coach/rl_coach/traces/CartPole_NStepQ/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	Q/Mean	Q/Stdev	Q/Max	Q/Min	Q Values/Mean	Q Values/Stdev	Q Values/Max	Q Values/Min	Value Loss/Mean	Value Loss/Stdev	Value Loss/Max	Value Loss/Min
2	1	0.0	1.0	13.0	1.0	13.0	13.0	0.5			0.0																0.033637741419147334	0.017534929825633462	0.06123948850051601	0.005
3	2	0.0	1.0	16.0	1.0	16.0	29.0	0.5			0.0																0.04044747932477151	0.02128626449475752	0.07427111445256218	0.005
4	3	0.0	1.0	27.0	1.0	27.0	56.0	0.5			0.0																0.06429497630302354	0.0340862968900576	0.11882864282644813	0.005
5	4	0.0	1.0	11.0	1.0	11.0	67.0	0.5			0.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005
6	5	0.0	1.0	10.0	1.0	10.0	77.0	0.5			0.0																0.02669127129358223	0.013661969731348278	0.04780896249559776	0.005
7	6	0.0	1.0	17.0	1.0	17.0	94.0	0.5			0.0																0.042687533676728284	0.02251082658499651	0.07852840330803658	0.005
8	7	0.0	1.0	12.0	1.0	12.0	106.0	0.5			0.0																0.03133759582903328	0.016257855673222694	0.056807564141935364	0.005
9	8	0.0	1.0	15.0	1.0	15.0	121.0	0.5			0.0																0.03819257031625213	0.02004889587224851	0.06997082267935574	0.005
10	9	0.0	1.0	17.0	1.0	17.0	138.0	0.5			0.0																0.042687533676728284	0.02251082658499651	0.07852840330803658	0.005
11	10	0.0	1.0	34.0	1.0	34.0	172.0	0.5			0.0																0.07859955146995502	0.041509921651436785	0.1447233863638538	0.005
12	11	0.0	1.0	15.0	1.0	15.0	187.0	0.5			0.0																0.03819257031625213	0.02004889587224851	0.06997082267935574	0.005
13	12	0.0	1.0	14.0	1.0	14.0	201.0	0.5			0.0																0.035922695147459015	0.01879852463102244	0.06562709361551085	0.005
14	13	0.0	1.0	17.0	1.0	17.0	218.0	0.5			0.0																0.042687533676728284	0.02251082658499651	0.07852840330803658	0.005
15	14	0.0	1.0	17.0	1.0	17.0	235.0	0.5			0.0																0.042687533676728284	0.02251082658499651	0.07852840330803658	0.005
16	15	0.0	1.0	27.0	1.0	27.0	262.0	0.5			0.0																0.06429497630302354	0.0340862968900576	0.11882864282644813	0.005
17	16	0.0	1.0	17.0	1.0	17.0	279.0	0.5			0.0																0.042687533676728284	0.02251082658499651	0.07852840330803658	0.005
18	17	0.0	1.0	51.0	1.0	51.0	330.0	0.5			0.0																0.11075141804068593	0.05745852664846605	0.2005219967669193	0.005
19	18	0.0	1.0	20.0	1.0	20.0	350.0	0.5			0.0																0.049319670553146414	0.02610938697149644	0.09104653120138456	0.005
20	19	0.0	1.0	52.0	1.0	52.0	402.0	0.5			0.0																0.11253536724758137	0.05831207811499739	0.20351677679925012	0.005
21	20	0.0	1.0	9.0	1.0	9.0	411.0	0.5			0.0																0.024344861160024947	0.0123422783916159	0.04324137625817955	0.005
22	21	0.0	1.0	37.0	1.0	37.0	448.0	0.5			0.0																0.08453323650052327	0.04453153900608736	0.15527545706546098	0.005
23	22	0.0	1.0	14.0	1.0	14.0	462.0	0.5			0.0																0.035922695147459015	0.01879852463102244	0.06562709361551085	0.005
24	23	0.0	1.0	36.0	1.0	36.0	498.0	0.5			0.0																0.08256817481816388	0.04353468290208385	0.1517933909752131	0.005
25	24	0.0	1.0	12.0	1.0	12.0	510.0	0.5			0.0																0.03133759582903328	0.016257855673222694	0.056807564141935364	0.005
26	25	0.0	1.0	19.0	1.0	19.0	529.0	0.5			0.0																0.04712351999271282	0.024922228920121338	0.08691568808220664	0.005
27	26	0.0	1.0	25.0	1.0	25.0	554.0	0.5			0.0																0.060086291610310615	0.031865394096605694	0.1110893203004266	0.005
28	27	0.0	1.0	12.0	1.0	12.0	566.0	0.5			0.0																0.03133759582903328	0.016257855673222694	0.056807564141935364	0.005
29	28	0.0	1.0	52.0	1.0	52.0	618.0	0.5			0.0																0.11253536724758137	0.05831207811499739	0.20351677679925012	0.005
30	29	0.0	1.0	26.0	1.0	26.0	644.0	0.5			0.0																0.062197527590584126	0.032981544845425315	0.11497842709742236	0.005
31	30	0.0	1.0	16.0	1.0	16.0	660.0	0.5			0.0																0.04044747932477151	0.02128626449475752	0.07427111445256218	0.005
32	31	0.0	1.0	33.0	1.0	33.0	693.0	0.5			0.0																0.07659579889741265	0.040481812190667515	0.1411347337008624	0.005
33	32	0.0	1.0	14.0	1.0	14.0	707.0	0.5			0.0																0.035922695147459015	0.01879852463102244	0.06562709361551085	0.005
34	33	0.0	1.0	16.0	1.0	16.0	723.0	0.5			0.0																0.04044747932477151	0.02128626449475752	0.07427111445256218	0.005
35	34	0.0	1.0	13.0	1.0	13.0	736.0	0.5			0.0																0.033637741419147334	0.017534929825633462	0.06123948850051601	0.005
36	35	0.0	1.0	31.0	1.0	31.0	767.0	0.5			0.0																0.07254892896428006	0.03839361485936839	0.13384831517280116	0.005
37	36	0.0	1.0	11.0	1.0	11.0	778.0	0.5			0.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005
38	37	0.0	1.0	22.0	1.0	22.0	800.0	0.5			0.0																0.05366882646285343	0.02844734535364565	0.09918470523047698	0.005
39	38	0.0	1.0	25.0	1.0	25.0	825.0	0.5			0.0																0.060086291610310615	0.031865394096605694	0.1110893203004266	0.005
40	39	0.0	1.0	20.0	1.0	20.0	845.0	0.5			0.0																0.049319670553146414	0.02610938697149644	0.09104653120138456	0.005
41	40	0.0	1.0	22.0	1.0	22.0	867.0	0.5			0.0																0.05366882646285343	0.02844734535364565	0.09918470523047698	0.005
42	41	0.0	1.0	49.0	1.0	49.0	916.0	0.5			0.0																0.10714904809952716	0.05572457288807522	0.19444138023356733	0.005
43	42	0.0	1.0	14.0	1.0	14.0	930.0	0.5			0.0																0.035922695147459015	0.01879852463102244	0.06562709361551085	0.005
44	43	0.0	1.0	22.0	1.0	22.0	952.0	0.5			0.0																0.05366882646285343	0.02844734535364565	0.09918470523047698	0.005
45	44	0.0	1.0	12.0	1.0	12.0	964.0	0.5			0.0																0.03133759582903328	0.016257855673222694	0.056807564141935364	0.005
46	45	0.0	1.0	20.0	1.0	20.0	984.0	0.5			0.0																0.049319670553146414	0.02610938697149644	0.09104653120138456	0.005
47	46	0.0	1.0	10.0	1.0	10.0	994.0	0.5			0.0																0.02669127129358223	0.013661969731348278	0.04780896249559776	0.005
48	47	0.0	1.0	17.0	1.0	17.0	1011.0	0.5			0.0																0.042687533676728284	0.02251082658499651	0.07852840330803658	0.005
49	48	0.0	1.0	32.0	1.0	32.0	1043.0	0.5			1.0																0.07457895718480484	0.039443078440873545	0.13750983202107314	0.005
50	49	1.0	0.0	11.0	1.0	11.0	1054.0	0.4998922	0.054999999999999986	11.0	0.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005									-0.032488976	0.061334900000000005	0.036674812	-0.1473836	0.0005448997	0.0	0.0005448997	0.0005448997
51	50	4.0	0.0	12.0	1.0	12.0	1066.0	0.4997745999999999	0.05999999999999999	12.0	0.0																0.03133759582903328	0.016257855673222694	0.056807564141935364	0.005									-0.012697693999999999	0.03373055	0.030746825	-0.071208954	0.0024631005	0.0013814237	0.0038445243	0.0010816769
52	51	6.0	0.0	10.0	1.0	10.0	1076.0	0.4996765999999999	0.05	10.0	0.0																0.02669127129358223	0.013661969731348278	0.04780896249559776	0.005									-0.0008568892	0.021989612000000002	0.0343034	-0.039248306000000004	0.00040052301	0.0	0.00040052301	0.00040052301
53	52	9.0	0.0	12.0	1.0	12.0	1088.0	0.4995589999999998	0.05999999999999999	12.0	0.0																0.03133759582903328	0.016257855673222694	0.056807564141935364	0.005									0.010257005999999999	0.008588875	0.028665108999999998	-0.0028686544	0.00045091414000000005	0.00013791921	0.00058883335	0.00031299493
54	53	15.0	0.0	31.0	1.0	31.0	1119.0	0.4992551999999997	0.15500000000000005	31.0	1.0																0.07254892896428006	0.03839361485936839	0.13384831517280116	0.005									0.015824175	0.007332413	0.030933319	0.007384254	0.00018762857	0.000105785795	0.00034600706	7.620364e-05
55	54	28.0	0.0	66.0	1.0	66.0	1185.0	0.4986083999999994	0.3300000000000002	66.0	0.0																0.13635283806785273	0.06937138999568188	0.24243144128809815	0.005									0.021306045	0.011487328	0.053017195	0.0034672634	0.0002949933	0.00027298657	0.0011311442	7.102679e-05
56	55	36.0	0.0	41.0	1.0	41.0	1226.0	0.4982065999999992	0.2050000000000001	41.0	0.0																0.09226734216359007	0.0484177934547469	0.1688589795080081	0.005									0.033198107000000004	0.01146975	0.057693258	0.010540468	0.0002622169	0.00016202328	0.00063902274	0.00014221655000000002
57	56	50.0	0.0	68.0	1.0	68.0	1294.0	0.4975401999999989	0.3400000000000002	68.0	0.0																0.13958605139647004	0.07082279112614755	0.24755705560646504	0.005									0.035288066	0.01642637	0.084870435	0.013569757	0.0003416707	0.00025272022999999995	0.0011069572999999999	0.00014202771
58	57	59.0	0.0	43.0	1.0	43.0	1337.0	0.4971187999999988	0.2150000000000001	43.0	1.0																0.09606000242409116	0.050301579080564984	0.17544868581579875	0.005									0.035399806	0.013378928	0.08020066	0.02241174	0.00041608594	0.00040361582000000005	0.0011281003999999999	0.00013071763
59	58	76.0	0.0	84.0	1.0	84.0	1421.0	0.4962955999999984	0.42000000000000026	84.0	0.0																0.16404174011229458	0.0813898492129212	0.2850554932380531	0.005									0.041962318	0.010288302	0.07591069	0.024679631	0.00058659667	0.0008345162	0.0033454627000000002	4.9783564e-05
60	59	80.0	0.0	20.0	1.0	20.0	1441.0	0.4960995999999983	0.10000000000000002	20.0	1.0																0.049319670553146414	0.02610938697149644	0.09104653120138456	0.005									0.044340412999999995	0.008905742	0.06296252	0.025216276	0.0003450367	0.00029660732	0.0007607182	8.8507906e-05
61	60	84.0	0.0	21.0	1.0	21.0	1462.0	0.4958937999999982	0.10500000000000002	21.0	0.0																0.05150140366439518	0.027284379532033533	0.09513606588937072	0.005									0.044785295	0.011099919	0.080881745	0.02695477	0.0007510728	0.00042872630999999994	0.0012840849	0.000234301
62	61	89.0	0.0	25.0	1.0	25.0	1487.0	0.4956487999999981	0.12500000000000006	25.0	0.0																0.060086291610310615	0.031865394096605694	0.1110893203004266	0.005									0.042834297	0.006105498000000001	0.05915976	0.032161187	0.0004921319999999999	0.00030668534	0.00092823175	0.00010187171999999998
63	62	100.0	0.0	52.0	1.0	52.0	1539.0	0.4951391999999979	0.2600000000000001	52.0	1.0																0.11253536724758137	0.05831207811499739	0.20351677679925012	0.005									0.05495547	0.012390557	0.099291556	0.02886138	0.00089460163	0.0009913107	0.0032683555	9.5596304e-05
64	63	104.0	0.0	17.0	1.0	17.0	1556.0	0.4949725999999978	0.085	17.0	0.0																0.042687533676728284	0.02251082658499651	0.07852840330803658	0.005									0.047078945	0.0034362217	0.053285386	0.041195300000000004	0.00023203908999999998	3.0014299999999998e-05	0.00026930857000000006	0.00019581098000000003
65	64	110.0	0.0	28.0	1.0	28.0	1584.0	0.4946981999999977	0.14000000000000004	28.0	0.0																0.06637873987785067	0.035179766690898784	0.12264035639818364	0.005									0.08702072	0.04679537	0.18040632	0.047791854	0.0011032436999999999	0.0017672525	0.004635809	0.00015100563
66	65	116.0	0.0	30.0	1.0	30.0	1614.0	0.4944041999999976	0.15000000000000005	30.0	0.0																0.0705056160906627	0.037333314410647925	0.13014981330585976	0.005									0.045294926	0.009580513	0.06140865	0.027489334	0.00029813130000000003	0.00015210742000000001	0.0005107283	0.00013042275
67	66	122.0	0.0	27.0	1.0	27.0	1641.0	0.4941395999999975	0.13500000000000004	27.0	1.0																0.06429497630302354	0.0340862968900576	0.11882864282644813	0.005									0.0624106	0.010714843	0.09665642	0.04485937	0.0037206546	0.006371208000000001	0.016418433	0.00015566844
68	67	124.0	0.0	11.0	1.0	11.0	1652.0	0.4940317999999974	0.054999999999999986	11.0	0.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005									0.05657916	0.006645958	0.066765025	0.04674894	0.00059337093	0.0	0.00059337093	0.00059337093
69	68	128.0	0.0	17.0	1.0	17.0	1669.0	0.4938651999999973	0.085	17.0	0.0																0.042687533676728284	0.02251082658499651	0.07852840330803658	0.005									0.04502544	0.006344193000000001	0.053284686	0.031955857000000004	0.00036146757	0.00018878654999999998	0.00059436134	0.00013196798999999998
70	69	132.0	0.0	18.0	1.0	18.0	1687.0	0.4936887999999973	0.09000000000000001	18.0	0.0																0.04491284398774094	0.023722760004486008	0.0827431192749562	0.005									0.050805915	0.00917806	0.07149403	0.03427641	0.0010437502	0.0010607167	0.0025380396	0.00018256944999999998
71	70	141.0	0.0	45.0	1.0	45.0	1732.0	0.493247799999997	0.2250000000000001	45.0	0.0																0.09980403467025832	0.052146814637499095	0.1819072569680644	0.005									0.052119292000000005	0.013122685	0.08733069	0.030484088	0.0007675957000000001	0.0005854512	0.00173126	0.00012341925
72	71	143.0	0.0	11.0	1.0	11.0	1743.0	0.493139999999997	0.054999999999999986	11.0	1.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005									0.05027659	0.0058697024	0.056820095	0.037225965	0.0012586666	0.0	0.0012586666	0.0012586666
73	72	145.0	0.0	11.0	1.0	11.0	1754.0	0.49303219999999703	0.054999999999999986	11.0	0.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005									0.050222877	0.00658515	0.059319198	0.039776836	0.00016657264	0.0	0.00016657264	0.00016657264
74	73	147.0	0.0	9.0	1.0	9.0	1763.0	0.492943999999997	0.045	9.0	0.0																0.024344861160024947	0.0123422783916159	0.04324137625817955	0.005									0.039781354	0.009175586500000001	0.05445732	0.02350194	0.00011627796999999998	0.0	0.00011627796999999998	0.00011627796999999998
75	74	150.0	0.0	14.0	1.0	14.0	1777.0	0.4928067999999969	0.06999999999999999	14.0	0.0																0.035922695147459015	0.01879852463102244	0.06562709361551085	0.005									0.04816223	0.012143217	0.066051304	0.023150831	0.00044002812000000003	5.685721400000001e-05	0.00049688533	0.0003831709
76	75	152.0	0.0	10.0	1.0	10.0	1787.0	0.4927087999999968	0.05	10.0	0.0																0.02669127129358223	0.013661969731348278	0.04780896249559776	0.005									0.038325466	0.017102291999999998	0.06141909	0.008679332	0.000329861	0.0	0.000329861	0.000329861
77	76	155.0	0.0	13.0	1.0	13.0	1800.0	0.4925813999999968	0.06499999999999999	13.0	0.0																0.033637741419147334	0.017534929825633462	0.06123948850051601	0.005									0.031937342	0.014117546000000002	0.06359119999999999	0.011485336	0.0008917244999999999	0.00024746257	0.001139187	0.0006442619
78	77	159.0	0.0	21.0	1.0	21.0	1821.0	0.4923755999999967	0.10500000000000002	21.0	0.0																0.05150140366439518	0.027284379532033533	0.09513606588937072	0.005									0.04812789	0.012638357	0.06714733	0.026682223999999997	0.0005119162	8.1124235e-05	0.0005953469	0.0004020011
79	78	162.0	0.0	16.0	1.0	16.0	1837.0	0.4922187999999966	0.08	16.0	1.0																0.04044747932477151	0.02128626449475752	0.07427111445256218	0.005									0.04812925	0.008705616	0.06538875	0.03027028	0.00036754663	4.6662783e-05	0.00041420940000000005	0.00032088384999999996
80	79	166.0	0.0	17.0	1.0	17.0	1854.0	0.4920521999999966	0.085	17.0	0.0																0.042687533676728284	0.02251082658499651	0.07852840330803658	0.005									0.04108326	0.016745364	0.07236264	0.01830162	0.00030957945	0.00014906200000000002	0.0005177531	0.00017673467
81	80	172.0	0.0	29.0	1.0	29.0	1883.0	0.4917679999999964	0.14500000000000005	29.0	0.0																0.06844891963496623	0.036262068467195714	0.1264139528342018	0.005									0.054842234000000004	0.011392333000000001	0.06994233	0.026047515	0.00012474832000000001	7.561663e-05	0.00023545509999999998	3.0789983e-05
82	81	184.0	0.0	57.0	1.0	57.0	1940.0	0.4912093999999962	0.2850000000000001	57.0	1.0																0.12128608644549467	0.0624489738253126	0.21804740477380607	0.005									0.058064599999999994	0.013729698	0.07947414	0.025083217999999997	0.00022743763	0.0003697486	0.0013834928	4.577416599999999e-05
83	82	187.0	0.0	12.0	1.0	12.0	1952.0	0.4910917999999962	0.05999999999999999	12.0	0.0																0.03133759582903328	0.016257855673222694	0.056807564141935364	0.005									0.06067374	0.02283063	0.086631075	0.0039668004	0.0018662701999999998	0.0014107348000000001	0.003277005	0.00045553542
84	83	190.0	0.0	14.0	1.0	14.0	1966.0	0.4909545999999961	0.06999999999999999	14.0	0.0																0.035922695147459015	0.01879852463102244	0.06562709361551085	0.005									0.062044255	0.010668125	0.07710256	0.03192797	0.00030832993999999997	5.5674347e-05	0.00036400428999999995	0.0002526556
85	84	194.0	0.0	19.0	1.0	19.0	1985.0	0.49076839999999605	0.095	19.0	0.0																0.04712351999271282	0.024922228920121338	0.08691568808220664	0.005									0.055744093	0.03258396	0.09094992	-0.028484624	0.0008739431	0.00029010963	0.0012255273	0.0005150204
86	85	196.0	0.0	11.0	1.0	11.0	1996.0	0.490660599999996	0.054999999999999986	11.0	0.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005									0.050548385999999994	0.02068618	0.07839472	0.015279089	0.0007883194	0.0	0.0007883194	0.0007883194
87	86	198.0	0.0	11.0	1.0	11.0	2007.0	0.4905527999999959	0.054999999999999986	11.0	0.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005									0.041226298	0.030386215	0.0764113	-0.017879328	0.0012272377	0.0	0.0012272377	0.0012272377
88	87	201.0	0.0	13.0	1.0	13.0	2020.0	0.4904253999999959	0.06499999999999999	13.0	0.0																0.033637741419147334	0.017534929825633462	0.06123948850051601	0.005									0.03532769	0.03062647	0.07682560000000001	-0.021741614	0.0026559903999999997	0.001942739	0.0045987293	0.0007132513
89	88	203.0	0.0	10.0	1.0	10.0	2030.0	0.4903273999999958	0.05	10.0	1.0																0.02669127129358223	0.013661969731348278	0.04780896249559776	0.005									0.022442887	0.03079577	0.071464084	-0.023284093	0.0019271632999999999	0.0	0.0019271632999999999	0.0019271632999999999
90	89	206.0	0.0	16.0	1.0	16.0	2046.0	0.4901705999999957	0.08	16.0	0.0																0.04044747932477151	0.02128626449475752	0.07427111445256218	0.005									0.048137847000000004	0.021021997999999997	0.08310056	0.0012128027	0.0004865518	0.00014781891000000002	0.0006343707	0.0003387329
91	90	209.0	0.0	14.0	1.0	14.0	2060.0	0.4900333999999957	0.06999999999999999	14.0	0.0																0.035922695147459015	0.01879852463102244	0.06562709361551085	0.005									0.055629927999999995	0.01593002	0.07841461	0.023192538	0.00020778293999999998	5.4716669999999995e-05	0.0002624996	0.00015306627
92	91	211.0	0.0	11.0	1.0	11.0	2071.0	0.4899255999999956	0.054999999999999986	11.0	0.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005									0.05951093	0.014904006000000001	0.08832151	0.035024516	0.00010974152	0.0	0.00010974152	0.00010974152
93	92	220.0	0.0	43.0	1.0	43.0	2114.0	0.4895041999999954	0.2150000000000001	43.0	1.0																0.09606000242409116	0.050301579080564984	0.17544868581579875	0.005									0.07046733	0.021487772000000002	0.103740625	0.02901116	0.00046972706	0.0004301757	0.0012417873	1.5925676e-05
94	93	227.0	0.0	36.0	1.0	36.0	2150.0	0.4891513999999953	0.18000000000000008	36.0	0.0																0.08256817481816388	0.04353468290208385	0.1517933909752131	0.005									0.06456427	0.015459535	0.08205545	0.008978315	0.00022268668999999997	8.861785e-05	0.00034193377	0.00010272956
95	94	232.0	0.0	25.0	1.0	25.0	2175.0	0.4889063999999952	0.12500000000000006	25.0	0.0																0.060086291610310615	0.031865394096605694	0.1110893203004266	0.005									0.054888308	0.016610011	0.07995365	0.020469787	0.00018766391	0.00011356303	0.00031413182	6.454803000000001e-05
96	95	245.0	0.0	66.0	1.0	66.0	2241.0	0.4882595999999949	0.3300000000000002	66.0	0.0																0.13635283806785273	0.06937138999568188	0.24243144128809815	0.005									0.07027702	0.019947616	0.092749506	0.017800547	0.00044981964000000006	0.00045330985	0.001576801	3.1103933e-05
97	96	256.0	0.0	56.0	1.0	56.0	2297.0	0.4877107999999946	0.2800000000000001	56.0	0.0																0.11955820576106055	0.06163876507769717	0.21519939876142027	0.005									0.07530023	0.017102161	0.10278715	0.029402873	0.00021661007000000002	0.00019272048999999998	0.0007061875	1.4337253e-05
98	97	264.0	0.0	38.0	1.0	38.0	2335.0	0.4873383999999945	0.19000000000000009	38.0	1.0																0.08648559086879386	0.045518179563016486	0.15872270249480636	0.005									0.07127199	0.013897516	0.09449127	0.025424244	0.00025251872	0.0001202759	0.00042280278	8.4354906e-05
99	98	270.0	0.0	27.0	1.0	27.0	2362.0	0.4870737999999944	0.13500000000000004	27.0	0.0																0.06429497630302354	0.0340862968900576	0.11882864282644813	0.005									0.07050301	0.020623283	0.10107935	0.028108748	0.00018953627	6.2764535e-05	0.00026686664	0.00011392479999999999
100	99	281.0	0.0	53.0	1.0	53.0	2415.0	0.4865543999999942	0.2650000000000001	53.0	1.0																0.1143079378472734	0.059156793515964874	0.20648160903125765	0.005									0.08445802	0.020470298999999997	0.12428827	0.02655378	0.00025044104999999997	0.0003126258	0.0009182856300000001	1.9860281e-05
101	100	288.0	0.0	32.0	1.0	32.0	2447.0	0.486240799999994	0.16000000000000006	32.0	0.0																0.07457895718480484	0.039443078440873545	0.13750983202107314	0.005									0.086821884	0.01630218	0.10944869	0.028777534	0.00012791343999999998	8.547478000000002e-05	0.00027118222	3.2697593000000004e-05
102	101	292.0	0.0	20.0	1.0	20.0	2467.0	0.486044799999994	0.10000000000000002	20.0	0.0																0.049319670553146414	0.02610938697149644	0.09104653120138456	0.005									0.07416789	0.017274316	0.10155727	0.03992967	0.00012123962400000001	8.0181155e-05	0.00023458412	6.1687104e-05
103	102	296.0	0.0	20.0	1.0	20.0	2487.0	0.4858487999999938	0.10000000000000002	20.0	0.0																0.049319670553146414	0.02610938697149644	0.09104653120138456	0.005									0.07476278	0.01463982	0.09667549	0.039049912	0.00026099445	0.00012135391000000001	0.00042845125	0.00014472648
104	103	300.0	0.0	19.0	1.0	19.0	2506.0	0.4856625999999938	0.095	19.0	0.0																0.04712351999271282	0.024922228920121338	0.08691568808220664	0.005									0.08937162	0.018013595	0.11067754	0.037370733999999996	0.00034264397000000003	0.00015313358999999999	0.0005592075	0.00023423142999999996
105	104	303.0	0.0	13.0	1.0	13.0	2519.0	0.4855351999999937	0.06499999999999999	13.0	0.0																0.033637741419147334	0.017534929825633462	0.06123948850051601	0.005									0.06932836	0.019537637	0.10324874	0.036269397	0.00033743365	1.2199933e-05	0.00034963357	0.0003252337
106	105	307.0	0.0	21.0	1.0	21.0	2540.0	0.4853293999999936	0.10500000000000002	21.0	0.0																0.05150140366439518	0.027284379532033533	0.09513606588937072	0.005									0.074857116	0.02143753	0.10949563	0.021867042000000003	0.00034048504	0.00010284606	0.00047443557	0.00022442911
107	106	310.0	0.0	16.0	1.0	16.0	2556.0	0.4851725999999936	0.08	16.0	0.0																0.04044747932477151	0.02128626449475752	0.07427111445256218	0.005									0.06826729	0.020469531000000003	0.096561946	0.025445352999999997	4.1707022e-05	6.518894e-07	4.235891e-05	4.1055132999999996e-05
108	107	313.0	0.0	12.0	1.0	12.0	2568.0	0.4850549999999935	0.05999999999999999	12.0	0.0																0.03133759582903328	0.016257855673222694	0.056807564141935364	0.005									0.067042455	0.023738291	0.09879099599999999	0.032132447	0.00012512466	8.525215e-05	0.0002103768	3.9872509999999995e-05
109	108	320.0	0.0	36.0	1.0	36.0	2604.0	0.4847021999999934	0.18000000000000008	36.0	1.0																0.08256817481816388	0.04353468290208385	0.1517933909752131	0.005									0.08465013	0.022037586	0.11538804	0.033971872	0.00039871279999999996	0.00028271513	0.0009063806	9.271013000000001e-05
110	109	329.0	0.0	42.0	1.0	42.0	2646.0	0.4842905999999932	0.2100000000000001	42.0	0.0																0.09416979567666954	0.049364551774152096	0.17217038971292806	0.005									0.08268258	0.024224954	0.11210632	0.021903443999999998	0.000278408	0.00017350154999999998	0.0005704911	5.5241686e-05
111	110	333.0	0.0	18.0	1.0	18.0	2664.0	0.4841141999999931	0.09000000000000001	18.0	0.0																0.04491284398774094	0.023722760004486008	0.0827431192749562	0.005									0.06507812	0.025527691	0.1031482	0.023584558	0.00013253448	8.458076999999999e-05	0.0002454774	4.194875e-05
112	111	338.0	0.0	22.0	1.0	22.0	2686.0	0.483898599999993	0.11000000000000004	22.0	0.0																0.05366882646285343	0.02844734535364565	0.09918470523047698	0.005									0.0667663	0.02403681	0.10059975	0.014362877	9.712452e-05	7.135481e-05	0.00021266373	2.9399429999999997e-05
113	112	342.0	0.0	21.0	1.0	21.0	2707.0	0.4836927999999929	0.10500000000000002	21.0	0.0																0.05150140366439518	0.027284379532033533	0.09513606588937072	0.005									0.060567427	0.02475215	0.10457104	0.012739195	0.00013257658	0.0001410597	0.00033119734	1.7169337e-05
114	113	345.0	0.0	13.0	1.0	13.0	2720.0	0.4835653999999929	0.06499999999999999	13.0	0.0																0.033637741419147334	0.017534929825633462	0.06123948850051601	0.005									0.053546816	0.029760707	0.098005675	0.008039029	7.380762e-05	4.6012156000000006e-05	0.00011981976999999999	2.7795462e-05
115	114	350.0	0.0	24.0	1.0	24.0	2744.0	0.4833301999999928	0.12000000000000005	24.0	1.0																0.0579611654148891	0.03073772567723838	0.10716092959639052	0.005									0.055422552	0.032160096	0.10124221	0.0007578330000000001	0.00014365921	5.7070974e-05	0.00020872988	8.1601174e-05
116	115	353.0	0.0	14.0	1.0	14.0	2758.0	0.4831929999999927	0.06999999999999999	14.0	0.0																0.035922695147459015	0.01879852463102244	0.06562709361551085	0.005									0.058525488	0.02545129	0.09869021	0.024780411000000002	0.00039547536	0.00022065294999999997	0.0006161283000000001	0.00017482243000000003
117	116	357.0	0.0	18.0	1.0	18.0	2776.0	0.4830165999999926	0.09000000000000001	18.0	0.0																0.04491284398774094	0.023722760004486008	0.0827431192749562	0.005									0.066857375	0.03375732	0.10103057	0.015888792	0.00021488206	3.9728922e-05	0.00026370538	0.0001663915
118	117	361.0	0.0	17.0	1.0	17.0	2793.0	0.4828499999999926	0.085	17.0	0.0																0.042687533676728284	0.02251082658499651	0.07852840330803658	0.005									0.055775835999999995	0.03244659	0.09686471	0.0037128753	0.00010153287	2.3956220000000004e-05	0.00013526206	8.191025e-05
119	118	365.0	0.0	21.0	1.0	21.0	2814.0	0.4826441999999925	0.10500000000000002	21.0	1.0																0.05150140366439518	0.027284379532033533	0.09513606588937072	0.005									0.042719482999999996	0.020495558	0.07387582	0.0014955709	0.00097557815	0.0004227262	0.0013803825	0.00039219532999999995
120	119	387.0	0.0	107.0	1.0	107.0	2921.0	0.481595599999992	0.5350000000000004	107.0	1.0																0.195212336868646	0.0937212174456668	0.3294169692429787	0.005									0.08436436	0.017413763	0.11230265	0.016199704	0.00025705053	0.00016519589	0.0006325394	1.5424721e-05
121	120	392.0	0.0	26.0	1.0	26.0	2947.0	0.4813407999999919	0.13000000000000006	26.0	0.0																0.062197527590584126	0.032981544845425315	0.11497842709742236	0.005									0.13307257	0.023190886	0.18802817	0.10525267	0.0007789769400000001	0.0005464671400000001	0.0016226119	0.0001151734
122	121	401.0	0.0	44.0	1.0	44.0	2991.0	0.4809095999999917	0.2200000000000001	44.0	0.0																0.09793805234530817	0.051228969118242235	0.17869419895764074	0.005									0.09474859	0.018154757	0.12401127	0.05297244	0.00070887373	0.00069147884	0.0022585625	0.00022458669
123	122	404.0	0.0	12.0	1.0	12.0	3003.0	0.4807919999999917	0.05999999999999999	12.0	0.0																0.03133759582903328	0.016257855673222694	0.056807564141935364	0.005									0.11100111	0.013754146	0.13288628	0.09174941	0.0007553276400000001	0.0004938012	0.0012491288	0.00026152647
124	123	406.0	0.0	11.0	1.0	11.0	3014.0	0.4806841999999916	0.054999999999999986	11.0	0.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005									0.11005364	0.025887742999999998	0.14299624	0.06954637	0.00020152721999999997	0.0	0.00020152721999999997	0.00020152721999999997
125	124	408.0	0.0	10.0	1.0	10.0	3024.0	0.4805861999999916	0.05	10.0	0.0																0.02669127129358223	0.013661969731348278	0.04780896249559776	0.005									0.09132326	0.031188305	0.12625167	0.03751703	0.00027891644	0.0	0.00027891644	0.00027891644
126	125	410.0	0.0	10.0	1.0	10.0	3034.0	0.4804881999999915	0.05	10.0	0.0																0.02669127129358223	0.013661969731348278	0.04780896249559776	0.005									0.0729318	0.0313055	0.12102732	0.017442593	0.0012441808	0.0	0.0012441808	0.0012441808
127	126	412.0	0.0	11.0	1.0	11.0	3045.0	0.4803803999999915	0.054999999999999986	11.0	0.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005									0.06685305	0.025463859	0.11673149	0.035476055	0.0033127028	0.0	0.0033127028	0.0033127028
128	127	430.0	0.0	90.0	1.0	90.0	3135.0	0.4794983999999911	0.4500000000000003	90.0	1.0																0.17260258497307826	0.08490916277779327	0.297634013660838	0.005									0.12123753	0.029542347000000004	0.18258117	0.05402565	0.0009440779699999999	0.001068573	0.003760553	4.6189158e-05
129	128	445.0	0.0	72.0	1.0	72.0	3207.0	0.4787927999999908	0.3600000000000002	72.0	0.0																0.14593156706348714	0.07363523780048367	0.2575043148629184	0.005									0.081669666	0.029818881000000002	0.12057417	-0.005369931	0.00045637653	0.00042027642	0.0016959172	4.9024853000000004e-05
130	129	449.0	0.0	17.0	1.0	17.0	3224.0	0.4786261999999907	0.085	17.0	1.0																0.042687533676728284	0.02251082658499651	0.07852840330803658	0.005									0.08430891	0.03366671	0.12738097	0.023351833	0.00034413996	5.754812e-05	0.00038868006	0.00026287993999999997
131	130	466.0	0.0	82.0	1.0	82.0	3306.0	0.4778225999999904	0.41000000000000025	82.0	0.0																0.16111666267793412	0.08016540408776816	0.28069124909504445	0.005									0.05039443	0.039072222999999996	0.12961121	-0.03570501	0.0003197216	0.0003033019	0.001339269	2.5987449000000002e-05
132	131	471.0	0.0	25.0	1.0	25.0	3331.0	0.4775775999999903	0.12500000000000006	25.0	1.0																0.060086291610310615	0.031865394096605694	0.1110893203004266	0.005									0.10379316	0.026531544	0.13589287	0.037776347	0.00048529447	0.0005025262000000001	0.0013345047	3.6293112999999995e-05
133	132	477.0	0.0	28.0	1.0	28.0	3359.0	0.4773031999999902	0.14000000000000004	28.0	0.0																0.06637873987785067	0.035179766690898784	0.12264035639818364	0.005									0.10830168	0.04031804	0.16496889999999997	-0.007716311	0.0005584016	0.0005211607	0.0012175787	9.520400600000001e-05
134	133	485.0	0.0	40.0	1.0	40.0	3399.0	0.47691119999999004	0.2000000000000001	40.0	1.0																0.09035255122997962	0.04746120936096432	0.1655141207151597	0.005									0.08564621	0.031597808	0.13705674	0.03485597	0.0013473304999999998	0.0015399161	0.004789723	8.081898e-05
135	134	501.0	0.0	79.0	1.0	79.0	3478.0	0.4761369999999897	0.39500000000000013	79.0	1.0																0.1566602618758297	0.07827888581087249	0.2739781748667621	0.005									0.114199765	0.03176484	0.14594705	-0.0008129439999999999	0.0010109508	0.0012812202	0.0036110546999999996	4.3183365e-05
136	135	521.0	0.0	99.0	1.0	99.0	3577.0	0.4751667999999892	0.4950000000000003	99.0	0.0																0.1848648188248634	0.08977774278687199	0.3151351811751367	0.005									0.13283002	0.026735954	0.17821497	0.0532846	0.00019162746	0.00014236239	0.0005358469000000001	2.3798557000000002e-05
137	136	539.0	0.0	89.0	1.0	89.0	3666.0	0.4742945999999889	0.4450000000000003	89.0	0.0																0.1711977374597326	0.0843382985013358	0.2955899127887252	0.005									0.14550534	0.03258377	0.20050277	0.0032198885	0.00053736754	0.0005685839	0.0020587372000000002	2.4467260000000003e-05
138	137	553.0	0.0	68.0	1.0	68.0	3734.0	0.4736281999999886	0.3400000000000002	68.0	1.0																0.13958605139647004	0.07082279112614755	0.24755705560646504	0.005									0.14046149	0.035604034	0.19279665	0.025729802000000003	0.00059532525	0.0005178492	0.0018437356	5.782371199999999e-05
139	138	559.0	0.0	30.0	1.0	30.0	3764.0	0.4733341999999885	0.15000000000000005	30.0	1.0																0.0705056160906627	0.037333314410647925	0.13014981330585976	0.005									0.15939784	0.025731627000000003	0.21182722	0.09502084599999999	0.0007506985	0.0010245675	0.0027837166999999997	6.756319999999999e-05
140	139	580.0	0.0	103.0	1.0	103.0	3867.0	0.472324799999988	0.5150000000000003	103.0	0.0																0.19010155658156436	0.0917928145009726	0.32241959264746345	0.005									0.17003994	0.038562525	0.22890131	0.047601983	0.0007849616	0.0011551362	0.0044551888	5.1470495e-05
141	140	586.0	0.0	27.0	1.0	27.0	3894.0	0.4720601999999879	0.13500000000000004	27.0	0.0																0.06429497630302354	0.0340862968900576	0.11882864282644813	0.005									0.15751556	0.044778753	0.24173084	0.05877372	0.002364229	0.0030335044	0.008365642	0.00036872647000000007
142	141	590.0	0.0	18.0	1.0	18.0	3912.0	0.4718837999999878	0.09000000000000001	18.0	1.0																0.04491284398774094	0.023722760004486008	0.0827431192749562	0.005									0.10395925	0.05475468	0.18359303	-0.024393402	0.0022768085	0.0023162956	0.0055480213	0.0004921639
143	142	600.0	0.0	49.0	1.0	49.0	3961.0	0.4714035999999876	0.2450000000000001	49.0	1.0																0.10714904809952716	0.05572457288807522	0.19444138023356733	0.005									0.15133451	0.03560212	0.23226006	0.01407882	0.0016051097	0.0011998254	0.0044339327000000005	0.0005436089
144	143	623.0	0.0	116.0	1.0	116.0	4077.0	0.4702667999999871	0.5800000000000004	116.0	1.0																0.20626916837700493	0.0977599581789429	0.34416945927542864	0.005									0.14012839	0.037940122	0.22681367	-0.058612212999999996	0.001313908	0.0026183866	0.011910114	7.026846999999999e-05
145	144	637.0	0.0	71.0	1.0	71.0	4148.0	0.4695709999999868	0.3550000000000002	71.0	0.0																0.14436011991138253	0.07294324100390666	0.25505486349789736	0.005									0.16256988	0.02091078	0.19950412	0.104762204	0.00023533191000000002	0.00017328620999999998	0.0006394482	1.1818977e-05
146	145	647.0	0.0	47.0	1.0	47.0	4195.0	0.4691103999999866	0.2350000000000001	47.0	0.0																0.10350014993860444	0.05395423827762871	0.18823730255439988	0.005									0.13161516	0.040307727	0.20677220000000002	0.034824044	0.0014791626	0.0015799557	0.005007903	6.0969236e-05
147	146	649.0	0.0	11.0	1.0	11.0	4206.0	0.4690025999999866	0.054999999999999986	11.0	0.0																0.029022144164224006	0.014966996075313928	0.052330872870641774	0.005									0.12740839	0.04479449	0.18197781	0.03444297	0.00063412735	0.0	0.00063412735	0.00063412735
148	147	656.0	0.0	35.0	1.0	35.0	4241.0	0.4686595999999864	0.17500000000000007	35.0	1.0																0.08059031149939104	0.04252751095672352	0.14827615250021525	0.005									0.10944572	0.04549606	0.17174746	-0.005025738	0.0011768952000000001	0.0014218395000000002	0.0042986376	0.00019619547999999998
149	148	679.0	0.0	113.0	1.0	113.0	4354.0	0.4675521999999859	0.5650000000000004	113.0	0.0																0.2026500282385592	0.09645842763093396	0.3393994627176042	0.005									0.117677435	0.029902406	0.17863333	-0.041632872	0.00038335676	0.0006844926	0.0032775735	9.9834415e-06
150	149	690.0	0.0	55.0	1.0	55.0	4409.0	0.4670131999999857	0.2750000000000001	55.0	1.0																0.11781927497923582	0.060820053655165636	0.2123226250115356	0.005									0.1550977	0.021483514	0.17772928	0.09445208	0.00038576426	0.00030813037	0.0010740481	4.8375823e-05
151	150	713.0	0.0	113.0	1.0	113.0	4522.0	0.4659057999999852	0.5650000000000004	113.0	0.0																0.2026500282385592	0.09645842763093396	0.3393994627176042	0.005									0.16373183	0.046443645	0.21776609	-0.18792051	0.00064395944	0.0012189427	0.005757758000000001	2.322839e-05
152	151	724.0	0.0	56.0	1.0	56.0	4578.0	0.465356999999985	0.2800000000000001	56.0	0.0																0.11955820576106055	0.06163876507769717	0.21519939876142027	0.005									0.1580361	0.021083018	0.18792436	0.09064426	0.0001586432	0.00015525351	0.0005857444	3.7553087e-05
153	152	726.0	0.0	10.0	1.0	10.0	4588.0	0.4652589999999849	0.05	10.0	0.0																0.02669127129358223	0.013661969731348278	0.04780896249559776	0.005									0.14977445	0.040137547999999995	0.20012404	0.08260661	0.00053417875	0.0	0.00053417875	0.00053417875
154	153	728.0	0.0	10.0	1.0	10.0	4598.0	0.4651609999999849	0.05	10.0	0.0																0.02669127129358223	0.013661969731348278	0.04780896249559776	0.005									0.16710082	0.033777174	0.21341849999999998	0.10610739	0.00057163497	0.0	0.00057163497	0.00057163497
155	154	730.0	0.0	8.0	1.0	8.0	4606.0	0.4650825999999849	0.04	8.0	0.0																0.02198279677275562	0.011007233160822624	0.03862765278603995	0.005									0.109406956	0.05316155	0.18162623	0.03135206	0.00068611605	0.0	0.00068611605	0.00068611605
156	155	733.0	0.0	16.0	1.0	16.0	4622.0	0.4649257999999848	0.08	16.0	0.0																0.04044747932477151	0.02128626449475752	0.07427111445256218	0.005									0.13086931	0.05594201	0.20596756	0.022823185	0.0020568278	0.0014752966	0.0035321245	0.0005815312999999999
157	156	750.0	0.0	86.0	1.0	86.0	4708.0	0.4640829999999844	0.43000000000000027	86.0	1.0																0.1669307441472213	0.0825882962568374	0.2893328889226158	0.005									0.12572105	0.033716995	0.21204121	0.022250261	0.0013370439	0.0015703683999999999	0.005718801999999999	4.9574655e-06
158	157	776.0	0.0	130.0	1.0	130.0	4838.0	0.4628089999999839	0.6500000000000005	130.0	1.0																0.22232566035264406	0.10328425496595038	0.3646228702440029	0.005									0.16647	0.03214698	0.20666116	0.011583319	0.0005899028599999999	0.0006805308999999999	0.0025911876	2.5152638e-05
159	158	785.0	0.0	45.0	1.0	45.0	4883.0	0.4623679999999837	0.2250000000000001	45.0	1.0																0.09980403467025832	0.052146814637499095	0.1819072569680644	0.005									0.18963024	0.036509976	0.24153689	0.10610833	0.0010059297	0.00070525875	0.002573868	0.00032701
160	159	822.0	0.0	186.0	1.0	186.0	5069.0	0.4605451999999829	0.9300000000000008	186.0	1.0																0.27491390652578124	0.1181511617145709	0.42288902410307744	0.005									0.15242437	0.060644845999999995	0.22239485	-0.08643959	0.00037704955000000004	0.00035604264	0.0014426742000000002	2.8894265e-05
161	160	845.0	0.0	112.0	1.0	112.0	5181.0	0.4594475999999824	0.5600000000000004	112.0	0.0																0.20142905114499632	0.09601480623075216	0.33777723506828705	0.005									0.24214216	0.04467448	0.30364615	0.10174585	0.0008171462	0.0020207895	0.009783551	1.9796367e-05
162	161	853.0	0.0	39.0	1.0	39.0	5220.0	0.4590653999999823	0.1950000000000001	39.0	0.0																0.08842533149959039	0.04649470368874317	0.1621354754698583	0.005									0.18081489	0.05421427	0.28049883	0.03140717	0.0021131947	0.001896586	0.005057525	0.00018510045
163	162	856.0	0.0	15.0	1.0	15.0	5235.0	0.4589183999999822	0.075	15.0	1.0																0.03819257031625213	0.02004889587224851	0.06997082267935574	0.005									0.09488954	0.023280017000000004	0.13443829999999998	0.056891992999999995	0.0025559487	0.001133726	0.0036896747	0.0014222227
164	163	883.0	0.0	132.0	1.0	132.0	5367.0	0.4576247999999816	0.6600000000000005	132.0	0.0																0.22451234365538966	0.10400392401509403	0.3673168751261472	0.005									0.17934616	0.029152595	0.22303283	0.06410231	0.0005004121	0.000651895	0.003174438	2.1929001e-05
165	164	887.0	0.0	18.0	1.0	18.0	5385.0	0.4574483999999816	0.09000000000000001	18.0	1.0																0.04491284398774094	0.023722760004486008	0.0827431192749562	0.005									0.16852592	0.05004108	0.22275043	0.046234578	0.001634939	0.0012136066	0.0033109607	0.0004768113
166	165	909.0	0.0	111.0	1.0	111.0	5496.0	0.4563605999999811	0.5550000000000004	111.0	0.0																0.20020068912766933	0.09556621710520896	0.3361386212810981	0.005									0.1934191	0.022253703	0.22918445	0.07398864	0.0006021973000000001	0.000770391	0.0030257017	9.8116e-06