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	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
3	2	0.0	1.0	16.0	1.0	16.0	29.0	0.5			0.0
4	3	0.0	1.0	27.0	1.0	27.0	56.0	0.5			0.0
5	4	0.0	1.0	11.0	1.0	11.0	67.0	0.5			0.0
6	5	0.0	1.0	10.0	1.0	10.0	77.0	0.5			0.0
7	6	0.0	1.0	17.0	1.0	17.0	94.0	0.5			0.0
8	7	0.0	1.0	12.0	1.0	12.0	106.0	0.5			0.0
9	8	0.0	1.0	15.0	1.0	15.0	121.0	0.5			0.0
10	9	0.0	1.0	17.0	1.0	17.0	138.0	0.5			0.0
11	10	0.0	1.0	34.0	1.0	34.0	172.0	0.5			0.0
12	11	0.0	1.0	15.0	1.0	15.0	187.0	0.5			0.0
13	12	0.0	1.0	14.0	1.0	14.0	201.0	0.5			0.0
14	13	0.0	1.0	17.0	1.0	17.0	218.0	0.5			0.0
15	14	0.0	1.0	17.0	1.0	17.0	235.0	0.5			0.0
16	15	0.0	1.0	27.0	1.0	27.0	262.0	0.5			0.0
17	16	0.0	1.0	17.0	1.0	17.0	279.0	0.5			0.0
18	17	0.0	1.0	51.0	1.0	51.0	330.0	0.5			0.0
19	18	0.0	1.0	20.0	1.0	20.0	350.0	0.5			0.0
20	19	0.0	1.0	52.0	1.0	52.0	402.0	0.5			0.0
21	20	0.0	1.0	9.0	1.0	9.0	411.0	0.5			0.0
22	21	0.0	1.0	37.0	1.0	37.0	448.0	0.5			0.0
23	22	0.0	1.0	14.0	1.0	14.0	462.0	0.5			0.0
24	23	0.0	1.0	36.0	1.0	36.0	498.0	0.5			0.0
25	24	0.0	1.0	12.0	1.0	12.0	510.0	0.5			0.0
26	25	0.0	1.0	19.0	1.0	19.0	529.0	0.5			0.0
27	26	0.0	1.0	25.0	1.0	25.0	554.0	0.5			0.0
28	27	0.0	1.0	12.0	1.0	12.0	566.0	0.5			0.0
29	28	0.0	1.0	52.0	1.0	52.0	618.0	0.5			0.0
30	29	0.0	1.0	26.0	1.0	26.0	644.0	0.5			0.0
31	30	0.0	1.0	16.0	1.0	16.0	660.0	0.5			0.0
32	31	0.0	1.0	33.0	1.0	33.0	693.0	0.5			0.0
33	32	0.0	1.0	14.0	1.0	14.0	707.0	0.5			0.0
34	33	0.0	1.0	16.0	1.0	16.0	723.0	0.5			0.0
35	34	0.0	1.0	13.0	1.0	13.0	736.0	0.5			0.0
36	35	0.0	1.0	31.0	1.0	31.0	767.0	0.5			0.0
37	36	0.0	1.0	11.0	1.0	11.0	778.0	0.5			0.0
38	37	0.0	1.0	22.0	1.0	22.0	800.0	0.5			0.0
39	38	0.0	1.0	25.0	1.0	25.0	825.0	0.5			0.0
40	39	0.0	1.0	20.0	1.0	20.0	845.0	0.5			0.0
41	40	0.0	1.0	22.0	1.0	22.0	867.0	0.5			0.0
42	41	0.0	1.0	49.0	1.0	49.0	916.0	0.5			0.0
43	42	0.0	1.0	14.0	1.0	14.0	930.0	0.5			0.0
44	43	0.0	1.0	22.0	1.0	22.0	952.0	0.5			0.0
45	44	0.0	1.0	12.0	1.0	12.0	964.0	0.5			0.0
46	45	0.0	1.0	20.0	1.0	20.0	984.0	0.5			0.0
47	46	0.0	1.0	10.0	1.0	10.0	994.0	0.5			0.0
48	47	0.0	1.0	17.0	1.0	17.0	1011.0	0.5			0.0
49	48	0.0	1.0	32.0	1.0	32.0	1043.0	0.5			1.0
50	49	2.0	0.0	11.0	1.0	11.0	1054.0	0.4998922	0.054999999999999986	11.0	0.0																								-0.100042276	0.07757446	-0.010041197	-0.26264054	0.008472417	0.008064121	0.016536538	0.00040829597999999997
51	50	5.0	0.0	15.0	1.0	15.0	1069.0	0.4997451999999999	0.075	15.0	0.0																								-0.054855224	0.1140134	0.06912712	-0.31312045	0.008267311999999999	0.0017350753	0.010496271000000001	0.006264274
52	51	7.0	0.0	10.0	1.0	10.0	1079.0	0.4996471999999999	0.05	10.0	0.0																								-0.035887975	0.04835239	0.002918382	-0.13739823	0.0010723535	0.00044474449999999996	0.0015170979000000001	0.0006276089
53	52	9.0	0.0	10.0	1.0	10.0	1089.0	0.4995491999999998	0.05	10.0	0.0																								-0.043764338	0.09033917	0.04751099	-0.23173198	0.0033496520000000003	0.0009777192999999998	0.0043273713	0.0023719326
54	53	11.0	0.0	10.0	1.0	10.0	1099.0	0.4994511999999998	0.05	10.0	0.0																								-0.022333653999999998	0.047629766	0.021797134	-0.10062294	0.010308892	0.009514375	0.019823266000000003	0.00079451705
55	54	14.0	0.0	13.0	1.0	13.0	1112.0	0.4993237999999997	0.06499999999999999	13.0	0.0																								-0.009346746999999999	0.032149172999999996	0.023786533999999998	-0.07406299599999999	0.0031214123999999998	0.0022371642000000003	0.006134869499999999	0.0007800215400000001
56	55	17.0	0.0	15.0	1.0	15.0	1127.0	0.4991767999999997	0.075	15.0	0.0																								-0.04060881	0.07647934	0.044364377999999996	-0.19085774	0.0038022406	0.0027486044	0.007459194000000001	0.0008325987
57	56	19.0	0.0	9.0	1.0	9.0	1136.0	0.4990885999999996	0.045	9.0	1.0																								0.0046848617	0.010546281000000001	0.01693597	-0.010982546000000001	0.0017351022	0.0012046186	0.0029397206	0.0005304835500000001
58	57	27.0	0.0	37.0	1.0	37.0	1173.0	0.4987259999999994	0.18500000000000008	37.0	0.0																								-0.023404324	0.07608927	0.07053799	-0.24171531	0.0013422526000000001	0.0016790704	0.0048068543	9.262511999999998e-05
59	58	30.0	0.0	12.0	1.0	12.0	1185.0	0.4986083999999994	0.05999999999999999	12.0	0.0																								-0.0037914223999999997	0.027513467000000003	0.02419366	-0.06077269	0.0027501547999999997	0.0011862278999999999	0.0037167715000000004	0.0010794359
60	59	34.0	0.0	17.0	1.0	17.0	1202.0	0.4984417999999993	0.085	17.0	1.0																								-0.0011837119	0.0130559895	0.013382878	-0.03529517	0.0027394812	0.0023556196	0.006767354000000001	0.0007979467599999999
61	60	49.0	0.0	73.0	1.0	73.0	1275.0	0.49772639999999896	0.3650000000000002	73.0	0.0																								0.0033829964000000002	0.013255828	0.039363943	-0.034750856000000004	0.0002767052	0.00027780535	0.0011345532	6.965658e-05
62	61	65.0	0.0	81.0	1.0	81.0	1356.0	0.4969325999999986	0.40500000000000025	81.0	0.0																								0.021956512999999997	0.01389271	0.05585181	-0.001156203	0.00042815465999999995	0.00023571291	0.0007664949	5.8367932e-05
63	62	76.0	0.0	56.0	1.0	56.0	1412.0	0.4963837999999984	0.2800000000000001	56.0	1.0																								0.025236044	0.0105271395	0.05044215	0.011393368999999999	0.00041891486000000003	0.00028227994	0.0010392268	0.00013767756000000002
64	63	83.0	0.0	36.0	1.0	36.0	1448.0	0.4960309999999983	0.18000000000000008	36.0	0.0																								0.029066635	0.008672751999999999	0.056770302	0.015187825	0.0003339175	0.00033042138	0.0011272025	0.00011887072
65	64	95.0	0.0	61.0	1.0	61.0	1509.0	0.49543319999999796	0.30500000000000016	61.0	0.0																								0.030062806	0.008502535	0.05110822	0.017581153999999998	0.00038956964	0.00032245615000000004	0.0010810032000000002	0.000112903304
66	65	101.0	0.0	27.0	1.0	27.0	1536.0	0.4951685999999979	0.13500000000000004	27.0	0.0																								0.034087862999999996	0.008873004	0.051453295999999996	0.024665527000000003	0.000924173	0.0009018083	0.0022817173	0.00019760379
67	66	109.0	0.0	41.0	1.0	41.0	1577.0	0.4947667999999977	0.2050000000000001	41.0	0.0																								0.03590907	0.008521062	0.057928532000000005	0.026762453999999998	0.0010166747	0.0017493623	0.005633994	0.00014520244
68	67	115.0	0.0	27.0	1.0	27.0	1604.0	0.4945021999999976	0.13500000000000004	27.0	0.0																								0.047802705	0.008728943000000001	0.065188155	0.031394757	0.0009772249000000002	0.0005235556	0.0019868638	0.00045736137
69	68	118.0	0.0	16.0	1.0	16.0	1620.0	0.4943453999999976	0.08	16.0	0.0																								0.051733904000000004	0.012263592	0.08248801	0.029774877999999998	0.0014774143	0.0011329994000000001	0.0029849275	0.00025346142
70	69	121.0	0.0	13.0	1.0	13.0	1633.0	0.4942179999999975	0.06499999999999999	13.0	0.0																								0.04534572	0.009020883	0.061377544000000006	0.03307831	0.0011564031	0.00082674803	0.0023221578	0.0004958698000000001
71	70	123.0	0.0	10.0	1.0	10.0	1643.0	0.4941199999999975	0.05	10.0	0.0																								0.06968933	0.010241762	0.08856887	0.053923685	0.0025915953	0.0001553921	0.0027469874	0.0024362032
72	71	136.0	0.0	66.0	1.0	66.0	1709.0	0.4934731999999972	0.3300000000000002	66.0	0.0																								0.039708965	0.00686139	0.06360054	0.030415268999999998	0.00073783513	0.0010628563000000001	0.004346609600000001	0.00015445191999999999
73	72	142.0	0.0	30.0	1.0	30.0	1739.0	0.493179199999997	0.15000000000000005	30.0	1.0																								0.052495718	0.013437238	0.07601127	0.022947138	0.00041357415999999995	0.00014432761	0.0006210935	0.00021780463
74	73	144.0	0.0	11.0	1.0	11.0	1750.0	0.493071399999997	0.054999999999999986	11.0	0.0																								0.07883914	0.014815776000000001	0.10798859999999999	0.061412997999999996	0.0017814457	0.00075632444	0.0025377702	0.0010251213
75	74	148.0	0.0	17.0	1.0	17.0	1767.0	0.4929047999999969	0.085	17.0	0.0																								0.05341814	0.0033267509999999998	0.05797311	0.04853251	0.0017582974	0.0019984138	0.005215515	0.0004899616
76	75	153.0	0.0	25.0	1.0	25.0	1792.0	0.4926597999999968	0.12500000000000006	25.0	0.0																								0.03914618	0.021628752	0.07294553	-0.006932031	0.0011680716000000001	0.0007580823	0.0019239963	0.00019454792
77	76	165.0	0.0	59.0	1.0	59.0	1851.0	0.4920815999999966	0.2950000000000001	59.0	0.0																								0.04041045	0.0095993215	0.059832074000000006	0.009648573	0.00048636238	0.0003516218	0.0015390691	8.9677706e-05
78	77	175.0	0.0	48.0	1.0	48.0	1899.0	0.4916111999999964	0.2400000000000001	48.0	0.0																								0.04585686	0.0101107275	0.067393556	0.02826384	0.00029794456	0.00025303056	0.0008333428999999999	5.8107005e-05
79	78	177.0	0.0	11.0	1.0	11.0	1910.0	0.4915033999999963	0.054999999999999986	11.0	1.0																								0.048202902	0.021864219	0.07191319	0.012465209	0.0013766759	7.4593525e-05	0.0014512695000000002	0.0013020824000000001
80	79	189.0	0.0	57.0	1.0	57.0	1967.0	0.4909447999999961	0.2850000000000001	57.0	0.0																								0.052893195	0.011440128	0.08076356	0.021731712	0.00046481832	0.0006437131	0.0019930945999999997	2.5270259999999998e-05
81	80	196.0	0.0	36.0	1.0	36.0	2003.0	0.4905919999999959	0.18000000000000008	36.0	0.0																								0.058467884000000005	0.015387142	0.090176694	0.027546149	0.0007269266999999999	0.0005030688999999999	0.0014987863	0.000104427774
82	81	205.0	0.0	46.0	1.0	46.0	2049.0	0.4901411999999957	0.2300000000000001	46.0	0.0																								0.06093196	0.007511809499999999	0.07037766	0.039854124	0.00049425627	0.0008028564	0.0027535006	8.1958526e-05
83	82	208.0	0.0	13.0	1.0	13.0	2062.0	0.4900137999999957	0.06499999999999999	13.0	0.0																								0.057286844	0.0093758395	0.06913173	0.034348063	0.000860659	0.0008996363000000001	0.0021322577	0.00018886328000000002
84	83	211.0	0.0	14.0	1.0	14.0	2076.0	0.4898765999999956	0.06999999999999999	14.0	1.0																								0.05263607	0.008032284	0.064974345	0.04099195	0.001172714	0.0010607516	0.0026489098	0.00020347668
85	84	230.0	0.0	93.0	1.0	93.0	2169.0	0.4889651999999952	0.4650000000000003	93.0	0.0																								0.06410845	0.00782851	0.08743774	0.03740609	0.0003534712	0.00024956645	0.0009346542599999999	0.00011279688999999999
86	85	243.0	0.0	63.0	1.0	63.0	2232.0	0.488347799999995	0.31500000000000017	63.0	0.0																								0.069314964	0.010985478	0.08683908	0.04042889	0.00052838377	0.0010640568	0.0041654957	8.746336e-05
87	86	256.0	0.0	66.0	1.0	66.0	2298.0	0.4877009999999946	0.3300000000000002	66.0	1.0																								0.06611705	0.011681728999999998	0.08371733	0.02922386	0.0005219859	0.000952217	0.00379205	4.9057013e-05
88	87	266.0	0.0	50.0	1.0	50.0	2348.0	0.4872109999999945	0.2500000000000001	50.0	0.0																								0.07734602	0.009869209	0.09253773	0.056431174	0.0003303181	0.00046183684000000003	0.0016906805	9.095061e-05
89	88	282.0	0.0	78.0	1.0	78.0	2426.0	0.4864465999999941	0.3900000000000001	78.0	1.0																								0.08069633	0.011534178999999999	0.099000536	0.049096573	0.00033337116	0.00039947394	0.0017349236	3.9285653e-05
90	89	292.0	0.0	50.0	1.0	50.0	2476.0	0.4859565999999939	0.2500000000000001	50.0	0.0																								0.07368112	0.011256305500000001	0.09322866	0.05036321	0.0006237618	0.0012333611	0.00430684	6.651221999999999e-05
91	90	303.0	0.0	52.0	1.0	52.0	2528.0	0.4854469999999937	0.2600000000000001	52.0	0.0																								0.08667024	0.016815576999999998	0.117208354	0.027831156	0.0006188103599999999	0.0007562599499999999	0.0026159135000000003	8.282794e-05
92	91	313.0	0.0	48.0	1.0	48.0	2576.0	0.4849765999999935	0.2400000000000001	48.0	0.0																								0.086305164	0.01288006	0.10580188	0.062465075	0.00071687275	0.001467437	0.0050979004999999996	3.9354967e-05
93	92	317.0	0.0	21.0	1.0	21.0	2597.0	0.4847707999999934	0.10500000000000002	21.0	0.0																								0.090218596	0.009241879	0.10393753	0.07443916	0.001269424	0.0019166027	0.0045848633	5.462566300000001e-05
94	93	320.0	0.0	12.0	1.0	12.0	2609.0	0.4846531999999933	0.05999999999999999	12.0	0.0																								0.087736696	0.012435358	0.10571917	0.067471854	0.0017620045000000001	0.0017912582999999999	0.0042807353000000005	0.00026831886
95	94	323.0	0.0	16.0	1.0	16.0	2625.0	0.4844963999999933	0.08	16.0	0.0																								0.083215594	0.017241233999999998	0.110870495	0.048248902	0.0018665433	0.0020309621	0.0047335075	0.00028273303
96	95	325.0	0.0	10.0	1.0	10.0	2635.0	0.4843983999999932	0.05	10.0	0.0																								0.070341185	0.025979035	0.106879205	0.02501835	0.0023113273000000003	0.0013504161	0.0036617434000000004	0.0009609110400000001
97	96	328.0	0.0	14.0	1.0	14.0	2649.0	0.4842611999999932	0.06999999999999999	14.0	0.0																								0.06586764	0.022636527000000004	0.10035722	0.012900347	0.0004555974	0.00033835386	0.00090743194	9.32648e-05
98	97	332.0	0.0	17.0	1.0	17.0	2666.0	0.4840945999999931	0.085	17.0	0.0																								0.05443081	0.02027382	0.09894882	0.020643825	0.00044820117	0.00018224769	0.00074991136	0.00026079317
99	98	341.0	0.0	42.0	1.0	42.0	2708.0	0.4836829999999929	0.2100000000000001	42.0	0.0																								0.060531903	0.020662373	0.10540438	0.02162084	0.0008067374	0.00032112797	0.001458176	0.00023162352000000004
100	99	348.0	0.0	35.0	1.0	35.0	2743.0	0.4833399999999928	0.17500000000000007	35.0	1.0																								0.06581134	0.02081729	0.10703735	0.007853741	0.0006105191	0.00063286076	0.0020838617	9.686078000000002e-05
101	100	354.0	0.0	27.0	1.0	27.0	2770.0	0.4830753999999927	0.13500000000000004	27.0	0.0																								0.07244202	0.02157645	0.10217467	0.021860735	0.0006877497999999999	0.00076454773	0.0021975113	5.7608428000000006e-05
102	101	362.0	0.0	38.0	1.0	38.0	2808.0	0.4827029999999925	0.19000000000000009	38.0	0.0																								0.07477166	0.021252012	0.10711109	0.035391014	0.0007011086	0.0011727537	0.0037503370000000003	7.927009e-05
103	102	369.0	0.0	32.0	1.0	32.0	2840.0	0.4823893999999924	0.16000000000000006	32.0	1.0																								0.094539665	0.020445794	0.11273952599999999	0.025302573999999998	0.00048224567000000005	0.0006267860299999999	0.0019762245999999997	5.7554807e-05
104	103	373.0	0.0	20.0	1.0	20.0	2860.0	0.4821933999999923	0.10000000000000002	20.0	0.0																								0.0808584	0.03023175	0.11441225599999999	-0.009442246	0.0008242564	0.0010606995	0.002637767	4.712143e-05
105	104	381.0	0.0	37.0	1.0	37.0	2897.0	0.4818307999999921	0.18500000000000008	37.0	0.0																								0.08952154	0.017906858	0.11861621	0.0503153	0.0005119734999999999	0.00051525916	0.0013568522	3.9250244e-05
106	105	385.0	0.0	18.0	1.0	18.0	2915.0	0.481654399999992	0.09000000000000001	18.0	0.0																								0.07892393	0.024771623	0.11007117	0.024927232	0.00039395992999999996	0.0004888485	0.0012308627000000001	4.5982757e-05
107	106	388.0	0.0	16.0	1.0	16.0	2931.0	0.48149759999999203	0.08	16.0	1.0																								0.07611526	0.027747286	0.11232339999999999	0.026386963	0.0010496273	0.00062783767	0.0016870241000000001	0.00019561202
108	107	395.0	0.0	36.0	1.0	36.0	2967.0	0.4811447999999918	0.18000000000000008	36.0	0.0																								0.0940034	0.025673902000000002	0.118176945	0.011136485	0.00047360720000000004	0.0006426830999999999	0.0020081669	4.627571e-05
109	108	401.0	0.0	28.0	1.0	28.0	2995.0	0.4808703999999917	0.14000000000000004	28.0	0.0																								0.08049737	0.030260632000000003	0.11369682	0.016448231	0.00034665328	0.00033583897000000006	0.001075385	7.439840999999999e-05
110	109	406.0	0.0	22.0	1.0	22.0	3017.0	0.4806547999999916	0.11000000000000004	22.0	1.0																								0.07515854400000001	0.02000737	0.11507933599999999	0.041938517	0.00039063557	0.0005858494000000001	0.0015607151	5.667899e-05
111	110	415.0	0.0	43.0	1.0	43.0	3060.0	0.4802333999999914	0.2150000000000001	43.0	0.0																								0.08199599	0.02650553	0.11200468	0.0032864097	0.0003122165	0.0003048969	0.0010735586	1.7404049999999998e-05
112	111	419.0	0.0	21.0	1.0	21.0	3081.0	0.4800275999999914	0.10500000000000002	21.0	0.0																								0.07508436	0.027690064	0.11375618	-0.0029162867	0.00013995802	0.00013415402	0.00035772669999999996	1.6042979e-05
113	112	425.0	0.0	27.0	1.0	27.0	3108.0	0.4797629999999912	0.13500000000000004	27.0	1.0																								0.07754027	0.02907531	0.10765919	-0.0057065785	0.00036259255	0.00045107212	0.0013477978	3.8002556e-05
114	113	459.0	0.0	167.0	1.0	167.0	3275.0	0.4781263999999905	0.8350000000000006	167.0	0.0																								0.10693607	0.013247031000000001	0.14147398	0.05530592	0.00034048175000000005	0.0003409618	0.0016725134	4.0050643000000003e-05
115	114	470.0	0.0	54.0	1.0	54.0	3329.0	0.4775971999999903	0.2700000000000001	54.0	0.0																								0.09783638	0.014210155	0.121595874	0.06562586	0.0018751406	0.00509543	0.01797571	1.0282092e-05
116	115	473.0	0.0	13.0	1.0	13.0	3342.0	0.4774697999999902	0.06499999999999999	13.0	0.0																								0.12055349	0.0198577	0.16092788	0.08908134	0.0043101883	0.0043730303000000005	0.010485079	0.0009258639
117	116	481.0	0.0	38.0	1.0	38.0	3380.0	0.4770973999999901	0.19000000000000009	38.0	0.0																								0.10383557	0.018777827	0.13075429	0.040918034	0.0021908577	0.003702913	0.011644128	0.00014846315000000002
118	117	483.0	0.0	11.0	1.0	11.0	3391.0	0.47698959999999	0.054999999999999986	11.0	1.0																								0.09414554	0.020102328	0.124303415	0.044348307000000003	0.0032380712	0.0016241065	0.0048621777	0.0016139645999999998
119	118	497.0	0.0	71.0	1.0	71.0	3462.0	0.4762937999999897	0.3550000000000002	71.0	0.0																								0.107697435	0.024688836000000002	0.17064953	0.0349197	0.0015586037	0.0013474342	0.0038822177	0.00029849922
120	119	501.0	0.0	19.0	1.0	19.0	3481.0	0.4761075999999896	0.095	19.0	0.0																								0.10114119	0.034263246000000004	0.14866996	0.027756972	0.00266776	0.0038754705	0.009372669	0.00019807628
121	120	512.0	0.0	56.0	1.0	56.0	3537.0	0.4755587999999894	0.2800000000000001	56.0	0.0																								0.061870337000000004	0.039891723999999996	0.12733730000000001	-0.004618234000000001	0.0008445036	0.0013600044	0.0049889963	3.083034e-05
122	121	540.0	0.0	141.0	1.0	141.0	3678.0	0.4741769999999888	0.7050000000000005	141.0	0.0																								0.08795894	0.031049713	0.13248347	-0.0072170609999999994	0.0005008796	0.0007466403	0.0031727457	2.6582109e-05
123	122	546.0	0.0	29.0	1.0	29.0	3707.0	0.4738927999999887	0.14500000000000005	29.0	0.0																								0.10910623	0.029292758999999998	0.15018529	0.037129447	0.0013139961999999999	0.0016373259	0.0049090204	6.652583000000001e-05
124	123	551.0	0.0	25.0	1.0	25.0	3732.0	0.4736477999999886	0.12500000000000006	25.0	1.0																								0.11078038	0.026850132000000002	0.15009554	0.05634758	0.000832336	0.0013113666	0.0034525427	9.545469999999999e-05
125	124	566.0	0.0	73.0	1.0	73.0	3805.0	0.4729323999999882	0.3650000000000002	73.0	1.0																								0.11618093	0.029329961	0.15459387	-0.0047132885	0.0005589359	0.00042463772000000006	0.0016885846	6.729819e-05
126	125	575.0	0.0	42.0	1.0	42.0	3847.0	0.4725207999999881	0.2100000000000001	42.0	0.0																								0.10920724	0.034292	0.15668614	0.015985671	0.000809322	0.00072633335	0.0023108245999999997	0.00016529147000000002
127	126	579.0	0.0	20.0	1.0	20.0	3867.0	0.472324799999988	0.10000000000000002	20.0	0.0																								0.11677814	0.026430931	0.14805263	0.08370029	0.0017216903	0.0012734425	0.0038807697	0.0005874014499999999
128	127	588.0	0.0	45.0	1.0	45.0	3912.0	0.4718837999999878	0.2250000000000001	45.0	0.0																								0.13337279999999999	0.017486935	0.15226728	0.08668905	0.0017999014000000002	0.0037901283000000003	0.012424818	0.00014787823999999999
129	128	594.0	0.0	29.0	1.0	29.0	3941.0	0.4715995999999877	0.14500000000000005	29.0	1.0																								0.12740369	0.034668256	0.16388452	0.02239093	0.0021972188	0.0036293296000000004	0.010295438	0.0001587468
130	129	597.0	0.0	12.0	1.0	12.0	3953.0	0.4714819999999876	0.05999999999999999	12.0	0.0																								0.09537434	0.040523943	0.1563128	0.01636561	0.0022005953	0.002716035	0.0060409997	0.00021923361
131	130	599.0	0.0	11.0	1.0	11.0	3964.0	0.4713741999999876	0.054999999999999986	11.0	0.0																								0.07344342	0.04248299	0.12956516	0.012846198	0.0008811642	0.0006095372400000001	0.0014907015	0.00027162697999999995
132	131	604.0	0.0	25.0	1.0	25.0	3989.0	0.4711291999999875	0.12500000000000006	25.0	1.0																								0.112961575	0.05827648	0.16186778	-0.024747446	0.0016522559	0.0022019718	0.006021337	5.7248984e-05
133	132	616.0	0.0	59.0	1.0	59.0	4048.0	0.4705509999999872	0.2950000000000001	59.0	0.0																								0.11707122	0.030976878	0.15374847	-0.010935686000000002	0.0011643927	0.0016733748	0.006643014	0.00017186566000000001
134	133	629.0	0.0	62.0	1.0	62.0	4110.0	0.469943399999987	0.31000000000000016	62.0	1.0																								0.11498453	0.030135296000000002	0.16435954	0.0016363217	0.000561636	0.0005540850700000001	0.0016901484	5.397919e-05
135	134	645.0	0.0	79.0	1.0	79.0	4189.0	0.4691691999999866	0.39500000000000013	79.0	0.0																								0.12002779	0.03679797	0.17635936	0.02280591	0.00037248720000000003	0.00037342415	0.0012500611	2.6747459e-05
136	135	656.0	0.0	55.0	1.0	55.0	4244.0	0.4686301999999864	0.2750000000000001	55.0	0.0																								0.13933967	0.032247473	0.17288542	0.03839068	0.00048424257000000007	0.00053855224	0.0018622754000000002	6.8789166e-05
137	136	670.0	0.0	71.0	1.0	71.0	4315.0	0.4679343999999861	0.3550000000000002	71.0	0.0																								0.11954418	0.03945697	0.18328599999999998	-0.02571401	0.0009619267	0.0019646368	0.007820067	5.7704925000000006e-05
138	137	675.0	0.0	24.0	1.0	24.0	4339.0	0.467699199999986	0.12000000000000005	24.0	1.0																								0.12602466	0.020739114	0.1752569	0.101925865	0.00051105296	0.00037134302000000003	0.0011546089	0.00010128243
139	138	689.0	0.0	67.0	1.0	67.0	4406.0	0.4670425999999857	0.3350000000000002	67.0	0.0																								0.15350918	0.030134615	0.18242203	0.028107597	0.0008031525599999999	0.0012251127	0.0039546844	4.298737e-05
140	139	692.0	0.0	14.0	1.0	14.0	4420.0	0.4669053999999857	0.06999999999999999	14.0	1.0																								0.10641505	0.047699387999999995	0.16914104	0.024286427000000003	0.003966004	0.0035226703999999996	0.00893573	0.0011808466000000001
141	140	710.0	0.0	88.0	1.0	88.0	4508.0	0.4660429999999853	0.4400000000000003	88.0	0.0																								0.14234164	0.045971572	0.19116944	-0.007973004	0.0009505283000000001	0.001864586	0.008261826	1.9420281e-06
142	141	714.0	0.0	19.0	1.0	19.0	4527.0	0.4658567999999852	0.095	19.0	1.0																								0.13837501	0.027311804	0.17510481	0.08078242	0.00037734746	0.0004513275	0.0011579688	7.985814599999999e-05
143	142	722.0	0.0	38.0	1.0	38.0	4565.0	0.465484399999985	0.19000000000000009	38.0	0.0																								0.15275356	0.041184824	0.19189507	0.03874386	0.001736246	0.003933222	0.012122841	3.130371e-05
144	143	724.0	0.0	11.0	1.0	11.0	4576.0	0.46537659999998493	0.054999999999999986	11.0	0.0																								0.09182172	0.06321186599999999	0.17460512	0.010896252	0.0008162916999999999	0.00012768450000000001	0.0009439762	0.0006886072
145	144	727.0	0.0	13.0	1.0	13.0	4589.0	0.4652491999999849	0.06499999999999999	13.0	0.0																								0.09380333	0.07728549	0.17979321	-0.036948107	0.001282558	0.00082375936	0.0021257882	0.00016481697
146	145	729.0	0.0	11.0	1.0	11.0	4600.0	0.4651413999999849	0.054999999999999986	11.0	0.0																								0.06882648	0.09418333	0.18092869	-0.09683158	0.00086104765	0.00010911421999999999	0.0009701618699999999	0.0007519334299999999
147	146	731.0	0.0	9.0	1.0	9.0	4609.0	0.4650531999999849	0.045	9.0	1.0																								0.06084106	0.07937219	0.17458388	-0.04074269	0.0019012335999999998	0.0007346941000000001	0.0026359276	0.0011665394
148	147	760.0	0.0	144.0	1.0	144.0	4753.0	0.4636419999999842	0.7200000000000005	144.0	1.0																								0.10028082	0.028558621	0.17998102	0.052868128	0.00033785135	0.00064395345	0.0034329342	9.458792e-06
149	148	784.0	0.0	117.0	1.0	117.0	4870.0	0.4624953999999837	0.5850000000000004	117.0	1.0																								0.18678568	0.032050822	0.24942665	0.08207187	0.0010880582	0.0014341692000000002	0.0061495685999999996	1.3989082e-05
150	149	821.0	0.0	186.0	1.0	186.0	5056.0	0.460672599999983	0.9300000000000008	186.0	1.0																								0.13147303	0.042536977999999996	0.20688142	0.07233537	0.0013688125	0.006421947	0.039825708	1.9897543e-05
151	150	842.0	0.0	106.0	1.0	106.0	5162.0	0.4596337999999825	0.5300000000000004	106.0	0.0																								0.17952335	0.024892554	0.24076073	0.12008445	0.000735377	0.0012780756	0.0060069347	8.501035000000001e-06
152	151	846.0	0.0	18.0	1.0	18.0	5180.0	0.4594573999999824	0.09000000000000001	18.0	0.0																								0.16866831	0.041866407	0.20791405	0.09791973	0.0070966132999999995	0.011521525	0.027048923	0.00024753864
153	152	850.0	0.0	20.0	1.0	20.0	5200.0	0.4592613999999823	0.10000000000000002	20.0	0.0																								0.173965	0.049598965999999994	0.22304587	0.051161893	0.0039948057	0.00512662	0.012795353	0.00031657782000000005
154	153	853.0	0.0	12.0	1.0	12.0	5212.0	0.4591437999999823	0.05999999999999999	12.0	0.0																								0.15738775	0.053130023	0.20817988	0.04821132	0.0037416473	0.0030882037	0.008002473000000001	0.0007808572
155	154	855.0	0.0	10.0	1.0	10.0	5222.0	0.4590457999999822	0.05	10.0	0.0																								0.09837177400000001	0.070971854	0.18643503	-0.016894	0.002524713	0.00027221395	0.0027969270000000003	0.002252499
156	155	857.0	0.0	9.0	1.0	9.0	5231.0	0.4589575999999822	0.045	9.0	0.0																								0.114872605	0.054454137	0.19863646	0.03763429	0.0036154552	0.0014711163	0.0050865714	0.0021443388000000002
157	156	860.0	0.0	12.0	1.0	12.0	5243.0	0.4588399999999822	0.05999999999999999	12.0	1.0																								0.090252	0.092547216	0.22055149	-0.038832214	0.008208018000000001	0.007720834	0.01884942	0.00076898077
158	157	863.0	0.0	12.0	1.0	12.0	5255.0	0.4587223999999821	0.05999999999999999	12.0	0.0																								0.11823908	0.06728469599999999	0.21499598	-0.006525100000000001	0.00379915	0.0023530077	0.007126785300000001	0.0021252884
159	158	866.0	0.0	16.0	1.0	16.0	5271.0	0.458565599999982	0.08	16.0	0.0																								0.17382096	0.037016675	0.22552742	0.10620298	0.0017659543	0.0009322878300000001	0.002999939	0.00074683985
160	159	878.0	0.0	61.0	1.0	61.0	5332.0	0.4579677999999818	0.30500000000000016	61.0	1.0																								0.17448065	0.04803782	0.24544917	0.024366211000000002	0.0015225649	0.0021583698999999997	0.0077795973	9.743404e-05
161	160	918.0	0.0	198.0	1.0	198.0	5530.0	0.4560273999999809	0.9900000000000008	198.0	0.0																								0.19835195	0.015400337	0.22415386	0.14116779999999998	0.00028594947	0.0005701542	0.0035361375	2.2786633000000003e-05