Introduction-to-Machine-Learning-Project-Report/results/14c/train_250_800_16/results.csv

1	epoch	time	train/box_loss	train/seg_loss	train/cls_loss	train/dfl_loss	metrics/precision(B)	metrics/recall(B)	metrics/mAP50(B)	metrics/mAP50-95(B)	metrics/precision(M)	metrics/recall(M)	metrics/mAP50(M)	metrics/mAP50-95(M)	val/box_loss	val/seg_loss	val/cls_loss	val/dfl_loss	lr/pg0	lr/pg1	lr/pg2
2	1	22.0912	1.12752	2.15647	3.57576	1.41154	0.68883	0.27604	0.32842	0.25987	0.66957	0.25533	0.29453	0.2132	0.8655	2.74492	4.67955	1.25117	0.0001112	0.0001112	0.0001112
3	2	46.3541	0.82251	1.22646	1.96205	1.14487	0.54647	0.5209	0.43427	0.30988	0.53351	0.48372	0.47497	0.32332	1.10751	1.77378	8.50079	1.47266	0.000227057	0.000227057	0.000227057
4	3	69.1069	0.92912	1.27259	1.78538	1.2136	0.51647	0.41715	0.3761	0.2407	0.50081	0.35271	0.32244	0.22345	1.27446	2.57822	7.739	1.81782	0.00034199	0.00034199	0.00034199
5	4	91.1181	0.92668	1.27147	1.66753	1.2148	0.65796	0.24451	0.22556	0.13678	0.20938	0.36689	0.19177	0.08043	1.394	6.60183	14.0547	2.0659	0.000455998	0.000455998	0.000455998
6	5	113	0.99305	1.31954	1.58882	1.25517	0.68022	0.25283	0.20684	0.12483	0.64636	0.21348	0.17978	0.0989	1.49947	3.5778	6.4143	2.19186	0.000547193	0.000547193	0.000547193
7	6	134.983	0.94882	1.32112	1.51356	1.22064	0.44598	0.55707	0.41812	0.29408	0.43562	0.52307	0.4068	0.25617	1.25514	2.4998	3.1018	1.96473	0.000544991	0.000544991	0.000544991
8	7	156.908	0.94675	1.31633	1.46485	1.23957	0.45144	0.48393	0.4208	0.31405	0.46925	0.37542	0.41335	0.28221	1.0845	2.03403	3.94552	1.65504	0.000542789	0.000542789	0.000542789
9	8	178.923	0.90711	1.25074	1.34906	1.19464	0.27459	0.55748	0.40358	0.28154	0.24771	0.46827	0.34585	0.21205	1.30135	3.68412	2.57867	1.76927	0.000540588	0.000540588	0.000540588
10	9	200.801	0.89127	1.17577	1.23177	1.18605	0.38439	0.39731	0.33692	0.2359	0.4195	0.42688	0.36069	0.22173	1.2662	2.01815	2.16882	1.72339	0.000538386	0.000538386	0.000538386
11	10	222.669	0.90655	1.21145	1.24445	1.21312	0.45256	0.57556	0.51541	0.37614	0.44887	0.5608	0.49377	0.29568	1.08998	1.8218	1.75324	1.477	0.000536184	0.000536184	0.000536184
12	11	244.904	0.87154	1.144	1.19681	1.18139	0.48088	0.41444	0.37731	0.29157	0.44677	0.38546	0.3493	0.22101	1.07026	2.61778	2.55361	1.51527	0.000533982	0.000533982	0.000533982
13	12	266.834	0.85761	1.14649	1.13234	1.14566	0.30714	0.38909	0.27443	0.20282	0.29545	0.3558	0.23152	0.14854	1.31562	2.19505	3.58526	1.75961	0.000531781	0.000531781	0.000531781
14	13	288.774	0.90499	1.27696	1.28526	1.20416	0.43508	0.48626	0.47136	0.33584	0.42279	0.43401	0.43579	0.27019	1.05871	2.07825	1.91606	1.46903	0.000529579	0.000529579	0.000529579
15	14	310.665	0.83417	1.13054	1.10642	1.16618	0.74221	0.5439	0.64539	0.45185	0.72241	0.51845	0.62205	0.4312	1.04814	1.50269	1.56277	1.46366	0.000527377	0.000527377	0.000527377
16	15	332.925	0.82219	1.10145	1.08682	1.13499	0.52194	0.59588	0.60424	0.45652	0.51127	0.56783	0.56644	0.37898	1.02135	1.60263	1.21331	1.42188	0.000525175	0.000525175	0.000525175
17	16	354.91	0.79968	1.10017	1.02859	1.13419	0.58877	0.55338	0.56434	0.40601	0.58278	0.54707	0.56273	0.39498	1.01247	1.28011	1.4802	1.43056	0.000522974	0.000522974	0.000522974
18	17	376.814	0.79614	1.04803	1.03701	1.12229	0.67245	0.58279	0.63352	0.46528	0.65021	0.57268	0.60122	0.42338	1.05971	1.25935	1.24389	1.56103	0.000520772	0.000520772	0.000520772
19	18	399.023	0.801	1.07828	1.04567	1.13502	0.47628	0.62702	0.60514	0.41032	0.46364	0.61802	0.58996	0.39592	1.05922	1.24494	1.36608	1.51062	0.00051857	0.00051857	0.00051857
20	19	420.92	0.76409	0.99075	0.94309	1.0846	0.62956	0.44286	0.47833	0.32478	0.66825	0.43426	0.48535	0.29148	1.2917	1.52829	1.93868	1.66718	0.000516368	0.000516368	0.000516368
21	20	442.828	0.77776	1.01901	0.95457	1.1	0.55763	0.51854	0.57817	0.4303	0.55354	0.51362	0.57325	0.3923	1.07217	1.23539	1.31871	1.48173	0.000514167	0.000514167	0.000514167
22	21	464.753	0.80517	1.05377	0.98857	1.13771	0.48371	0.39122	0.40404	0.2843	0.46495	0.36297	0.37001	0.19506	1.3685	2.83549	2.62902	1.74303	0.000511965	0.000511965	0.000511965
23	22	486.611	0.78654	1.0373	1.0063	1.13135	0.49705	0.52092	0.51861	0.38926	0.51958	0.5301	0.51671	0.35503	1.05664	1.29914	1.48324	1.42775	0.000509763	0.000509763	0.000509763
24	23	508.416	0.752	0.98525	0.94078	1.10859	0.65057	0.49598	0.56692	0.42381	0.59804	0.46621	0.51911	0.34901	1.02716	2.00472	1.37199	1.42942	0.000507561	0.000507561	0.000507561
25	24	530.322	0.8041	1.07216	0.98376	1.14645	0.73372	0.58061	0.62895	0.48434	0.73707	0.58855	0.63285	0.4306	1.00732	1.39796	1.22822	1.47548	0.00050536	0.00050536	0.00050536
26	25	552.695	0.73701	1.02986	0.90892	1.0915	0.62288	0.4139	0.41834	0.26914	0.53875	0.40646	0.40805	0.24572	1.21514	1.88322	2.01588	1.64026	0.000503158	0.000503158	0.000503158
27	26	574.568	0.72559	0.96415	0.83705	1.09375	0.57743	0.28614	0.30985	0.21332	0.51896	0.24688	0.27714	0.16482	1.62054	3.46956	2.39388	2.16911	0.000500956	0.000500956	0.000500956
28	27	596.362	0.73493	0.96751	0.86173	1.10686	0.70702	0.70132	0.73311	0.55269	0.69236	0.68818	0.71814	0.52175	0.98147	1.35842	1.09258	1.49334	0.000498754	0.000498754	0.000498754
29	28	618.707	0.73686	1.03334	0.89457	1.09512	0.5718	0.74054	0.69718	0.53395	0.55942	0.73213	0.66901	0.46933	1.0095	1.411	1.02279	1.47858	0.000496552	0.000496552	0.000496552
30	29	640.568	0.73158	0.96983	0.86439	1.08845	0.74545	0.67416	0.71653	0.55598	0.75334	0.68136	0.72926	0.52877	0.95589	1.40584	0.96953	1.41618	0.000494351	0.000494351	0.000494351
31	30	662.953	0.72467	0.96061	0.86625	1.10128	0.52701	0.51274	0.57701	0.42542	0.51617	0.50778	0.57232	0.3838	1.0158	1.29948	1.37972	1.50295	0.000492149	0.000492149	0.000492149
32	31	684.843	0.69472	0.94317	0.8585	1.0579	0.66975	0.47976	0.50715	0.37885	0.74058	0.4002	0.4832	0.33863	1.09362	1.56302	1.6021	1.50955	0.000489947	0.000489947	0.000489947
33	32	706.728	0.71136	0.96946	0.86512	1.06906	0.68194	0.48683	0.54764	0.41	0.54553	0.53522	0.57443	0.39393	1.11477	1.31766	1.68855	1.53321	0.000487745	0.000487745	0.000487745
34	33	728.544	0.65741	0.88429	0.75408	1.05303	0.70235	0.59194	0.66748	0.54296	0.69938	0.59064	0.67139	0.49307	0.99577	1.15607	1.08973	1.52017	0.000485544	0.000485544	0.000485544
35	34	750.349	0.70287	0.95498	0.80144	1.08213	0.76478	0.58688	0.63622	0.4915	0.76807	0.59652	0.63463	0.443	1.01162	1.27409	1.06973	1.48535	0.000483342	0.000483342	0.000483342
36	35	772.079	0.68368	0.90487	0.80098	1.06655	0.77347	0.5179	0.62252	0.49114	0.78897	0.49198	0.62159	0.42889	0.93453	1.23009	1.16721	1.38407	0.00048114	0.00048114	0.00048114
37	36	793.938	0.67973	0.92517	0.78103	1.06099	0.69035	0.66572	0.70386	0.55374	0.70234	0.67449	0.71384	0.53492	0.94642	1.1747	1.13488	1.4107	0.000478938	0.000478938	0.000478938
38	37	816.267	0.68602	0.93515	0.78134	1.07188	0.68498	0.69503	0.72835	0.57761	0.68197	0.68425	0.71603	0.52891	1.02685	1.29607	1.02416	1.57567	0.000476737	0.000476737	0.000476737
39	38	838.522	0.69275	0.94194	0.72882	1.07017	0.50921	0.6913	0.65838	0.52651	0.52168	0.70526	0.67676	0.48312	0.93033	1.29246	0.98116	1.45398	0.000474535	0.000474535	0.000474535
40	39	860.324	0.66061	0.94061	0.74781	1.06645	0.65334	0.74264	0.73115	0.55623	0.65517	0.74576	0.73568	0.53702	0.98381	1.16516	1.04588	1.50278	0.000472333	0.000472333	0.000472333
41	40	882.259	0.66611	0.90191	0.75336	1.0301	0.7507	0.58538	0.64779	0.4803	0.75189	0.58648	0.64982	0.45643	0.95057	1.27814	1.05719	1.3826	0.000470131	0.000470131	0.000470131
42	41	904.047	0.64921	0.87329	0.72965	1.03081	0.81635	0.70695	0.76786	0.56203	0.80909	0.70609	0.76736	0.53319	0.96549	1.14957	0.99466	1.45789	0.00046793	0.00046793	0.00046793
43	42	925.812	0.67004	0.89334	0.73595	1.04328	0.78284	0.59049	0.75429	0.5735	0.80983	0.60079	0.76337	0.57315	1.03969	1.15563	0.95882	1.55722	0.000465728	0.000465728	0.000465728
44	43	948.149	0.64503	0.89951	0.68319	1.05021	0.68619	0.72039	0.74669	0.57064	0.68812	0.73861	0.75751	0.5429	1.05551	1.25489	1.06221	1.59264	0.000463526	0.000463526	0.000463526
45	44	970.063	0.64886	0.88881	0.71282	1.05613	0.66502	0.55253	0.62004	0.46055	0.66049	0.54699	0.59166	0.40684	1.00029	1.34145	1.13567	1.53979	0.000461324	0.000461324	0.000461324
46	45	991.948	0.65969	0.86127	0.71383	1.05415	0.69856	0.57556	0.63019	0.48212	0.70493	0.58137	0.63994	0.44171	0.89326	1.2905	1.2342	1.29769	0.000459123	0.000459123	0.000459123
47	46	1013.83	0.64654	0.89735	0.66146	1.03615	0.63104	0.62539	0.62699	0.49004	0.62593	0.62367	0.6131	0.4221	0.85441	1.41649	1.21149	1.26459	0.000456921	0.000456921	0.000456921
48	47	1035.78	0.63591	0.90521	0.67799	1.04001	0.76529	0.56706	0.71224	0.54597	0.73712	0.53928	0.67127	0.48416	1.00606	1.5461	1.15602	1.40943	0.000454719	0.000454719	0.000454719
49	48	1057.59	0.62956	0.83251	0.62671	1.03046	0.67348	0.65447	0.72867	0.56918	0.60479	0.71073	0.71882	0.5103	0.97031	1.27122	0.9456	1.48057	0.000452517	0.000452517	0.000452517
50	49	1079.38	0.65204	0.90916	0.72588	1.04326	0.76173	0.59778	0.67786	0.51393	0.76918	0.60706	0.68536	0.48273	0.95175	1.12183	0.95549	1.40951	0.000450316	0.000450316	0.000450316
51	50	1103.86	0.6008	0.81616	0.61828	1.00583	0.85332	0.58784	0.71081	0.53356	0.87976	0.5923	0.72694	0.51696	0.87995	1.12325	0.8418	1.31809	0.000448114	0.000448114	0.000448114
52	51	1126.06	0.61101	0.82249	0.62274	1.0184	0.64869	0.64618	0.64131	0.49101	0.65928	0.65505	0.63908	0.48654	0.93912	1.29205	1.02592	1.44137	0.000445912	0.000445912	0.000445912
53	52	1148	0.64187	0.89877	0.66482	1.03324	0.65797	0.62142	0.70431	0.51669	0.64686	0.60982	0.68883	0.47233	1.04149	1.75485	1.13804	1.51572	0.00044371	0.00044371	0.00044371
54	53	1169.96	0.63329	0.86006	0.64316	1.01678	0.69446	0.56086	0.61312	0.45512	0.70014	0.55085	0.61079	0.42701	1.0415	1.40787	1.33031	1.50311	0.000441508	0.000441508	0.000441508
55	54	1191.78	0.6329	0.87469	0.65241	1.0419	0.64334	0.72047	0.71911	0.52845	0.63222	0.71892	0.70328	0.48051	0.9873	1.47085	1.00173	1.47237	0.000439307	0.000439307	0.000439307
56	55	1213.56	0.59032	0.81679	0.60133	1.01087	0.76331	0.73922	0.76823	0.5954	0.7523	0.73949	0.7631	0.58224	0.87189	1.12312	0.86979	1.374	0.000437105	0.000437105	0.000437105
57	56	1236.88	0.59292	0.83638	0.61532	1.02584	0.69225	0.72963	0.78179	0.62843	0.70559	0.74438	0.79504	0.59967	0.90222	1.25156	0.8722	1.38822	0.000434903	0.000434903	0.000434903
58	57	1259.24	0.57905	0.79084	0.58957	0.99218	0.85095	0.64866	0.68071	0.50638	0.84555	0.64302	0.6894	0.50353	0.93613	1.23148	0.90141	1.39719	0.000432701	0.000432701	0.000432701
59	58	1281.04	0.60696	0.85314	0.64383	0.99618	0.7369	0.66788	0.70847	0.54452	0.73261	0.66062	0.69985	0.45137	0.95059	1.4835	0.86568	1.42021	0.0004305	0.0004305	0.0004305
60	59	1302.82	0.58591	0.80828	0.63133	1.00371	0.84451	0.6857	0.76481	0.60507	0.83954	0.68194	0.76645	0.59527	0.90806	1.17846	0.99418	1.36541	0.000428298	0.000428298	0.000428298
61	60	1324.67	0.57374	0.78794	0.59121	0.99467	0.78121	0.6334	0.74449	0.60898	0.76948	0.6476	0.75389	0.5795	0.978	1.27832	1.10756	1.47009	0.000426096	0.000426096	0.000426096
62	61	1346.54	0.58863	0.8109	0.58958	1.00465	0.77084	0.6894	0.74511	0.60853	0.76675	0.68545	0.74545	0.58127	0.87661	1.22296	1.10699	1.33942	0.000423894	0.000423894	0.000423894
63	62	1368.4	0.54987	0.71207	0.55315	0.99214	0.7332	0.67941	0.69492	0.55565	0.73732	0.6707	0.69128	0.52757	0.9059	1.21079	0.96936	1.45208	0.000421693	0.000421693	0.000421693
64	63	1390.17	0.58578	0.85401	0.62764	1.02568	0.81783	0.63992	0.72649	0.59307	0.81458	0.63643	0.7214	0.55379	0.90207	1.19705	0.95312	1.42086	0.000419491	0.000419491	0.000419491
65	64	1412.07	0.58584	0.81881	0.63276	1.00563	0.74692	0.48214	0.5704	0.44347	0.72954	0.46925	0.56584	0.35582	1.09329	1.85868	1.15533	1.62909	0.000417289	0.000417289	0.000417289
66	65	1433.9	0.5816	0.8102	0.60977	1.00278	0.64859	0.70019	0.69484	0.56462	0.65663	0.70837	0.70736	0.52888	0.85119	1.22229	0.92283	1.33679	0.000415087	0.000415087	0.000415087
67	66	1455.79	0.56827	0.80112	0.55925	0.9938	0.8328	0.64003	0.73283	0.58941	0.83402	0.64094	0.7382	0.57451	0.93234	1.21277	0.85649	1.39597	0.000412886	0.000412886	0.000412886
68	67	1477.49	0.57812	0.77066	0.58468	1.00762	0.83569	0.6164	0.6897	0.52515	0.82764	0.61716	0.67798	0.5046	0.95606	1.27529	0.87731	1.40687	0.000410684	0.000410684	0.000410684
69	68	1499.33	0.56392	0.82302	0.52698	0.99419	0.71385	0.7177	0.76597	0.63245	0.72324	0.72689	0.77273	0.60086	0.84848	1.11142	0.78775	1.32849	0.000408482	0.000408482	0.000408482
70	69	1521.67	0.57291	0.783	0.53674	0.98828	0.80922	0.75194	0.72941	0.5951	0.82358	0.77166	0.7387	0.56985	0.93887	1.27497	0.80286	1.48264	0.00040628	0.00040628	0.00040628
71	70	1543.52	0.55682	0.7845	0.5459	0.99312	0.78381	0.59426	0.66992	0.52549	0.78606	0.59528	0.66855	0.49541	1.08696	1.27909	1.03789	1.6324	0.000404079	0.000404079	0.000404079
72	71	1565.34	0.53709	0.6973	0.49735	0.98417	0.7169	0.72399	0.74551	0.60576	0.70919	0.71591	0.73405	0.57639	1.0134	1.2653	0.96156	1.51678	0.000401877	0.000401877	0.000401877
73	72	1587.31	0.54758	0.76628	0.5164	0.96848	0.73114	0.75858	0.75675	0.62721	0.72394	0.74761	0.75332	0.59069	0.84966	1.22972	0.82836	1.35073	0.000399675	0.000399675	0.000399675
74	73	1609.17	0.55104	0.77083	0.53553	0.98668	0.82444	0.67272	0.76838	0.6386	0.82081	0.67079	0.76554	0.60073	0.85823	1.16868	0.90648	1.33779	0.000397473	0.000397473	0.000397473
75	74	1631.59	0.5316	0.71091	0.48944	0.97341	0.80078	0.63697	0.74142	0.6094	0.838	0.60038	0.72414	0.54953	0.91644	1.18761	0.95361	1.40806	0.000395272	0.000395272	0.000395272
76	75	1653.47	0.55302	0.7699	0.52469	0.98116	0.83761	0.6766	0.78363	0.64453	0.81098	0.70138	0.78367	0.59397	0.96055	1.20896	0.82343	1.51767	0.00039307	0.00039307	0.00039307
77	76	1675.89	0.53454	0.75518	0.51202	0.97201	0.69873	0.70431	0.75801	0.60947	0.71452	0.7199	0.76082	0.58065	0.92902	1.23934	0.78829	1.41943	0.000390868	0.000390868	0.000390868
78	77	1697.65	0.52965	0.74294	0.49778	0.96252	0.75263	0.68724	0.7615	0.60281	0.74099	0.67496	0.74827	0.57527	0.83831	1.17714	0.855	1.3379	0.000388666	0.000388666	0.000388666
79	78	1719.4	0.56318	0.75686	0.54087	0.99156	0.69741	0.61093	0.67923	0.51818	0.70293	0.61066	0.66969	0.47723	0.86041	1.24999	0.82882	1.36594	0.000386464	0.000386464	0.000386464
80	79	1743.07	0.52973	0.74882	0.53985	0.95889	0.70046	0.55151	0.58402	0.44382	0.70246	0.55353	0.58699	0.41721	0.88307	1.18265	1.25178	1.39488	0.000384263	0.000384263	0.000384263
81	80	1764.98	0.51491	0.71536	0.48145	0.95375	0.7533	0.66906	0.70336	0.57517	0.74973	0.66782	0.70795	0.53559	0.9544	1.24287	0.88072	1.53789	0.000382061	0.000382061	0.000382061
82	81	1786.84	0.51855	0.69226	0.50493	0.96749	0.74013	0.69791	0.71902	0.57353	0.76177	0.71675	0.73418	0.55067	0.90492	1.38797	0.89011	1.37957	0.000379859	0.000379859	0.000379859
83	82	1808.77	0.52592	0.73132	0.51297	0.9692	0.78905	0.65213	0.69804	0.55277	0.78318	0.65121	0.70408	0.48392	0.88623	1.53136	1.20347	1.33556	0.000377657	0.000377657	0.000377657
84	83	1830.61	0.51796	0.71425	0.47196	0.94239	0.81977	0.63681	0.73429	0.5982	0.8114	0.6372	0.73639	0.56497	0.83569	1.27128	1.16027	1.32076	0.000375456	0.000375456	0.000375456
85	84	1852.6	0.51943	0.74936	0.50309	0.96939	0.75541	0.70922	0.76357	0.62418	0.80407	0.69537	0.77655	0.59803	0.85514	1.20965	0.87179	1.38109	0.000373254	0.000373254	0.000373254
86	85	1874.45	0.50479	0.71333	0.46218	0.94072	0.77587	0.70023	0.76136	0.61421	0.79359	0.71345	0.77499	0.59247	0.86881	1.28745	0.9376	1.43093	0.000371052	0.000371052	0.000371052
87	86	1896.25	0.52178	0.76342	0.53454	0.97261	0.82347	0.7007	0.74197	0.61303	0.85108	0.6982	0.74536	0.57406	0.79589	1.11235	0.75137	1.34803	0.00036885	0.00036885	0.00036885
88	87	1922.95	0.48978	0.69726	0.46726	0.95489	0.82026	0.60234	0.71584	0.5845	0.79666	0.6089	0.7157	0.53807	0.86806	1.28235	0.9775	1.4099	0.000366649	0.000366649	0.000366649
89	88	1944.95	0.52304	0.69688	0.51013	0.98833	0.7787	0.73226	0.78758	0.60725	0.78096	0.7383	0.799	0.61216	0.91008	1.35713	0.77707	1.35034	0.000364447	0.000364447	0.000364447
90	89	1966.78	0.55921	0.74326	0.52084	0.98642	0.82359	0.66971	0.73955	0.57759	0.81856	0.6687	0.74663	0.56808	0.81487	1.31926	0.82998	1.27889	0.000362245	0.000362245	0.000362245
91	90	1988.54	0.49893	0.68371	0.45578	0.95857	0.7875	0.63904	0.72595	0.59836	0.87528	0.68919	0.7681	0.57409	0.794	1.16193	0.76933	1.25206	0.000360043	0.000360043	0.000360043
92	91	2010.3	0.48599	0.68309	0.43527	0.95816	0.86005	0.65278	0.74453	0.6082	0.87481	0.66383	0.76343	0.58226	0.80165	1.21134	0.78444	1.24439	0.000357842	0.000357842	0.000357842
93	92	2032.2	0.48551	0.67776	0.43784	0.956	0.83498	0.66563	0.77561	0.64106	0.84173	0.67179	0.78475	0.60809	0.76665	1.15734	0.70915	1.2176	0.00035564	0.00035564	0.00035564
94	93	2054.61	0.50058	0.69854	0.47454	0.96504	0.75192	0.73704	0.7399	0.58601	0.75785	0.74269	0.75163	0.56654	0.82	1.18935	0.7868	1.30245	0.000353438	0.000353438	0.000353438
95	94	2076.38	0.52097	0.71224	0.49541	0.98405	0.70332	0.80012	0.72947	0.60112	0.70939	0.80627	0.74027	0.56432	0.87624	1.21294	0.84808	1.39562	0.000351236	0.000351236	0.000351236
96	95	2098.06	0.51757	0.70932	0.48295	0.9712	0.71383	0.69203	0.73745	0.59369	0.70704	0.68483	0.73851	0.55668	0.97695	1.16859	0.81674	1.50494	0.000349035	0.000349035	0.000349035
97	96	2120.31	0.48461	0.68551	0.4539	0.94522	0.66309	0.7036	0.71734	0.57042	0.67294	0.71187	0.73059	0.5277	0.94565	1.20616	0.94009	1.43879	0.000346833	0.000346833	0.000346833
98	97	2142.27	0.4925	0.70005	0.46561	0.94406	0.70188	0.69763	0.72734	0.58075	0.71406	0.70884	0.73854	0.56372	0.89882	1.18377	0.83654	1.40346	0.000344631	0.000344631	0.000344631
99	98	2164.1	0.49149	0.71554	0.46634	0.94899	0.82257	0.63263	0.75949	0.59823	0.84533	0.64888	0.78967	0.59107	0.85058	1.1914	0.87122	1.36803	0.000342429	0.000342429	0.000342429
100	99	2185.88	0.47708	0.70103	0.4524	0.95388	0.82163	0.64871	0.74133	0.58887	0.82768	0.65807	0.7531	0.57162	0.92932	1.22952	0.79807	1.48095	0.000340228	0.000340228	0.000340228
101	100	2208.22	0.49478	0.7247	0.46111	0.96217	0.83552	0.76482	0.80145	0.65855	0.83163	0.76715	0.79946	0.62348	0.85262	1.30408	0.80065	1.35743	0.000338026	0.000338026	0.000338026
102	101	2231.14	0.48041	0.67591	0.45746	0.95144	0.83905	0.71385	0.79902	0.65665	0.83501	0.7117	0.79825	0.62607	0.84703	1.48687	0.68533	1.39529	0.000335824	0.000335824	0.000335824
103	102	2253.89	0.47648	0.66807	0.43571	0.9484	0.7227	0.79118	0.80017	0.67772	0.72112	0.79	0.79613	0.61683	0.84854	1.3556	0.76872	1.41054	0.000333622	0.000333622	0.000333622
104	103	2276.24	0.47784	0.69353	0.42772	0.9374	0.66755	0.7903	0.74835	0.60548	0.6712	0.79456	0.75335	0.56844	0.82147	1.31232	0.99606	1.35115	0.00033142	0.00033142	0.00033142
105	104	2298.22	0.48876	0.70353	0.44231	0.96015	0.85989	0.60249	0.7387	0.57527	0.85643	0.59854	0.7401	0.57814	0.91172	1.37112	1.01566	1.42595	0.000329219	0.000329219	0.000329219
106	105	2320.14	0.46186	0.67186	0.43605	0.94986	0.84299	0.59012	0.73588	0.58773	0.81118	0.62461	0.75052	0.56831	0.93491	1.35882	0.84468	1.51434	0.000327017	0.000327017	0.000327017
107	106	2341.87	0.44676	0.66841	0.41754	0.93575	0.74688	0.70033	0.75321	0.59384	0.75091	0.70378	0.75354	0.56611	0.86797	1.24414	0.85629	1.46068	0.000324815	0.000324815	0.000324815
108	107	2363.64	0.49057	0.67307	0.44694	0.97154	0.69792	0.7316	0.7522	0.58921	0.70251	0.73592	0.75337	0.56255	0.94206	1.32427	0.8207	1.47677	0.000322613	0.000322613	0.000322613
109	108	2389.84	0.46948	0.66174	0.44929	0.95183	0.75196	0.76	0.76343	0.60926	0.7564	0.76361	0.77266	0.5945	0.88438	1.16402	0.79052	1.51758	0.000320412	0.000320412	0.000320412
110	109	2411.71	0.46794	0.65231	0.41233	0.94288	0.85868	0.69221	0.793	0.64854	0.84891	0.68214	0.79293	0.60454	0.92776	1.16735	0.72814	1.54983	0.00031821	0.00031821	0.00031821
111	110	2433.54	0.44441	0.63926	0.39893	0.91927	0.82304	0.6811	0.78587	0.62364	0.83202	0.68418	0.79259	0.59488	0.99819	1.23985	1.00648	1.56066	0.000316008	0.000316008	0.000316008
112	111	2455.26	0.44976	0.66063	0.41036	0.92958	0.83211	0.79424	0.83594	0.6956	0.84836	0.80821	0.85871	0.65243	0.86889	1.23028	0.6568	1.47212	0.000313806	0.000313806	0.000313806
113	112	2477.51	0.45625	0.64259	0.43661	0.93701	0.83986	0.69419	0.80805	0.67524	0.84657	0.69838	0.8116	0.62357	0.82398	1.27212	0.97471	1.41783	0.000311605	0.000311605	0.000311605
114	113	2499.32	0.468	0.66688	0.45602	0.94082	0.66437	0.83701	0.81769	0.66536	0.66564	0.83849	0.81874	0.632	0.91404	1.28213	0.91511	1.51684	0.000309403	0.000309403	0.000309403
115	114	2521.15	0.46707	0.6624	0.44048	0.93453	0.83514	0.64716	0.73695	0.59616	0.6288	0.76049	0.72594	0.56757	0.87431	1.29349	0.78227	1.39525	0.000307201	0.000307201	0.000307201
116	115	2542.96	0.46002	0.65038	0.41268	0.93237	0.79534	0.7532	0.77781	0.63322	0.78938	0.75393	0.76916	0.59957	0.94659	1.32814	0.69081	1.50924	0.000304999	0.000304999	0.000304999
117	116	2564.84	0.47529	0.68138	0.4205	0.94684	0.79712	0.76863	0.82313	0.67251	0.8102	0.78616	0.8245	0.63933	0.8949	1.25537	0.84579	1.50179	0.000302798	0.000302798	0.000302798
118	117	2586.57	0.43642	0.64948	0.40735	0.92793	0.78602	0.70688	0.77002	0.63009	0.79495	0.71514	0.7649	0.60643	0.96895	1.25362	0.84786	1.55106	0.000300596	0.000300596	0.000300596
119	118	2608.33	0.46608	0.68132	0.44594	0.93823	0.74959	0.66745	0.73052	0.5864	0.76207	0.67973	0.74039	0.58145	0.89751	1.26829	0.84657	1.41314	0.000298394	0.000298394	0.000298394
120	119	2630.05	0.45213	0.65375	0.48683	0.94367	0.72967	0.67888	0.74949	0.61228	0.7663	0.71073	0.77034	0.58832	0.83135	1.26166	0.77727	1.39837	0.000296192	0.000296192	0.000296192
121	120	2651.92	0.45449	0.62733	0.40995	0.93792	0.82992	0.68119	0.7831	0.6439	0.81748	0.66866	0.78396	0.60876	0.9324	1.25252	0.8433	1.56214	0.000293991	0.000293991	0.000293991
122	121	2673.71	0.42854	0.61606	0.41191	0.91257	0.80465	0.77147	0.81203	0.67195	0.79163	0.79042	0.81591	0.61261	0.80588	1.3211	0.78179	1.38987	0.000291789	0.000291789	0.000291789
123	122	2695.49	0.43533	0.64265	0.42375	0.93483	0.88677	0.614	0.71871	0.54715	0.88677	0.614	0.72249	0.51513	0.89082	1.30235	0.79866	1.43513	0.000289587	0.000289587	0.000289587
124	123	2717.28	0.4094	0.59221	0.35416	0.91656	0.85103	0.76465	0.82803	0.6746	0.84652	0.77324	0.83334	0.61276	0.87985	1.37246	0.7296	1.4331	0.000287385	0.000287385	0.000287385
125	124	2739.91	0.41572	0.60182	0.36956	0.90637	0.7321	0.7089	0.76387	0.62078	0.74854	0.72205	0.78064	0.5896	0.8166	1.43997	0.8208	1.34157	0.000285184	0.000285184	0.000285184
126	125	2761.75	0.43741	0.62339	0.37853	0.91357	0.83807	0.75315	0.78053	0.66844	0.83902	0.75562	0.79477	0.60686	0.80376	1.3805	0.7514	1.3151	0.000282982	0.000282982	0.000282982
127	126	2783.59	0.4414	0.67691	0.43321	0.92729	0.80003	0.63248	0.67807	0.56223	0.79201	0.63336	0.67501	0.50751	0.85813	1.29714	0.84049	1.3736	0.00028078	0.00028078	0.00028078
128	127	2805.43	0.44573	0.64776	0.39836	0.92086	0.80838	0.717	0.75575	0.64426	0.81701	0.72517	0.75969	0.59126	0.77515	1.30585	0.91532	1.28934	0.000278578	0.000278578	0.000278578
129	128	2827.3	0.43086	0.63969	0.38703	0.92346	0.79261	0.73456	0.79255	0.66107	0.7947	0.73769	0.80295	0.62778	0.78418	1.22113	0.81472	1.34002	0.000276376	0.000276376	0.000276376
130	129	2849.07	0.44419	0.65293	0.42515	0.92052	0.8198	0.72627	0.80686	0.65377	0.83057	0.70028	0.80242	0.6177	0.85368	1.34938	0.93467	1.37678	0.000274175	0.000274175	0.000274175
131	130	2870.87	0.46462	0.63541	0.42229	0.94744	0.77366	0.71694	0.79813	0.64593	0.77776	0.72738	0.80713	0.62108	0.84708	1.25982	0.93544	1.46348	0.000271973	0.000271973	0.000271973
132	131	2892.65	0.44239	0.65461	0.39444	0.93633	0.79016	0.77174	0.82514	0.67088	0.80699	0.7882	0.84493	0.64545	0.82059	1.15064	0.81503	1.3743	0.000269771	0.000269771	0.000269771
133	132	2914.51	0.414	0.615	0.37515	0.90019	0.70446	0.76305	0.81065	0.67922	0.72147	0.78057	0.82299	0.65231	0.76699	1.20383	0.9052	1.29045	0.000267569	0.000267569	0.000267569
134	133	2936.31	0.4063	0.57976	0.34454	0.91472	0.76369	0.79613	0.83286	0.68662	0.77197	0.8044	0.83906	0.65387	0.77989	1.18141	0.6833	1.3048	0.000265368	0.000265368	0.000265368
135	134	2958.03	0.41869	0.60354	0.37887	0.92218	0.82607	0.69682	0.81483	0.66732	0.83414	0.70297	0.8246	0.6377	0.80809	1.19876	1.01526	1.33723	0.000263166	0.000263166	0.000263166
136	135	2979.77	0.42632	0.5875	0.36808	0.92423	0.85281	0.63727	0.77402	0.63175	0.67124	0.76976	0.78547	0.60227	0.73603	1.15052	0.86772	1.25724	0.000260964	0.000260964	0.000260964
137	136	3006.07	0.4134	0.6048	0.37759	0.91137	0.77215	0.67162	0.72998	0.59149	0.77012	0.68268	0.75614	0.57787	0.73647	1.13913	0.76159	1.26028	0.000258762	0.000258762	0.000258762
138	137	3027.92	0.40291	0.60115	0.35405	0.91328	0.65047	0.69874	0.71849	0.58285	0.65606	0.7049	0.73326	0.56215	0.77107	1.11608	0.83038	1.34736	0.000256561	0.000256561	0.000256561
139	138	3049.73	0.40187	0.572	0.35223	0.90344	0.69598	0.78176	0.80369	0.65368	0.70182	0.80219	0.82452	0.62627	0.79126	1.14636	0.82575	1.32658	0.000254359	0.000254359	0.000254359
140	139	3071.53	0.40541	0.57525	0.34915	0.89633	0.83358	0.74942	0.80342	0.66686	0.84785	0.76944	0.8306	0.62695	0.80306	1.19449	0.91446	1.35984	0.000252157	0.000252157	0.000252157
141	140	3093.41	0.404	0.61164	0.3694	0.9115	0.81576	0.67264	0.80855	0.64598	0.82294	0.67863	0.81845	0.61582	0.80787	1.23363	0.85899	1.4035	0.000249955	0.000249955	0.000249955
142	141	3115.17	0.40117	0.60166	0.36202	0.90274	0.6781	0.75705	0.77278	0.62664	0.69878	0.78412	0.79722	0.5983	0.84783	1.22204	0.83518	1.46533	0.000247754	0.000247754	0.000247754
143	142	3136.92	0.42409	0.61267	0.40725	0.9165	0.73143	0.67899	0.68737	0.53936	0.7078	0.65145	0.67211	0.50958	0.97324	1.31656	0.96914	1.58903	0.000245552	0.000245552	0.000245552
144	143	3159.9	0.41514	0.61771	0.42434	0.92002	0.75657	0.77331	0.77736	0.62405	0.76992	0.7952	0.80909	0.59548	0.91113	1.17205	0.94632	1.43582	0.00024335	0.00024335	0.00024335
145	144	3181.81	0.41329	0.6045	0.39482	0.9164	0.81293	0.73572	0.80381	0.66693	0.82715	0.75611	0.83498	0.64074	0.90249	1.17575	0.83371	1.46115	0.000241148	0.000241148	0.000241148
146	145	3203.56	0.38591	0.57389	0.3555	0.89741	0.75499	0.71205	0.78522	0.60871	0.73323	0.80801	0.81861	0.60581	0.95982	1.22149	0.8314	1.50467	0.000238947	0.000238947	0.000238947
147	146	3230.16	0.42473	0.61161	0.37842	0.91125	0.85948	0.71037	0.7946	0.64709	0.86743	0.71631	0.82115	0.61391	0.84216	1.28413	0.89725	1.37688	0.000236745	0.000236745	0.000236745
148	147	3252.07	0.41112	0.61363	0.37605	0.91774	0.80745	0.54789	0.64077	0.508	0.80044	0.54247	0.64068	0.47639	0.88895	1.26809	1.15673	1.42558	0.000234543	0.000234543	0.000234543
149	148	3276.99	0.39036	0.58115	0.35335	0.90324	0.76594	0.72159	0.77181	0.63065	0.78543	0.74531	0.78648	0.60138	0.85567	1.26168	0.86509	1.38862	0.000232341	0.000232341	0.000232341
150	149	3298.79	0.39303	0.58017	0.35181	0.90708	0.87775	0.699	0.77717	0.65096	0.87975	0.70102	0.78361	0.61774	0.84062	1.18288	0.77542	1.3874	0.00023014	0.00023014	0.00023014
151	150	3320.54	0.37509	0.56582	0.33731	0.89265	0.87409	0.7203	0.79887	0.66132	0.88088	0.73144	0.80348	0.63821	0.84208	1.2751	0.84709	1.40562	0.000227938	0.000227938	0.000227938
152	151	3342.27	0.40288	0.59056	0.36707	0.90984	0.84848	0.69772	0.76803	0.64058	0.85062	0.69974	0.78203	0.61731	0.88283	1.21133	1.06696	1.51276	0.000225736	0.000225736	0.000225736
153	152	3364.1	0.3803	0.6008	0.37433	0.90766	0.82864	0.70193	0.73989	0.60383	0.82156	0.6989	0.74626	0.56896	0.84946	1.32046	1.11896	1.4519	0.000223534	0.000223534	0.000223534
154	153	3385.9	0.37902	0.57326	0.34987	0.91475	0.8495	0.66468	0.78435	0.6461	0.85417	0.66872	0.7971	0.62699	0.86101	1.2067	0.97706	1.46445	0.000221332	0.000221332	0.000221332
155	154	3407.74	0.36844	0.58735	0.33785	0.90457	0.8281	0.70448	0.74705	0.6126	0.83044	0.70998	0.75065	0.58783	0.83979	1.27744	0.90425	1.4322	0.000219131	0.000219131	0.000219131
156	155	3429.53	0.38282	0.56562	0.35011	0.90111	0.75305	0.7036	0.75813	0.60643	0.75972	0.70975	0.76951	0.6065	0.88161	1.29876	0.94496	1.46702	0.000216929	0.000216929	0.000216929
157	156	3451.45	0.39313	0.56587	0.34941	0.921	0.69663	0.73104	0.75567	0.61536	0.68761	0.72296	0.74915	0.57542	0.7695	1.32013	0.8337	1.2879	0.000214727	0.000214727	0.000214727
158	157	3473.21	0.40056	0.58029	0.36367	0.90762	0.79037	0.64372	0.72266	0.59894	0.77161	0.63059	0.70758	0.54372	0.79263	1.33723	0.92498	1.33852	0.000212525	0.000212525	0.000212525
159	158	3494.99	0.37814	0.5699	0.3626	0.90294	0.72671	0.70643	0.75271	0.60526	0.72557	0.70753	0.74977	0.58492	0.81027	1.3625	0.83253	1.39275	0.000210324	0.000210324	0.000210324
160	159	3516.73	0.36203	0.55878	0.33431	0.89488	0.77212	0.78804	0.7952	0.67984	0.78094	0.80062	0.81023	0.62957	0.81808	1.32969	0.69734	1.36668	0.000208122	0.000208122	0.000208122
161	160	3538.55	0.36877	0.55341	0.33667	0.90126	0.74224	0.77049	0.79835	0.65696	0.75509	0.78336	0.8193	0.6375	0.89864	1.2835	0.81156	1.50241	0.00020592	0.00020592	0.00020592
162	161	3565.1	0.37646	0.5899	0.34235	0.90701	0.76954	0.75117	0.79991	0.66547	0.78028	0.75969	0.81723	0.65315	0.90641	1.3028	0.72563	1.55234	0.000203718	0.000203718	0.000203718
163	162	3586.92	0.37217	0.52875	0.32246	0.90112	0.84402	0.71764	0.77982	0.65004	0.85344	0.72987	0.79376	0.64483	0.84457	1.26246	0.74226	1.51601	0.000201517	0.000201517	0.000201517
164	163	3608.67	0.35991	0.5261	0.33245	0.89915	0.86133	0.71713	0.79114	0.65217	0.86209	0.7268	0.79875	0.63934	0.89195	1.26334	0.84799	1.53648	0.000199315	0.000199315	0.000199315
165	164	3630.59	0.35726	0.53497	0.3074	0.8968	0.67738	0.78457	0.77977	0.6449	0.68387	0.79332	0.78712	0.62932	0.78895	1.25437	0.72647	1.38688	0.000197113	0.000197113	0.000197113
166	165	3652.41	0.37694	0.54251	0.33241	0.90088	0.81757	0.72911	0.78914	0.65113	0.82152	0.733	0.80337	0.6257	0.76141	1.31286	0.68746	1.34005	0.000194911	0.000194911	0.000194911
167	166	3674.2	0.38034	0.57414	0.34881	0.90991	0.82049	0.7735	0.81642	0.66809	0.81053	0.76253	0.81651	0.6186	0.81554	1.39302	0.65336	1.37246	0.00019271	0.00019271	0.00019271
168	167	3696.02	0.37234	0.55666	0.3421	0.89207	0.77028	0.81604	0.80806	0.65845	0.7618	0.80537	0.8025	0.61161	0.78907	1.2882	0.74372	1.40489	0.000190508	0.000190508	0.000190508
169	168	3717.9	0.37169	0.5696	0.32061	0.89627	0.79497	0.69414	0.75796	0.62516	0.81	0.6719	0.76107	0.58653	0.81491	1.30159	0.84774	1.40629	0.000188306	0.000188306	0.000188306
170	169	3739.69	0.35913	0.55121	0.31158	0.90038	0.80737	0.73317	0.78984	0.66415	0.80698	0.71788	0.7901	0.62277	0.7895	1.2922	0.77107	1.35736	0.000186104	0.000186104	0.000186104
171	170	3761.43	0.35733	0.53354	0.32375	0.89671	0.85298	0.72944	0.80392	0.67484	0.85026	0.72852	0.80503	0.64513	0.80976	1.20437	0.81541	1.41078	0.000183903	0.000183903	0.000183903
172	171	3783.26	0.35399	0.53281	0.32092	0.88976	0.71584	0.67172	0.74813	0.57494	0.7086	0.66685	0.73843	0.54074	0.95261	1.28464	1.15451	1.51218	0.000181701	0.000181701	0.000181701
173	172	3805.18	0.36421	0.54692	0.33331	0.89987	0.819	0.69984	0.78853	0.64552	0.82838	0.71061	0.79867	0.59479	0.88057	1.37292	0.8936	1.46046	0.000179499	0.000179499	0.000179499
174	173	3826.96	0.35348	0.53139	0.30368	0.89927	0.85932	0.76009	0.81617	0.6635	0.87207	0.76999	0.82917	0.63485	0.87547	1.3557	0.77108	1.49426	0.000177297	0.000177297	0.000177297
175	174	3848.76	0.35828	0.55229	0.3386	0.8943	0.8707	0.60724	0.73626	0.58256	0.83163	0.6027	0.7229	0.5612	0.90457	1.34591	0.75058	1.54852	0.000175096	0.000175096	0.000175096
176	175	3870.53	0.36508	0.56353	0.31673	0.90889	0.83027	0.69764	0.78471	0.6375	0.8434	0.69254	0.7864	0.61679	0.89514	1.366	0.70838	1.52315	0.000172894	0.000172894	0.000172894
177	176	3895.39	0.34545	0.54057	0.31358	0.89148	0.79597	0.79908	0.81936	0.68381	0.7913	0.79605	0.81386	0.64266	0.79752	1.27695	0.69368	1.34471	0.000170692	0.000170692	0.000170692
178	177	3917.23	0.34982	0.52344	0.30184	0.88584	0.84952	0.77373	0.83697	0.68945	0.85159	0.7756	0.84471	0.66264	0.81526	1.26485	0.75745	1.37652	0.00016849	0.00016849	0.00016849
179	178	3939.61	0.36119	0.5586	0.31607	0.89788	0.8182	0.74686	0.80085	0.67939	0.82546	0.75282	0.81746	0.64796	0.80585	1.27482	0.72238	1.42289	0.000166288	0.000166288	0.000166288
180	179	3961.35	0.352	0.54332	0.30462	0.90036	0.84951	0.7854	0.83621	0.69328	0.86316	0.79639	0.85141	0.67474	0.823	1.23079	0.70606	1.44446	0.000164087	0.000164087	0.000164087
181	180	3985.97	0.34495	0.51155	0.29898	0.89608	0.7897	0.81434	0.83359	0.68973	0.79826	0.82251	0.85292	0.66652	0.88651	1.1839	0.77901	1.53884	0.000161885	0.000161885	0.000161885
182	181	4007.82	0.34642	0.53104	0.29577	0.89581	0.80918	0.73885	0.76199	0.62362	0.82332	0.7513	0.77808	0.60341	0.89928	1.26282	0.7353	1.55151	0.000159683	0.000159683	0.000159683
183	182	4029.65	0.34665	0.5205	0.28774	0.89244	0.84826	0.74449	0.78546	0.64729	0.86423	0.75882	0.80718	0.60861	0.86524	1.34857	0.68179	1.5429	0.000157481	0.000157481	0.000157481
184	183	4051.36	0.34101	0.51053	0.29083	0.88595	0.81089	0.74521	0.78256	0.64376	0.82222	0.75549	0.79883	0.61665	0.90571	1.31075	0.68452	1.60251	0.00015528	0.00015528	0.00015528
185	184	4073.24	0.33502	0.51857	0.28524	0.87432	0.85425	0.74783	0.80652	0.67147	0.86619	0.75811	0.82416	0.6288	0.85195	1.31317	0.63914	1.53296	0.000153078	0.000153078	0.000153078
186	185	4095.04	0.33843	0.49991	0.27743	0.88297	0.8337	0.75068	0.8164	0.67808	0.84077	0.75683	0.82527	0.63586	0.82395	1.31111	0.69749	1.46412	0.000150876	0.000150876	0.000150876
187	186	4116.78	0.33184	0.51641	0.29762	0.8917	0.82948	0.73997	0.81702	0.66463	0.8371	0.74612	0.82432	0.63562	0.85475	1.34091	0.86223	1.46507	0.000148674	0.000148674	0.000148674
188	187	4138.59	0.32946	0.48058	0.27478	0.8788	0.84714	0.75265	0.81613	0.66825	0.85802	0.75972	0.82894	0.63364	0.84313	1.34181	0.83839	1.45755	0.000146473	0.000146473	0.000146473
189	188	4160.47	0.33698	0.48828	0.29682	0.89183	0.89302	0.66634	0.76419	0.5993	0.90269	0.67441	0.77129	0.55966	0.86708	1.46868	0.83376	1.48761	0.000144271	0.000144271	0.000144271
190	189	4182.27	0.33936	0.52881	0.29409	0.89156	0.74638	0.76707	0.80184	0.65108	0.75205	0.77322	0.80976	0.60845	0.85413	1.41127	0.74132	1.508	0.000142069	0.000142069	0.000142069
191	190	4204.11	0.32132	0.49549	0.28709	0.87289	0.80071	0.74353	0.80244	0.64844	0.8101	0.7506	0.80958	0.61977	0.8872	1.39588	0.82387	1.53327	0.000139867	0.000139867	0.000139867
192	191	4225.95	0.35147	0.54116	0.2964	0.88877	0.80953	0.77954	0.83048	0.67715	0.81896	0.78661	0.83348	0.64122	0.89225	1.36303	0.75893	1.49061	0.000137666	0.000137666	0.000137666
193	192	4247.85	0.33248	0.51396	0.27895	0.87796	0.78578	0.8012	0.82462	0.68437	0.87141	0.74996	0.82795	0.65389	0.89713	1.35832	0.73386	1.48611	0.000135464	0.000135464	0.000135464
194	193	4269.67	0.32478	0.50141	0.28159	0.89111	0.81838	0.80235	0.81184	0.67081	0.8317	0.81356	0.81681	0.63721	0.90164	1.29796	0.64464	1.52076	0.000133262	0.000133262	0.000133262
195	194	4291.47	0.32176	0.4969	0.27919	0.88108	0.79396	0.81874	0.80334	0.66714	0.7967	0.82398	0.80478	0.62554	0.83565	1.3051	0.74497	1.43181	0.00013106	0.00013106	0.00013106
196	195	4313.29	0.33544	0.52541	0.2915	0.89049	0.73656	0.7739	0.81676	0.67273	0.73882	0.77913	0.81371	0.62965	0.85675	1.3073	0.81779	1.47584	0.000128859	0.000128859	0.000128859
197	196	4335.23	0.33	0.51345	0.29588	0.87449	0.77915	0.75401	0.80774	0.66242	0.78364	0.76126	0.81036	0.62935	0.87669	1.29578	0.81999	1.51106	0.000126657	0.000126657	0.000126657
198	197	4357.06	0.33049	0.53724	0.30699	0.88923	0.83659	0.75684	0.81144	0.66378	0.83566	0.7704	0.81925	0.64102	0.87499	1.3364	0.76742	1.511	0.000124455	0.000124455	0.000124455
199	198	4378.82	0.31888	0.50455	0.28807	0.88381	0.8017	0.76702	0.79949	0.6598	0.82141	0.78404	0.81873	0.6259	0.8809	1.38018	0.77168	1.47858	0.000122253	0.000122253	0.000122253
200	199	4400.58	0.33026	0.52219	0.28687	0.8848	0.82179	0.78693	0.81799	0.66476	0.841	0.80184	0.83312	0.63657	0.88069	1.36421	0.75621	1.52346	0.000120052	0.000120052	0.000120052
201	200	4422.5	0.32249	0.51143	0.28592	0.87822	0.8596	0.74843	0.8278	0.67631	0.87817	0.77734	0.84281	0.64761	0.8775	1.36236	0.73915	1.531	0.00011785	0.00011785	0.00011785
202	201	4444.29	0.3153	0.49796	0.29966	0.8742	0.79573	0.78175	0.83056	0.68682	0.81255	0.80432	0.84531	0.64875	0.83909	1.34872	0.73947	1.489	0.000115648	0.000115648	0.000115648
203	202	4466.58	0.31344	0.4823	0.265	0.87764	0.84407	0.70514	0.80744	0.67863	0.84772	0.70204	0.81332	0.63465	0.8457	1.40887	0.7404	1.48368	0.000113446	0.000113446	0.000113446
204	203	4488.38	0.30971	0.48468	0.26295	0.87359	0.81186	0.75727	0.82124	0.69211	0.81265	0.75539	0.82848	0.64014	0.81027	1.40549	0.78731	1.39103	0.000111244	0.000111244	0.000111244
205	204	4510.29	0.31572	0.48146	0.26922	0.87622	0.87581	0.71566	0.81116	0.67843	0.88386	0.72203	0.82277	0.65162	0.84484	1.35961	0.82536	1.44479	0.000109043	0.000109043	0.000109043
206	205	4532.15	0.30915	0.47146	0.28274	0.87628	0.85806	0.73398	0.79004	0.64671	0.86305	0.73812	0.79945	0.62091	0.87403	1.35206	0.9011	1.50059	0.000106841	0.000106841	0.000106841
207	206	4553.9	0.30221	0.51559	0.26245	0.86926	0.85551	0.72497	0.80015	0.66234	0.86013	0.72912	0.81324	0.63438	0.86504	1.3732	0.91634	1.48711	0.000104639	0.000104639	0.000104639
208	207	4575.72	0.30609	0.4813	0.25002	0.87479	0.79996	0.77469	0.8132	0.6653	0.8199	0.78126	0.82247	0.65503	0.88214	1.38993	0.9193	1.53678	0.000102437	0.000102437	0.000102437
209	208	4597.63	0.30247	0.47739	0.2517	0.86692	0.85412	0.73117	0.79859	0.66476	0.85443	0.73963	0.81099	0.63489	0.84315	1.39068	0.83975	1.46103	0.000100236	0.000100236	0.000100236
210	209	4619.41	0.29494	0.47851	0.25641	0.86904	0.81369	0.75573	0.81353	0.67696	0.82691	0.76684	0.82436	0.65448	0.83969	1.34227	0.80195	1.45162	9.80339e-05	9.80339e-05	9.80339e-05
211	210	4641.15	0.31439	0.47949	0.26074	0.87648	0.81389	0.79411	0.83327	0.69108	0.82713	0.80805	0.84689	0.65715	0.85042	1.38448	0.76489	1.46382	9.58322e-05	9.58322e-05	9.58322e-05
212	211	4662.81	0.30643	0.48987	0.2602	0.87832	0.85971	0.77761	0.83557	0.69649	0.85923	0.78634	0.84711	0.66881	0.87688	1.34551	0.78267	1.5154	9.36304e-05	9.36304e-05	9.36304e-05
213	212	4685.78	0.29239	0.47656	0.26149	0.86202	0.80369	0.76112	0.82672	0.68826	0.81203	0.76929	0.83822	0.64888	0.91416	1.36746	0.72373	1.61594	9.14286e-05	9.14286e-05	9.14286e-05
214	213	4707.63	0.29849	0.47493	0.24837	0.87058	0.89799	0.70149	0.81263	0.67877	0.90741	0.70966	0.82453	0.6341	0.88145	1.35206	0.68788	1.58047	8.92269e-05	8.92269e-05	8.92269e-05
215	214	4729.39	0.29864	0.48352	0.2484	0.8746	0.8335	0.74409	0.82727	0.69095	0.84275	0.75226	0.83913	0.66229	0.84919	1.32856	0.7847	1.49131	8.70251e-05	8.70251e-05	8.70251e-05
216	215	4751.18	0.28174	0.47028	0.2434	0.85487	0.88157	0.7282	0.81404	0.68065	0.89157	0.73637	0.82548	0.64841	0.87004	1.34756	0.84318	1.51842	8.48234e-05	8.48234e-05	8.48234e-05
217	216	4772.97	0.29638	0.47227	0.25512	0.88015	0.83849	0.74618	0.81295	0.6769	0.85353	0.76159	0.83024	0.63764	0.85744	1.41199	0.88819	1.50383	8.26216e-05	8.26216e-05	8.26216e-05
218	217	4794.82	0.30041	0.47745	0.26781	0.87914	0.88227	0.74969	0.82613	0.6965	0.89978	0.76275	0.84377	0.64603	0.89665	1.36214	0.89789	1.53954	8.04198e-05	8.04198e-05	8.04198e-05
219	218	4816.57	0.28797	0.46555	0.2467	0.87724	0.83895	0.78142	0.8118	0.67887	0.86072	0.79877	0.83554	0.63658	0.89809	1.32968	0.87422	1.58893	7.82181e-05	7.82181e-05	7.82181e-05
220	219	4838.32	0.2625	0.43274	0.2335	0.84577	0.85889	0.76952	0.81702	0.68085	0.85931	0.77001	0.82984	0.65972	0.87997	1.34742	0.89454	1.57219	7.60163e-05	7.60163e-05	7.60163e-05
221	220	4860.17	0.2945	0.47218	0.25801	0.85866	0.83911	0.76926	0.82873	0.69309	0.84091	0.76938	0.82633	0.65918	0.8588	1.36168	0.93469	1.52971	7.38146e-05	7.38146e-05	7.38146e-05
222	221	4882.02	0.28316	0.45528	0.234	0.86778	0.79314	0.78841	0.82586	0.69711	0.79594	0.78792	0.83165	0.66434	0.86499	1.35663	0.88941	1.53599	7.16128e-05	7.16128e-05	7.16128e-05
223	222	4903.83	0.28339	0.45854	0.23988	0.86977	0.80368	0.79469	0.82387	0.70242	0.82737	0.79237	0.83892	0.66856	0.87642	1.37194	0.86435	1.54887	6.9411e-05	6.9411e-05	6.9411e-05
224	223	4926.25	0.29375	0.47704	0.24296	0.86938	0.84849	0.78498	0.82843	0.70594	0.86185	0.79708	0.84607	0.67146	0.8601	1.34559	0.86219	1.53323	6.72093e-05	6.72093e-05	6.72093e-05
225	224	4949.66	0.29053	0.46883	0.25161	0.87471	0.85818	0.78664	0.82421	0.70225	0.87353	0.80216	0.84202	0.67493	0.79915	1.31148	0.88798	1.4472	6.50075e-05	6.50075e-05	6.50075e-05
226	225	4971.41	0.28893	0.46402	0.24947	0.87012	0.8479	0.78754	0.82639	0.70002	0.86177	0.79963	0.84618	0.66296	0.82234	1.28734	0.97696	1.44681	6.28058e-05	6.28058e-05	6.28058e-05
227	226	4993.23	0.29296	0.4637	0.2507	0.87792	0.79971	0.75061	0.8072	0.69031	0.76653	0.81722	0.82729	0.65843	0.82173	1.28407	0.98925	1.43422	6.0604e-05	6.0604e-05	6.0604e-05
228	227	5015.1	0.28307	0.44375	0.23621	0.87556	0.83096	0.79828	0.81671	0.69794	0.85059	0.81352	0.83817	0.65643	0.81528	1.30735	0.99482	1.4111	5.84022e-05	5.84022e-05	5.84022e-05
229	228	5037.03	0.28305	0.45935	0.22565	0.87154	0.82485	0.79535	0.82536	0.70095	0.83382	0.805	0.83572	0.64765	0.80173	1.32585	0.90347	1.38965	5.62005e-05	5.62005e-05	5.62005e-05
230	229	5058.82	0.27325	0.43908	0.22593	0.85544	0.82258	0.7188	0.81093	0.68264	0.8386	0.72903	0.82484	0.64533	0.81697	1.32131	0.95602	1.3811	5.39987e-05	5.39987e-05	5.39987e-05
231	230	5080.67	0.28192	0.46962	0.25427	0.87198	0.8242	0.72623	0.80887	0.69366	0.81455	0.7554	0.82532	0.64796	0.79819	1.32652	0.87494	1.36599	5.1797e-05	5.1797e-05	5.1797e-05
232	231	5102.4	0.27024	0.44592	0.23336	0.8604	0.80376	0.74273	0.81823	0.69607	0.7998	0.76193	0.82894	0.65331	0.81223	1.35494	0.85213	1.39035	4.95952e-05	4.95952e-05	4.95952e-05
233	232	5125.29	0.26716	0.43785	0.24083	0.86636	0.76883	0.74892	0.81593	0.69488	0.78068	0.76025	0.82645	0.65049	0.81276	1.34362	0.7861	1.39782	4.73934e-05	4.73934e-05	4.73934e-05
234	233	5147.11	0.28721	0.47716	0.25541	0.86528	0.81355	0.75639	0.82073	0.69388	0.82258	0.76822	0.82806	0.64685	0.80703	1.32227	0.74353	1.40319	4.51917e-05	4.51917e-05	4.51917e-05
235	234	5170.68	0.27576	0.49892	0.24076	0.86685	0.78673	0.81352	0.8245	0.69946	0.79248	0.8219	0.83163	0.6578	0.81181	1.33229	0.75289	1.41631	4.29899e-05	4.29899e-05	4.29899e-05
236	235	5192.38	0.28429	0.46889	0.23678	0.85822	0.83705	0.79158	0.83339	0.70629	0.84262	0.79985	0.84339	0.66085	0.78866	1.34416	0.76919	1.38556	4.07882e-05	4.07882e-05	4.07882e-05
237	236	5214.16	0.28648	0.46951	0.23817	0.87268	0.84489	0.79183	0.82638	0.69006	0.85197	0.79781	0.83614	0.65792	0.8356	1.3718	0.76494	1.46742	3.85864e-05	3.85864e-05	3.85864e-05
238	237	5235.89	0.26278	0.43733	0.2203	0.85482	0.8402	0.79119	0.82465	0.69746	0.84713	0.79714	0.83913	0.65865	0.85194	1.38326	0.81199	1.5116	3.63846e-05	3.63846e-05	3.63846e-05
239	238	5257.61	0.26492	0.44908	0.22818	0.85647	0.8518	0.78543	0.82603	0.70339	0.85867	0.79158	0.84086	0.66205	0.86846	1.41588	0.81474	1.54635	3.41829e-05	3.41829e-05	3.41829e-05
240	239	5279.29	0.2716	0.45968	0.21724	0.86446	0.86328	0.78512	0.83756	0.71064	0.86251	0.7986	0.85233	0.66848	0.85491	1.36681	0.78069	1.55128	3.19811e-05	3.19811e-05	3.19811e-05
241	240	5301.68	0.2615	0.45121	0.21716	0.86165	0.88576	0.78785	0.83661	0.71541	0.87923	0.80824	0.85148	0.66277	0.85635	1.3714	0.79814	1.54069	2.97794e-05	2.97794e-05	2.97794e-05
242	241	5324.88	0.21442	0.39817	0.19176	0.83802	0.89417	0.79594	0.83623	0.71624	0.90989	0.80714	0.85154	0.66321	0.84239	1.37392	0.77253	1.53056	2.75776e-05	2.75776e-05	2.75776e-05
243	242	5347.2	0.2163	0.39436	0.18043	0.8453	0.89497	0.78352	0.83521	0.71306	0.91092	0.79472	0.85117	0.66186	0.78518	1.37892	0.7633	1.43205	2.53758e-05	2.53758e-05	2.53758e-05
244	243	5368.88	0.19732	0.35785	0.1721	0.83028	0.89064	0.77247	0.83346	0.71344	0.90699	0.78348	0.85012	0.66413	0.75976	1.37494	0.76849	1.39058	2.31741e-05	2.31741e-05	2.31741e-05
245	244	5390.62	0.2155	0.37728	0.17138	0.84098	0.88816	0.76896	0.83569	0.7153	0.90409	0.78017	0.85202	0.66522	0.75509	1.36443	0.80107	1.37315	2.09723e-05	2.09723e-05	2.09723e-05
246	245	5412.76	0.20517	0.38071	0.17403	0.81758	0.88042	0.77126	0.83653	0.71446	0.89623	0.78221	0.85329	0.66194	0.73699	1.37811	0.81363	1.35358	1.87706e-05	1.87706e-05	1.87706e-05
247	246	5434.38	0.21538	0.40242	0.18233	0.85152	0.86104	0.79176	0.83706	0.71874	0.87584	0.80296	0.85386	0.66312	0.73384	1.37487	0.79955	1.34753	1.65688e-05	1.65688e-05	1.65688e-05
248	247	5456.59	0.19821	0.36437	0.17781	0.81776	0.85587	0.79143	0.83682	0.71892	0.87081	0.80214	0.85391	0.6638	0.73621	1.38142	0.78618	1.35137	1.4367e-05	1.4367e-05	1.4367e-05
249	248	5478.88	0.19856	0.35217	0.16622	0.8228	0.8616	0.79424	0.83643	0.71991	0.87665	0.80459	0.85291	0.66709	0.7375	1.37617	0.7898	1.35298	1.21653e-05	1.21653e-05	1.21653e-05
250	249	5501.08	0.19602	0.35546	0.15995	0.82684	0.86063	0.79132	0.83583	0.716	0.875	0.80253	0.85245	0.66768	0.73963	1.37518	0.78752	1.35613	9.96352e-06	9.96352e-06	9.96352e-06
251	250	5522.83	0.20242	0.3897	0.17625	0.83467	0.86484	0.79917	0.84166	0.71892	0.87244	0.80507	0.85279	0.66248	0.75717	1.37378	0.78477	1.37448	7.76176e-06	7.76176e-06	7.76176e-06