coach/rl_coach/traces/Mujoco_DDPG_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	Q/Mean	Q/Stdev	Q/Max	Q/Min	TD targets/Mean	TD targets/Stdev	TD targets/Max	TD targets/Min	actions/Mean	actions/Stdev	actions/Max	actions/Min
2	1	0.0	1.0	21.0	1.0	21.0	21.0	0.0			0.0																12.187400219010689	6.02351826655486	21.100796003969286	1.1868537456907968
3	2	0.0	1.0	37.0	2.0	16.0	37.0	0.0			0.0																3.003888307749301	2.849757035873516	8.391397533459859	-0.2587612435243969
4	3	0.0	1.0	55.0	3.0	18.0	55.0	0.0			0.0																2.6786651393191905	2.709529829273535	8.321805201307981	-0.07569710079796449
5	4	0.0	1.0	74.0	4.0	19.0	74.0	0.0			0.0																4.090034225181489	3.206023887752558	10.509288520018028	0.2839392848619814
6	5	0.0	1.0	88.0	5.0	14.0	88.0	0.0			0.0																7.165552231645576	3.66404512761854	13.023131858630245	1.0091819839290892
7	6	0.0	1.0	112.0	6.0	24.0	112.0	0.0			0.0																10.731327473573936	6.126399979113884	20.66145903199017	0.6910095956009107
8	7	0.0	1.0	145.0	7.0	33.0	145.0	0.0			0.0																10.670220549370404	6.992963119278488	22.791842039974323	0.6562351823457857
9	8	0.0	1.0	167.0	8.0	22.0	167.0	0.0			0.0																7.034768970898434	4.2612714860199965	14.403915706302536	0.43413773599091454
10	9	0.0	1.0	178.0	9.0	11.0	178.0	0.0			0.0																3.2858887156780807	2.149648869827323	7.094473602960945	0.4210087564578482
11	10	0.0	1.0	200.0	10.0	22.0	200.0	0.0			0.0																9.183232104480675	4.539275364816548	16.905503769460527	0.990589379968938
12	11	0.0	1.0	238.0	11.0	38.0	238.0	0.0			0.0																-0.728296248357497	2.843503406090138	7.278563679956515	-3.084433898102376
13	12	0.0	1.0	253.0	12.0	15.0	253.0	0.0			0.0																5.281899590152262	3.4292806305171983	10.980604851900196	0.3588793322181785
14	13	0.0	1.0	273.0	13.0	20.0	273.0	0.0			0.0																8.265360232072668	4.473821209647469	15.469151456358226	0.8284490732033831
15	14	0.0	1.0	315.0	14.0	42.0	315.0	0.0			0.0																3.7169679168738905	4.6969997996313895	13.794534422051694	-2.4982641667979366
16	15	0.0	1.0	331.0	15.0	16.0	331.0	0.0			0.0																3.0898727857551376	2.9049257439094567	8.565105518472505	-0.05003811602960236
17	16	0.0	1.0	351.0	16.0	20.0	351.0	0.0			0.0																5.36378646563099	4.1843651416896765	13.056558519040433	0.2238201527097113
18	17	0.0	1.0	385.0	17.0	34.0	385.0	0.0			0.0																20.957413390494548	10.410960745680466	35.285247617948336	1.3324838701860773
19	18	0.0	1.0	410.0	18.0	25.0	410.0	0.0			0.0																4.768713496015011	4.2546875470428835	13.23091237762408	-0.03728525471663438
20	19	0.0	1.0	430.0	19.0	20.0	430.0	0.0			0.0																4.243544948189639	3.1829084340750224	10.463008170708637	0.2560064309751019
21	20	0.0	1.0	453.0	20.0	23.0	453.0	0.0			0.0																8.39578702105708	4.9304280066001365	16.88033162644948	0.6902976401978613
22	21	0.0	1.0	504.0	21.0	51.0	504.0	0.0			0.0																34.67041186134166	15.79179653210366	55.278843848029176	1.8660872018853305
23	22	0.0	1.0	513.0	22.0	9.0	513.0	0.0			0.0																2.765737819851736	1.6157452380121706	5.600887976291928	0.4710101671689164
24	23	0.0	1.0	530.0	23.0	17.0	530.0	0.0			0.0																5.342586169660524	3.5972282755401066	11.655314464587386	0.3127874388970675
25	24	0.0	1.0	549.0	24.0	19.0	549.0	0.0			0.0																8.616573504545824	4.940194508984817	16.604117887860678	0.6366099352544409
26	25	0.0	1.0	574.0	25.0	25.0	574.0	0.0			0.0																15.911067682362681	7.353253353556702	26.56173048168582	1.522081240153912
27	26	0.0	1.0	587.0	26.0	13.0	587.0	0.0			0.0																7.643661203836143	3.698659979875989	13.253609904359903	1.3116155132895202
28	27	0.0	1.0	608.0	27.0	21.0	608.0	0.0			0.0																7.214598708769635	4.232832552578322	14.808911142359483	0.6724089199426311
29	28	0.0	1.0	618.0	28.0	10.0	618.0	0.0			0.0																3.641465086860359	1.923509954893601	6.893619465844773	0.6867584148349725
30	29	0.0	1.0	640.0	29.0	22.0	640.0	0.0			0.0																1.9912728918300548	3.6219328413386	9.522160215086034	-1.626644182173712
31	30	0.0	1.0	653.0	30.0	13.0	653.0	0.0			0.0																4.862142798232375	2.5984252326970823	9.374818345311445	0.7763175921468011
32	31	0.0	1.0	668.0	31.0	15.0	668.0	0.0			0.0																3.8194785964432527	3.2361657669765598	9.43777745336668	-0.12561880019859942
33	32	0.0	1.0	687.0	32.0	19.0	687.0	0.0			0.0																10.858865353901095	5.467714525291249	19.06255729692779	1.1493968566031536
34	33	0.0	1.0	707.0	33.0	20.0	707.0	0.0			0.0																6.683532552827747	4.140795929483716	14.121099278363204	0.7130054574672321
35	34	0.0	1.0	730.0	34.0	23.0	730.0	0.0			0.0																1.2268630582094662	2.241282259788747	6.722739252206602	-0.6901768563908945
36	35	0.0	1.0	748.0	35.0	18.0	748.0	0.0			0.0																6.286256038027468	3.8973221567944663	13.20183733089751	0.503174338223436
37	36	0.0	1.0	764.0	36.0	16.0	764.0	0.0			0.0																3.3573850442372417	2.8494186233879786	8.734287888427174	0.03318852071864545
38	37	0.0	1.0	781.0	37.0	17.0	781.0	0.0			0.0																8.642243521126906	4.602981555940215	15.806713949707525	0.8783441449232209
39	38	0.0	1.0	804.0	38.0	23.0	804.0	0.0			0.0																5.992936676704224	4.9118094852302026	14.78543532137616	0.02032559775567266
40	39	0.0	1.0	821.0	39.0	17.0	821.0	0.0			0.0																4.4573018181835655	3.7252330837591963	11.100201818284354	-0.02621473711885151
41	40	0.0	1.0	836.0	40.0	15.0	836.0	0.0			0.0																5.952674664741548	3.409547337997913	11.855037054618707	0.8054827669617615
42	41	0.0	1.0	864.0	41.0	28.0	864.0	0.0			0.0																5.945542951911173	3.953550208304895	14.185861165653131	0.4056613362572218
43	42	0.0	1.0	911.0	42.0	47.0	911.0	0.0			0.0																25.78559302588077	11.97645805821729	41.161582421058384	1.4336418052847115
44	43	0.0	1.0	925.0	43.0	14.0	925.0	0.0			0.0																3.3618055940160465	2.7728234329837167	8.393834599374205	0.0013530244725243694
45	44	0.0	1.0	953.0	44.0	28.0	953.0	0.0			0.0																8.79027733205079	5.618238792296419	18.446762905900407	0.3818928131828495
46	45	0.0	1.0	967.0	45.0	14.0	967.0	0.0			0.0																3.238980276910337	2.6601120128930007	8.129155544131255	0.021636627620762808
47	46	0.0	1.0	1010.0	46.0	43.0	1010.0	0.0			0.0																20.545273063493	10.864811817257529	37.262088456578496	1.1898941819840578
48	47	0.0	1.0	1028.0	47.0	18.0	1028.0	0.0			1.0																4.426845497187627	3.3421840643899823	10.645235083571153	0.15751011649280047
49	48	17.0	0.0	1046.0	48.0	18.0	1046.0	0.0225674379235713	7.9695714843061936	7.9695714843061936	1.0				0.27942345028414445	0.17891911574723898	0.7767346501350403	0.10369380563497543	0.0001	0.0	0.0001	0.0001	1.5668615	0.95574105	3.8271635	0.5749267	1.2933735269732596	3.3102753530097893	7.814913383283843	-2.1835597872294366																					0.36471227	0.18947588	0.64049983	0.008555172	0.74537798408149	0.41416322015229584	1.898933798398391	-0.8663804600939999	-0.1446452772976976	0.4601173763798057	0.9603921928667508	-0.9631913432299036
50	49	29.0	0.0	1058.0	49.0	12.0	1058.0	-0.10830676806251376	2.101100997625669	2.101100997625669	1.0				0.06528177840465849	0.03156485826132872	0.1260046660900116	0.030707137659192082	0.0001	0.0	0.0001	0.0001	0.5428892	0.24085583	0.93257064	0.22322792	-1.2606218730674612	1.7051844955640358	2.275126891306833	-3.1166265407862417																					0.41780972	0.5909166	0.8727917	-0.84100986	0.7171498471075496	0.4545975362347235	1.9004492943597369	-0.8522255365357647	-0.2836179564232684	0.7574582609617567	1.001275714315215	-1.2000393873150008
51	50	42.0	0.0	1071.0	50.0	13.0	1071.0	0.010665640884100077	2.649488031983529	2.649488031983529	0.0				0.015065622826417288	0.003624878747425637	0.02225533127784729	0.010439353063702585	0.0001	0.0	0.0001	0.0001	0.34030375	0.13927041	0.5694127	0.15625627	-0.968914609751178	1.776692623884297	2.803481748738566	-2.858876752350666																					0.1313171	0.8699659	1.0029554	-1.4212171	0.7020732195073113	0.4501621294211269	1.912045590342336	-1.234958914911392	-0.13021810407506704	0.7123138219126537	1.0057898372025595	-0.9266233320539972
52	51	65.0	0.0	1094.0	51.0	23.0	1094.0	0.033809104665206986	1.1457938197790325	1.1457938197790325	1.0				0.0062878388932652105	0.0019414069195436113	0.012668536975979805	0.0038321011234074827	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.2055785	0.10590818	0.4573647	0.08942369	-3.941123868216481	2.800147378149062	2.0729821307765905	-7.422363375393663																					0.29866534	0.6832897	1.1251441	-0.8192619000000001	0.7646679793586872	0.4604493605802745	1.9718140863883649	-1.234958914911392	0.2397534993808355	0.7578548627068961	1.1195846388993345	-0.9917856657546892
53	52	89.0	0.0	1118.0	52.0	24.0	1118.0	-0.033871425796376975	1.789525920814748	1.789525920814748	1.0				0.0039078401219423695	0.0013074977749223634	0.007853144779801369	0.002254385966807604	9.999999999999998e-05	2.7105054312137605e-20	0.0001	0.0001	0.12685536	0.061662838	0.26758346	0.045168099999999996	-3.9204126243413655	2.9573311865748426	2.7580050006633137	-7.102737336112227																					0.08852228	0.8852253000000001	1.1184329	-1.5604924	0.7499209580591565	0.5047621750462502	2.022195469054893	-1.4636688985120505	0.4241495905613365	0.8069117224917177	1.1553112026227648	-1.1095659960066504
54	53	184.0	0.0	1213.0	53.0	95.0	1213.0	-0.018511322578595214	122.50574803563507	122.50574803563507	1.0				0.002814859995232063	0.000733392262689991	0.0053108897991478434	0.001414095750078559	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.14471461	0.06835577	0.39768666	0.040123900000000004	54.61172630421856	19.17938723653581	71.33798792588622	2.4250055321492865																					1.4543751	0.59662133	2.7362627999999996	0.68319577	0.7734797063963864	0.5212855995554779	2.1767433141428385	-1.5221175168695105	0.5420821724414796	0.35409378637226524	1.1621802333036555	-0.20642095220298154
55	54	226.0	0.0	1255.0	54.0	42.0	1255.0	-0.006140815683789378	67.91258265926197	67.91258265926197	1.0				0.002712935305813827	0.0010265368181712872	0.0063211824744939795	0.0013039447367191315	0.0001	0.0	0.0001	0.0001	0.13932455	0.056422195999999994	0.34128347	0.052085362	34.574278683887556	15.482694275899133	53.93069253740325	2.301656935084914																					1.9132413000000001	0.48741670000000004	2.7399247000000004	1.2248194	0.8505125223211479	0.5881368073524952	2.7311075470605095	-1.5565297676863326	0.6762409968619332	0.3969651514602025	1.1309644996940884	0.019700995396287224
56	55	258.0	0.0	1287.0	55.0	32.0	1287.0	0.02599179739995579	52.57087500836015	52.57087500836015	0.0				0.002821025198265429	0.0010556649820487837	0.005614987574517728	0.0014425583649426699	9.999999999999996e-05	4.0657581468206416e-20	0.0001	0.0001	0.14191118	0.049451243	0.26027557	0.052299526	27.88999946741828	12.77230906506558	44.086944625036644	2.095687679649476																					1.9859666	0.5625893	2.9475700000000002	1.2374157	0.9249318555087456	0.6060431652361629	2.8273264807677485	-1.5666570298614158	0.7772030227277926	0.3256122163743466	1.0948093482707293	0.2073754004002424
57	56	284.0	0.0	1313.0	56.0	26.0	1313.0	-0.009336487137829504	44.592024262989646	44.592024262989646	1.0				0.00436494772322476	0.0035384970525365977	0.015719212591648102	0.0015321341343224046	0.0001	0.0	0.0001	0.0001	0.21210839	0.08770456	0.46504813	0.080392115	24.084596788155174	11.566542699316628	38.717201109160904	2.0496391087048518																					2.1189642	0.6664781	2.933456	1.1911416000000001	0.9642229770098316	0.6303846012728631	2.914289428911231	-1.5672771986018867	0.8859907838968665	0.1406188508314853	1.0145391793708358	0.5024547673696509
58	57	307.0	0.0	1336.0	57.0	23.0	1336.0	0.05112914989354292	39.8668712320469	39.8668712320469	1.0				0.004434930859133601	0.002485441928474961	0.013059278018772602	0.0018769828602671625	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.24834904	0.11987507	0.54441017	0.10885524	21.988150497704506	10.401136612700519	35.16120870462106	2.102203929066441																					2.0615208	0.6564094	2.9803607000000003	1.1946411	0.9937605795731655	0.6811090753544267	2.9489399859523995	-1.6035471402349126	0.9580816642535172	0.15810341726077473	1.1243140116068298	0.2928869299784281
59	58	334.0	0.0	1363.0	58.0	27.0	1363.0	-0.01803050546407089	45.55589085455138	45.55589085455138	1.0				0.004021682154136496	0.0021543568330150255	0.0095016248524189	0.0011509578907862306	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.20110902	0.10103982	0.45149463	0.054388475	24.45606937972403	11.676995296067961	39.34621426467261	2.0268609298443967																					2.0293374	0.5432392	2.6472537999999997	1.2445221000000002	1.0460549862582902	0.6710095376187442	2.9998102364158843	-1.621305984431709	0.828533201001727	0.2771136239660335	1.0968686939634458	-0.14469142856145348
60	59	505.0	0.0	1534.0	59.0	171.0	1534.0	-0.08677400788983654	142.4096425409054	142.4096425409054	1.0				0.0068514874588479005	0.004210531688932335	0.025607358664274216	0.001364300143904984	0.0001	0.0	0.0001	0.0001	0.25285348	0.11954073	0.77885395	0.06309045	38.336736245779655	19.24731426715129	77.63012480870928	0.6679960174708072																					1.1329876	0.4745116	2.1763675	0.22906566	1.1280314459257952	0.7522731729542148	3.2809917542553166	-1.781372826272453	0.6793854790512295	0.4966532076231492	1.274404335232986	-0.406830379522547
61	60	1047.0	0.0	2076.0	60.0	542.0	2076.0	0.025212916029159427	569.0305574879525	569.0305574879525	0.0				0.013645224897242571	0.012150200619262964	0.119366854429245	0.0019306889735162254	0.00010000000000000003	2.7105054312137605e-20	0.0001	0.0001	0.33443666	0.17153163	1.5639286000000001	0.058311652	87.7771922697165	25.666621247357376	109.32107198737788	1.1341712121636038																					1.7206706999999999	0.28482047	2.278286	1.0300162	1.4059266072973104	0.8760135172584641	4.296446234307311	-2.322908423119987	0.5517684791158034	0.5861762553123091	1.1855019356250416	-1.0511041587115633
62	61	1099.0	0.0	2128.0	61.0	52.0	2128.0	0.02124693717729686	79.90171096704829	79.90171096704829	1.0				0.021805060744358628	0.015075775297919619	0.06475728750228882	0.004035487771034241	0.00010000000000000002	1.3552527156068802e-20	0.0001	0.0001	0.45100904	0.19461843	0.97787696	0.15304796	37.696011825013045	17.93321552800238	60.90887355357726	2.250381631475687																					2.8107386	0.49183232	3.8238703999999997	1.9104481	1.7227434280606841	0.8395601139103188	4.4271337163523725	-2.3978639771284707	0.535081122330248	0.5236717813686154	1.2885562153630168	-0.8452430080722368
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65	64	1166.0	0.0	2195.0	64.0	23.0	2195.0	0.010428908479073906	40.35883166412216	40.35883166412216	1.0				0.024162033297629518	0.013835805500868648	0.06416398286819458	0.006408160086721182	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.75755954	0.3595633	1.4871761000000001	0.24487178	21.840258396942467	10.763184266079678	35.692497204874115	2.022500183661544																					3.4918425	0.8943371999999999	4.985428	1.9701644	1.8626822497434756	0.9551224843568632	4.604165156912297	-2.485159645253624	0.9797266305457054	0.09729897195156714	1.1923634498683686	0.6541657077418661
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67	66	1211.0	0.0	2240.0	66.0	23.0	2240.0	0.04410122038595513	40.29506337649954	40.29506337649954	1.0				0.0367370197888125	0.035794125020556934	0.16689345240592954	0.004727411083877087	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.5689057	0.3502292	1.7320234	0.19286016	21.793821840460854	10.72956734647869	35.63887308403387	2.0193843356756145																					3.3249907	0.7466673	4.487699500000001	2.0836287000000002	1.9447304109702437	0.9706326296800142	4.680268351125768	-2.5226834489645613	0.960552919124828	0.08767360889776575	1.0920711797307368	0.6908913785280812
68	67	1234.0	0.0	2263.0	67.0	23.0	2263.0	-0.044116428579958976	40.4480404345329	40.4480404345329	1.0				0.026784843193705787	0.02253791774934669	0.0935102105140686	0.005531386472284794	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.47216709999999995	0.19188797	0.8738107	0.14794192	21.83828571196126	10.790006007355396	35.78306537452708	2.0193360695329368																					3.6042414	0.84900206	4.8335023	2.1902703999999997	1.9927918335948769	0.962230243909995	4.753274475343615	-2.286952741020346	0.918300151613605	0.16422127732217598	1.0513727190215725	0.3841419414455143
69	68	1256.0	0.0	2285.0	68.0	22.0	2285.0	-0.02595124571472336	38.65486262662759	38.65486262662759	1.0				0.030622909954261205	0.020333695279536518	0.07937254756689073	0.0068981191143393525	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.46174073	0.21271874	1.1992165000000001	0.23513179999999997	21.100024995680812	10.344210815249596	34.356421340987694	2.034451205154236																					3.641626	0.809579	4.784129	2.131454	2.0244061726664424	0.9937455924693382	4.8317259987093655	-2.57114119189402	0.9142126226181015	0.19245657592421608	1.073071915492766	0.3293423402652537
70	69	1279.0	0.0	2308.0	69.0	23.0	2308.0	-0.031434782857388426	40.466895095624636	40.466895095624636	1.0				0.036911341065371576	0.036558579562749834	0.13106459379196167	0.005640944465994835	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.6287022	0.3239305	1.7901938000000002	0.2253993	21.939742569485787	10.824509886701849	35.7785397016595	2.0220224035473127																					3.4648318	0.7139939000000001	4.313929	2.1433556	2.0233359280964778	1.0568210357081074	4.880059561757627	-2.551303787697479	0.7715881584475307	0.3369060864219428	1.079879089349039	-0.14612758052123534
71	70	1302.0	0.0	2331.0	70.0	23.0	2331.0	-0.05605744309182258	40.15606693521495	40.15606693521495	0.0				0.04328476468270475	0.029620884329395414	0.12435732781887054	0.01462363079190254	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.79222316	0.27178988	1.2879542	0.36667517	21.685938775097853	10.728219669615628	35.523536380749945	2.0026836203106018																					3.5975053	0.7989319	4.937684	2.1092951	2.059202263559665	1.0138131110446762	4.913831506560012	-2.3543331252271167	0.8915334869416017	0.256247389170691	1.1647798095856041	0.14365427319527846
72	71	1328.0	0.0	2357.0	71.0	26.0	2357.0	-0.16673642186950222	45.692811062867314	45.692811062867314	1.0				0.04663997773081064	0.036844844179632234	0.16077831387519834	0.007629622705280782	0.0001	0.0	0.0001	0.0001	0.78513956	0.31208205	1.5629581	0.3360661	24.02896096293254	12.094375161522429	39.843718396469534	1.9890105710141848																					3.6445873	0.74771994	4.804729	2.3135712	2.157463800793428	1.0413260339960042	4.959747749159499	-2.39282626229362	0.7485679597878906	0.3104222382057545	1.0007702142193513	-0.4544196520648373
73	72	1353.0	0.0	2382.0	72.0	25.0	2382.0	0.044498963636957566	44.3241138348368	44.3241138348368	1.0				0.04119505903994044	0.04046326325729095	0.1963880956172943	0.009555470198392868	0.0001	0.0	0.0001	0.0001	0.77397084	0.41955423	1.6415753	0.19672476	23.412404047836727	11.758702433454776	38.8596089119976	1.9922747604772864																					3.6584559999999997	0.7560852	5.083211	2.2403912999999998	2.191538519548093	1.1163464585600082	5.050569391278807	-1.8262531656010847	0.8468418760018838	0.3575289511314267	1.152535644812023	-0.4838206514226831
74	73	1382.0	0.0	2411.0	73.0	29.0	2411.0	-0.04215792956882203	52.17492427581203	52.17492427581203	1.0				0.05821735844282167	0.034559929314112066	0.13015121221542358	0.015217259526252747	9.999999999999998e-05	2.7105054312137605e-20	0.0001	0.0001	1.1995488	0.48897582	2.4868226000000004	0.47382933	26.842539255252262	13.672363567554507	44.8389776684736	1.998776874732376																					3.8401113	0.8344581	5.288879	2.287585	2.202670150974181	1.1066761002578822	5.091242426466437	-2.4529018540962166	0.7414518150509799	0.42916408938679307	1.0436148453397234	-0.7436153902970934
75	74	1417.0	0.0	2446.0	74.0	35.0	2446.0	0.09017035646801146	63.36737514328063	63.36737514328063	1.0				0.053057624328443236	0.03735123521208441	0.17295166850090027	0.009115043096244335	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.73735595	0.48487473	1.9221262	0.24443439	31.197126672422492	16.145373736106222	52.978162432255274	1.9324215782438448																					3.8137163999999997	0.70101094	5.182936	2.2874	2.275574179953611	1.0957607045788942	5.181768636731687	-2.4693379910572	0.7605569723846015	0.493984307441993	1.1465167459197465	-0.7920167071063046
76	75	1455.0	0.0	2484.0	75.0	38.0	2484.0	0.14244769538488505	69.3708572376174	69.3708572376174	0.0				0.046977764524116714	0.03364252107055267	0.13314518332481384	0.008236205205321312	9.999999999999998e-05	2.7105054312137605e-20	0.0001	0.0001	0.5831441999999999	0.28206375	1.2337831	0.13646437	33.95621890114184	17.40637328188877	57.03787278301364	1.9723479139319666																					3.6837013	0.7172695	5.017109400000001	2.3905368	2.2823755496502733	1.1438161787104713	5.266900485346481	-2.7022599379908296	0.6921285123017336	0.5468193203376467	1.1563531898188448	-0.8317278916965034
77	76	1515.0	0.0	2544.0	76.0	60.0	2544.0	-0.03410082524743625	111.16189414548772	111.16189414548772	1.0				0.05654840038742049	0.03549855928406173	0.1690632700920105	0.008795494213700294	0.00010000000000000003	2.7105054312137605e-20	0.0001	0.0001	0.880184	0.50640184	2.3563879	0.18434738	48.32423496028303	25.10678764447755	82.99732643365441	1.833670280442048																					3.5148620000000004	0.80032253	5.601132	2.2786517	2.378477900530126	1.2265276785347103	5.366171594450638	-2.7987167026343	0.6700342511910861	0.5924399419980473	1.150572184402739	-1.0414930594846967
78	77	1555.0	0.0	2584.0	77.0	40.0	2584.0	0.15969032180928974	72.90960499599056	72.90960499599056	1.0				0.0490786139256297	0.04234814865700053	0.210376650094986	0.010304329916834831	9.999999999999998e-05	2.7105054312137605e-20	0.0001	0.0001	0.9923093000000001	0.42656538	2.1868887000000004	0.40900812	34.9489532003058	18.10629602439244	59.52527648067496	1.932000885968196																					4.098918	0.69904256	5.612793	2.3029876	2.474805732005134	1.2133999170641985	5.481415007142607	-2.8410409738363867	0.8025959388955635	0.4914689604345129	1.2500325551746507	-0.7697257253507651
79	78	1641.0	0.0	2670.0	78.0	86.0	2670.0	0.12056851675094432	166.8642095103358	166.8642095103358	1.0				0.06281218237298376	0.05190314303520045	0.2406791001558304	0.008476171642541884	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.96576625	0.55399674	3.0022022999999995	0.19805089	68.04728298903736	30.907804514663855	109.4865256274337	2.3379963895050184																					3.8645928	0.64249563	5.7922263	2.4995353	2.5583030906678865	1.2525341805777808	5.653248597391039	-2.918250066215004	0.7660439240996486	0.6518727228067428	1.3680477668877524	-0.9950514714911172
80	79	1727.0	0.0	2756.0	79.0	86.0	2756.0	-0.07476177630370137	167.3073919175974	167.3073919175974	1.0				0.057142099573769985	0.04430079091534343	0.17970484495162964	0.006826752796769142	0.0001	1.3552527156068802e-20	0.0001	0.0001	0.8900475	0.42864782	2.2479012000000003	0.1776595	69.39708030163733	30.378093344942087	108.86792269589006	2.4234611601340235																					4.3287195999999994	0.63837487	5.6713510000000005	2.5867082999999997	2.662285321962935	1.3277174589691654	5.8733686717249585	-2.9502922071756963	0.7135736454526118	0.6682514482206544	1.2589007826711929	-1.0026430894580542
81	80	1812.0	0.0	2841.0	80.0	85.0	2841.0	0.058317169906862525	164.03558366780908	164.03558366780908	0.0				0.0848059812782421	0.05534360964984279	0.3663920760154724	0.01046844944357872	0.0001	1.3552527156068802e-20	0.0001	0.0001	1.0381072	0.48416817	3.0825028	0.3394962	67.16152056822015	30.463223547457552	108.13633770684082	2.4028754675279296																					4.4176993	0.6318617	5.907473599999999	2.7277598	2.8290834189296943	1.3671422819886203	6.021243930346943	-3.0387790228666915	0.7320297558576911	0.6527819509777738	1.1979475004163045	-0.91551542506366
82	81	1898.0	0.0	2927.0	81.0	86.0	2927.0	0.06748128160331664	170.74296302828043	170.74296302828043	1.0				0.07245105648522868	0.05491995421803198	0.2638333141803741	0.010270019993185995	0.0001	1.3552527156068802e-20	0.0001	0.0001	1.2056059	0.60896266	3.396421	0.36995682	70.69013334061142	31.05376458998159	111.15502371786688	2.462961086430618																					4.564238	0.6782343000000001	6.101554	2.6489347999999997	2.973229223276172	1.4078737273784805	6.197054319423755	-3.0655664481463085	0.7525689725774941	0.6725358219632851	1.1798069461493887	-1.047602434729614
83	82	1984.0	0.0	3013.0	82.0	86.0	3013.0	0.03913968557293603	168.55985174348032	168.55985174348032	1.0				0.07538962855058558	0.05797410606002443	0.32548651099205017	0.011111784726381302	0.0001	1.3552527156068802e-20	0.0001	0.0001	1.2019819999999999	0.5906704	2.9670155	0.3162233	69.22813175372806	30.79701187018564	110.15345309057557	2.4919268329878506																					4.6572347	0.63281095	6.299094	2.7692490000000003	3.1305657665621114	1.4550479340837816	6.344883074116911	-3.1206391729654923	0.7246782812445532	0.6485170898696889	1.1935441272464091	-0.9677416658279137
84	83	2067.0	0.0	3096.0	83.0	83.0	3096.0	-0.013207462254642229	160.98321601709998	160.98321601709998	1.0				0.09121980797499417	0.06929569066229951	0.3641605079174042	0.011815597303211687	0.0001	0.0	0.0001	0.0001	1.1975821000000002	0.58196706	3.8448617	0.27738670000000004	66.16113576822927	30.22080618001437	107.14088215097944	2.49459798511393																					4.7474504	0.6950346	6.597973	2.8952167	3.2278765269385885	1.4969304120561466	6.587534395048782	-3.1799004461111675	0.7114504388270787	0.6486747631509693	1.1466397441080374	-0.9884704325289904
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104	103	3775.0	0.0	4804.0	103.0	86.0	4804.0	-0.005007083992989714	170.28028861871329	170.28028861871329	1.0				0.2253241719787612	0.1842247397446476	0.7116219401359558	0.03086994402110577	0.0001	1.3552527156068802e-20	0.0001	0.0001	3.9817072999999996	1.8711963	10.231001	1.0858241000000002	70.38006384264975	30.976832288291856	110.99840030876649	2.4963952890884333																					7.5713134	1.0839691999999999	9.876182	4.665721400000001	6.118009134096702	2.263543047336572	10.05964180744292	-3.3996234350096435	0.7071968823919359	0.6443229205015409	1.1785568188958049	-0.9636572186357432
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106	105	3947.0	0.0	4976.0	105.0	86.0	4976.0	-0.13204475748460806	169.02792928293508	169.02792928293508	0.0				0.21784657919231584	0.175815393561621	0.7543479800224304	0.02704194933176041	0.0001	1.3552527156068802e-20	0.0001	0.0001	4.37907	2.0647151000000004	10.417831	0.97034085	69.75035263030043	30.726401104346962	110.27405516715395	2.494297371156041																					7.961607000000001	1.1963021999999999	10.729506	5.1029873	6.362693193823171	2.3005784694818927	10.468078193042576	-3.391228871811553	0.6970642752037134	0.6152933983159513	1.0881156089390522	-1.0982689492926876
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110	109	4266.0	0.0	5295.0	109.0	63.0	5295.0	0.014858636091755213	117.32530904975424	117.32530904975424	1.0				0.20060939630193092	0.2483533177285174	1.6017303466796875	0.0197504460811615	0.00010000000000000003	2.7105054312137605e-20	0.0001	0.0001	4.7471375	2.8807112999999998	15.788845000000002	0.8761931000000001	50.175569490007724	26.160235733063818	86.58050532429228	1.816765928306028																					8.208217999999999	0.9726383	10.439785	5.204899	6.955449622285613	2.46015851486819	11.306012924081102	-3.4464701368155133	0.7431817116135894	0.6083652038024886	1.1222496022320485	-0.9131109099732988
111	110	4351.0	0.0	5380.0	110.0	85.0	5380.0	0.04969521388934242	165.29476021884906	165.29476021884906	0.0				0.2996488419317064	0.23588942304942326	1.2819883823394775	0.02281975746154785	0.0001	1.3552527156068802e-20	0.0001	0.0001	5.8298364000000005	2.7246107999999998	15.191792499999998	1.2247384	67.57738771819075	30.80166872220821	108.9663833814965	2.3402494007195447																					8.545482000000002	1.2048047	10.827078	5.307163200000001	7.034920714350447	2.4542192195986	11.522125442249576	-3.4629583193602214	0.7663056548297438	0.6486239003111636	1.2246403265918635	-0.9869795991759208
112	111	4437.0	0.0	5466.0	111.0	86.0	5466.0	0.031169125169714467	172.05171725949245	172.05171725949245	1.0				0.2100211505065946	0.2109674561368224	0.9316430091857909	0.019229654222726825	0.0001	1.3552527156068802e-20	0.0001	0.0001	4.7271996	3.3109381	21.362291	1.0870312	71.36674459348606	31.14516393335987	111.92213779242168	2.543294240433716																					8.71315	1.4912518	11.672219	4.2959733	7.2185916652529585	2.497456877300656	11.706711158130464	-3.4305075912367546	0.7447335179058784	0.6318743663068555	1.1687700180932463	-0.9532429588501158
113	112	4523.0	0.0	5552.0	112.0	86.0	5552.0	0.001902736704031821	168.08145441944274	168.08145441944274	1.0				0.29635968716705546	0.2466014851286207	1.2026561498641968	0.037671908736228936	0.0001	1.3552527156068802e-20	0.0001	0.0001	6.6308646	3.092094	16.94837	1.4926112	69.17925409988283	30.686985275876626	109.8082304062013	2.462418506968933																					8.97189	1.3107514	11.54908	5.5460367	7.350785103732124	2.5485911386368776	11.952836282474802	-3.448164155656303	0.7474277144263436	0.6562182830458663	1.236502128565553	-1.0723131305887348
114	113	4607.0	0.0	5636.0	113.0	84.0	5636.0	0.05438722126109682	164.2558434499499	164.2558434499499	1.0				0.23360652665057816	0.2360471919830447	1.2404298782348633	0.03219173476099968	0.0001	0.0	0.0001	0.0001	5.0415764	2.9978244	15.382968	1.3319442	67.40186267741589	30.616331849867578	108.79924249475506	2.484016818859955																					8.937101	1.2165256000000002	11.265783	5.492772	7.500060528634178	2.559358535696181	12.098460273120699	-3.43363433884494	0.75667862200102	0.6288833949734085	1.1829700157920435	-0.9928727862887208
115	114	4693.0	0.0	5722.0	114.0	86.0	5722.0	0.017867791697178125	168.1664367490539	168.1664367490539	1.0				0.2263430263627978	0.244008036019814	1.2375632524490356	0.014134090393781662	0.0001	1.3552527156068802e-20	0.0001	0.0001	5.248133	2.79442	15.505613	0.7720449	69.0199096004402	30.79663525650806	110.1113487973195	2.4329585983986903																					8.988926	1.3734950000000001	11.769496	4.9167595	7.6837366190869805	2.585619374038981	12.362523335875233	-3.4806762410940784	0.7236959663982254	0.6254342439633833	1.3068567410787513	-0.9806974366148588
116	115	4779.0	0.0	5808.0	115.0	86.0	5808.0	0.08638883869835252	168.99273562899936	168.99273562899936	0.0				0.31897579698878176	0.2203051198000852	0.9624763131141664	0.05472825095057488	0.0001	1.3552527156068802e-20	0.0001	0.0001	8.466117	4.654408	31.483013	2.3175689999999998	69.49968204298008	31.03208922971776	110.42548472945208	2.407620913677502																					9.281048	1.5309075	12.031448	3.871981	7.714832632919029	2.693355656419746	12.506845630753975	-3.442955584699119	0.7221966534498809	0.5740121117900069	1.2886283598650594	-1.0219915112835838