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	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	24.0	1.0	24.0	24.0	0.5			0.0																0.0	0.0	0.0	0.0
3	2	0.0	1.0	19.0	1.0	19.0	43.0	0.5			0.0																0.0	0.0	0.0	0.0
4	3	0.0	1.0	24.0	1.0	24.0	67.0	0.5			0.0																0.0	0.0	0.0	0.0
5	4	0.0	1.0	52.0	1.0	52.0	119.0	0.5			0.0																0.5148012122030814	0.42792094166684	1.0	0.0
6	5	0.0	1.0	24.0	1.0	24.0	143.0	0.5			0.0																0.0	0.0	0.0	0.0
7	6	0.0	1.0	24.0	1.0	24.0	167.0	0.5			0.0																0.0	0.0	0.0	0.0
8	7	0.0	1.0	24.0	1.0	24.0	191.0	0.5			0.0																0.0	0.0	0.0	0.0
9	8	0.0	1.0	24.0	1.0	24.0	215.0	0.5			0.0																0.0	0.0	0.0	0.0
10	9	0.0	1.0	24.0	1.0	24.0	239.0	0.5			0.0																0.0	0.0	0.0	0.0
11	10	0.0	1.0	19.0	1.0	19.0	258.0	0.5			0.0																0.0	0.0	0.0	0.0
12	11	0.0	1.0	24.0	1.0	24.0	282.0	0.5			0.0																0.0	0.0	0.0	0.0
13	12	0.0	1.0	24.0	1.0	24.0	306.0	0.5			0.0																0.0	0.0	0.0	0.0
14	13	0.0	1.0	24.0	1.0	24.0	330.0	0.5			0.0																0.0	0.0	0.0	0.0
15	14	0.0	1.0	24.0	1.0	24.0	354.0	0.5			0.0																0.0	0.0	0.0	0.0
16	15	0.0	1.0	24.0	1.0	24.0	378.0	0.5			0.0																0.0	0.0	0.0	0.0
17	16	0.0	1.0	24.0	1.0	24.0	402.0	0.5			0.0																0.0	0.0	0.0	0.0
18	17	0.0	1.0	52.0	1.0	52.0	454.0	0.5			0.0																0.5148012122030814	0.42792094166684	1.0	0.0
19	18	0.0	1.0	24.0	1.0	24.0	478.0	0.5			0.0																0.0	0.0	0.0	0.0
20	19	0.0	1.0	54.0	1.0	54.0	532.0	0.5			0.0																0.5092956741521227	0.4267174441531693	1.0	0.0
21	20	0.0	1.0	24.0	1.0	24.0	556.0	0.5			0.0																0.0	0.0	0.0	0.0
22	21	0.0	1.0	16.0	1.0	16.0	572.0	0.5			0.0																0.0	0.0	0.0	0.0
23	22	0.0	1.0	15.0	1.0	15.0	587.0	0.5			0.0																0.0	0.0	0.0	0.0
24	23	0.0	1.0	52.0	1.0	52.0	639.0	0.5			0.0																0.5148012122030814	0.42792094166684	1.0	0.0
25	24	0.0	1.0	81.0	1.0	81.0	720.0	0.5			0.0																0.6168588624737614	0.5497029064357096	1.6757290490602832	0.0
26	25	0.0	1.0	24.0	1.0	24.0	744.0	0.5			0.0																0.0	0.0	0.0	0.0
27	26	0.0	1.0	5.0	1.0	5.0	749.0	0.5			0.0																0.0	0.0	0.0	0.0
28	27	0.0	1.0	24.0	1.0	24.0	773.0	0.5			0.0																0.0	0.0	0.0	0.0
29	28	0.0	1.0	2.0	1.0	2.0	775.0	0.5			0.0																0.0	0.0	0.0	0.0
30	29	0.0	1.0	24.0	1.0	24.0	799.0	0.5			0.0																0.0	0.0	0.0	0.0
31	30	0.0	1.0	24.0	1.0	24.0	823.0	0.5			0.0																0.0	0.0	0.0	0.0
32	31	0.0	1.0	52.0	1.0	52.0	875.0	0.5			0.0																0.5148012122030814	0.42792094166684	1.0	0.0
33	32	0.0	1.0	15.0	1.0	15.0	890.0	0.5			0.0																0.0	0.0	0.0	0.0
34	33	0.0	1.0	24.0	1.0	24.0	914.0	0.5			0.0																0.0	0.0	0.0	0.0
35	34	0.0	1.0	24.0	1.0	24.0	938.0	0.5			0.0																0.0	0.0	0.0	0.0
36	35	0.0	1.0	14.0	1.0	14.0	952.0	0.5			0.0																0.0	0.0	0.0	0.0
37	36	0.0	1.0	24.0	1.0	24.0	976.0	0.5			0.0																0.0	0.0	0.0	0.0
38	37	0.0	1.0	52.0	1.0	52.0	1028.0	0.5			0.0																0.5148012122030814	0.42792094166684	1.0	0.0
39	38	4.0	0.0	24.0	1.0	24.0	1052.0	0.4997647999999999	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.10193297	0.08511384	0.19880053	-0.13005894	0.010418855	0.010152646999999999	0.021598093	9.963303e-05
40	39	9.0	0.0	24.0	1.0	24.0	1076.0	0.4995295999999998	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13086435	0.07776480000000001	0.23258974	0.016180754	0.0024861220000000003	0.0026431645	0.0070377914	0.00050619594
41	40	14.0	0.0	24.0	1.0	24.0	1100.0	0.4992943999999997	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.09788072	0.05548380000000001	0.19363332	0.026714012000000002	0.0074932138	0.0045704045	0.015388823999999999	0.004337224000000001
42	41	27.0	0.0	63.0	1.0	63.0	1163.0	0.4986769999999994	1.0	1.0	0.0																0.4365391492732481	0.4334008641283811	1.0	0.0									0.15481248	0.058935966	0.3072154	0.0505161	0.04207912	0.12432661	0.45429146	0.00057300366
43	42	42.0	0.0	72.0	1.0	72.0	1235.0	0.4979713999999991	1.0	1.0	0.0																0.4690527208555781	0.41448467054854793	1.0	0.0									0.17614296	0.040819425	0.29762366	0.11167886	0.016364573	0.050687797	0.19887453	7.683168e-05
44	43	47.0	0.0	24.0	1.0	24.0	1259.0	0.49773619999999896	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15768734	0.0405394	0.22479959	0.102106735	0.0016485841	0.00013738658000000002	0.0018314422	0.0014467645
45	44	52.0	0.0	24.0	1.0	24.0	1283.0	0.4975009999999989	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14107858	0.02630042	0.18025142	0.107750714	0.002466249	0.0016093780999999999	0.00503513	0.0006601411
46	45	57.0	0.0	24.0	1.0	24.0	1307.0	0.4972657999999988	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13182344	0.015966775	0.15756145	0.10699305	0.0030582557	0.000939341	0.0043397294	0.0021088328
47	46	76.0	0.0	93.0	1.0	93.0	1400.0	0.4963543999999984	2.0	2.0	0.0																0.8572882764812491	0.5425429192787741	1.6757290490602832	0.0									0.17150645	0.05541421	0.31403112	0.10997255	0.05734505	0.15591736	0.62713844	0.0013491048000000001
48	47	81.0	0.0	24.0	1.0	24.0	1424.0	0.4961191999999983	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.19998617	0.04025764	0.3004549	0.15487054	0.0047192983	0.0038488794	0.011120571000000001	0.0011470234
49	48	86.0	0.0	24.0	1.0	24.0	1448.0	0.4958839999999982	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.17095198	0.02180834	0.21560468	0.122860126	0.00040950110000000003	0.00019736755000000002	0.0006913986	0.00014534986
50	49	97.0	0.0	52.0	1.0	52.0	1500.0	0.495374399999998	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.12934147	0.04109341	0.21628843	0.05805479400000001	0.02319656	0.061603415999999994	0.20789547	1.3510981999999999e-05
51	50	108.0	0.0	53.0	1.0	53.0	1553.0	0.4948549999999978	1.0	1.0	0.0																0.5189050264946156	0.4248965219314306	1.0	0.0									0.13719949	0.052785806	0.25191247	0.05917206	0.041147273	0.11041482	0.3723422	0.0015275738
52	51	112.0	0.0	19.0	1.0	19.0	1572.0	0.4946687999999977	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15022546	0.05245661	0.24322233	0.09761276	0.0035139654999999997	0.0007192114999999999	0.0040938826	0.0025003564
53	52	123.0	0.0	54.0	1.0	54.0	1626.0	0.4941395999999975	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.14174104	0.043210175	0.22530927	0.06404807	0.04062099	0.11716935	0.39210559999999994	6.32813e-05
54	53	128.0	0.0	24.0	1.0	24.0	1650.0	0.4939043999999974	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.1547628	0.056789424000000005	0.24247901	0.07694735400000001	0.0032339455	0.0013228432999999999	0.005324775	0.0018843944
55	54	133.0	0.0	24.0	1.0	24.0	1674.0	0.4936691999999973	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14596288	0.050362397	0.23524712	0.0864908	0.0019826475	0.0012439594000000001	0.0039185365	0.00046102554000000006
56	55	138.0	0.0	24.0	1.0	24.0	1698.0	0.4934339999999972	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13180663	0.033478892999999996	0.18664567	0.088223234	0.0022634885	0.0007908735400000001	0.0033518402	0.0014681672
57	56	143.0	0.0	24.0	1.0	24.0	1722.0	0.493198799999997	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.12291119	0.026293882999999997	0.16564927	0.08326272	0.0035538778000000003	0.0015930614000000001	0.0052209809999999995	0.0009260042
58	57	148.0	0.0	24.0	1.0	24.0	1746.0	0.492963599999997	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.11890824	0.020503283	0.15887485	0.09027459	0.0034934168	0.0007771512	0.0047049653	0.0027028691999999997
59	58	159.0	0.0	52.0	1.0	52.0	1798.0	0.4924539999999967	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.13215023	0.03522927	0.21740931	0.071178995	0.022447484	0.061508596	0.20693608	0.000470066
60	59	170.0	0.0	53.0	1.0	53.0	1851.0	0.4919345999999965	1.0	1.0	0.0																0.5189050264946156	0.4248965219314306	1.0	0.0									0.16072649	0.04583269	0.23305714	0.07906002	0.043233775	0.12347514	0.41364396	0.0010312786
61	60	185.0	0.0	72.0	1.0	72.0	1923.0	0.4912289999999962	1.0	1.0	0.0																0.4690527208555781	0.41448467054854793	1.0	0.0									0.17597598	0.01201803	0.21286497	0.1477237	0.014948095	0.053220708	0.20683622	1.1150802e-05
62	61	196.0	0.0	54.0	1.0	54.0	1977.0	0.490699799999996	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.17647769	0.020890046000000002	0.25202408	0.13196509	0.038116887	0.11273837	0.37632737	4.6901505e-06
63	62	201.0	0.0	24.0	1.0	24.0	2001.0	0.4904645999999959	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.18170354	0.041590784	0.2566091	0.12719275	0.0039484277	0.0008796906300000001	0.005009317	0.0025803829000000003
64	63	212.0	0.0	52.0	1.0	52.0	2053.0	0.4899549999999957	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.15394719	0.024013800000000002	0.24187878	0.118798375	0.022375327	0.06320504	0.21196729	0.000369122
65	64	213.0	0.0	5.0	1.0	5.0	2058.0	0.4899059999999956	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15099818	0.0069647026	0.16174701	0.14291879999999998
66	65	224.0	0.0	54.0	1.0	54.0	2112.0	0.4893767999999954	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.14759589999999997	0.016618779	0.18009415	0.10534768	0.044777326	0.13122441	0.43844846	0.00024948054
67	66	235.0	0.0	55.0	1.0	55.0	2167.0	0.4888377999999952	1.0	1.0	0.0																0.5132172134576816	0.42380128326350175	1.0	0.0									0.17171669	0.027956718999999998	0.2502505	0.11859196	0.057900995	0.17046718	0.5692917	5.4636140000000006e-05
68	67	240.0	0.0	24.0	1.0	24.0	2191.0	0.4886025999999951	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.19160485	0.032171912000000004	0.24169137	0.14721788	0.0029334244	0.0009710074000000001	0.0045082327	0.0020874178
69	68	245.0	0.0	24.0	1.0	24.0	2215.0	0.488367399999995	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.18039693	0.021667695	0.21448646	0.14443146	0.0005675911	0.00011134008	0.00066564506	0.00037994699
70	69	250.0	0.0	24.0	1.0	24.0	2239.0	0.4881321999999949	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15400043	0.0193204	0.18338078	0.13136278	0.0011007547	0.000417975	0.0016260860000000001	0.0005882862
71	70	255.0	0.0	24.0	1.0	24.0	2263.0	0.4878969999999948	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14430453	0.014578977	0.17336725	0.12541324	0.0013576181	0.00018320447	0.0015630748999999999	0.001066769
72	71	260.0	0.0	24.0	1.0	24.0	2287.0	0.4876617999999946	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.1327348	0.010826997	0.15245876	0.12013913	0.002081908	0.00027175707999999997	0.0023202456	0.001640084
73	72	265.0	0.0	24.0	1.0	24.0	2311.0	0.4874265999999946	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.12845542	0.018027513999999998	0.1653966	0.111384995	0.002444257	0.0007906244	0.003718982	0.0015490669
74	73	270.0	0.0	24.0	1.0	24.0	2335.0	0.4871913999999945	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.12887435	0.018852554	0.1631719	0.10168969	0.0018679559	0.00043525880999999996	0.0025563785	0.001366644
75	74	275.0	0.0	24.0	1.0	24.0	2359.0	0.4869561999999944	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.12869172	0.01883027	0.16142637	0.10469326400000001	0.003322551	0.0013771734	0.004831679	0.0016354908
76	75	280.0	0.0	24.0	1.0	24.0	2383.0	0.4867209999999942	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13333365	0.016379196000000002	0.15884867	0.11291044	0.002118009	0.00032935332	0.0026480915999999998	0.0017780147
77	76	282.0	0.0	11.0	1.0	11.0	2394.0	0.4866131999999942	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13393319	0.018011525	0.15528502	0.10956249400000001	0.0015377514	0.0	0.0015377514	0.0015377514
78	77	287.0	0.0	24.0	1.0	24.0	2418.0	0.4863779999999941	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13208199	0.015481406000000001	0.15386258	0.109800704	0.0020837895999999997	0.00078737974	0.003363395	0.0013160239000000002
79	78	292.0	0.0	24.0	1.0	24.0	2442.0	0.486142799999994	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13093753	0.016724015	0.15831843	0.09892514	0.0023073917	0.00071237364	0.003343589	0.0013493566000000001
80	79	303.0	0.0	52.0	1.0	52.0	2494.0	0.4856331999999938	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.14116585	0.018232115	0.17921934	0.09749417	0.02430002	0.06747812	0.22670284	0.00026956337000000005
81	80	308.0	0.0	24.0	1.0	24.0	2518.0	0.4853979999999937	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.16601337	0.020694743999999998	0.19755672	0.13806103	0.00030853797000000003	0.0002029988	0.00049833336	9.844296e-06
82	81	319.0	0.0	54.0	1.0	54.0	2572.0	0.4848687999999934	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.15984596	0.027463255	0.22454855	0.11730157	0.04071549	0.11914574	0.39814663	0.00021606602000000003
83	82	330.0	0.0	52.0	1.0	52.0	2624.0	0.4843591999999932	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.16855751	0.026578754	0.23409325	0.114187285	0.02264579	0.06559772	0.21943012	0.00011378169
84	83	335.0	0.0	24.0	1.0	24.0	2648.0	0.4841239999999931	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.17376661	0.012630063	0.1969217	0.15158123	0.00014923891000000002	9.043007600000001e-05	0.00027687225	4.978598e-05
85	84	340.0	0.0	24.0	1.0	24.0	2672.0	0.483888799999993	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.16585056	0.02071483	0.19581756	0.13445826	0.0002976514	0.00025145372000000006	0.0006424199	4.4446373e-05
86	85	345.0	0.0	24.0	1.0	24.0	2696.0	0.4836535999999929	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14973505	0.017272735	0.17950615	0.12599744	0.001199962	0.0008222054499999999	0.002063016	0.00019085049999999998
87	86	350.0	0.0	24.0	1.0	24.0	2720.0	0.4834183999999928	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13921933	0.01268116	0.15842019	0.12398655	0.0023409473	0.0007875827999999999	0.0030839234000000003	0.001044617
88	87	355.0	0.0	24.0	1.0	24.0	2744.0	0.4831831999999927	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13239057	0.010951912	0.15040152	0.11168199999999999	0.0024192492	0.0005930644	0.0033445195	0.0017529125
89	88	360.0	0.0	24.0	1.0	24.0	2768.0	0.4829479999999926	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13313699	0.009628112	0.15354554	0.11971839	0.003170386	0.0002291578	0.0033875578	0.0028160254
90	89	368.0	0.0	41.0	1.0	41.0	2809.0	0.4825461999999924	1.0	1.0	0.0																0.2332144511980378	0.4108425891582404	1.0	0.0									0.16761664	0.02523735	0.23342073	0.12735489	0.15101482	0.3680328	1.0525069	0.00020754868000000002
91	90	373.0	0.0	24.0	1.0	24.0	2833.0	0.4823109999999923	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.19645804	0.02154455	0.23817393	0.17648125	0.0018717328	0.0007624632000000001	0.0030027756	0.0011122501
92	91	378.0	0.0	24.0	1.0	24.0	2857.0	0.4820757999999922	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.18595205	0.010537555	0.21121097	0.17103362	0.00019419272	0.00011997206	0.0003723418	3.4442309999999994e-05
93	92	383.0	0.0	24.0	1.0	24.0	2881.0	0.4818405999999921	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.16757794	0.013808205	0.1902654	0.12892787	0.00024080319	7.880034e-05	0.00036537816	0.00016314449
94	93	385.0	0.0	8.0	1.0	8.0	2889.0	0.4817621999999921	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15732484	0.017002	0.1780385	0.12805581	0.00023567006	0.0	0.00023567006	0.00023567006
95	94	396.0	0.0	52.0	1.0	52.0	2941.0	0.4812525999999919	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.14060733	0.019140327	0.18624067	0.11455617	0.021821976	0.062360335	0.20889275	1.51620225e-05
96	95	407.0	0.0	53.0	1.0	53.0	2994.0	0.4807331999999917	1.0	1.0	0.0																0.5189050264946156	0.4248965219314306	1.0	0.0									0.14634015	0.03543241	0.2394355	0.11216769	0.03917597	0.11086416	0.37176220000000004	0.0013956370000000001
97	96	418.0	0.0	54.0	1.0	54.0	3048.0	0.4802039999999914	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.16110465	0.038782433	0.24219835	0.12110544	0.038164317999999996	0.10700291	0.3591665	0.0016689206
98	97	429.0	0.0	52.0	1.0	52.0	3100.0	0.4796943999999912	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.16447556	0.032269713	0.24753684	0.12889661	0.022230097999999997	0.062235627	0.20891933	0.0005283245
99	98	434.0	0.0	24.0	1.0	24.0	3124.0	0.4794591999999911	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.16526788	0.01875438	0.20145626	0.14503494	0.00040562788	0.00033802114	0.0009575545599999999	3.7518683000000004e-05
100	99	439.0	0.0	24.0	1.0	24.0	3148.0	0.47922399999999105	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.16037232	0.021196872000000002	0.2010998	0.12651806	0.0006304012999999999	0.00032513565	0.0011243385	0.00021121876
101	100	444.0	0.0	24.0	1.0	24.0	3172.0	0.4789887999999909	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14726506	0.020119017	0.17778833	0.110726416	0.0010243979	0.0005732401000000001	0.0018325519	0.00030860560000000003
102	101	454.0	0.0	47.0	1.0	47.0	3219.0	0.4785281999999907	1.0	1.0	0.0																0.3160472955428177	0.4406341331818603	1.0	0.0									0.14028464	0.029434137000000003	0.20492718	0.09173098	0.024602172999999998	0.06564977	0.21026441	1.7493514e-05
103	102	459.0	0.0	24.0	1.0	24.0	3243.0	0.4782929999999906	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14609078	0.03600336	0.20672339	0.10243915	0.00080193405	0.00068688317	0.001983471	0.0002768271
104	103	464.0	0.0	24.0	1.0	24.0	3267.0	0.4780577999999905	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13753748	0.027993282	0.18612607	0.10429057	0.0008858496000000001	0.0007818778	0.0019707694	2.0194688000000002e-05
105	104	469.0	0.0	24.0	1.0	24.0	3291.0	0.4778225999999904	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.12964225	0.018115398	0.15559791	0.1028816	0.0022265294000000002	0.000533093	0.0031342834999999996	0.0018016628
106	105	474.0	0.0	24.0	1.0	24.0	3315.0	0.4775873999999903	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.1244994	0.016120916000000002	0.15289414	0.10234745	0.0017513369000000001	0.00046470962	0.0022096331	0.0009764933
107	106	479.0	0.0	24.0	1.0	24.0	3339.0	0.4773521999999902	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.123162396	0.009591588	0.1465223	0.10912973	0.002804867	0.0004071433	0.0034161198	0.0022778732
108	107	484.0	0.0	24.0	1.0	24.0	3363.0	0.4771169999999901	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.12278172400000001	0.007931032	0.13625027	0.108517915	0.0026895265999999996	0.00015304034	0.0029471293	0.0025475705
109	108	489.0	0.0	24.0	1.0	24.0	3387.0	0.47688179999999003	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.12816237	0.008201599	0.14954455	0.11737763	0.002565496	0.0005709031	0.0033403253000000004	0.0019674676000000003
110	109	494.0	0.0	24.0	1.0	24.0	3411.0	0.4766465999999899	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13562325	0.009935643000000001	0.15545267	0.123366065	0.0018090504000000001	0.00033911442999999997	0.0021236294	0.0012365388
111	110	499.0	0.0	24.0	1.0	24.0	3435.0	0.4764113999999898	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13974155	0.014803277	0.16802746	0.11889614	0.0013091059	0.0005363618	0.0020216214	0.00071672944
112	111	504.0	0.0	24.0	1.0	24.0	3459.0	0.4761761999999897	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14158006	0.013779359	0.16589594	0.12383557	0.0017186670000000001	0.0006352633	0.0026330552	0.00084329076
113	112	524.0	0.0	101.0	1.0	101.0	3560.0	0.4751863999999893	2.0	2.0	0.0																0.7652059116291039	0.5768057466354753	1.6757290490602832	0.0									0.17333177	0.04431846	0.32082775	0.12188009	0.06308068	0.21186337	0.9405735999999999	2.9451729999999997e-05
114	113	529.0	0.0	24.0	1.0	24.0	3584.0	0.4749511999999891	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.21396044	0.05256431	0.31361654	0.14607233	0.009941110999999999	0.0041618138	0.016716866	0.005381924000000001
115	114	534.0	0.0	24.0	1.0	24.0	3608.0	0.474715999999989	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.17683053	0.032101434	0.2310242	0.13210633	0.000917814	0.0008983616000000001	0.0024708868	0.00032023393
116	115	539.0	0.0	24.0	1.0	24.0	3632.0	0.4744807999999889	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14184025	0.026479727	0.19870733	0.11156455	0.0018585821	0.00035146842	0.0024629962	0.0016044185999999998
117	116	544.0	0.0	24.0	1.0	24.0	3656.0	0.4742455999999888	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.12910482	0.01975242	0.17039363	0.091459624	0.0027681652	0.00052483915	0.0034168215999999998	0.0021321792
118	117	549.0	0.0	24.0	1.0	24.0	3680.0	0.4740103999999887	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.12005798	0.017540127	0.13667068	0.086544365	0.0048445314	0.0016945795	0.0065899836	0.0028727859999999996
119	118	554.0	0.0	24.0	1.0	24.0	3704.0	0.4737751999999886	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.12161212	0.01561404	0.14269952	0.09314618	0.0042368959999999995	0.0008730210000000001	0.0050549735	0.0027780863
120	119	559.0	0.0	24.0	1.0	24.0	3728.0	0.4735399999999885	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.12224223	0.013639678999999998	0.13984358	0.09567815	0.0028876127	0.00038618477999999995	0.0035096733	0.0024648689999999997
121	120	570.0	0.0	52.0	1.0	52.0	3780.0	0.4730303999999883	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.13523513	0.018719917	0.18993077	0.10344213	0.022534665	0.06279139	0.21089970000000002	0.0009412073399999999
122	121	590.0	0.0	101.0	1.0	101.0	3881.0	0.4720405999999879	2.0	2.0	0.0																0.8813809358932725	0.5271073933344768	1.6757290490602832	0.0									0.17210682	0.034694795	0.25544527	0.11897527	0.061269928	0.21295902	0.9464811	0.00023953861
123	122	607.0	0.0	85.0	1.0	85.0	3966.0	0.4712075999999875	2.0	2.0	0.0																0.8816743253136281	0.5810747710411622	1.7249803359578535	0.0									0.22079566	0.025374625	0.2814565	0.1714854	0.06913144	0.18331599	0.6992696999999999	0.0012377192999999999
124	123	612.0	0.0	24.0	1.0	24.0	3990.0	0.4709723999999874	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.2318967	0.032430977	0.2753255	0.18103728	0.0066660326	0.0006311548	0.0073524309999999996	0.005742931
125	124	617.0	0.0	24.0	1.0	24.0	4014.0	0.4707371999999873	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.20566887	0.017317917	0.24354352	0.18093246	0.0023606457	0.0013943122	0.00458208	0.0008494398
126	125	628.0	0.0	52.0	1.0	52.0	4066.0	0.4702275999999871	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.16833489999999998	0.014703174	0.19933645	0.13205954	0.020867795	0.061377015	0.20499445	1.712517e-05
127	126	633.0	0.0	24.0	1.0	24.0	4090.0	0.46999239999998704	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15222926	0.018163303000000002	0.1844829	0.12609446	0.0009302791	0.00029033213	0.0012073539	0.0005056922
128	127	638.0	0.0	24.0	1.0	24.0	4114.0	0.4697571999999869	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.1464466	0.015265392	0.1745688	0.12260581599999999	0.0005949824	0.0004116665	0.0011906899	0.00016534006999999998
129	128	643.0	0.0	24.0	1.0	24.0	4138.0	0.4695219999999868	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14028829999999998	0.0123381335	0.15774322	0.11733096	0.0022800996	0.0009209413000000001	0.0032815879999999998	0.0010067897
130	129	648.0	0.0	24.0	1.0	24.0	4162.0	0.4692867999999867	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13816231	0.009674992	0.15358996	0.119514145	0.0020947284	0.00034979076	0.002662286	0.0017062672
131	130	659.0	0.0	52.0	1.0	52.0	4214.0	0.4687771999999865	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.1410846	0.009433440999999999	0.16155678	0.11718123	0.022972636	0.06426105	0.21574734	0.0006385539
132	131	664.0	0.0	24.0	1.0	24.0	4238.0	0.4685419999999864	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15781008	0.012207019	0.17165641	0.13485771	0.0011379669000000001	0.0007159617	0.002221265	0.00022490763999999998
133	132	669.0	0.0	24.0	1.0	24.0	4262.0	0.4683067999999863	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.16024081	0.0124099925	0.17614934	0.13722248	0.0005124176400000001	0.00021669097000000001	0.0007665783599999999	0.00018999256
134	133	671.0	0.0	10.0	1.0	10.0	4272.0	0.4682087999999862	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.16105758	0.010838438	0.17420284	0.14533372	0.00023681668999999997	0.0	0.00023681668999999997	0.00023681668999999997
135	134	676.0	0.0	24.0	1.0	24.0	4296.0	0.4679735999999861	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15680857	0.010440002	0.17338233	0.13939297	0.00069835735	0.00023263962000000002	0.0010047618	0.00045289335
136	135	680.0	0.0	20.0	1.0	20.0	4316.0	0.46777759999998597	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14904405	0.008147343	0.16425829	0.13826735	0.0010689293	0.000306407	0.0012929866	0.0006356895
137	136	685.0	0.0	24.0	1.0	24.0	4340.0	0.4675423999999859	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14452589	0.010590303	0.16457492	0.13138157	0.0015152458	0.00042389985	0.0019733717	0.0008222974000000001
138	137	690.0	0.0	24.0	1.0	24.0	4364.0	0.4673071999999858	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13984153	0.01116516	0.16157067	0.12691739	0.0016364143	0.0002485265	0.0018638423999999998	0.0012190744
139	138	695.0	0.0	24.0	1.0	24.0	4388.0	0.4670719999999857	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13786338	0.011218997	0.1567736	0.12228097	0.0019152251	0.000719311	0.002805976	0.0010164042
140	139	700.0	0.0	24.0	1.0	24.0	4412.0	0.4668367999999856	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13664207	0.007832019	0.15229101	0.12467373	0.0023861649	0.00012061139999999999	0.0025657618	0.0022310794
141	140	705.0	0.0	24.0	1.0	24.0	4436.0	0.4666015999999855	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.1386657	0.007872667	0.15343557	0.12947923	0.0021585023	0.00036198657	0.0025616696	0.0017385031
142	141	720.0	0.0	75.0	1.0	75.0	4511.0	0.4658665999999852	2.0	2.0	0.0																0.7450336416541353	0.5465773735308008	1.6757290490602832	0.0									0.17563204	0.045551765999999994	0.31207508	0.13089208	0.12935154	0.31277233	1.0219184000000001	0.0009347698699999999
143	142	725.0	0.0	24.0	1.0	24.0	4535.0	0.4656313999999851	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.22030057	0.047068387	0.3108787	0.15940410000000002	0.009689749000000001	0.0021435015	0.011911244	0.0067794197
144	143	730.0	0.0	24.0	1.0	24.0	4559.0	0.46539619999998494	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.20364612	0.030254258	0.25017953	0.15089956	0.0016201641	0.0007761980000000001	0.0029256782	0.0009107143
145	144	741.0	0.0	52.0	1.0	52.0	4611.0	0.4648865999999848	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.16520064	0.026171802	0.22808495	0.12895168	0.021257741	0.06157019	0.20596611	0.00012712063
146	145	743.0	0.0	7.0	1.0	7.0	4618.0	0.4648179999999848	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15142755	0.02275306	0.18600315	0.12758493	0.0006008116999999999	0.0	0.0006008116999999999	0.0006008116999999999
147	146	754.0	0.0	54.0	1.0	54.0	4672.0	0.4642887999999845	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.14344242	0.027230065	0.19596595	0.10529525	0.040826835	0.1192568	0.3985953	0.00036523555
148	147	765.0	0.0	55.0	1.0	55.0	4727.0	0.4637497999999843	1.0	1.0	0.0																0.5132172134576816	0.42380128326350175	1.0	0.0									0.15175875	0.041062842999999995	0.22540799	0.10536577	0.060256552000000005	0.17660974	0.59008044	0.00037429453
149	148	776.0	0.0	52.0	1.0	52.0	4779.0	0.4632401999999841	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.16633971	0.043946277	0.24265407	0.109376214	0.023659565	0.06411215	0.21598566	0.0009416664
150	149	787.0	0.0	54.0	1.0	54.0	4833.0	0.4627109999999838	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.1568105	0.023993826	0.20275289	0.11247835	0.04021346	0.1186607	0.39619365	4.624643e-05
151	150	792.0	0.0	24.0	1.0	24.0	4857.0	0.4624757999999837	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.16403316	0.020374183	0.19109167	0.13299808	0.00036265113	0.0002642354	0.0007000752	1.51155145e-05
152	151	805.0	0.0	64.0	1.0	64.0	4921.0	0.4618485999999834	1.0	1.0	0.0																0.4410460428151951	0.4314869967111165	1.0	0.0									0.16963336	0.024498352999999997	0.23946439	0.13659708	0.048745005999999994	0.1586479	0.5749169	2.9214609e-05
153	152	810.0	0.0	24.0	1.0	24.0	4945.0	0.4616133999999834	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.18426333	0.028840112	0.23898631	0.15763558	0.002176445	0.00083843997	0.0032090870000000002	0.0008738041000000001
154	153	821.0	0.0	52.0	1.0	52.0	4997.0	0.4611037999999831	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.16912815	0.019192854	0.22481607	0.14153737	0.020372046	0.059443545	0.19869123	0.00011962792
155	154	826.0	0.0	24.0	1.0	24.0	5021.0	0.460868599999983	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15940787	0.013910358999999999	0.18317722	0.14324372	0.0007896024000000001	0.00022566236	0.0010163746	0.00048800142
156	155	831.0	0.0	24.0	1.0	24.0	5045.0	0.4606333999999829	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15553741	0.009328956	0.17513669	0.1444218	0.0009343764	0.00018830938000000003	0.0011404941	0.0006275821
157	156	836.0	0.0	24.0	1.0	24.0	5069.0	0.4603981999999828	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15037379	0.0049713579999999995	0.16142659	0.14395724	0.0014189932	0.0002558086	0.0018394255	0.0011833481
158	157	841.0	0.0	24.0	1.0	24.0	5093.0	0.4601629999999827	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14912884	0.0022710897	0.15468895	0.14416043	0.0016874396	0.00017620496999999998	0.0019312701000000002	0.0015101897
159	158	846.0	0.0	24.0	1.0	24.0	5117.0	0.4599277999999826	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14908779	0.0034408062	0.15658154	0.14145218	0.0013227455	0.00017892705000000002	0.0015193632999999998	0.0010986081
160	159	855.0	0.0	45.0	1.0	45.0	5162.0	0.4594867999999824	1.0	1.0	0.0																0.2916759716244926	0.43454432584483293	1.0	0.0									0.16049044	0.011595234	0.19070883	0.14356479	0.10502065	0.27656043	0.8367298000000001	1.4610531000000002e-05
161	160	860.0	0.0	24.0	1.0	24.0	5186.0	0.4592515999999823	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.18582845	0.012091352	0.20893879	0.17016712	0.00020956196	0.00011179486999999999	0.00039902414	0.000108872315
162	161	871.0	0.0	52.0	1.0	52.0	5238.0	0.4587419999999821	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.18014453	0.00856228	0.20337784	0.16507648	0.020153653	0.060212307	0.20079048	3.5588332000000003e-06
163	162	876.0	0.0	24.0	1.0	24.0	5262.0	0.45850679999998206	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.17649817	0.009889954	0.19368045	0.16046035	0.00016181692	7.9992154e-05	0.00027260635	5.0916642e-05
164	163	881.0	0.0	24.0	1.0	24.0	5286.0	0.4582715999999819	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.1721808	0.008124102	0.19168584	0.16372259	0.00023392543999999998	9.447063e-05	0.00034669862	9.937209999999999e-05
165	164	886.0	0.0	24.0	1.0	24.0	5310.0	0.4580363999999818	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.1648879	0.005795245500000001	0.17885353	0.15344161	0.0005587817	0.00014615922	0.0006569377	0.0003070577
166	165	903.0	0.0	86.0	1.0	86.0	5396.0	0.4571935999999814	2.0	2.0	0.0																0.8251352692378346	0.5518380345800736	1.6757290490602832	0.0									0.16714713	0.023520967	0.2515225	0.13975489	0.07698998	0.24605617	1.0092279	7.3900139999999995e-06
167	166	906.0	0.0	15.0	1.0	15.0	5411.0	0.4570465999999814	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.20647889999999997	0.028974326	0.2583666	0.17521973	0.0024517851	0.0010225866	0.0034743716999999998	0.0014291984
168	167	910.0	0.0	18.0	1.0	18.0	5429.0	0.4568701999999813	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.20720021	0.019943481000000002	0.24687035	0.18055885	0.0014046392000000001	0.0002732853	0.0016400520000000001	0.0010214843
169	168	921.0	0.0	52.0	1.0	52.0	5481.0	0.4563605999999811	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.19440974	0.016230166	0.22025067	0.14449687	0.019935587	0.058005272999999996	0.1939487	0.00015598303999999998
170	169	926.0	0.0	24.0	1.0	24.0	5505.0	0.456125399999981	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.17781012	0.029533785	0.21565747	0.12866494	0.0006571522	0.0003188574	0.0010783623	0.00028294415000000003
171	170	931.0	0.0	24.0	1.0	24.0	5529.0	0.4558901999999809	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.16489288	0.026842157999999998	0.20322682	0.12744056	0.00079306716	0.00043391459999999997	0.0013181248999999998	0.00011688172500000001
172	171	936.0	0.0	24.0	1.0	24.0	5553.0	0.4556549999999808	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14787644	0.021519104	0.17423943	0.12120512	0.0011201445	0.00079454685	0.0021284171	0.00020146470000000002
173	172	941.0	0.0	24.0	1.0	24.0	5577.0	0.4554197999999807	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.13734648	0.015933503999999998	0.16115212	0.11138699	0.001858039	0.000438541	0.0024361557	0.0012379828
174	173	952.0	0.0	52.0	1.0	52.0	5629.0	0.4549101999999805	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.13708109	0.012945429	0.16914462	0.113794126	0.022585714	0.063449405	0.21292712	0.00039301362
175	174	963.0	0.0	54.0	1.0	54.0	5683.0	0.4543809999999802	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.15591669	0.022979796	0.21533169	0.13098377	0.03841887	0.11305236	0.37757406	0.00022494991000000003
176	175	974.0	0.0	53.0	1.0	53.0	5736.0	0.45386159999997994	1.0	1.0	0.0																0.5189050264946156	0.4248965219314306	1.0	0.0									0.16707157	0.025386957	0.21947537	0.1372766	0.03923853	0.11457282	0.38295674	0.00081934227
177	176	995.0	0.0	103.0	1.0	103.0	5839.0	0.4528521999999796	2.0	2.0	0.0																0.8686116285338285	0.5272117912356105	1.6689717585696804	0.0									0.16391848	0.019823661	0.20462774	0.13875178	0.019869095	0.05722947	0.19744869	0.00015835224
178	177	999.0	0.0	17.0	1.0	17.0	5856.0	0.4526855999999795	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.16169195	0.019210424	0.20024647	0.14200948	0.0009741267999999999	0.00056620943	0.0016561012	0.0002697213
179	178	1004.0	0.0	24.0	1.0	24.0	5880.0	0.4524503999999794	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15599881	0.0073764686999999995	0.17736387	0.14079542	0.0008189892999999999	0.00016098040000000002	0.0009351123	0.0005415263
180	179	1009.0	0.0	24.0	1.0	24.0	5904.0	0.4522151999999793	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.14881332	0.008366017	0.16364816	0.12992713	0.0006608015	7.10652e-05	0.00073504477	0.00058024627
181	180	1014.0	0.0	24.0	1.0	24.0	5928.0	0.4519799999999792	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.140252	0.008945268000000001	0.15537018	0.12722406	0.0019281885000000001	0.00031687546	0.0024460664000000003	0.001584208