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									-0.00929498	0.06796435	0.09889928	-0.119954936	0.008117073	0.004568533	0.015304986999999999	0.0034048697
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									0.045055524000000007	0.030957687999999997	0.08460185	-0.013251471	0.0009925155	0.0009468505	0.0025923070000000003	0.00012063845
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									0.06884938	0.029648716000000002	0.11188255	0.019537695	0.0006721711999999999	0.00039917976000000005	0.0011847136	8.976037e-05
42	41	33.0	0.0	92.0	1.0	92.0	1192.0	0.4983927999999993	2.0	2.0	0.0																0.8534015119977619	0.5441942311137079	1.6757290490602832	0.0									0.0883521	0.031793334	0.16701178	0.024985882	0.037204355	0.10620363	0.42501400000000006	4.2778997e-06
43	42	38.0	0.0	24.0	1.0	24.0	1216.0	0.4981575999999992	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.10529153	0.02016268	0.14370576	0.06913775	0.0015971976999999999	0.0008657581599999999	0.0030072021999999997	0.0007383566999999999
44	43	43.0	0.0	24.0	1.0	24.0	1240.0	0.4979223999999991	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07744227	0.01542425	0.10871345	0.048260458	0.00020280163000000002	0.00010186273	0.00030880302000000005	3.9888797e-05
45	44	46.0	0.0	12.0	1.0	12.0	1252.0	0.4978047999999991	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06129868	0.015126971999999999	0.07984343	0.0353601	0.0009136583	0.00025345644	0.0011671147	0.0006602018
46	45	57.0	0.0	52.0	1.0	52.0	1304.0	0.4972951999999988	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.047512673	0.018140275	0.09560679	0.014123448	0.022385923	0.0626584	0.21034133	0.00030637812
47	46	62.0	0.0	24.0	1.0	24.0	1328.0	0.4970599999999987	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06633865	0.02474466	0.102005556	0.025801424	0.0005721735	0.00012446971999999999	0.0007720933599999999	0.0004295336
48	47	67.0	0.0	24.0	1.0	24.0	1352.0	0.4968247999999986	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06891296	0.012894481000000001	0.09348225	0.05276441	0.00021480826	3.5362074e-05	0.00026610296	0.00017630754000000002
49	48	72.0	0.0	24.0	1.0	24.0	1376.0	0.4965895999999985	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06593756	0.0075343666	0.08417698	0.04723746	0.00041663367	9.947705e-05	0.0005322529	0.00025807158
50	49	83.0	0.0	52.0	1.0	52.0	1428.0	0.4960799999999983	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.066367954	0.025799528	0.13676763	0.032713532000000003	0.020903755	0.059131946	0.198283	0.00036163873
51	50	86.0	0.0	12.0	1.0	12.0	1440.0	0.4959623999999983	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07386828	0.04325008	0.14406407	0.029439842	0.0032999848	0.0005265879400000001	0.0038265728	0.002773397
52	51	91.0	0.0	24.0	1.0	24.0	1464.0	0.4957271999999982	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.064515375	0.03517153	0.12387836	0.014267594	0.0012488018	0.0005847424	0.0018670396	0.00028639942
53	52	128.0	0.0	185.0	1.0	185.0	1649.0	0.4939141999999974	4.0	4.0	0.0																1.3319503196322744	0.5677702904995332	2.2729404793477666	0.0									0.0997294	0.05640888	0.23048258	9.343440999999999e-05	0.07552683	0.21128049999999998	0.8207700000000001	0.00018400319
54	53	133.0	0.0	24.0	1.0	24.0	1673.0	0.4936789999999973	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.15186448	0.06548391	0.24773659	0.0635548	0.016884241	0.0007571860000000001	0.018178301	0.016333649
55	54	144.0	0.0	52.0	1.0	52.0	1725.0	0.493169399999997	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.108742625	0.045746762	0.20041387	0.043175757	0.021208731	0.05330683	0.18097393	0.0006404157
56	55	149.0	0.0	24.0	1.0	24.0	1749.0	0.492934199999997	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07252499	0.022287072999999998	0.12028539	0.049872432	0.0007338219	0.0003052691	0.0011797493	0.00042900672999999996
57	56	154.0	0.0	24.0	1.0	24.0	1773.0	0.4926989999999968	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.05565151	0.009113167	0.078193925	0.04441093	0.0004691775	0.00016904595000000002	0.00067433977	0.00023024941
58	57	159.0	0.0	24.0	1.0	24.0	1797.0	0.4924637999999967	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.049803442999999996	0.0060648443	0.060011942	0.038728774	0.00036282357	0.0001539445	0.00055484095	0.00019187425
59	58	164.0	0.0	24.0	1.0	24.0	1821.0	0.4922285999999966	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.052268762	0.013977132	0.075465105	0.032645725	0.0008818942	0.0006119825	0.0017744825	0.00030754769
60	59	169.0	0.0	24.0	1.0	24.0	1845.0	0.4919933999999965	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.053460706	0.014913861	0.07760855	0.032338873	0.0014411553	0.00087073114	0.0026050457	0.00043103550000000003
61	60	174.0	0.0	24.0	1.0	24.0	1869.0	0.4917581999999964	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.05292507	0.015838912	0.072288096	0.027641263	0.0005914076	0.0002776015	0.00095857924	0.000315929
62	61	179.0	0.0	24.0	1.0	24.0	1893.0	0.4915229999999963	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.055660542	0.013788648999999998	0.074376605	0.03110108	0.0006867961500000001	0.00024634646	0.0009212064	0.00031424305
63	62	188.0	0.0	45.0	1.0	45.0	1938.0	0.4910819999999961	1.0	1.0	0.0																0.2916759716244926	0.43454432584483293	1.0	0.0									0.07129335	0.022151675	0.12243965	0.03715122	0.09989827	0.26274976	0.79506814	5.4021144000000004e-05
64	63	193.0	0.0	24.0	1.0	24.0	1962.0	0.490846799999996	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.09847518	0.037811045	0.14286429999999997	0.035151016	0.00208528	0.0005420199	0.0026349402	0.0014787636
65	64	194.0	0.0	5.0	1.0	5.0	1967.0	0.49079779999999606	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.10028359	0.031610005	0.1256151	0.04617266
66	65	198.0	0.0	19.0	1.0	19.0	1986.0	0.4906115999999959	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.09297423	0.024541315	0.11692249	0.04989846	0.0005102306	0.00021224465	0.00075546117	0.00023772147999999996
67	66	203.0	0.0	24.0	1.0	24.0	2010.0	0.4903763999999958	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.077824675	0.0148967905	0.10029818	0.053269763	0.00034821974	0.00023219129	0.00074703974	0.00018302080000000002
68	67	220.0	0.0	85.0	1.0	85.0	2095.0	0.4895433999999954	2.0	2.0	0.0																0.8195084153826949	0.5526164839774524	1.6757290490602832	0.0									0.08193297	0.02560998	0.18853237	0.050821282	0.10979559	0.29015037	0.98734355	2.8003995e-05
69	68	225.0	0.0	24.0	1.0	24.0	2119.0	0.4893081999999954	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.119169846	0.039040137	0.19000271	0.07560779	0.006325156	0.0021564749	0.009471609	0.0034895765
70	69	230.0	0.0	24.0	1.0	24.0	2143.0	0.4890729999999953	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.11823886	0.019063128000000002	0.15672484	0.09201646	0.0024157767	0.0010989244	0.00402778	0.0013962463
71	70	235.0	0.0	24.0	1.0	24.0	2167.0	0.4888377999999952	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.10493843	0.012762165	0.1286241	0.07634897	0.0007397831	0.00024871938999999996	0.0010987772999999999	0.00040162822999999996
72	71	256.0	0.0	103.0	1.0	103.0	2270.0	0.4878283999999947	2.0	2.0	0.0																0.7599080194868341	0.5670780491551806	1.6622820409839836	0.0									0.08140612400000001	0.022063877000000003	0.12692371	0.031630073	0.029916337	0.09372142	0.39430505	6.39669e-06
73	72	267.0	0.0	54.0	1.0	54.0	2324.0	0.4872991999999945	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.08819645	0.032574955	0.13277593	0.039653204	0.038397856	0.111066274	0.37159243	0.0006931292
74	73	291.0	0.0	119.0	1.0	119.0	2443.0	0.486132999999994	2.0	2.0	0.0																0.7623109840390719	0.5295673465368707	1.617290140942288	0.0									0.10076303	0.028938584	0.13487701	0.029613886000000002	0.051913343	0.17522246	0.79278684	0.000747996
75	74	296.0	0.0	24.0	1.0	24.0	2467.0	0.4858977999999939	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.11908581	0.0146564245	0.13520586	0.089423634	0.0010217602	0.00023595625	0.0013741221	0.00070921995
76	75	307.0	0.0	52.0	1.0	52.0	2519.0	0.4853881999999937	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.10466295	0.010565911	0.12585841	0.085654035	0.019559957	0.057352275	0.1916154	7.361755e-05
77	76	309.0	0.0	11.0	1.0	11.0	2530.0	0.4852803999999936	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.095396675	0.009557432	0.11032182	0.079859056	0.00022823249	0.0	0.00022823249	0.00022823249
78	77	314.0	0.0	24.0	1.0	24.0	2554.0	0.4850451999999935	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.09109826	0.007900203	0.104641624	0.07280832	0.00014604515	4.8166094e-05	0.00022485944	0.000100097655
79	78	319.0	0.0	24.0	1.0	24.0	2578.0	0.4848099999999934	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.080115646	0.0064848936	0.091938406	0.06938102	4.3358392000000006e-05	2.2668305999999997e-05	8.00327e-05	1.8076702e-05
80	79	324.0	0.0	24.0	1.0	24.0	2602.0	0.4845747999999933	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07481518	0.0058185384	0.08368031	0.06538295	0.00022529487999999997	7.9950776e-05	0.00034965284	0.00012643238000000002
81	80	329.0	0.0	24.0	1.0	24.0	2626.0	0.4843395999999932	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.0702974	0.0044233357	0.07848369	0.06338396	0.00029625767000000005	0.000118694385	0.00046313994000000004	0.00017485113999999997
82	81	334.0	0.0	24.0	1.0	24.0	2650.0	0.4841043999999931	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06724702	0.0033021122	0.072442085	0.06187697	0.00039602947	0.00011203105	0.0005888925	0.00031922123
83	82	339.0	0.0	24.0	1.0	24.0	2674.0	0.483869199999993	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06799324	0.0046170772999999995	0.07436144	0.060274432999999995	0.00022093557	0.00012505583000000002	0.00043319892999999995	0.0001254866
84	83	344.0	0.0	24.0	1.0	24.0	2698.0	0.4836339999999929	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06298729	0.008402422	0.07897756	0.051788386	0.0005581195	0.00019548462	0.0008878372999999999	0.00038288443
85	84	349.0	0.0	24.0	1.0	24.0	2722.0	0.4833987999999928	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06475940000000001	0.008129972	0.078203276	0.050975204	0.0005767367	0.00018993625	0.0008832087599999999	0.00039101817
86	85	367.0	0.0	89.0	1.0	89.0	2811.0	0.4825265999999924	2.0	2.0	0.0																0.8403842886307117	0.5485708343259555	1.6757290490602832	0.0									0.08009292	0.028361686	0.16432662	0.047092173	0.08185624	0.22422616	0.80038375	8.3800995e-05
87	86	372.0	0.0	24.0	1.0	24.0	2835.0	0.4822913999999923	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.11119981	0.032580595	0.16728485	0.061624844000000005	0.0027332976	0.0007721542	0.003996538	0.0020471345999999997
88	87	377.0	0.0	24.0	1.0	24.0	2859.0	0.4820561999999922	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.10850571	0.020781895	0.13558571	0.07375315	0.0014359999	0.0006661611999999999	0.002587263	0.0010062276
89	88	382.0	0.0	24.0	1.0	24.0	2883.0	0.4818209999999921	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.100853115	0.013681875	0.12449139	0.07798881	0.0006866358500000001	0.00028172985	0.00091991207	0.00021548597999999997
90	89	387.0	0.0	24.0	1.0	24.0	2907.0	0.481585799999992	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.08615003	0.009291072	0.09975654	0.070607655	0.00012568427	9.4498966e-05	0.00022893027999999998	2.9971534000000002e-05
91	90	398.0	0.0	52.0	1.0	52.0	2959.0	0.4810761999999918	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.07639985	0.010155001	0.10158039	0.054348037	0.01999113	0.059377473	0.19812326	1.5929112e-05
92	91	409.0	0.0	54.0	1.0	54.0	3013.0	0.4805469999999916	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.07719005	0.019874258	0.10860287	0.04651986	0.041412365	0.12281446	0.40985548	0.00021220257999999997
93	92	414.0	0.0	24.0	1.0	24.0	3037.0	0.4803117999999914	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.0778645	0.017768934	0.10060765599999999	0.046859063	0.00016889169999999997	0.00012534103999999998	0.0003857597	8.835471e-05
94	93	419.0	0.0	24.0	1.0	24.0	3061.0	0.4800765999999914	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07691648599999999	0.017767961999999998	0.10032002	0.048473086	0.00039556074999999997	0.00025745243	0.0007309109	9.9693125e-06
95	94	424.0	0.0	24.0	1.0	24.0	3085.0	0.4798413999999913	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07459425	0.015980715	0.095553145	0.049963402999999997	0.00010163081	8.655040999999999e-05	0.00021245877999999998	6.870893e-06
96	95	429.0	0.0	24.0	1.0	24.0	3109.0	0.4796061999999912	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07089216	0.0148659935	0.09540713	0.05050002	0.0003972167	0.00016596036	0.00067717285	0.0002646632
97	96	434.0	0.0	24.0	1.0	24.0	3133.0	0.4793709999999911	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06943679	0.011796846000000001	0.08878633	0.05192113	0.00025815703	9.5509786e-05	0.00038019937000000005	0.00011235732
98	97	439.0	0.0	24.0	1.0	24.0	3157.0	0.479135799999991	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06458027	0.006681509	0.07925292	0.05072459	0.00038122066	9.082015499999999e-05	0.00053200196	0.00028924627
99	98	456.0	0.0	86.0	1.0	86.0	3243.0	0.4782929999999906	2.0	2.0	0.0																0.8251352692378346	0.5518380345800736	1.6757290490602832	0.0									0.07534573	0.025534015	0.14933842	0.04604937	0.07495541	0.239524	0.9827648999999999	0.00028167467
100	99	461.0	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									0.10557049	0.034374512999999995	0.15307353	0.06241499	0.0023031328	0.00060237973	0.0029217134999999996	0.0016051705
101	100	471.0	0.0	49.0	1.0	49.0	3316.0	0.4775775999999903	1.0	1.0	0.0																0.3205240951348431	0.4405704760418581	1.0	0.0									0.10707845	0.02620935	0.1513902	0.074273795	0.04192402	0.11176580000000001	0.35803977	0.0017063691
102	101	476.0	0.0	24.0	1.0	24.0	3340.0	0.4773423999999902	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.103255905	0.01856118	0.14214478	0.07447984	0.0017786579999999998	0.0010151075	0.0032813593	0.0008048799000000001
103	102	481.0	0.0	24.0	1.0	24.0	3364.0	0.4771071999999901	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.08854861	0.010850226499999999	0.10833511	0.07289857400000001	0.00032687624	0.00025144487	0.0007213799400000001	0.00010472962
104	103	486.0	0.0	24.0	1.0	24.0	3388.0	0.47687199999999	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07981434	0.011290915	0.103153795	0.06482252	0.00013097886	9.5271906e-05	0.00027260266	1.0245543e-05
105	104	491.0	0.0	24.0	1.0	24.0	3412.0	0.4766367999999898	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07007680000000001	0.007058271	0.08518994	0.057341944000000006	0.00029811314999999997	0.00013984149999999999	0.00045707047999999994	8.763299e-05
106	105	496.0	0.0	24.0	1.0	24.0	3436.0	0.4764015999999898	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.067145005	0.007525911	0.07656544400000001	0.05155762	0.0003298783	0.00021247705000000002	0.0005838326	5.1428549999999994e-05
107	106	501.0	0.0	24.0	1.0	24.0	3460.0	0.4761663999999897	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.059835757999999996	0.007128891	0.07264637	0.04736685	0.0005753584	0.00015000992	0.0008010082	0.00039383664
108	107	512.0	0.0	52.0	1.0	52.0	3512.0	0.4756567999999894	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.06522049	0.01115448	0.096472666	0.050773885	0.020957003999999998	0.060732927	0.20315142	5.5069988e-05
109	108	532.0	0.0	101.0	1.0	101.0	3613.0	0.47466699999998907	2.0	2.0	0.0																0.8813809358932725	0.5271073933344768	1.6757290490602832	0.0									0.07645157	0.020208614	0.15334658	0.05350165	0.060248613	0.21165285	0.9393701999999999	0.00029417485
110	109	543.0	0.0	54.0	1.0	54.0	3667.0	0.4741377999999888	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.10693799	0.030732172999999998	0.16985250000000002	0.06955463	0.037471287	0.10382501	0.34893638	0.0013520826
111	110	554.0	0.0	54.0	1.0	54.0	3721.0	0.4736085999999886	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.11214722	0.03101706	0.17739299	0.07705095	0.03724577	0.10285567	0.34579396	0.0011352943
112	111	565.0	0.0	52.0	1.0	52.0	3773.0	0.4730989999999883	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.1012108	0.02453077	0.15952511	0.074109375	0.019904155	0.053213357999999995	0.17952879	0.0011095882
113	112	568.0	0.0	15.0	1.0	15.0	3788.0	0.4729519999999882	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.09267779	0.012742756000000001	0.11837804	0.074947394	0.0005184763	4.6927263999999995e-05	0.00056540355	0.00047154902
114	113	579.0	0.0	54.0	1.0	54.0	3842.0	0.472422799999988	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.0819063	0.0099511845	0.10581760000000001	0.057987145999999996	0.0403735	0.120499045	0.40187046	1.2785163999999999e-05
115	114	581.0	0.0	8.0	1.0	8.0	3850.0	0.472344399999988	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.079396196	0.010891715	0.09540765	0.06397416	0.00015179251	0.0	0.00015179251	0.00015179251
116	115	592.0	0.0	55.0	1.0	55.0	3905.0	0.4718053999999878	1.0	1.0	0.0																0.5132172134576816	0.42380128326350175	1.0	0.0									0.08121719	0.017934753	0.12920366	0.05262927	0.056286585	0.16716988	0.55779505	0.0001651843
117	116	612.0	0.0	101.0	1.0	101.0	4006.0	0.4708155999999874	2.0	2.0	0.0																0.8813809358932725	0.5271073933344768	1.6757290490602832	0.0									0.08839721	0.03015586	0.15004447	0.054112095	0.059538126	0.20639643	0.91937613	2.8841609999999996e-05
118	117	633.0	0.0	103.0	1.0	103.0	4109.0	0.4698061999999869	2.0	2.0	0.0																0.7670177609397894	0.5708948709094966	1.6689717585696804	0.0									0.10353025	0.035485074	0.1557981	0.04468717	0.038197897	0.107252	0.36280406	0.0011087173
119	118	644.0	0.0	53.0	1.0	53.0	4162.0	0.4692867999999867	1.0	1.0	0.0																0.5189050264946156	0.4248965219314306	1.0	0.0									0.102050446	0.029867966	0.15692568	0.052941825	0.041615386000000004	0.11908907	0.3988755	0.0009848764
120	119	655.0	0.0	55.0	1.0	55.0	4217.0	0.4687477999999865	1.0	1.0	0.0																0.5132172134576816	0.42380128326350175	1.0	0.0									0.09923156	0.017119495	0.13711089999999998	0.07635659	0.056949783	0.16885047	0.5634998	0.00011717993999999998
121	120	660.0	0.0	24.0	1.0	24.0	4241.0	0.4685125999999864	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.10512584	0.021881027	0.13154769	0.074215844	0.00092352735	0.00048514487999999997	0.0016829141	0.00041970247
122	121	665.0	0.0	24.0	1.0	24.0	4265.0	0.4682773999999862	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.10209602	0.021233268	0.13341019	0.07486358	0.00081835466	0.0002383939	0.0010732986	0.00043016410000000006
123	122	666.0	0.0	1.0	1.0	1.0	4266.0	0.4682675999999862	0.0	0.0	0.0																0.0	0.0	0.0	0.0
124	123	677.0	0.0	52.0	1.0	52.0	4318.0	0.467757999999986	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.094018534	0.014452208000000001	0.12364663	0.07155165	0.01922713	0.056582592	0.18897419	0.00015006686
125	124	688.0	0.0	54.0	1.0	54.0	4372.0	0.4672287999999858	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.08347893	0.016335115	0.12195676	0.056546435	0.03860981	0.11426703	0.3814103	0.00024285488999999997
126	125	699.0	0.0	52.0	1.0	52.0	4424.0	0.4667191999999856	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.08205	0.022543898	0.12833692	0.05540137	0.019100612	0.05453369	0.18269853	0.00047629816
127	126	704.0	0.0	24.0	1.0	24.0	4448.0	0.4664839999999855	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.083455086	0.020823644	0.123945236	0.06553873	0.0008568175999999999	0.00049120083	0.0016344454000000001	0.00029049319999999997
128	127	709.0	0.0	24.0	1.0	24.0	4472.0	0.4662487999999854	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.080126934	0.016562307	0.11503692	0.06393641	0.00046669276	0.00017906096999999998	0.0006475866999999999	0.00018727388
129	128	712.0	0.0	15.0	1.0	15.0	4487.0	0.4661017999999853	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07734776	0.013459095	0.101347774	0.062120136	0.00023492877	1.1755044e-05	0.0002466838	0.00022317372000000004
130	129	723.0	0.0	52.0	1.0	52.0	4539.0	0.4655921999999851	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.06865483	0.009853586999999999	0.092422456	0.05169022	0.020130171999999998	0.059659522	0.19910689	1.8855995e-05
131	130	734.0	0.0	53.0	1.0	53.0	4592.0	0.4650727999999849	1.0	1.0	0.0																0.5189050264946156	0.4248965219314306	1.0	0.0									0.07308253	0.014188471999999999	0.11434976	0.055157732	0.03948576	0.117836565	0.39299515	5.9261463e-05
132	131	745.0	0.0	54.0	1.0	54.0	4646.0	0.4645435999999846	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.08239171	0.026587179	0.14445609	0.05534114	0.036754098	0.10736249	0.3588398	0.00057239155
133	132	756.0	0.0	55.0	1.0	55.0	4701.0	0.4640045999999844	1.0	1.0	0.0																0.5132172134576816	0.42380128326350175	1.0	0.0									0.09093048	0.028265601	0.1446689	0.055992223	0.058524407	0.17036986	0.56963223	0.001020798
134	133	767.0	0.0	56.0	1.0	56.0	4757.0	0.4634557999999842	1.0	4.0	0.0																0.5040526203602229	0.4254640849482104	1.0	0.0									0.10313678	0.022512908999999998	0.14123678	0.078680746	0.05669725	0.16673045	0.55688566	0.0005270605
135	134	772.0	0.0	24.0	1.0	24.0	4781.0	0.4632205999999841	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.110361375	0.029590966	0.14734544	0.07103138	0.0023054865	0.0008587350999999999	0.003731192	0.0015000588000000001
136	135	777.0	0.0	24.0	1.0	24.0	4805.0	0.462985399999984	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.10698792	0.027917882	0.14324693	0.06275278	0.0013645464999999999	0.00043549962	0.0020915067	0.00095611135
137	136	782.0	0.0	24.0	1.0	24.0	4829.0	0.4627501999999839	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.09684548	0.019581183999999998	0.12468915	0.06402002	0.00063719467	0.00025190302	0.0009644825500000001	0.00031055487
138	137	787.0	0.0	24.0	1.0	24.0	4853.0	0.4625149999999837	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.08514852	0.010406802	0.1019025	0.06663529	7.927007e-05	5.49737e-05	0.00016262982	8.209425e-06
139	138	802.0	0.0	72.0	1.0	72.0	4925.0	0.4618093999999834	1.0	1.0	0.0																0.4690527208555781	0.41448467054854793	1.0	0.0									0.07434035	0.008779802	0.102222115	0.061949678	0.014235103999999998	0.05037706	0.19586977	6.1873816e-06
140	139	807.0	0.0	24.0	1.0	24.0	4949.0	0.4615741999999834	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07219878	0.01653223	0.10291278	0.050261147	0.00038819567999999997	0.00019228888	0.00068649737	0.00016338133999999998
141	140	812.0	0.0	24.0	1.0	24.0	4973.0	0.4613389999999832	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06810211	0.011954194	0.09173427	0.05011968	0.00042919587999999995	0.00012402133	0.00055751024	0.00028436416
142	141	817.0	0.0	24.0	1.0	24.0	4997.0	0.4611037999999831	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.063984215	0.0064759282	0.07655495	0.051324315	0.0004928593400000001	0.00021117511000000002	0.0007674826	0.00026420606
143	142	820.0	0.0	12.0	1.0	12.0	5009.0	0.4609861999999831	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.0640031	0.0056540209999999995	0.07259389	0.05493502	0.00057145755	5.9463724000000004e-05	0.0006309213	0.0005119937999999999
144	143	825.0	0.0	24.0	1.0	24.0	5033.0	0.4607509999999829	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06451932	0.0044587418	0.07335704	0.054604284	0.00039711932	0.00014757816	0.00063420105	0.0002354089
145	144	830.0	0.0	24.0	1.0	24.0	5057.0	0.4605157999999829	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06334493	0.003912494	0.069234885	0.052976935999999995	0.0006339283000000001	0.00012344806999999998	0.0008463778	0.00054354017
146	145	832.0	0.0	7.0	1.0	7.0	5064.0	0.4604471999999829	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.06035191	0.0055641676	0.0692637	0.05142855599999999	0.00044464160000000006	0.0	0.00044464160000000006	0.00044464160000000006
147	146	837.0	0.0	24.0	1.0	24.0	5088.0	0.4602119999999828	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.060435615	0.006453160699999999	0.07545922	0.04944761	0.0006926845	0.00014405526000000002	0.0008343419	0.00045874517
148	147	848.0	0.0	52.0	1.0	52.0	5140.0	0.4597023999999825	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.06820399	0.01100929	0.10061815	0.05349145	0.019784277	0.058259807999999996	0.19456205	9.948957000000001e-05
149	148	859.0	0.0	54.0	1.0	54.0	5194.0	0.4591731999999823	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.07736732	0.018125935	0.12136063	0.055012893	0.03826442	0.11307491	0.37748826	0.00023203791
150	149	864.0	0.0	24.0	1.0	24.0	5218.0	0.4589379999999822	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.08022753	0.023664993999999998	0.12810639	0.060671947999999996	0.0006849873	0.00012465446	0.0008700324699999999	0.0005575028
151	150	875.0	0.0	52.0	1.0	52.0	5270.0	0.45842839999998203	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.08633806	0.02243065	0.13592005	0.06476869	0.018964563	0.054055594000000005	0.18112932	0.00048118559999999996
152	151	886.0	0.0	54.0	1.0	54.0	5324.0	0.4578991999999818	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.08440914	0.012919372	0.118901454	0.07096202	0.04028917	0.11966336	0.39927787	8.88183e-05
153	152	891.0	0.0	24.0	1.0	24.0	5348.0	0.4576639999999816	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.08703269	0.013541745	0.10826723	0.066480264	0.00032776236	2.5526221999999996e-05	0.00037106976	0.00030498437
154	153	910.0	0.0	95.0	1.0	95.0	5443.0	0.4567329999999813	2.0	2.0	0.0																0.7414319649150338	0.5850915616251617	1.6825545950103868	0.0									0.08746838	0.018440142	0.14816985	0.057962667	0.05279459	0.17336841	0.74391127	3.8367885e-05
155	154	915.0	0.0	24.0	1.0	24.0	5467.0	0.4564977999999811	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.09973003	0.02195163	0.14468168	0.071939394	0.0027365251	0.0011053447	0.0039236625	0.0010615382000000002
156	155	920.0	0.0	24.0	1.0	24.0	5491.0	0.456262599999981	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.095862895	0.014255895	0.11867223	0.071113124	0.00042584434000000003	0.00024347709999999998	0.0008424903	0.00023422942999999999
157	156	925.0	0.0	24.0	1.0	24.0	5515.0	0.4560273999999809	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.09031142	0.01297162	0.110667445	0.070553534	0.0003248459	0.00011954216999999999	0.00047709676	0.00014770223
158	157	930.0	0.0	24.0	1.0	24.0	5539.0	0.4557921999999808	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.08104393	0.012718693	0.10152084	0.06479823	0.00014260312	3.1706437e-05	0.00017037941000000003	9.059783000000002e-05
159	158	935.0	0.0	24.0	1.0	24.0	5563.0	0.4555569999999807	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07596453	0.011702553999999999	0.09578933	0.06085507	0.00014714886	8.425822000000001e-05	0.00025223134	1.7464946999999998e-05
160	159	940.0	0.0	24.0	1.0	24.0	5587.0	0.4553217999999806	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.066409715	0.008723007	0.07956348	0.047551937	0.0003168223	0.00015954701	0.0004325461	4.294515e-05
161	160	945.0	0.0	24.0	1.0	24.0	5611.0	0.4550865999999805	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.061636366	0.006376351999999999	0.073017895	0.04785463	0.0008631575999999999	0.0002488066	0.0012485642999999999	0.000643735
162	161	956.0	0.0	52.0	1.0	52.0	5663.0	0.4545769999999803	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.0668156	0.00623427	0.08440489999999999	0.052452892	0.020284748000000002	0.059312135	0.19821812	2.574366e-05
163	162	967.0	0.0	54.0	1.0	54.0	5717.0	0.4540477999999801	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.07832273	0.00959376	0.10318826	0.06255627400000001	0.039543845	0.118287005	0.3944048	1.7807353e-05
164	163	978.0	0.0	55.0	1.0	55.0	5772.0	0.4535087999999798	1.0	1.0	0.0																0.5132172134576816	0.42380128326350175	1.0	0.0									0.094177455	0.017521465	0.13390744	0.07279426	0.05540521	0.16381086	0.5468365	0.00035105163
165	164	989.0	0.0	52.0	1.0	52.0	5824.0	0.4529991999999796	1.0	1.0	0.0																0.5148012122030814	0.42792094166684	1.0	0.0									0.10131805	0.028418198	0.14865567	0.05693026599999999	0.020502217	0.055599395	0.1872949	0.0010659902
166	165	991.0	0.0	11.0	1.0	11.0	5835.0	0.4528913999999796	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.10065218	0.023896739	0.12976600000000002	0.07009303	0.0019586566000000002	0.0	0.0019586566000000002	0.0019586566000000002
167	166	1002.0	0.0	54.0	1.0	54.0	5889.0	0.4523621999999794	1.0	1.0	0.0																0.5092956741521227	0.4267174441531693	1.0	0.0									0.088302806	0.016600255	0.12181738	0.06405199	0.03991258	0.11788066	0.39355117	8.372803e-05
168	167	1013.0	0.0	53.0	1.0	53.0	5942.0	0.4518427999999791	1.0	1.0	0.0																0.5189050264946156	0.4248965219314306	1.0	0.0									0.08208684	0.012937944	0.10868713	0.055591654000000004	0.040527	0.12099863	0.40352267	2.3147260000000002e-05
169	168	1018.0	0.0	24.0	1.0	24.0	5966.0	0.451607599999979	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.089213744	0.01305453	0.11265105	0.07249413	0.00053990993	0.00013450206	0.0007375707	0.00036113066
170	169	1023.0	0.0	24.0	1.0	24.0	5990.0	0.4513723999999789	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.08227284	0.007494508	0.097882286	0.0686567	4.114283e-05	3.4968238e-05	9.736268e-05	1.8153918000000001e-06
171	170	1028.0	0.0	24.0	1.0	24.0	6014.0	0.4511371999999788	0.0	0.0	0.0																0.0	0.0	0.0	0.0									0.07731951	0.0059566037	0.08605237	0.06250259999999999	0.00014898041000000002	0.00016109177	0.00042544805999999996	3.1070897e-05