coach/rl_coach/traces/Atari_NStepQ_breakout/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	24.0	1.0	24.0	24.0	0.5			0.0
3	2	0.0	1.0	19.0	1.0	19.0	43.0	0.5			0.0
4	3	0.0	1.0	24.0	1.0	24.0	67.0	0.5			0.0
5	4	0.0	1.0	52.0	1.0	52.0	119.0	0.5			0.0
6	5	0.0	1.0	24.0	1.0	24.0	143.0	0.5			0.0
7	6	0.0	1.0	24.0	1.0	24.0	167.0	0.5			0.0
8	7	0.0	1.0	24.0	1.0	24.0	191.0	0.5			0.0
9	8	0.0	1.0	24.0	1.0	24.0	215.0	0.5			0.0
10	9	0.0	1.0	24.0	1.0	24.0	239.0	0.5			0.0
11	10	0.0	1.0	19.0	1.0	19.0	258.0	0.5			0.0
12	11	0.0	1.0	24.0	1.0	24.0	282.0	0.5			0.0
13	12	0.0	1.0	24.0	1.0	24.0	306.0	0.5			0.0
14	13	0.0	1.0	24.0	1.0	24.0	330.0	0.5			0.0
15	14	0.0	1.0	24.0	1.0	24.0	354.0	0.5			0.0
16	15	0.0	1.0	24.0	1.0	24.0	378.0	0.5			0.0
17	16	0.0	1.0	24.0	1.0	24.0	402.0	0.5			0.0
18	17	0.0	1.0	52.0	1.0	52.0	454.0	0.5			0.0
19	18	0.0	1.0	24.0	1.0	24.0	478.0	0.5			0.0
20	19	0.0	1.0	54.0	1.0	54.0	532.0	0.5			0.0
21	20	0.0	1.0	24.0	1.0	24.0	556.0	0.5			0.0
22	21	0.0	1.0	16.0	1.0	16.0	572.0	0.5			0.0
23	22	0.0	1.0	15.0	1.0	15.0	587.0	0.5			0.0
24	23	0.0	1.0	52.0	1.0	52.0	639.0	0.5			0.0
25	24	0.0	1.0	81.0	1.0	81.0	720.0	0.5			0.0
26	25	0.0	1.0	24.0	1.0	24.0	744.0	0.5			0.0
27	26	0.0	1.0	5.0	1.0	5.0	749.0	0.5			0.0
28	27	0.0	1.0	24.0	1.0	24.0	773.0	0.5			0.0
29	28	0.0	1.0	2.0	1.0	2.0	775.0	0.5			0.0
30	29	0.0	1.0	24.0	1.0	24.0	799.0	0.5			0.0
31	30	0.0	1.0	24.0	1.0	24.0	823.0	0.5			0.0
32	31	0.0	1.0	52.0	1.0	52.0	875.0	0.5			0.0
33	32	0.0	1.0	15.0	1.0	15.0	890.0	0.5			0.0
34	33	0.0	1.0	24.0	1.0	24.0	914.0	0.5			0.0
35	34	0.0	1.0	24.0	1.0	24.0	938.0	0.5			0.0
36	35	0.0	1.0	14.0	1.0	14.0	952.0	0.5			0.0
37	36	0.0	1.0	24.0	1.0	24.0	976.0	0.5			0.0
38	37	0.0	1.0	52.0	1.0	52.0	1028.0	0.5			0.0
39	38	5.0	0.0	24.0	1.0	24.0	1052.0	0.4997647999999999	0.0	0.0	0.0																								0.07489359	0.041573647000000005	0.16390917	0.0040994594	0.09837681	0.19166197	0.48168	0.00042801094000000003
40	39	16.0	0.0	52.0	1.0	52.0	1104.0	0.4992551999999997	1.0	1.0	0.0																								0.100721285	0.032967872999999995	0.1681471	0.00045936348	0.02142299	0.051950752999999995	0.18503354	0.0013631048999999998
41	40	20.0	0.0	17.0	1.0	17.0	1121.0	0.4990885999999996	0.0	0.0	0.0																								0.06274524	0.04507676	0.13320798	-0.0021532392	0.0037312931	0.0028375557	0.00860327	0.001735469
42	41	25.0	0.0	24.0	1.0	24.0	1145.0	0.4988533999999995	0.0	0.0	0.0																								0.033566747	0.029472815	0.10234715	-0.0072106626	0.0025086203	0.003664943	0.009735747	2.0691083e-05
43	42	30.0	0.0	24.0	1.0	24.0	1169.0	0.4986181999999994	0.0	0.0	0.0																								0.01666107	0.020928731000000002	0.05481066	-0.021686597000000002	0.0014784338	0.0006860672999999999	0.0025117162	0.0005052351599999999
44	43	41.0	0.0	52.0	1.0	52.0	1221.0	0.4981085999999992	1.0	1.0	0.0																								0.023858506	0.03608827	0.11479841	-0.04037734	0.021348972	0.061456893	0.21566188	3.7485188e-05
45	44	46.0	0.0	24.0	1.0	24.0	1245.0	0.4978733999999991	0.0	0.0	0.0																								0.05907316	0.031633027	0.12251878	0.016262477	0.0041366805999999996	0.004420355	0.012873795	0.0011525538
46	45	57.0	0.0	53.0	1.0	53.0	1298.0	0.4973539999999989	1.0	1.0	0.0																								0.051411327	0.032203913	0.11649729	-0.029948374	0.03777812	0.11537523	0.40258068	0.00011039203000000001
47	46	62.0	0.0	24.0	1.0	24.0	1322.0	0.4971187999999988	0.0	0.0	0.0																								0.07202114	0.04934115	0.12698334	-0.0081774155	0.003787006	0.0027078276	0.00915669	0.0018084935999999998
48	47	83.0	0.0	103.0	1.0	103.0	1425.0	0.4961093999999983	2.0	2.0	0.0																								0.06534987	0.027699832	0.12824248	-0.0009987894	0.020753453	0.060073033	0.20692398	5.615418599999999e-06
49	48	88.0	0.0	24.0	1.0	24.0	1449.0	0.4958741999999982	0.0	0.0	0.0																								0.07466609	0.02566873	0.12733087	0.038050562	0.0046246023999999995	0.005530192	0.015575809	0.0008918994599999999
50	49	93.0	0.0	24.0	1.0	24.0	1473.0	0.4956389999999981	0.0	0.0	0.0																								0.05860151	0.01026611	0.07880788	0.033814367000000005	0.0015451444	0.0028838909000000004	0.0073124190000000006	7.118916e-05
51	50	97.0	0.0	19.0	1.0	19.0	1492.0	0.495452799999998	0.0	0.0	0.0																								0.041794967	0.018197974	0.065261714	0.008562766999999999	0.0008813761	0.0010339944	0.0025618982	1.030172e-05
52	51	108.0	0.0	52.0	1.0	52.0	1544.0	0.4949431999999978	1.0	1.0	0.0																								0.037498712999999996	0.018772068	0.07866794	0.006813346999999999	0.020166013	0.060572605999999994	0.21168548	3.2497537e-05
53	52	119.0	0.0	54.0	1.0	54.0	1598.0	0.4944139999999976	1.0	1.0	0.0																								0.06023934	0.026443874	0.11563307	0.008174386	0.03917029	0.12017918400000001	0.41919678	5.9167185e-05
54	53	124.0	0.0	24.0	1.0	24.0	1622.0	0.4941787999999975	0.0	0.0	0.0																								0.076501116	0.031774726	0.115661174	0.023345497000000003	0.003685221	0.0030752625	0.009790218	0.0017541056
55	54	141.0	0.0	86.0	1.0	86.0	1708.0	0.4933359999999971	2.0	2.0	0.0																								0.06786801	0.03326066	0.15264270000000002	0.016202737	0.070723616	0.22800127	0.96350265	0.00019475479
56	55	146.0	0.0	24.0	1.0	24.0	1732.0	0.493100799999997	0.0	0.0	0.0																								0.10185687	0.021582828999999998	0.14681672	0.07578826	0.0044841217	0.0045501012	0.013473838	0.0009006309599999999
57	56	151.0	0.0	24.0	1.0	24.0	1756.0	0.4928655999999969	0.0	0.0	0.0																								0.10060622	0.018266391	0.13538559	0.06752876	0.003369982	0.0037755833	0.010838908999999999	0.0005097135
58	57	162.0	0.0	52.0	1.0	52.0	1808.0	0.4923559999999967	1.0	1.0	0.0																								0.07418548	0.02738186	0.11597052	0.023149045	0.019493603999999998	0.054236896	0.1907873	0.0006712128999999999
59	58	165.0	0.0	14.0	1.0	14.0	1822.0	0.4922187999999966	0.0	0.0	0.0																								0.061203999999999995	0.03312402	0.10667594	0.020805843	0.0031516887	0.0024100107	0.006538209499999999	0.0011255099
60	59	170.0	0.0	24.0	1.0	24.0	1846.0	0.4919835999999965	0.0	0.0	0.0																								0.05023523	0.022941817000000003	0.08798531	0.021550074	0.001815994	0.0024915189999999998	0.0067910333	0.00034582068
61	60	175.0	0.0	24.0	1.0	24.0	1870.0	0.4917483999999964	0.0	0.0	0.0																								0.03880468	0.013347862	0.06476534	0.024130685	0.000930156	0.0012333818	0.0033366026	1.1408906e-05
62	61	180.0	0.0	24.0	1.0	24.0	1894.0	0.4915131999999963	0.0	0.0	0.0																								0.03212186	0.0029473528	0.03843634	0.026369171	0.0012453721	0.00065970095	0.0025599417000000003	0.0008186690400000001
63	62	191.0	0.0	52.0	1.0	52.0	1946.0	0.4910035999999961	1.0	1.0	0.0																								0.035480686000000004	0.013180701000000001	0.08871043	0.016087668	0.019580754	0.05949194	0.20770735	0.00028284197
64	63	206.0	0.0	72.0	1.0	72.0	2018.0	0.4902979999999958	1.0	1.0	0.0																								0.05788684	0.018517934	0.09378194	0.01841796	0.015419428	0.054006927	0.21737158	1.3500215000000001e-05
65	64	211.0	0.0	24.0	1.0	24.0	2042.0	0.4900627999999957	0.0	0.0	0.0																								0.06550794	0.015234609	0.09408563	0.047662199999999995	0.0018828374	0.0029991104	0.007879603	0.00028932284
66	65	216.0	0.0	24.0	1.0	24.0	2066.0	0.4898275999999956	0.0	0.0	0.0																								0.062225475999999995	0.012114778999999999	0.08770889	0.045492113	0.0014518385999999998	0.0025721206	0.0065932840000000005	3.2891967e-05
67	66	227.0	0.0	56.0	1.0	56.0	2122.0	0.4892787999999954	1.0	1.0	0.0																								0.06945024400000001	0.024480226	0.13024248	0.036140967	0.08933442	0.28013742	0.9751989999999999	8.244045e-05
68	67	232.0	0.0	24.0	1.0	24.0	2146.0	0.4890435999999953	0.0	0.0	0.0																								0.08859207	0.034822612999999995	0.13212663	0.030333571	0.006171944	0.0036142347	0.013380572	0.0040796064000000005
69	68	237.0	0.0	24.0	1.0	24.0	2170.0	0.4888083999999952	0.0	0.0	0.0																								0.083979756	0.034158196	0.12805435	0.023748792999999997	0.0035491623	0.0022949682999999998	0.00804932	0.0019527033
70	69	248.0	0.0	52.0	1.0	52.0	2222.0	0.4882987999999949	1.0	1.0	0.0																								0.06900453599999999	0.028068025	0.10991345	0.017293667	0.018980874	0.05471035	0.19186355	0.00043125034000000004
71	70	259.0	0.0	54.0	1.0	54.0	2276.0	0.4877695999999947	1.0	1.0	0.0																								0.05795262	0.02168788	0.11885328	0.03355629	0.036141247	0.110878356	0.38675135	0.00013341606000000003
72	71	279.0	0.0	101.0	1.0	101.0	2377.0	0.4867797999999943	2.0	2.0	0.0																								0.059423894000000005	0.029070218999999998	0.13214225	0.019260816	0.0581357	0.20625170000000004	0.9387761	0.00014969113999999998
73	72	290.0	0.0	52.0	1.0	52.0	2429.0	0.4862701999999941	1.0	1.0	0.0																								0.08313856	0.042611785	0.14931786	0.03414319	0.020397587	0.048645653	0.1740013	0.0020982919
74	73	295.0	0.0	24.0	1.0	24.0	2453.0	0.4860349999999939	0.0	0.0	0.0																								0.07837201	0.03327115	0.13914889	0.04518266	0.0061650034	0.0077097406999999995	0.021490517999999997	0.0010672008
75	74	306.0	0.0	54.0	1.0	54.0	2507.0	0.4855057999999937	1.0	1.0	0.0																								0.061403445999999993	0.018543564	0.09895532	0.035680167	0.036841724	0.11158466	0.38961083	0.00016547914000000002
76	75	311.0	0.0	24.0	1.0	24.0	2531.0	0.4852705999999936	0.0	0.0	0.0																								0.05788401	0.011900463	0.07517161	0.035504162	0.0011012726	0.0020016464000000003	0.0051031047	3.2316916000000004e-06
77	76	316.0	0.0	24.0	1.0	24.0	2555.0	0.4850353999999935	0.0	0.0	0.0																								0.05820990400000001	0.0094400225	0.07310230000000001	0.04163413	0.0009799247	0.0018321176	0.0046434653999999995	3.3004682e-05
78	77	321.0	0.0	24.0	1.0	24.0	2579.0	0.4848001999999934	0.0	0.0	0.0																								0.050814927	0.005146472	0.06276329	0.040810075	0.0010358919	0.0018169826000000002	0.0046678353	4.5052508e-05
79	78	326.0	0.0	24.0	1.0	24.0	2603.0	0.4845649999999933	0.0	0.0	0.0																								0.050257582	0.004566622	0.058282035999999995	0.043673847	0.00067322	0.0010634558	0.0027992940000000003	0.00010486109399999999
80	79	331.0	0.0	24.0	1.0	24.0	2627.0	0.4843297999999932	0.0	0.0	0.0																								0.04826635	0.005321798000000001	0.055082977000000005	0.03563758	0.0008412652000000001	0.0011326744	0.0030969349	9.405350000000001e-05
81	80	336.0	0.0	24.0	1.0	24.0	2651.0	0.4840945999999931	0.0	0.0	0.0																								0.05046894	0.0069841077000000005	0.06531312	0.038207516000000004	0.0005882123000000001	0.0009591341000000001	0.0025048417	4.6529174000000004e-05
82	81	337.0	0.0	1.0	1.0	1.0	2652.0	0.4840847999999931	0.0	0.0	0.0																								0.04996435	0.0066553103	0.057321500000000004	0.039217662	0.0023791513	0.0	0.0023791513	0.0023791513
83	82	342.0	0.0	24.0	1.0	24.0	2676.0	0.483849599999993	0.0	0.0	0.0																								0.043727808	0.007039856999999999	0.058668792000000004	0.030291492000000003	0.0008304338	0.0012314819	0.0032857545000000003	9.6863536e-05
84	83	347.0	0.0	24.0	1.0	24.0	2700.0	0.4836143999999929	0.0	0.0	0.0																								0.043766707	0.004370670300000001	0.0540486	0.036319226	0.0006388229	0.0007620227	0.0021175576999999998	2.6975002e-05
85	84	352.0	0.0	24.0	1.0	24.0	2724.0	0.4833791999999928	0.0	0.0	0.0																								0.04399936	0.0048680245	0.057410355999999996	0.036101528	0.0007748411999999999	0.0007884057000000001	0.0023004413	0.0001507984
86	85	357.0	0.0	24.0	1.0	24.0	2748.0	0.4831439999999927	0.0	0.0	0.0																								0.04392938	0.0031709103000000004	0.05016277400000001	0.03840711	0.00091178995	0.0008579885499999999	0.0025955317999999997	0.00030077572
87	86	362.0	0.0	24.0	1.0	24.0	2772.0	0.4829087999999926	0.0	0.0	0.0																								0.04758793	0.0056707044	0.057551578	0.030790533999999998	0.0006605896	0.0007806769	0.0021735828	5.0371596e-05
88	87	367.0	0.0	24.0	1.0	24.0	2796.0	0.4826735999999925	0.0	0.0	0.0																								0.0444823	0.0046863114	0.053310513	0.037822787000000004	0.0007819233999999999	0.0008725632000000001	0.0025201736	0.00020589650000000002
89	88	372.0	0.0	24.0	1.0	24.0	2820.0	0.4824383999999924	0.0	0.0	0.0																								0.047162924	0.0049460953999999994	0.058635007999999995	0.038475603	0.0006631025999999999	0.00093915046	0.00254001	0.0001478827
90	89	377.0	0.0	24.0	1.0	24.0	2844.0	0.4822031999999923	0.0	0.0	0.0																								0.047822114000000006	0.0038512290000000003	0.053649735	0.040805712	0.00074213505	0.00088845106	0.0025150007999999997	0.00022584154999999998
91	90	382.0	0.0	24.0	1.0	24.0	2868.0	0.4819679999999922	0.0	0.0	0.0																								0.048808335999999994	0.005002312	0.059595194000000004	0.04165564	0.0006854263	0.0010240047	0.0027279058000000004	8.554737e-05
92	91	387.0	0.0	24.0	1.0	24.0	2892.0	0.4817327999999921	0.0	0.0	0.0																								0.050659715999999994	0.003844609	0.060451157	0.04530666	0.0007241224499999999	0.0011443344	0.0030121490999999996	0.00011947178
93	92	392.0	0.0	24.0	1.0	24.0	2916.0	0.48149759999999203	0.0	0.0	0.0																								0.048966654000000005	0.006738991	0.05872586	0.035901766	0.00062751945	0.001055863	0.0027365735999999997	3.0280447e-05
94	93	397.0	0.0	24.0	1.0	24.0	2940.0	0.4812623999999919	0.0	0.0	0.0																								0.04983745	0.008459106	0.06081668	0.034105532	0.0007367822	0.0008657574	0.0024623754000000003	0.00024178112999999996
95	94	402.0	0.0	24.0	1.0	24.0	2964.0	0.4810271999999918	0.0	0.0	0.0																								0.048869323	0.0040008426	0.056698742999999996	0.04127491	0.0007191058	0.0010003952000000001	0.0027172529999999998	0.00014200399
96	95	407.0	0.0	24.0	1.0	24.0	2988.0	0.4807919999999917	0.0	0.0	0.0																								0.048438054	0.0054740872999999995	0.056792445	0.038210876	0.0007702139	0.0010659863	0.0028903764	0.00012180957
97	96	412.0	0.0	24.0	1.0	24.0	3012.0	0.4805567999999916	0.0	0.0	0.0																								0.049950264	0.0044238656	0.057443115999999995	0.04195513	0.0006625174000000001	0.00097066147	0.0026027677	0.000135727
98	97	417.0	0.0	24.0	1.0	24.0	3036.0	0.4803215999999914	0.0	0.0	0.0																								0.047943767000000005	0.0041453987	0.056032725	0.038888805	0.0006613392599999999	0.0010798730999999999	0.0028178343	5.8073805e-05
99	98	434.0	0.0	86.0	1.0	86.0	3122.0	0.4794787999999911	2.0	2.0	0.0																								0.05777523	0.020192500000000002	0.14374873	0.038550764	0.06936168	0.22830524	0.962463	7.174104e-05
100	99	437.0	0.0	16.0	1.0	16.0	3138.0	0.479321999999991	0.0	0.0	0.0																								0.09370041	0.028079592	0.14625256	0.065571435	0.0057523823	0.0029375076	0.009906015	0.0036129183000000002
101	100	442.0	0.0	24.0	1.0	24.0	3162.0	0.4790867999999909	0.0	0.0	0.0																								0.09543422	0.01594141	0.13250104	0.07416016	0.004438127	0.005398665600000001	0.015132014	0.0005656705000000001
102	101	445.0	0.0	14.0	1.0	14.0	3176.0	0.4789495999999909	0.0	0.0	0.0																								0.08898126	0.012082802	0.11198407	0.06987741	0.0033179864000000003	0.0035943675	0.00839302	0.0005309896
103	102	456.0	0.0	52.0	1.0	52.0	3228.0	0.4784399999999906	1.0	1.0	0.0																								0.071257554	0.017805006	0.100924246	0.035101444	0.019038405	0.055360004000000004	0.19387782	0.00030906923
104	103	467.0	0.0	54.0	1.0	54.0	3282.0	0.4779107999999904	1.0	1.0	0.0																								0.05869377	0.016175149	0.08675603	0.025958296000000002	0.036775596	0.11297073	0.39394432	2.9764265e-05
105	104	478.0	0.0	55.0	1.0	55.0	3337.0	0.4773717999999902	1.0	1.0	0.0																								0.063081704	0.029372407000000003	0.1349239	0.009701991	0.051893998	0.15940665	0.5559661	0.0002328423
106	105	489.0	0.0	56.0	1.0	56.0	3393.0	0.47682299999999	1.0	4.0	0.0																								0.06590165	0.03977494	0.13745539	0.007470854	0.055005714000000004	0.15971359999999998	0.55994785	0.0019605373999999997
107	106	504.0	0.0	72.0	1.0	72.0	3465.0	0.4761173999999896	1.0	1.0	0.0																								0.06485005	0.023153115	0.12997961	0.031618703	0.015336481	0.048822537	0.19762224	4.585498e-05
108	107	509.0	0.0	24.0	1.0	24.0	3489.0	0.4758821999999896	0.0	0.0	0.0																								0.0638416	0.02455807	0.10689242	0.037147287	0.0021740870000000003	0.0019628943	0.006041541	0.0008566814
109	108	514.0	0.0	24.0	1.0	24.0	3513.0	0.4756469999999894	0.0	0.0	0.0																								0.05777641	0.015578587	0.08803333	0.038242082999999996	0.0019576666	0.0034032688	0.008758664000000001	4.655204000000001e-05
110	109	519.0	0.0	24.0	1.0	24.0	3537.0	0.4754117999999893	0.0	0.0	0.0																								0.04889360400000001	0.009521527	0.06646746	0.036935043	0.0007109301	0.0011380886	0.0029829615000000003	3.4029057e-05
111	110	529.0	0.0	51.0	1.0	51.0	3588.0	0.4749119999999891	1.0	1.0	0.0																								0.050534487	0.023282131	0.1290964	0.025961872	0.09824752	0.29163232	0.97313803	2.8853734e-05
112	111	534.0	0.0	24.0	1.0	24.0	3612.0	0.4746767999999891	0.0	0.0	0.0																								0.067145765	0.037472732	0.13433944	0.03687352	0.005115413	0.0046377834000000005	0.014162908	0.0010359041999999999
113	112	539.0	0.0	24.0	1.0	24.0	3636.0	0.4744415999999889	0.0	0.0	0.0																								0.06378049400000001	0.034407794	0.13599133	0.028885687	0.0029769379999999997	0.0015070632999999998	0.005866084200000001	0.0017355946
114	113	543.0	0.0	17.0	1.0	17.0	3653.0	0.4742749999999888	0.0	0.0	0.0																								0.0572694	0.025257002999999997	0.10750771	0.03131613	0.0032536684999999997	0.004037034	0.010242543	0.0007741148599999999
115	114	545.0	0.0	8.0	1.0	8.0	3661.0	0.4741965999999888	0.0	0.0	0.0																								0.048937332	0.014576725	0.07366467	0.026613507	0.0037881057	0.0032598653000000003	0.0070479712	0.0005282403400000001
116	115	547.0	0.0	10.0	1.0	10.0	3671.0	0.4740985999999888	0.0	0.0	0.0																								0.042910337	0.0080925645	0.057314467	0.027688017000000002	0.0024239505	0.00193239	0.0043563405	0.0004915604
117	116	552.0	0.0	24.0	1.0	24.0	3695.0	0.4738633999999887	0.0	0.0	0.0																								0.037595283	0.0050718985	0.04321743	0.021626031	0.0010564883999999999	0.0004957087999999999	0.0020383247	0.00068686635
118	117	557.0	0.0	24.0	1.0	24.0	3719.0	0.4736281999999886	0.0	0.0	0.0																								0.033838227	0.013096018000000001	0.04921825	0.0063030130000000005	0.0010578571	0.0004972307	0.0017602447	0.00034747363
119	118	577.0	0.0	101.0	1.0	101.0	3820.0	0.4726383999999881	2.0	2.0	0.0																								0.05171619	0.03135096	0.16008115	0.0027142459999999996	0.068801686	0.22112316	0.9555616	6.956807e-05
120	119	588.0	0.0	52.0	1.0	52.0	3872.0	0.4721287999999879	1.0	1.0	0.0																								0.08570659	0.034773722	0.16315536	0.048946142000000005	0.021522532999999996	0.05073744	0.18101527	0.0007463281
121	120	599.0	0.0	54.0	1.0	54.0	3926.0	0.4715995999999877	1.0	1.0	0.0																								0.0750068	0.01483222	0.10752177	0.053261552000000004	0.03713818	0.11288757599999999	0.39403194	0.00015105282
122	121	602.0	0.0	15.0	1.0	15.0	3941.0	0.4714525999999876	0.0	0.0	0.0																								0.076462284	0.014305483999999999	0.09979589	0.0576216	0.0036542017	0.0041863774	0.009574593000000001	0.0006749704499999999
123	122	607.0	0.0	24.0	1.0	24.0	3965.0	0.4712173999999875	0.0	0.0	0.0																								0.07193621	0.015967848	0.09597235	0.05153146	0.0020130770000000003	0.0028271984999999997	0.007610059000000001	0.00026047107999999997
124	123	612.0	0.0	24.0	1.0	24.0	3989.0	0.4709821999999874	0.0	0.0	0.0																								0.06467612	0.010775318999999998	0.0881404	0.051095012999999995	0.0017770396	0.0029354205	0.007643508	0.00014929153000000001
125	124	617.0	0.0	24.0	1.0	24.0	4013.0	0.4707469999999873	0.0	0.0	0.0																								0.056712262	0.0055063814	0.066821426	0.046699945	0.0009732996	0.0018777870000000001	0.00472882	2.4980922e-05
126	125	632.0	0.0	73.0	1.0	73.0	4086.0	0.47003159999998706	2.0	2.0	0.0																								0.059981674000000006	0.010743232	0.09143983	0.041850477000000004	0.06678881	0.17387034	0.606218	1.7313214e-05
127	126	637.0	0.0	24.0	1.0	24.0	4110.0	0.4697963999999869	0.0	0.0	0.0																								0.079103224	0.01614541	0.09956728	0.059878605999999994	0.0020893135	0.0031670403999999996	0.008421048	0.00040206709999999996
128	127	642.0	0.0	24.0	1.0	24.0	4134.0	0.4695611999999868	0.0	0.0	0.0																								0.08169257	0.016822074	0.10148622	0.05599980400000001	0.0024404188	0.0028514655	0.008142601999999999	0.00096336566
129	128	654.0	0.0	61.0	1.0	61.0	4195.0	0.4689633999999866	1.0	1.0	0.0																								0.0812456	0.017022183	0.1336665	0.05439896	0.07875357	0.25545728	0.92597735	0.00033892412000000006
130	129	665.0	0.0	52.0	1.0	52.0	4247.0	0.4684537999999863	1.0	1.0	0.0																								0.08770403	0.029614788	0.14327683	0.055632762999999995	0.019877546	0.04976031	0.17691444	0.0010738464
131	130	676.0	0.0	54.0	1.0	54.0	4301.0	0.4679245999999861	1.0	1.0	0.0																								0.07535668	0.01807786	0.12624295	0.052146062	0.037240907999999996	0.10979549	0.38407856	0.00028203457
132	131	681.0	0.0	24.0	1.0	24.0	4325.0	0.467689399999986	0.0	0.0	0.0																								0.07230028	0.010921078999999998	0.08662055	0.050167933	0.001587684	0.0028762077000000002	0.0073387916	8.045147e-05
133	132	692.0	0.0	52.0	1.0	52.0	4377.0	0.4671797999999858	1.0	1.0	0.0																								0.06871614599999999	0.009740261	0.0862279	0.051026188	0.018219076	0.05516456	0.19258575	4.815245e-05
134	133	694.0	0.0	10.0	1.0	10.0	4387.0	0.4670817999999857	0.0	0.0	0.0																								0.06993041	0.009643582	0.082843214	0.056218244	0.0032191155	0.0030945584000000004	0.006313674	0.00012455715
135	134	705.0	0.0	54.0	1.0	54.0	4441.0	0.4665525999999855	1.0	1.0	0.0																								0.06393898	0.01135403	0.094432086	0.0475968	0.03510908	0.10841579	0.37791115	7.282916999999999e-05
136	135	716.0	0.0	55.0	1.0	55.0	4496.0	0.4660135999999853	1.0	1.0	0.0																								0.06790178	0.015228585	0.1031016	0.04257057	0.05441197	0.1687704	0.5880993	0.00025809658
137	136	721.0	0.0	24.0	1.0	24.0	4520.0	0.4657783999999852	0.0	0.0	0.0																								0.076508224	0.005766515600000001	0.08619374	0.06685804599999999	0.0020946753	0.0025468953	0.0071747493999999995	0.00054054294
138	137	726.0	0.0	24.0	1.0	24.0	4544.0	0.465543199999985	0.0	0.0	0.0																								0.079709165	0.0058543480000000005	0.088597395	0.06433881	0.0017801743	0.002516832	0.0068070330000000005	0.00027452747
139	138	731.0	0.0	24.0	1.0	24.0	4568.0	0.465307999999985	0.0	0.0	0.0																								0.076607466	0.006601811	0.088602245	0.06546505	0.0015492847	0.0027044584999999996	0.006953205	9.241228000000002e-05
140	139	732.0	0.0	4.0	1.0	4.0	4572.0	0.465268799999985	0.0	0.0	0.0																								0.07078672	0.008849299	0.08453996	0.061250955	0.0062501784	0.0	0.0062501784	0.0062501784
141	140	743.0	0.0	52.0	1.0	52.0	4624.0	0.4647591999999847	1.0	1.0	0.0																								0.06340030599999999	0.007251378	0.07950102	0.04732505	0.018631713	0.056458100000000004	0.19705350000000002	2.5877867e-05
142	141	754.0	0.0	52.0	1.0	52.0	4676.0	0.4642495999999845	1.0	1.0	0.0																								0.058651943	0.009410924000000001	0.08168047	0.040049702	0.01939805	0.059427432999999995	0.20726717	5.8227823e-05
143	142	765.0	0.0	54.0	1.0	54.0	4730.0	0.4637203999999842	1.0	1.0	0.0																								0.06347345	0.007644909	0.088591725	0.050412412999999996	0.03590454	0.11163467	0.38889927	5.8378846e-05
144	143	785.0	0.0	101.0	1.0	101.0	4831.0	0.4627305999999838	2.0	2.0	0.0																								0.06880766	0.016341485	0.11361798	0.04435712	0.057983648	0.20943372	0.95229477	0.00016119257
145	144	786.0	0.0	2.0	1.0	2.0	4833.0	0.4627109999999838	0.0	0.0	0.0																								0.09252259	0.016482128000000002	0.11064715	0.07521466	0.007434056	0.0	0.007434056	0.007434056
146	145	797.0	0.0	55.0	1.0	55.0	4888.0	0.4621719999999836	1.0	1.0	0.0																								0.0958199	0.01718522	0.14476825	0.07260427	0.05098331	0.15191531	0.53128844	0.001204409
147	146	808.0	0.0	52.0	1.0	52.0	4940.0	0.4616623999999834	1.0	1.0	0.0																								0.09730023	0.028301793999999998	0.15199316	0.06948602	0.020164877	0.048094552	0.17199822	0.0012605258
148	147	813.0	0.0	24.0	1.0	24.0	4964.0	0.4614271999999833	0.0	0.0	0.0																								0.08653667599999999	0.018171635	0.12825981	0.06960443	0.0056732525	0.0062479083	0.018043313000000002	0.0013929367
149	148	828.0	0.0	72.0	1.0	72.0	5036.0	0.460721599999983	1.0	1.0	0.0																								0.063277245	0.009485285	0.099957086	0.048005365	0.014183391000000002	0.05013176	0.20162071	9.823465e-06
150	149	833.0	0.0	24.0	1.0	24.0	5060.0	0.4604863999999829	0.0	0.0	0.0																								0.05476436	0.009162668	0.07320816	0.04190743	0.0007251911	0.0011502422	0.0030197445	2.5606556e-05
151	150	838.0	0.0	24.0	1.0	24.0	5084.0	0.4602511999999828	0.0	0.0	0.0																								0.05378731	0.01134264	0.075846985	0.04289058	0.0007295139999999999	0.0011371238000000001	0.0030029886	0.00012876348
152	151	843.0	0.0	24.0	1.0	24.0	5108.0	0.4600159999999826	0.0	0.0	0.0																								0.05121793	0.010715748	0.07219315	0.037485412999999995	0.0010077489999999998	0.0017751492999999998	0.004557862	8.599775e-05
153	152	848.0	0.0	24.0	1.0	24.0	5132.0	0.4597807999999826	0.0	0.0	0.0																								0.05094652	0.007984072	0.06551244	0.03625479	0.0009110628999999999	0.0016756548	0.0042611509999999995	9.30993e-06
154	153	853.0	0.0	24.0	1.0	24.0	5156.0	0.4595455999999825	0.0	0.0	0.0																								0.048661835	0.004278690999999999	0.057091555999999995	0.040136572	0.0006871945	0.0010013072	0.0026868368	0.00012521155000000002
155	154	858.0	0.0	24.0	1.0	24.0	5180.0	0.4593103999999824	0.0	0.0	0.0																								0.047156177	0.0057888776	0.053394195	0.035565004	0.0007441917999999999	0.0009611180000000001	0.002663407	0.00020427096999999997
156	155	873.0	0.0	74.0	1.0	74.0	5254.0	0.4585851999999821	2.0	2.0	0.0																								0.061742306	0.019085689	0.11425325	0.03355506	0.093833245	0.24147955	0.8121498	1.5193723999999999e-05
157	156	878.0	0.0	24.0	1.0	24.0	5278.0	0.4583499999999819	0.0	0.0	0.0																								0.08712843	0.021125171	0.12325768	0.057163585	0.0030724753000000004	0.0030495173	0.00898223	0.00060474954
158	157	894.0	0.0	80.0	1.0	80.0	5358.0	0.4575659999999816	2.0	2.0	0.0																								0.104127206	0.025835458	0.16233748	0.061292306	0.10333292	0.26645604	0.900826	0.0013235494
159	158	899.0	0.0	24.0	1.0	24.0	5382.0	0.4573307999999815	0.0	0.0	0.0																								0.12602662	0.023780365	0.16113949	0.08639285	0.009516534	0.007420845	0.024318032000000003	0.004825545
160	159	904.0	0.0	24.0	1.0	24.0	5406.0	0.4570955999999814	0.0	0.0	0.0																								0.11610337	0.014932756	0.13778195	0.0907328	0.0057775825	0.006163748399999999	0.018084511	0.0020628260000000002
161	160	915.0	0.0	52.0	1.0	52.0	5458.0	0.4565859999999812	1.0	1.0	0.0																								0.10547648	0.009459113	0.12755182	0.08832399	0.08538306	0.26209798	0.91413707	0.0008552164
162	161	926.0	0.0	52.0	1.0	52.0	5510.0	0.456076399999981	1.0	1.0	0.0																								0.10509394	0.0140125435	0.12760766	0.07849299	0.020266818	0.050426777	0.17927274	0.0024201705
163	162	946.0	0.0	101.0	1.0	101.0	5611.0	0.4550865999999805	2.0	2.0	0.0																								0.08101918	0.016510291	0.13267459	0.053954333	0.05592234	0.19845566	0.9019284	0.00019684984
164	163	957.0	0.0	54.0	1.0	54.0	5665.0	0.4545573999999803	1.0	1.0	0.0																								0.089773625	0.032711633	0.16148782	0.05876795	0.03464405	0.09609584	0.33830687	0.0015226468
165	164	959.0	0.0	10.0	1.0	10.0	5675.0	0.4544593999999802	0.0	0.0	0.0																								0.093802184	0.040729877000000005	0.16242883	0.05814985	0.0118023185	0.0029897746000000004	0.014792093000000001	0.008812544
166	165	970.0	0.0	52.0	1.0	52.0	5727.0	0.45394979999998	1.0	1.0	0.0																								0.08062311	0.024779452	0.14135322	0.0516948	0.02006002	0.051073607	0.18067394	0.0008880250999999999