.10000000000000002	26.60138535276179	26.60138535276179	0.0																11.774353590034494	6.1165139936661586	22.82636882035359	0.8761614910618111
195	194	2.0	0.0	709.0	11.0	69.0	4817.0	0.10000000000000002	102.66420476591951	102.66420476591951	0.0																47.77744612250054	20.306835150202264	70.40178478928695	1.961425560345592
196	195	2.0	0.0	744.0	12.0	35.0	4852.0	0.10000000000000002	45.48772020892103	45.48772020892103	0.0																22.0542048070126	12.052243177983836	38.150251036834966	1.0794913194107028
197	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
198	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
199	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
200	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
201	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
202	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
203	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
204	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
205	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
206	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
207	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
208	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
209	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
210	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
211	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
212	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
213	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
214	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
215	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
216	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