segformer-finetuned-deepreef-10k-steps2

This model is a fine-tuned version of nvidia/mit-b0 on the ViktorDo/deepreef-dataset-v0 dataset. It achieves the following results on the evaluation set:

Loss: 1.3630
Mean Iou: 0.0149
Mean Accuracy: 0.0835
Overall Accuracy: 0.0857
Accuracy Unlabeled: nan
Accuracy Human: 0.1855
Accuracy Background: 0.0001
Accuracy Fish: 0.1575
Accuracy Sand: 0.0167
Accuracy Rubble: 0.1974
Accuracy Unknown hard substrate: 0.0670
Accuracy Algae covered substrate: 0.0006
Accuracy Dark: 0.0
Accuracy Branching bleached: 0.0025
Accuracy Branching dead: 0.4055
Accuracy Branching alive: 0.0
Accuracy Stylophora alive: 0.0026
Accuracy Pocillopora alive: 0.0170
Accuracy Acropora alive: 0.6099
Accuracy Table acropora alive: 0.0075
Accuracy Table acropora dead: 0.0
Accuracy Millepora: 0.0
Accuracy Other coral bleached: 0.0
Accuracy Other coral dead: 0.1015
Accuracy Other coral alive: 0.4207
Accuracy Massive/meandering alive: 0.0005
Accuracy Massive/meandering dead: 0.0
Accuracy Massive/meandering bleached: 0.0611
Accuracy Transect line: 0.0
Accuracy Transect tools: 0.0
Accuracy Other animal: 0.0
Accuracy Sea urchin: 0.0
Accuracy Sponge: nan
Accuracy Trash: nan
Accuracy Seagrass: nan
Iou Unlabeled: 0.0
Iou Human: 0.0101
Iou Background: 0.0001
Iou Fish: 0.0756
Iou Sand: 0.0141
Iou Rubble: 0.0753
Iou Unknown hard substrate: 0.0223
Iou Algae covered substrate: 0.0001
Iou Dark: 0.0
Iou Branching bleached: 0.0018
Iou Branching dead: 0.0319
Iou Branching alive: 0.0
Iou Stylophora alive: 0.0017
Iou Pocillopora alive: 0.0152
Iou Acropora alive: 0.0630
Iou Table acropora alive: 0.0008
Iou Table acropora dead: 0.0
Iou Millepora: 0.0
Iou Other coral bleached: 0.0
Iou Other coral dead: 0.0795
Iou Other coral alive: 0.0186
Iou Massive/meandering alive: 0.0001
Iou Massive/meandering dead: 0.0
Iou Massive/meandering bleached: 0.0067
Iou Transect line: 0.0
Iou Transect tools: 0.0
Iou Other animal: 0.0
Iou Sea urchin: 0.0
Iou Sponge: nan
Iou Trash: nan
Iou Seagrass: nan

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 6e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: polynomial
training_steps: 10000

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Accuracy Unlabeled	Accuracy Human	Accuracy Background	Accuracy Fish	Accuracy Sand	Accuracy Rubble	Accuracy Unknown hard substrate	Accuracy Algae covered substrate	Accuracy Dark	Accuracy Branching bleached	Accuracy Branching dead	Accuracy Branching alive	Accuracy Stylophora alive	Accuracy Pocillopora alive	Accuracy Acropora alive	Accuracy Table acropora alive	Accuracy Table acropora dead	Accuracy Other coral dead	Accuracy Other coral alive	Accuracy Massive/meandering alive	Accuracy Massive/meandering bleached	Accuracy Sea urchin	Accuracy Sponge	Accuracy Trash	Accuracy Seagrass	Iou Human	Iou Background	Iou Fish	Iou Sand	Iou Rubble	Iou Unknown hard substrate	Iou Algae covered substrate	Iou Dark	Iou Branching bleached	Iou Branching dead	Iou Branching alive	Iou Stylophora alive	Iou Pocillopora alive	Iou Acropora alive	Iou Table acropora alive	Iou Table acropora dead	Iou Other coral dead	Iou Other coral alive	Iou Massive/meandering alive	Iou Massive/meandering bleached	Iou Sea urchin	Iou Sponge	Iou Trash	Iou Seagrass
No log	1.0	48	2.5405	0.0109	0.0732	0.0982	nan	0.1948	0.0000	0.0994	0.1479	0.2653	0.0003	0.0103	0.0	0.0	0.0	0.0	0.0015	0.0	0.6598	0.0	0.0	0.0001	0.5811	0.0	0.0151	0.0	nan	nan	nan	0.0119	0.0000	0.0490	0.0886	0.1131	0.0003	0.0011	0.0	0.0	0.0	0.0	0.0012	0.0	0.0525	0.0	0.0	0.0001	0.0165	0.0	0.0025	0.0	0.0	0.0	0.0
No log	2.0	96	2.1769	0.0110	0.0741	0.0900	nan	0.2050	0.0	0.1357	0.0488	0.3481	0.0037	0.0062	0.0	0.0	0.0	0.0	0.0	0.0	0.6104	0.0	0.0	0.0	0.6430	0.0	0.0	0.0	nan	nan	nan	0.0135	0.0	0.0685	0.0378	0.1095	0.0026	0.0007	0.0	0.0	0.0	0.0	0.0	0.0	0.0575	0.0	0.0	0.0	0.0175	0.0	0.0	0.0	nan	nan	nan
2.5529	3.0	144	1.9236	0.0115	0.0709	0.0799	nan	0.2843	0.0	0.1805	0.0831	0.1969	0.0382	0.0098	0.0	0.0	0.0	0.0	0.0	0.0	0.6429	0.0	0.0	0.0000	0.4789	0.0	0.0	0.0	nan	nan	nan	0.0131	0.0	0.0865	0.0628	0.0643	0.0108	0.0010	0.0	0.0	0.0	0.0	0.0	0.0	0.0609	0.0	0.0	0.0000	0.0231	0.0	0.0	0.0	nan	nan	nan
2.5529	4.0	192	1.8061	0.0112	0.0793	0.0804	nan	0.3089	0.0	0.2097	0.0431	0.2321	0.0247	0.0076	0.0	0.0	0.0	0.0	0.0	0.0	0.7404	0.0	0.0	0.0001	0.5741	0.0	0.0005	0.0	nan	nan	nan	0.0135	0.0	0.0931	0.0378	0.0822	0.0111	0.0009	0.0	0.0	0.0	0.0	0.0	0.0	0.0547	0.0	0.0	0.0001	0.0198	0.0	0.0002	0.0	nan	nan	nan
1.9335	5.0	240	1.6951	0.0084	0.0703	0.0599	nan	0.2954	0.0	0.1251	0.0135	0.1567	0.0359	0.0063	0.0	0.0	0.0	0.0	0.0	0.0	0.7406	0.0	0.0	0.0030	0.5197	0.0	0.0021	0.0	nan	nan	nan	0.0141	0.0	0.0618	0.0123	0.0549	0.0116	0.0006	0.0	0.0	0.0	0.0	0.0	0.0	0.0542	0.0	0.0	0.0030	0.0211	0.0	0.0013	0.0	nan	nan	nan
1.9335	6.0	288	1.6585	0.0108	0.0765	0.0749	nan	0.3052	0.0	0.2240	0.0186	0.2300	0.0472	0.0081	0.0	0.0	0.0	0.0	0.0	0.0000	0.6577	0.0	0.0	0.0011	0.5611	0.0	0.0119	0.0	nan	nan	nan	0.0132	0.0	0.0972	0.0166	0.0711	0.0169	0.0010	0.0	0.0	0.0	0.0	0.0	0.0000	0.0567	0.0	0.0	0.0011	0.0240	0.0	0.0038	0.0	nan	nan	nan
1.624	7.0	336	1.6057	0.0106	0.0647	0.0709	nan	0.2031	0.0	0.1464	0.0013	0.2653	0.0398	0.0105	0.0	0.0	0.0	0.0	0.0261	0.0001	0.5245	0.0	0.0	0.0166	0.5078	0.0	0.0054	0.0	nan	nan	nan	0.0154	0.0	0.0775	0.0013	0.0684	0.0113	0.0011	0.0	0.0	0.0	0.0	0.0183	0.0001	0.0655	0.0	0.0	0.0142	0.0207	0.0	0.0021	0.0	nan	nan	nan
1.624	8.0	384	1.6413	0.0100	0.0745	0.0649	nan	0.2905	0.0	0.2007	0.0101	0.1398	0.0735	0.0016	0.0	0.0	0.0	0.0	0.0038	0.0000	0.8190	0.0	0.0	0.0081	0.4492	0.0	0.0155	0.0	nan	nan	nan	0.0136	0.0	0.0921	0.0094	0.0532	0.0219	0.0002	0.0	0.0	0.0	0.0	0.0023	0.0000	0.0499	0.0	0.0	0.0078	0.0234	0.0	0.0066	0.0	nan	nan	nan
1.4548	9.0	432	1.5311	0.0102	0.0678	0.0589	nan	0.3036	0.0	0.1606	0.0207	0.1336	0.0617	0.0088	0.0	0.0	0.0	0.0	0.0131	0.0004	0.6104	0.0	0.0	0.0068	0.4805	0.0	0.0309	0.0	nan	nan	nan	0.0131	0.0	0.0816	0.0186	0.0508	0.0140	0.0011	0.0	0.0	0.0	0.0	0.0089	0.0003	0.0597	0.0	0.0	0.0066	0.0206	0.0	0.0115	0.0	nan	nan	nan
1.4548	10.0	480	1.4792	0.0092	0.0705	0.0558	nan	0.2464	0.0	0.0987	0.0044	0.1370	0.0742	0.0039	0.0	0.0	0.0	0.0	0.0266	0.0005	0.6458	0.0	0.0	0.0057	0.6341	0.0	0.0262	0.0	nan	nan	nan	0.0142	0.0	0.0593	0.0041	0.0426	0.0205	0.0006	0.0	0.0	0.0	0.0	0.0176	0.0003	0.0677	0.0	0.0	0.0052	0.0205	0.0	0.0058	0.0	nan	nan	nan
1.3113	11.0	528	1.5166	0.0121	0.0646	0.0683	nan	0.1989	0.0	0.1704	0.0039	0.1229	0.1330	0.0019	0.0	0.0	0.0	0.0	0.0766	0.0009	0.5770	0.0	0.0	0.0676	0.3786	0.0	0.0134	0.0	nan	nan	nan	0.0144	0.0	0.0808	0.0036	0.0351	0.0264	0.0003	0.0	0.0	0.0	0.0	0.0251	0.0007	0.0679	0.0	0.0	0.0599	0.0225	0.0	0.0032	0.0	nan	nan	nan
1.3113	12.0	576	1.3834	0.0113	0.0695	0.0747	nan	0.3038	0.0	0.1224	0.0039	0.2431	0.0431	0.0024	0.0	0.0	0.0	0.0	0.0192	0.0088	0.6328	0.0	0.0	0.0376	0.4475	0.0	0.0127	0.0	nan	nan	nan	0.0132	0.0	0.0683	0.0036	0.0660	0.0151	0.0004	0.0	0.0	0.0	0.0	0.0103	0.0057	0.0769	0.0	0.0	0.0339	0.0201	0.0	0.0025	0.0	nan	nan	nan
1.2338	13.0	624	1.4512	0.0098	0.0757	0.0666	nan	0.2681	0.0	0.0983	0.0135	0.1798	0.0468	0.0026	0.0	0.0	0.0	0.0	0.0187	0.0005	0.7792	0.0	0.0	0.0150	0.5773	0.0	0.0446	0.0	nan	nan	nan	0.0129	0.0	0.0517	0.0119	0.0625	0.0169	0.0004	0.0	0.0	0.0	0.0	0.0095	0.0003	0.0669	0.0	0.0	0.0137	0.0203	0.0	0.0079	0.0	nan	nan	nan
1.2338	14.0	672	1.3275	0.0118	0.0740	0.0602	nan	0.3171	0.0	0.1411	0.0035	0.1489	0.0528	0.0076	0.0	0.0	0.0	0.0	0.0857	0.0060	0.5963	0.0	0.0	0.0171	0.5316	0.0	0.0897	0.0	nan	nan	nan	0.0140	0.0	0.0738	0.0032	0.0474	0.0133	0.0009	0.0	0.0	0.0	0.0	0.0332	0.0049	0.0820	0.0	0.0	0.0149	0.0214	0.0	0.0204	0.0	nan	nan	nan
1.1723	15.0	720	1.3946	0.0128	0.0736	0.0756	nan	0.2449	0.0	0.2053	0.0013	0.2382	0.0713	0.0023	0.0	0.0	0.0	0.0	0.0134	0.0054	0.5993	0.0	0.0	0.0280	0.4324	0.0	0.1463	0.0	nan	nan	nan	0.0147	0.0	0.0978	0.0013	0.0638	0.0204	0.0004	0.0	0.0	0.0	0.0	0.0082	0.0036	0.0760	0.0	0.0	0.0254	0.0185	0.0	0.0286	0.0	nan	nan	nan
1.1723	16.0	768	1.4292	0.0108	0.0728	0.0612	nan	0.3327	0.0	0.1817	0.0019	0.0968	0.0738	0.0025	0.0	0.0	0.0	0.0	0.0257	0.0033	0.7425	0.0	0.0	0.0423	0.4160	0.0	0.0476	0.0	nan	nan	nan	0.0120	0.0	0.0865	0.0018	0.0400	0.0191	0.0004	0.0	0.0	0.0	0.0	0.0106	0.0021	0.0632	0.0	0.0	0.0393	0.0198	0.0	0.0086	0.0	nan	nan	nan
1.1111	17.0	816	1.3628	0.0116	0.0731	0.0638	nan	0.2986	0.0	0.0857	0.0146	0.1342	0.0749	0.0035	0.0	0.0	0.0	0.0	0.0264	0.0123	0.7457	0.0	0.0	0.0322	0.4056	0.0	0.1399	0.0	nan	nan	nan	0.0143	0.0	0.0473	0.0125	0.0483	0.0206	0.0005	0.0	0.0	0.0	0.0	0.0130	0.0066	0.0820	0.0	0.0	0.0291	0.0176	0.0	0.0318	0.0	nan	nan	nan
1.1111	18.0	864	1.3380	0.0144	0.0803	0.0959	nan	0.2720	0.0	0.2141	0.0123	0.2944	0.0353	0.0029	0.0	0.0	0.0	0.0	0.0196	0.0023	0.6679	0.0	0.0	0.0804	0.4910	0.0	0.0748	0.0	nan	nan	nan	0.0146	0.0	0.0946	0.0106	0.0916	0.0155	0.0005	0.0	0.0	0.0	0.0	0.0095	0.0017	0.0652	0.0	0.0	0.0653	0.0211	0.0	0.0127	0.0	nan	nan	nan
1.0586	19.0	912	1.3009	0.0118	0.0722	0.0602	nan	0.2981	0.0	0.1648	0.0214	0.1212	0.0741	0.0071	0.0	0.0	0.0	0.0	0.0320	0.0084	0.5825	0.0	0.0	0.0142	0.4722	0.0	0.1526	0.0	nan	nan	nan	0.0142	0.0	0.0833	0.0181	0.0441	0.0188	0.0011	0.0	0.0	0.0	0.0	0.0157	0.0055	0.0763	0.0	0.0	0.0126	0.0166	0.0	0.0225	0.0	nan	nan	nan
1.0586	20.0	960	1.4299	0.0145	0.0782	0.0804	nan	0.2643	0.0	0.1407	0.0031	0.0707	0.1321	0.0022	0.0	0.0	0.0	0.0	0.0151	0.0036	0.7261	0.0	0.0	0.1659	0.3668	0.0	0.2215	0.0	nan	nan	nan	0.0150	0.0	0.0751	0.0029	0.0298	0.0255	0.0003	0.0	0.0	0.0	0.0	0.0078	0.0022	0.0682	0.0	0.0	0.1310	0.0197	0.0	0.0297	0.0	nan	nan	nan
1.0481	21.0	1008	1.3032	0.0154	0.0763	0.0960	nan	0.2718	0.0	0.1743	0.0062	0.2574	0.0652	0.0050	0.0	0.0	0.0	0.0	0.0284	0.0092	0.5340	0.0	0.0	0.1307	0.4931	0.0	0.0858	0.0	nan	nan	nan	0.0150	0.0	0.0869	0.0055	0.0732	0.0205	0.0009	0.0	0.0	0.0	0.0	0.0127	0.0060	0.0735	0.0	0.0	0.1016	0.0239	0.0	0.0112	0.0	nan	nan	nan
1.0481	22.0	1056	1.3516	0.0111	0.0805	0.0663	nan	0.3354	0.0	0.1557	0.0015	0.1925	0.0459	0.0037	0.0	0.0	0.0	0.0	0.0189	0.0023	0.7120	0.0	0.0	0.0085	0.5774	0.0	0.1185	0.0	nan	nan	nan	0.0118	0.0	0.0876	0.0015	0.0670	0.0160	0.0006	0.0	0.0	0.0	0.0	0.0092	0.0017	0.0718	0.0	0.0	0.0078	0.0202	0.0	0.0153	0.0	nan	nan	nan
0.981	23.0	1104	1.3396	0.0141	0.0808	0.0841	nan	0.2897	0.0	0.1443	0.0213	0.1601	0.0600	0.0013	0.0	0.0	0.0	0.0	0.0257	0.0071	0.7107	0.0	0.0	0.1052	0.5766	0.0	0.0805	0.0	nan	nan	nan	0.0148	0.0	0.0751	0.0177	0.0612	0.0192	0.0002	0.0	0.0	0.0	0.0	0.0100	0.0044	0.0705	0.0	0.0	0.0854	0.0232	0.0	0.0120	0.0	nan	nan	nan
0.981	24.0	1152	1.3207	0.0118	0.0739	0.0688	nan	0.2646	0.0	0.1847	0.0048	0.1568	0.0739	0.0019	0.0	0.0	0.0	0.0	0.0093	0.0082	0.6298	0.0	0.0	0.0425	0.5411	0.0	0.0773	0.0	nan	nan	nan	0.0161	0.0	0.0906	0.0043	0.0523	0.0191	0.0003	0.0	0.0	0.0	0.0	0.0054	0.0057	0.0686	0.0	0.0	0.0373	0.0201	0.0	0.0115	0.0	nan	nan	nan
0.9395	25.0	1200	1.3881	0.0122	0.0775	0.0789	nan	0.3037	0.0	0.1128	0.0258	0.1356	0.0620	0.0007	0.0	0.0	0.0	0.0	0.0055	0.0037	0.8096	0.0	0.0	0.0948	0.4542	0.0	0.0851	0.0	nan	nan	nan	0.0145	0.0	0.0552	0.0222	0.0529	0.0210	0.0001	0.0	0.0	0.0	0.0	0.0037	0.0026	0.0583	0.0	0.0	0.0801	0.0205	0.0	0.0113	0.0	nan	nan	nan
0.9395	26.0	1248	1.3258	0.0165	0.0788	0.0943	nan	0.2634	0.0	0.1516	0.0225	0.0769	0.1120	0.0014	0.0	0.0	0.0	0.0	0.0198	0.0032	0.7057	0.0012	0.0	0.2231	0.3402	0.0	0.2071	0.0	nan	nan	nan	0.0148	0.0	0.0835	0.0193	0.0285	0.0234	0.0002	0.0	0.0	0.0	0.0	0.0095	0.0026	0.0756	0.0009	0.0	0.1565	0.0182	0.0	0.0278	0.0	nan	nan	nan
0.9395	27.0	1296	1.2891	0.0116	0.0735	0.0646	nan	0.2559	0.0	0.1774	0.0049	0.1001	0.0885	0.0016	0.0	0.0	0.0	0.0	0.0178	0.0029	0.7147	0.0038	0.0	0.0543	0.4996	0.0000	0.0632	0.0	nan	nan	nan	0.0148	0.0	0.0883	0.0045	0.0331	0.0204	0.0003	0.0	0.0	0.0	0.0	0.0094	0.0024	0.0702	0.0022	0.0	0.0480	0.0215	0.0000	0.0090	0.0	nan	nan	nan
0.9054	28.0	1344	1.4490	0.0098	0.0755	0.0588	nan	0.2572	0.0	0.1382	0.0058	0.0548	0.1067	0.0006	0.0	0.0	0.0	0.0	0.0059	0.0012	0.7827	0.0	0.0	0.0500	0.5621	0.0	0.0747	0.0	nan	nan	nan	0.0147	0.0	0.0703	0.0054	0.0248	0.0256	0.0001	0.0	0.0	0.0	0.0	0.0038	0.0010	0.0525	0.0	0.0	0.0448	0.0214	0.0	0.0098	0.0	nan	nan	nan
0.9054	29.0	1392	1.3019	0.0111	0.0799	0.0641	nan	0.3240	0.0	0.1553	0.0074	0.1221	0.0611	0.0013	0.0000	0.0	0.0	0.0	0.0098	0.0058	0.7506	0.0	0.0	0.0325	0.5920	0.0	0.0957	0.0	nan	nan	nan	0.0127	0.0	0.0833	0.0069	0.0460	0.0182	0.0002	0.0000	0.0	0.0	0.0	0.0054	0.0040	0.0722	0.0	0.0	0.0283	0.0214	0.0	0.0114	0.0	nan	nan	nan
0.8903	30.0	1440	1.3357	0.0102	0.0730	0.0597	nan	0.3039	0.0	0.1023	0.0154	0.0677	0.0958	0.0009	0.0	0.0005	0.0	0.0	0.0086	0.0163	0.7357	0.0	0.0	0.0446	0.5049	0.0	0.0742	0.0	nan	nan	nan	0.0136	0.0	0.0596	0.0137	0.0304	0.0213	0.0002	0.0	0.0005	0.0	0.0	0.0049	0.0123	0.0601	0.0	0.0	0.0373	0.0196	0.0	0.0110	0.0	nan	nan	nan
0.8903	31.0	1488	1.2499	0.0120	0.0659	0.0655	nan	0.2227	0.0	0.1126	0.0137	0.0893	0.1061	0.0019	0.0	0.0001	0.0	0.0	0.0129	0.0168	0.6094	0.0050	0.0	0.0793	0.4214	0.0030	0.0853	0.0	nan	nan	nan	0.0161	0.0	0.0634	0.0111	0.0302	0.0216	0.0003	0.0	0.0001	0.0	0.0	0.0071	0.0141	0.0756	0.0014	0.0	0.0616	0.0179	0.0029	0.0120	0.0	nan	nan	nan
0.8718	32.0	1536	1.2147	0.0145	0.0781	0.0744	nan	0.2998	0.0	0.1594	0.0106	0.1181	0.0926	0.0048	0.0001	0.0009	0.0018	0.0	0.0207	0.0196	0.6384	0.0	0.0	0.0852	0.5325	0.0127	0.1109	0.0	nan	nan	nan	0.0138	0.0	0.0874	0.0093	0.0388	0.0211	0.0008	0.0001	0.0008	0.0017	0.0	0.0093	0.0152	0.0888	0.0	0.0	0.0693	0.0229	0.0124	0.0148	0.0	nan	nan	nan
0.8718	33.0	1584	1.2273	0.0125	0.0775	0.0639	nan	0.3218	0.0	0.1309	0.0067	0.0910	0.1189	0.0033	0.0000	0.0001	0.0169	0.0	0.0244	0.0241	0.6785	0.0049	0.0	0.0427	0.5286	0.0000	0.1004	0.0	nan	nan	nan	0.0140	0.0	0.0689	0.0061	0.0326	0.0246	0.0006	0.0000	0.0001	0.0149	0.0	0.0104	0.0196	0.0835	0.0012	0.0	0.0369	0.0217	0.0000	0.0144	0.0	nan	nan	nan
0.8357	34.0	1632	1.2337	0.0150	0.0768	0.0835	nan	0.2758	0.0	0.1201	0.0069	0.1502	0.0746	0.0033	0.0015	0.0095	0.0089	0.0	0.0230	0.0279	0.6265	0.0167	0.0	0.1293	0.5057	0.0064	0.0870	0.0	nan	nan	nan	0.0152	0.0	0.0643	0.0061	0.0511	0.0203	0.0005	0.0013	0.0052	0.0084	0.0	0.0090	0.0198	0.0765	0.0022	0.0	0.1011	0.0235	0.0060	0.0096	0.0	nan	nan	nan
0.8357	35.0	1680	1.2168	0.0146	0.0786	0.0824	nan	0.3071	0.0	0.1091	0.0039	0.1560	0.0746	0.0033	0.0009	0.0003	0.0136	0.0	0.0101	0.0111	0.6535	0.0056	0.0	0.1312	0.5306	0.0174	0.0938	0.0	nan	nan	nan	0.0141	0.0	0.0651	0.0036	0.0488	0.0206	0.0005	0.0008	0.0003	0.0132	0.0	0.0059	0.0092	0.0756	0.0009	0.0	0.0961	0.0253	0.0169	0.0115	0.0	nan	nan	nan
0.811	36.0	1728	1.2116	0.0128	0.0772	0.0693	nan	0.3018	0.0	0.1232	0.0250	0.1019	0.0945	0.0022	0.0007	0.0003	0.0278	0.0020	0.0080	0.0083	0.7250	0.0332	0.0	0.0603	0.4999	0.0041	0.0670	0.0	nan	nan	nan	0.0147	0.0	0.0560	0.0204	0.0424	0.0218	0.0004	0.0006	0.0002	0.0225	0.0019	0.0052	0.0068	0.0754	0.0024	0.0	0.0534	0.0208	0.0038	0.0091	0.0	nan	nan	nan
0.811	37.0	1776	1.2889	0.0134	0.0740	0.0637	nan	0.2907	0.0	0.0700	0.0036	0.0916	0.0754	0.0052	0.0007	0.0028	0.0212	0.0	0.0065	0.0315	0.6536	0.0042	0.0	0.0764	0.4919	0.0498	0.1222	0.0	nan	nan	nan	0.0133	0.0	0.0453	0.0033	0.0358	0.0193	0.0007	0.0006	0.0020	0.0181	0.0	0.0035	0.0168	0.0726	0.0005	0.0	0.0670	0.0217	0.0405	0.0133	0.0	nan	nan	nan
0.821	38.0	1824	1.2200	0.0121	0.0769	0.0539	nan	0.2500	0.0	0.1230	0.0290	0.0497	0.0789	0.0030	0.0005	0.0003	0.0468	0.0005	0.0127	0.0278	0.6570	0.0231	0.0	0.0077	0.6153	0.0067	0.1436	0.0	nan	nan	nan	0.0150	0.0	0.0592	0.0233	0.0233	0.0168	0.0005	0.0004	0.0003	0.0343	0.0004	0.0071	0.0220	0.0838	0.0017	0.0	0.0065	0.0192	0.0062	0.0174	0.0	nan	nan	nan
0.821	39.0	1872	1.2179	0.0109	0.0703	0.0573	nan	0.2648	0.0	0.0573	0.0066	0.1331	0.0598	0.0018	0.0001	0.0	0.0201	0.0018	0.0210	0.0154	0.6893	0.0063	0.0	0.0229	0.4528	0.0136	0.1306	0.0	nan	nan	nan	0.0154	0.0	0.0349	0.0057	0.0438	0.0173	0.0003	0.0001	0.0	0.0169	0.0016	0.0106	0.0124	0.0806	0.0005	0.0	0.0196	0.0163	0.0118	0.0166	0.0	nan	nan	nan
0.7837	40.0	1920	1.3007	0.0131	0.0791	0.0709	nan	0.2413	0.0	0.1823	0.0057	0.0939	0.0917	0.0017	0.0010	0.0006	0.0167	0.0034	0.0096	0.0035	0.7338	0.0277	0.0	0.0844	0.5500	0.0028	0.0846	0.0	nan	nan	nan	0.0155	0.0	0.0820	0.0051	0.0400	0.0242	0.0003	0.0009	0.0005	0.0112	0.0027	0.0059	0.0029	0.0681	0.0011	0.0	0.0705	0.0224	0.0024	0.0098	0.0	nan	nan	nan
0.7837	41.0	1968	1.2739	0.0124	0.0799	0.0678	nan	0.2699	0.0	0.1438	0.0169	0.1248	0.0720	0.0014	0.0016	0.0001	0.0090	0.0029	0.0277	0.0043	0.7060	0.0137	0.0	0.0448	0.6013	0.0003	0.1155	0.0	nan	nan	nan	0.0162	0.0	0.0703	0.0147	0.0480	0.0202	0.0003	0.0013	0.0001	0.0079	0.0025	0.0149	0.0039	0.0776	0.0012	0.0	0.0355	0.0194	0.0003	0.0137	0.0	nan	nan	nan
0.78	42.0	2016	1.2381	0.0136	0.0823	0.0744	nan	0.3038	0.0	0.1384	0.0126	0.1306	0.0633	0.0034	0.0010	0.0012	0.0170	0.0050	0.0224	0.0089	0.6946	0.0187	0.0	0.0828	0.6128	0.0005	0.1057	0.0	nan	nan	nan	0.0147	0.0	0.0701	0.0110	0.0503	0.0188	0.0005	0.0009	0.0011	0.0130	0.0037	0.0119	0.0078	0.0731	0.0014	0.0	0.0637	0.0231	0.0005	0.0140	0.0	nan	nan	nan
0.78	43.0	2064	1.2335	0.0168	0.0788	0.0905	nan	0.2640	0.0	0.1930	0.0340	0.1440	0.0701	0.0017	0.0015	0.0045	0.0338	0.0033	0.0237	0.0169	0.6878	0.0182	0.0	0.1293	0.3768	0.0	0.1243	0.0	nan	nan	nan	0.0157	0.0	0.0875	0.0282	0.0518	0.0202	0.0003	0.0012	0.0027	0.0213	0.0022	0.0114	0.0136	0.0822	0.0014	0.0	0.0995	0.0173	0.0	0.0140	0.0	nan	nan	nan
0.7555	44.0	2112	1.2622	0.0129	0.0796	0.0701	nan	0.3160	0.0	0.1046	0.0081	0.0874	0.0811	0.0016	0.0005	0.0	0.0200	0.0034	0.0168	0.0098	0.7243	0.0142	0.0	0.0997	0.5671	0.0	0.0950	0.0	nan	nan	nan	0.0135	0.0	0.0596	0.0073	0.0379	0.0203	0.0003	0.0004	0.0	0.0122	0.0024	0.0087	0.0079	0.0766	0.0008	0.0	0.0779	0.0227	0.0	0.0121	0.0	nan	nan	nan
0.7555	45.0	2160	1.2379	0.0160	0.0806	0.0920	nan	0.2861	0.0	0.1379	0.0070	0.1517	0.0806	0.0011	0.0010	0.0064	0.0222	0.0076	0.0221	0.0048	0.7145	0.0043	0.0	0.1752	0.4300	0.0001	0.1224	0.0	nan	nan	nan	0.0141	0.0	0.0738	0.0062	0.0510	0.0232	0.0002	0.0009	0.0046	0.0149	0.0043	0.0103	0.0042	0.0874	0.0006	0.0	0.1188	0.0202	0.0001	0.0135	0.0	nan	nan	nan
0.7417	46.0	2208	1.1813	0.0150	0.0762	0.0827	nan	0.2841	0.0	0.1859	0.0051	0.1952	0.0687	0.0017	0.0012	0.0025	0.0237	0.0104	0.0031	0.0138	0.6468	0.0020	0.0	0.0889	0.4322	0.0	0.0923	0.0	nan	nan	nan	0.0158	0.0	0.0987	0.0046	0.0592	0.0206	0.0003	0.0009	0.0016	0.0092	0.0056	0.0020	0.0102	0.0865	0.0002	0.0	0.0750	0.0188	0.0	0.0111	0.0	nan	nan	nan
0.7417	47.0	2256	1.2760	0.0148	0.0801	0.0812	nan	0.2671	0.0	0.2399	0.0046	0.1266	0.0710	0.0015	0.0010	0.0028	0.0350	0.0197	0.0106	0.0109	0.6374	0.0113	0.0	0.1179	0.5074	0.0001	0.0970	0.0	nan	nan	nan	0.0149	0.0	0.0986	0.0043	0.0535	0.0206	0.0003	0.0008	0.0023	0.0136	0.0082	0.0063	0.0092	0.0684	0.0006	0.0	0.0809	0.0218	0.0001	0.0101	0.0	nan	nan	nan
0.74	48.0	2304	1.1985	0.0138	0.0804	0.0741	nan	0.3052	0.0000	0.2145	0.0133	0.1638	0.0668	0.0011	0.0006	0.0027	0.0297	0.0044	0.0105	0.0062	0.6898	0.0188	0.0	0.0429	0.5041	0.0000	0.0968	0.0	nan	nan	nan	0.0148	0.0000	0.1029	0.0115	0.0603	0.0206	0.0002	0.0006	0.0016	0.0154	0.0025	0.0063	0.0049	0.0771	0.0013	0.0	0.0376	0.0182	0.0000	0.0110	0.0	nan	nan	nan
0.74	49.0	2352	1.2226	0.0174	0.0879	0.0977	nan	0.2709	0.0	0.2582	0.0048	0.2313	0.0415	0.0030	0.0005	0.0	0.0786	0.0092	0.0119	0.0031	0.7186	0.0078	0.0	0.1277	0.4650	0.0025	0.1378	0.0	nan	nan	nan	0.0129	0.0	0.1112	0.0044	0.0781	0.0157	0.0005	0.0004	0.0	0.0332	0.0055	0.0067	0.0026	0.0814	0.0009	0.0	0.0972	0.0196	0.0021	0.0140	0.0	nan	nan	nan
0.7246	50.0	2400	1.1342	0.0156	0.0799	0.0801	nan	0.2662	0.0000	0.1511	0.0098	0.2031	0.0615	0.0026	0.0010	0.0021	0.1848	0.0068	0.0238	0.0071	0.6161	0.0	0.0	0.0830	0.3741	0.0	0.1650	0.0	nan	nan	nan	0.0136	0.0000	0.0802	0.0083	0.0600	0.0183	0.0004	0.0008	0.0012	0.0416	0.0040	0.0118	0.0060	0.0884	0.0	0.0	0.0681	0.0176	0.0	0.0173	0.0	nan	nan	nan
0.7246	51.0	2448	1.2878	0.0157	0.0798	0.0810	nan	0.1966	0.0	0.1493	0.0167	0.1097	0.0942	0.0017	0.0009	0.0132	0.0994	0.0076	0.0162	0.0058	0.7393	0.0402	0.0	0.1291	0.3770	0.0005	0.1565	0.0	nan	nan	nan	0.0138	0.0	0.0756	0.0138	0.0448	0.0248	0.0002	0.0008	0.0062	0.0191	0.0045	0.0090	0.0046	0.0789	0.0014	0.0	0.1059	0.0184	0.0003	0.0171	0.0	nan	nan	nan
0.7246	52.0	2496	1.3142	0.0153	0.0816	0.0794	nan	0.2546	0.0000	0.1244	0.0140	0.1205	0.0713	0.0020	0.0009	0.0043	0.1440	0.0094	0.0156	0.0067	0.7183	0.0151	0.0	0.1254	0.4520	0.0013	0.1233	0.0	nan	nan	nan	0.0128	0.0000	0.0716	0.0120	0.0482	0.0207	0.0003	0.0008	0.0029	0.0281	0.0051	0.0085	0.0053	0.0739	0.0009	0.0	0.1005	0.0203	0.0008	0.0143	0.0	nan	nan	nan
0.7149	53.0	2544	1.2352	0.0148	0.0852	0.0802	nan	0.2800	0.0	0.1788	0.0042	0.1962	0.0672	0.0010	0.0018	0.0038	0.1737	0.0072	0.0175	0.0076	0.7119	0.0070	0.0	0.0681	0.4570	0.0011	0.1154	0.0	nan	nan	nan	0.0121	0.0	0.0901	0.0038	0.0647	0.0221	0.0002	0.0015	0.0029	0.0304	0.0042	0.0101	0.0068	0.0780	0.0005	0.0	0.0552	0.0196	0.0009	0.0125	0.0	nan	nan	nan
0.7149	54.0	2592	1.2040	0.0163	0.0869	0.0860	nan	0.2857	0.0000	0.2020	0.0102	0.2386	0.0454	0.0012	0.0001	0.0001	0.1453	0.0121	0.0136	0.0069	0.6823	0.0030	0.0	0.0650	0.4762	0.0035	0.1558	0.0	nan	nan	nan	0.0132	0.0000	0.1003	0.0091	0.0794	0.0169	0.0002	0.0001	0.0001	0.0435	0.0072	0.0086	0.0063	0.0857	0.0003	0.0	0.0477	0.0166	0.0028	0.0174	0.0	nan	nan	nan
0.6934	55.0	2640	1.3489	0.0164	0.0815	0.0858	nan	0.1904	0.0001	0.1859	0.0064	0.0749	0.1185	0.0012	0.0006	0.0006	0.1341	0.0057	0.0214	0.0012	0.7441	0.0150	0.0	0.1799	0.3693	0.0	0.1516	0.0	nan	nan	nan	0.0137	0.0001	0.0885	0.0057	0.0302	0.0257	0.0002	0.0005	0.0005	0.0422	0.0044	0.0113	0.0011	0.0724	0.0010	0.0	0.1267	0.0188	0.0	0.0167	0.0	nan	nan	nan
0.6934	56.0	2688	1.2061	0.0151	0.0816	0.0755	nan	0.2601	0.0000	0.1223	0.0067	0.1218	0.0663	0.0011	0.0005	0.0030	0.1519	0.0079	0.0205	0.0058	0.6604	0.0044	0.0	0.1194	0.4963	0.0015	0.1533	0.0	nan	nan	nan	0.0135	0.0000	0.0700	0.0058	0.0435	0.0184	0.0002	0.0004	0.0026	0.0438	0.0056	0.0123	0.0052	0.0874	0.0004	0.0	0.0768	0.0198	0.0009	0.0149	0.0	nan	nan	nan
0.6841	57.0	2736	1.1676	0.0154	0.0830	0.0737	nan	0.2696	0.0002	0.1661	0.0239	0.1415	0.0691	0.0011	0.0016	0.0078	0.1631	0.0034	0.0200	0.0111	0.5973	0.0149	0.0	0.0637	0.5333	0.0005	0.1517	0.0	nan	nan	nan	0.0132	0.0001	0.0796	0.0195	0.0546	0.0204	0.0002	0.0014	0.0057	0.0553	0.0019	0.0112	0.0091	0.0733	0.0017	0.0	0.0499	0.0190	0.0004	0.0147	0.0	nan	nan	nan
0.6841	58.0	2784	1.2427	0.0175	0.0840	0.0912	nan	0.2804	0.0000	0.1994	0.0072	0.1234	0.0494	0.0012	0.0000	0.0089	0.1627	0.0039	0.0216	0.0228	0.6877	0.0060	0.0	0.1818	0.3524	0.0013	0.1585	0.0	nan	nan	nan	0.0127	0.0000	0.0968	0.0065	0.0485	0.0152	0.0002	0.0000	0.0043	0.0309	0.0018	0.0105	0.0178	0.0868	0.0004	0.0	0.1239	0.0181	0.0009	0.0150	0.0	nan	nan	nan
0.6591	59.0	2832	1.2495	0.0146	0.0782	0.0710	nan	0.2547	0.0000	0.1678	0.0078	0.0671	0.1029	0.0016	0.0001	0.0	0.1353	0.0036	0.0318	0.0003	0.7252	0.0017	0.0	0.1141	0.3545	0.0037	0.1387	0.0	nan	nan	nan	0.0154	0.0000	0.0848	0.0069	0.0255	0.0202	0.0003	0.0001	0.0	0.0317	0.0019	0.0159	0.0003	0.0823	0.0002	0.0	0.0883	0.0171	0.0028	0.0152	0.0	nan	nan	nan
0.6591	60.0	2880	1.2087	0.0167	0.0851	0.0849	nan	0.2507	0.0000	0.2560	0.0062	0.1444	0.0665	0.0014	0.0007	0.0053	0.1534	0.0039	0.0197	0.0021	0.6942	0.0096	0.0	0.1217	0.4241	0.0009	0.1364	0.0	nan	nan	nan	0.0130	0.0000	0.1209	0.0056	0.0550	0.0188	0.0002	0.0006	0.0037	0.0308	0.0021	0.0107	0.0017	0.0778	0.0008	0.0	0.0948	0.0181	0.0006	0.0135	0.0	nan	nan	nan
0.6797	61.0	2928	1.2547	0.0147	0.0900	0.0706	nan	0.2793	0.0000	0.2671	0.0182	0.1145	0.0686	0.0008	0.0001	0.0022	0.2003	0.0025	0.0152	0.0238	0.6535	0.0148	0.0	0.0290	0.5938	0.0032	0.1440	0.0	nan	nan	nan	0.0122	0.0000	0.1146	0.0160	0.0494	0.0216	0.0001	0.0001	0.0014	0.0287	0.0011	0.0087	0.0171	0.0799	0.0011	0.0	0.0249	0.0202	0.0019	0.0136	0.0	nan	nan	nan
0.6797	62.0	2976	1.2159	0.0145	0.0798	0.0765	nan	0.2626	0.0000	0.0793	0.0165	0.1183	0.0672	0.0012	0.0002	0.0034	0.2383	0.0039	0.0164	0.0256	0.6154	0.0119	0.0	0.1236	0.4245	0.0029	0.1443	0.0	nan	nan	nan	0.0124	0.0000	0.0433	0.0136	0.0478	0.0187	0.0002	0.0002	0.0024	0.0304	0.0017	0.0082	0.0201	0.0846	0.0009	0.0	0.0860	0.0174	0.0020	0.0150	0.0	nan	nan	nan
0.6492	63.0	3024	1.1802	0.0159	0.0781	0.0839	nan	0.2122	0.0000	0.1910	0.0088	0.2498	0.0663	0.0008	0.0009	0.0051	0.2170	0.0070	0.0217	0.0301	0.4893	0.0	0.0	0.0564	0.4437	0.0046	0.1050	0.0	nan	nan	nan	0.0137	0.0000	0.0923	0.0077	0.0726	0.0208	0.0002	0.0008	0.0037	0.0377	0.0033	0.0117	0.0254	0.0817	0.0	0.0	0.0447	0.0160	0.0026	0.0116	0.0	nan	nan	nan
0.6492	64.0	3072	1.1654	0.0145	0.0834	0.0744	nan	0.2550	0.0000	0.1254	0.0147	0.1518	0.0822	0.0007	0.0007	0.0058	0.1789	0.0023	0.0190	0.0197	0.6552	0.0059	0.0	0.0648	0.5185	0.0013	0.1505	0.0	nan	nan	nan	0.0123	0.0000	0.0626	0.0124	0.0525	0.0229	0.0001	0.0007	0.0042	0.0364	0.0015	0.0100	0.0160	0.0863	0.0005	0.0	0.0522	0.0217	0.0009	0.0134	0.0	nan	nan	nan
0.6706	65.0	3120	1.1918	0.0144	0.0808	0.0750	nan	0.2405	0.0000	0.1579	0.0128	0.1986	0.0580	0.0009	0.0004	0.0051	0.1937	0.0032	0.0280	0.0167	0.7096	0.0043	0.0	0.0345	0.3909	0.0001	0.1271	0.0	nan	nan	nan	0.0118	0.0000	0.0789	0.0108	0.0680	0.0177	0.0002	0.0004	0.0038	0.0414	0.0019	0.0131	0.0143	0.0828	0.0005	0.0	0.0294	0.0153	0.0001	0.0118	0.0	nan	nan	nan
0.6706	66.0	3168	1.2463	0.0160	0.0841	0.0929	nan	0.2241	0.0000	0.1518	0.0085	0.2679	0.0459	0.0012	0.0002	0.0039	0.2456	0.0035	0.0130	0.0172	0.6746	0.0053	0.0	0.0948	0.4051	0.0045	0.1048	0.0	nan	nan	nan	0.0112	0.0000	0.0796	0.0074	0.0833	0.0179	0.0002	0.0002	0.0025	0.0350	0.0023	0.0071	0.0138	0.0821	0.0007	0.0	0.0739	0.0179	0.0015	0.0102	0.0	nan	nan	nan
0.6345	67.0	3216	1.3235	0.0158	0.0853	0.0901	nan	0.2199	0.0000	0.1460	0.0052	0.2169	0.0592	0.0008	0.0000	0.0034	0.2207	0.0026	0.0203	0.0020	0.7441	0.0185	0.0	0.1198	0.4126	0.0	0.1113	0.0	nan	nan	nan	0.0123	0.0000	0.0825	0.0047	0.0701	0.0211	0.0002	0.0000	0.0032	0.0397	0.0018	0.0112	0.0019	0.0709	0.0010	0.0	0.0905	0.0193	0.0	0.0125	0.0	nan	nan	nan
0.6345	68.0	3264	1.2708	0.0163	0.0894	0.0886	nan	0.2760	0.0000	0.2335	0.0067	0.1587	0.0616	0.0008	0.0013	0.0001	0.2253	0.0029	0.0098	0.0044	0.7374	0.0224	0.0	0.1295	0.4222	0.0	0.1209	0.0	nan	nan	nan	0.0117	0.0000	0.1070	0.0061	0.0590	0.0204	0.0001	0.0012	0.0001	0.0297	0.0018	0.0065	0.0038	0.0693	0.0012	0.0	0.1052	0.0212	0.0	0.0127	0.0	nan	nan	nan
0.6397	69.0	3312	1.2953	0.0170	0.0784	0.1003	nan	0.1821	0.0000	0.1521	0.0270	0.1699	0.0774	0.0009	0.0000	0.0048	0.1387	0.0116	0.0166	0.0041	0.7199	0.0294	0.0	0.1900	0.3017	0.0	0.0893	0.0	nan	nan	nan	0.0138	0.0000	0.0763	0.0215	0.0574	0.0225	0.0002	0.0000	0.0031	0.0198	0.0060	0.0093	0.0038	0.0779	0.0019	0.0	0.1346	0.0175	0.0	0.0096	0.0	nan	nan	nan
0.6397	70.0	3360	1.1926	0.0167	0.0822	0.0896	nan	0.2865	0.0000	0.2155	0.0076	0.1626	0.0772	0.0021	0.0001	0.0	0.2312	0.0031	0.0193	0.0151	0.6085	0.0188	0.0	0.1451	0.3296	0.0	0.0962	0.0	nan	nan	nan	0.0114	0.0000	0.0972	0.0067	0.0578	0.0220	0.0004	0.0000	0.0	0.0333	0.0015	0.0108	0.0138	0.0740	0.0014	0.0	0.1087	0.0180	0.0	0.0106	0.0	nan	nan	nan
0.6304	71.0	3408	1.2335	0.0160	0.0802	0.0862	nan	0.2408	0.0000	0.2261	0.0018	0.1920	0.0783	0.0015	0.0001	0.0035	0.1069	0.0036	0.0286	0.0055	0.6752	0.0232	0.0	0.1032	0.3845	0.0	0.0915	0.0	nan	nan	nan	0.0114	0.0000	0.1082	0.0017	0.0621	0.0232	0.0003	0.0001	0.0031	0.0318	0.0021	0.0143	0.0051	0.0774	0.0018	0.0	0.0783	0.0178	0.0	0.0104	0.0	nan	nan	nan
0.6304	72.0	3456	1.4547	0.0165	0.0824	0.0991	nan	0.2451	0.0000	0.1997	0.0042	0.1545	0.0653	0.0012	0.0003	0.0009	0.0966	0.0044	0.0134	0.0021	0.7544	0.0279	0.0	0.2059	0.3657	0.0	0.0837	0.0	nan	nan	nan	0.0113	0.0000	0.0890	0.0039	0.0722	0.0220	0.0002	0.0002	0.0008	0.0188	0.0028	0.0073	0.0019	0.0555	0.0014	0.0	0.1459	0.0205	0.0	0.0092	0.0	nan	nan	nan
0.6289	73.0	3504	1.2459	0.0159	0.0789	0.0823	nan	0.2227	0.0000	0.2342	0.0057	0.1390	0.0993	0.0010	0.0005	0.0029	0.1215	0.0036	0.0282	0.0079	0.6361	0.0102	0.0	0.1124	0.4040	0.0	0.1009	0.0	nan	nan	nan	0.0114	0.0000	0.1098	0.0052	0.0502	0.0230	0.0002	0.0005	0.0023	0.0234	0.0021	0.0136	0.0072	0.0753	0.0011	0.0	0.0882	0.0195	0.0	0.0112	0.0	nan	nan	nan
0.6289	74.0	3552	1.2551	0.0157	0.0856	0.0872	nan	0.2268	0.0000	0.2333	0.0117	0.2112	0.0540	0.0008	0.0	0.0008	0.2163	0.0029	0.0204	0.0025	0.6722	0.0047	0.0	0.0874	0.4526	0.0	0.1128	0.0	nan	nan	nan	0.0119	0.0000	0.1019	0.0101	0.0791	0.0195	0.0002	0.0	0.0008	0.0461	0.0019	0.0111	0.0023	0.0575	0.0005	0.0	0.0674	0.0191	0.0	0.0111	0.0	nan	nan	nan
0.6003	75.0	3600	1.1725	0.0145	0.0830	0.0852	nan	0.2560	0.0000	0.1764	0.0177	0.2723	0.0506	0.0013	0.0002	0.0047	0.2774	0.0014	0.0198	0.0035	0.5934	0.0294	0.0	0.0502	0.3666	0.0	0.1204	0.0	nan	nan	nan	0.0118	0.0000	0.0796	0.0146	0.0864	0.0188	0.0003	0.0001	0.0036	0.0338	0.0009	0.0106	0.0031	0.0708	0.0026	0.0	0.0412	0.0167	0.0	0.0119	0.0	nan	nan	nan
0.6003	76.0	3648	1.2015	0.0164	0.0787	0.0916	nan	0.2022	0.0000	0.1771	0.0177	0.2056	0.0686	0.0023	0.0001	0.0022	0.3002	0.0043	0.0264	0.0254	0.5027	0.0171	0.0	0.1326	0.3249	0.0	0.1149	0.0	nan	nan	nan	0.0114	0.0000	0.0819	0.0150	0.0698	0.0207	0.0004	0.0001	0.0014	0.0309	0.0021	0.0108	0.0222	0.0746	0.0017	0.0	0.0908	0.0154	0.0	0.0109	0.0	nan	nan	nan
0.6003	77.0	3696	1.1883	0.0155	0.0798	0.0849	nan	0.3007	0.0000	0.1444	0.0155	0.1611	0.0697	0.0026	0.0	0.0005	0.2316	0.0081	0.0147	0.0113	0.5467	0.0212	0.0	0.1400	0.3800	0.0	0.1071	0.0	nan	nan	nan	0.0108	0.0000	0.0761	0.0135	0.0618	0.0210	0.0004	0.0	0.0004	0.0259	0.0034	0.0086	0.0102	0.0675	0.0012	0.0	0.1040	0.0197	0.0	0.0108	0.0	nan	nan	nan
0.6124	78.0	3744	1.3270	0.0178	0.0879	0.1065	nan	0.2157	0.0000	0.2329	0.0116	0.2070	0.0570	0.0010	0.0	0.0004	0.2411	0.0011	0.0185	0.0040	0.7084	0.0015	0.0	0.1939	0.3984	0.0001	0.0814	0.0	nan	nan	nan	0.0121	0.0000	0.1028	0.0101	0.0773	0.0210	0.0002	0.0	0.0004	0.0389	0.0007	0.0092	0.0036	0.0624	0.0002	0.0	0.1285	0.0202	0.0001	0.0095	0.0	nan	nan	nan
0.6124	79.0	3792	1.2718	0.0148	0.0814	0.0823	nan	0.2262	0.0000	0.2114	0.0126	0.1497	0.0764	0.0017	0.0001	0.0003	0.1700	0.0047	0.0135	0.0021	0.7106	0.0073	0.0	0.1044	0.4059	0.0	0.1001	0.0	nan	nan	nan	0.0112	0.0000	0.0983	0.0110	0.0611	0.0235	0.0003	0.0001	0.0002	0.0198	0.0023	0.0074	0.0020	0.0649	0.0004	0.0	0.0810	0.0184	0.0	0.0113	0.0	nan	nan	nan
0.6005	80.0	3840	1.1831	0.0162	0.0818	0.0845	nan	0.2121	0.0001	0.2134	0.0116	0.1773	0.0586	0.0031	0.0000	0.0082	0.2935	0.0022	0.0178	0.0301	0.5793	0.0110	0.0	0.1011	0.3738	0.0003	0.1140	0.0	nan	nan	nan	0.0107	0.0001	0.1034	0.0100	0.0614	0.0173	0.0005	0.0000	0.0032	0.0216	0.0010	0.0087	0.0262	0.0804	0.0011	0.0	0.0794	0.0174	0.0001	0.0117	0.0	nan	nan	nan
0.6005	81.0	3888	1.2142	0.0172	0.0840	0.0953	nan	0.2728	0.0000	0.2334	0.0094	0.1765	0.0650	0.0014	0.0000	0.0	0.2244	0.0032	0.0137	0.0036	0.6342	0.0032	0.0	0.1659	0.3724	0.0	0.0883	0.0	nan	nan	nan	0.0117	0.0000	0.1116	0.0083	0.0624	0.0194	0.0003	0.0000	0.0	0.0337	0.0018	0.0082	0.0033	0.0777	0.0003	0.0	0.1149	0.0181	0.0	0.0099	0.0	nan	nan	nan
0.5908	82.0	3936	1.3135	0.0175	0.0889	0.0973	nan	0.2235	0.0000	0.2180	0.0139	0.2089	0.0567	0.0007	0.0	0.0	0.2530	0.0011	0.0123	0.0028	0.6555	0.0069	0.0	0.1443	0.5157	0.0002	0.0874	0.0	nan	nan	nan	0.0125	0.0000	0.1054	0.0119	0.0757	0.0200	0.0001	0.0	0.0	0.0482	0.0007	0.0072	0.0026	0.0673	0.0004	0.0	0.1065	0.0218	0.0001	0.0098	0.0	nan	nan	nan
0.5908	83.0	3984	1.3454	0.0149	0.0854	0.0837	nan	0.2481	0.0000	0.2467	0.0101	0.1570	0.0516	0.0010	0.0	0.0002	0.1647	0.0052	0.0126	0.0007	0.7486	0.0012	0.0	0.1004	0.4630	0.0	0.0950	0.0	nan	nan	nan	0.0117	0.0000	0.1027	0.0090	0.0682	0.0175	0.0002	0.0	0.0002	0.0276	0.0030	0.0080	0.0007	0.0602	0.0001	0.0	0.0774	0.0193	0.0	0.0108	0.0	nan	nan	nan
0.5708	84.0	4032	1.3311	0.0165	0.0870	0.0939	nan	0.2586	0.0000	0.2285	0.0137	0.1711	0.0606	0.0009	0.0000	0.0	0.1936	0.0010	0.0109	0.0009	0.7308	0.0017	0.0	0.1462	0.4353	0.0003	0.0951	0.0	nan	nan	nan	0.0121	0.0000	0.1035	0.0120	0.0709	0.0191	0.0002	0.0000	0.0	0.0298	0.0007	0.0069	0.0008	0.0629	0.0001	0.0	0.1120	0.0211	0.0002	0.0102	0.0	nan	nan	nan
0.5708	85.0	4080	1.3127	0.0158	0.0823	0.0919	nan	0.2075	0.0000	0.2577	0.0058	0.1750	0.0526	0.0010	0.0000	0.0001	0.1664	0.0026	0.0132	0.0017	0.7396	0.0015	0.0	0.1411	0.3567	0.0004	0.0999	0.0	nan	nan	nan	0.0116	0.0000	0.1130	0.0053	0.0675	0.0167	0.0001	0.0000	0.0001	0.0196	0.0013	0.0073	0.0016	0.0639	0.0001	0.0	0.1059	0.0190	0.0003	0.0104	0.0	nan	nan	nan
0.5809	86.0	4128	1.2602	0.0168	0.0818	0.0962	nan	0.2178	0.0000	0.2367	0.0065	0.1810	0.0729	0.0009	0.0000	0.0	0.1817	0.0019	0.0170	0.0064	0.6552	0.0023	0.0	0.1649	0.3697	0.0004	0.0926	0.0	nan	nan	nan	0.0113	0.0000	0.1097	0.0059	0.0667	0.0209	0.0002	0.0000	0.0	0.0245	0.0010	0.0094	0.0057	0.0692	0.0002	0.0	0.1170	0.0198	0.0003	0.0091	0.0	nan	nan	nan
0.5809	87.0	4176	1.3102	0.0185	0.0873	0.1059	nan	0.2086	0.0000	0.2570	0.0109	0.2057	0.0576	0.0008	0.0	0.0000	0.2105	0.0021	0.0153	0.0084	0.6989	0.0062	0.0	0.1850	0.4009	0.0	0.0904	0.0	nan	nan	nan	0.0109	0.0000	0.1169	0.0098	0.0758	0.0194	0.0001	0.0	0.0000	0.0332	0.0011	0.0080	0.0074	0.0651	0.0004	0.0	0.1392	0.0212	0.0	0.0098	0.0	nan	nan	nan
0.5761	88.0	4224	1.2713	0.0153	0.0765	0.0887	nan	0.1854	0.0000	0.1935	0.0039	0.2328	0.0576	0.0007	0.0	0.0041	0.1946	0.0018	0.0260	0.0065	0.6327	0.0022	0.0	0.1072	0.3433	0.0023	0.0718	0.0	nan	nan	nan	0.0117	0.0000	0.0947	0.0035	0.0685	0.0177	0.0001	0.0	0.0030	0.0212	0.0008	0.0130	0.0059	0.0763	0.0002	0.0	0.0844	0.0174	0.0016	0.0077	0.0	nan	nan	nan
0.5761	89.0	4272	1.2790	0.0156	0.0827	0.0854	nan	0.2105	0.0000	0.1949	0.0102	0.1527	0.0770	0.0009	0.0	0.0004	0.2743	0.0018	0.0121	0.0173	0.6902	0.0165	0.0	0.1208	0.3614	0.0004	0.0917	0.0	nan	nan	nan	0.0111	0.0000	0.0948	0.0090	0.0559	0.0217	0.0002	0.0	0.0004	0.0263	0.0010	0.0065	0.0149	0.0779	0.0011	0.0	0.0909	0.0168	0.0003	0.0093	0.0	nan	nan	nan
0.5568	90.0	4320	1.2847	0.0152	0.0890	0.0840	nan	0.2035	0.0000	0.2614	0.0095	0.1637	0.0614	0.0007	0.0	0.0005	0.2584	0.0009	0.0129	0.0031	0.7226	0.0038	0.0	0.0889	0.5353	0.0	0.0754	0.0	nan	nan	nan	0.0107	0.0000	0.1196	0.0085	0.0648	0.0189	0.0001	0.0	0.0004	0.0230	0.0005	0.0076	0.0028	0.0665	0.0003	0.0	0.0722	0.0219	0.0	0.0081	0.0	nan	nan	nan
0.5568	91.0	4368	1.3326	0.0154	0.0885	0.0858	nan	0.2159	0.0000	0.2703	0.0067	0.1777	0.0573	0.0005	0.0	0.0	0.2233	0.0007	0.0115	0.0018	0.7370	0.0056	0.0	0.0904	0.5141	0.0001	0.0767	0.0	nan	nan	nan	0.0125	0.0000	0.1164	0.0061	0.0725	0.0187	0.0001	0.0	0.0	0.0335	0.0004	0.0074	0.0017	0.0597	0.0003	0.0	0.0716	0.0220	0.0001	0.0087	0.0	nan	nan	nan
0.554	92.0	4416	1.3902	0.0162	0.0856	0.0953	nan	0.1929	0.0000	0.2453	0.0107	0.1534	0.0574	0.0007	0.0	0.0001	0.2154	0.0014	0.0152	0.0005	0.7614	0.0054	0.0	0.1688	0.3814	0.0002	0.0995	0.0	nan	nan	nan	0.0115	0.0000	0.1002	0.0095	0.0706	0.0189	0.0001	0.0	0.0001	0.0216	0.0008	0.0092	0.0005	0.0604	0.0004	0.0	0.1227	0.0181	0.0001	0.0100	0.0	nan	nan	nan
0.554	93.0	4464	1.2789	0.0156	0.0830	0.0912	nan	0.1607	0.0000	0.1985	0.0059	0.2585	0.0565	0.0007	0.0	0.0	0.2410	0.0015	0.0117	0.0055	0.5874	0.0033	0.0	0.0964	0.5239	0.0035	0.0863	0.0	nan	nan	nan	0.0114	0.0000	0.0957	0.0052	0.0797	0.0208	0.0001	0.0	0.0	0.0341	0.0009	0.0074	0.0050	0.0721	0.0003	0.0	0.0716	0.0215	0.0009	0.0087	0.0	nan	nan	nan
0.577	94.0	4512	1.3096	0.0159	0.0831	0.0942	nan	0.1944	0.0001	0.1916	0.0199	0.1826	0.0614	0.0005	0.0	0.0047	0.1903	0.0023	0.0207	0.0055	0.7133	0.0101	0.0	0.1428	0.4086	0.0	0.0959	0.0	nan	nan	nan	0.0114	0.0001	0.0884	0.0171	0.0746	0.0212	0.0001	0.0	0.0027	0.0167	0.0011	0.0110	0.0049	0.0661	0.0006	0.0	0.1016	0.0195	0.0	0.0095	0.0	nan	nan	nan
0.577	95.0	4560	1.3100	0.0153	0.0826	0.0895	nan	0.2120	0.0000	0.1963	0.0096	0.1970	0.0601	0.0010	0.0	0.0	0.2054	0.0016	0.0115	0.0039	0.7279	0.0055	0.0	0.1172	0.4054	0.0001	0.0746	0.0	nan	nan	nan	0.0104	0.0000	0.0931	0.0086	0.0779	0.0203	0.0002	0.0	0.0	0.0266	0.0010	0.0072	0.0036	0.0594	0.0005	0.0	0.0921	0.0185	0.0001	0.0076	0.0	nan	nan	nan
0.5637	96.0	4608	1.3116	0.0151	0.0828	0.0868	nan	0.1820	0.0000	0.2483	0.0084	0.2004	0.0651	0.0007	0.0	0.0	0.2016	0.0011	0.0191	0.0066	0.7025	0.0015	0.0	0.0854	0.4430	0.0000	0.0708	0.0	nan	nan	nan	0.0125	0.0000	0.1078	0.0076	0.0729	0.0212	0.0001	0.0	0.0	0.0260	0.0006	0.0107	0.0060	0.0609	0.0001	0.0	0.0684	0.0191	0.0000	0.0077	0.0	nan	nan	nan
0.5637	97.0	4656	1.2364	0.0170	0.0850	0.0994	nan	0.2260	0.0000	0.2465	0.0087	0.2189	0.0651	0.0006	0.0	0.0009	0.3238	0.0008	0.0104	0.0066	0.6387	0.0252	0.0	0.1544	0.3141	0.0	0.0547	0.0	nan	nan	nan	0.0103	0.0000	0.1090	0.0079	0.0756	0.0215	0.0001	0.0	0.0008	0.0244	0.0004	0.0065	0.0060	0.0709	0.0015	0.0	0.1166	0.0173	0.0	0.0060	0.0	nan	nan	nan
0.5681	98.0	4704	1.4248	0.0168	0.0891	0.1052	nan	0.1738	0.0001	0.2075	0.0026	0.2309	0.0493	0.0004	0.0	0.0007	0.3323	0.0	0.0085	0.0147	0.7208	0.0009	0.0	0.1803	0.4038	0.0013	0.0779	0.0	nan	nan	nan	0.0094	0.0001	0.0972	0.0024	0.0924	0.0195	0.0001	0.0	0.0005	0.0257	0.0	0.0051	0.0127	0.0612	0.0001	0.0	0.1156	0.0199	0.0007	0.0080	0.0	nan	nan	nan
0.5681	99.0	4752	1.2890	0.0140	0.0860	0.0813	nan	0.1888	0.0000	0.2285	0.0051	0.2347	0.0574	0.0006	0.0000	0.0	0.2453	0.0	0.0148	0.0013	0.7181	0.0020	0.0	0.0369	0.5234	0.0	0.0642	0.0	nan	nan	nan	0.0104	0.0000	0.1046	0.0046	0.0849	0.0207	0.0001	0.0000	0.0	0.0368	0.0	0.0097	0.0012	0.0633	0.0002	0.0	0.0288	0.0193	0.0	0.0072	0.0	nan	nan	nan
0.5329	100.0	4800	1.2342	0.0146	0.0862	0.0879	nan	0.1946	0.0000	0.2266	0.0038	0.2914	0.0554	0.0005	0.0	0.0001	0.2821	0.0	0.0095	0.0092	0.6308	0.0146	0.0	0.0391	0.5045	0.0	0.0658	0.0	nan	nan	nan	0.0097	0.0000	0.1082	0.0035	0.0857	0.0202	0.0001	0.0	0.0001	0.0303	0.0	0.0061	0.0083	0.0732	0.0026	0.0	0.0330	0.0205	0.0	0.0071	0.0	nan	nan	nan
0.5329	101.0	4848	1.2943	0.0162	0.0868	0.0959	nan	0.1968	0.0000	0.2730	0.0073	0.2855	0.0493	0.0008	0.0	0.0014	0.3002	0.0	0.0148	0.0028	0.6750	0.0097	0.0	0.0780	0.3782	0.0004	0.0698	0.0	nan	nan	nan	0.0105	0.0000	0.1215	0.0066	0.0909	0.0201	0.0002	0.0	0.0011	0.0352	0.0	0.0089	0.0025	0.0675	0.0013	0.0	0.0631	0.0163	0.0002	0.0075	0.0	nan	nan	nan
0.5329	102.0	4896	1.2775	0.0140	0.0805	0.0840	nan	0.1850	0.0000	0.1728	0.0081	0.2417	0.0642	0.0005	0.0	0.0016	0.2308	0.0021	0.0136	0.0040	0.7203	0.0090	0.0	0.0608	0.3871	0.0	0.0708	0.0	nan	nan	nan	0.0099	0.0000	0.0868	0.0071	0.0773	0.0233	0.0001	0.0	0.0013	0.0270	0.0011	0.0086	0.0036	0.0708	0.0013	0.0	0.0498	0.0170	0.0	0.0073	0.0	nan	nan	nan
0.5419	103.0	4944	1.3673	0.0163	0.0839	0.0990	nan	0.1876	0.0000	0.2436	0.0051	0.3230	0.0427	0.0009	0.0	0.0021	0.2951	0.0009	0.0069	0.0106	0.6366	0.0003	0.0	0.0804	0.3669	0.0036	0.0601	0.0	nan	nan	nan	0.0103	0.0000	0.1156	0.0047	0.1122	0.0189	0.0002	0.0	0.0016	0.0345	0.0006	0.0045	0.0091	0.0553	0.0001	0.0	0.0667	0.0155	0.0008	0.0062	0.0	nan	nan	nan
0.5419	104.0	4992	1.2720	0.0150	0.0809	0.0886	nan	0.1985	0.0000	0.1830	0.0051	0.2256	0.0654	0.0008	0.0	0.0000	0.2745	0.0008	0.0119	0.0076	0.6885	0.0028	0.0	0.1026	0.3507	0.0	0.0656	0.0	nan	nan	nan	0.0096	0.0000	0.0930	0.0047	0.0785	0.0212	0.0002	0.0	0.0000	0.0301	0.0006	0.0075	0.0070	0.0650	0.0003	0.0	0.0805	0.0160	0.0	0.0068	0.0	nan	nan	nan
0.5401	105.0	5040	1.3238	0.0151	0.0859	0.0891	nan	0.2216	0.0000	0.2070	0.0110	0.2641	0.0438	0.0008	0.0	0.0017	0.2779	0.0023	0.0093	0.0111	0.7154	0.0030	0.0	0.0595	0.4045	0.0032	0.0838	0.0	nan	nan	nan	0.0104	0.0000	0.0935	0.0097	0.0997	0.0182	0.0001	0.0	0.0010	0.0302	0.0013	0.0058	0.0099	0.0666	0.0003	0.0	0.0501	0.0168	0.0008	0.0086	0.0	nan	nan	nan
0.5401	106.0	5088	1.2726	0.0155	0.0831	0.0922	nan	0.1917	0.0000	0.1795	0.0153	0.2318	0.0716	0.0007	0.0	0.0058	0.3061	0.0001	0.0159	0.0051	0.7051	0.0041	0.0	0.1038	0.3365	0.0000	0.0693	0.0	nan	nan	nan	0.0106	0.0000	0.0846	0.0130	0.0790	0.0234	0.0001	0.0	0.0039	0.0311	0.0001	0.0094	0.0048	0.0644	0.0004	0.0	0.0862	0.0164	0.0000	0.0077	0.0	nan	nan	nan
0.5515	107.0	5136	1.1910	0.0162	0.0820	0.0913	nan	0.2194	0.0002	0.1770	0.0194	0.1921	0.0755	0.0012	0.0	0.0038	0.3463	0.0033	0.0078	0.0183	0.5902	0.0177	0.0	0.1304	0.3410	0.0	0.0709	0.0	nan	nan	nan	0.0105	0.0002	0.0853	0.0163	0.0672	0.0221	0.0002	0.0	0.0020	0.0238	0.0020	0.0050	0.0166	0.0785	0.0017	0.0	0.0972	0.0167	0.0	0.0074	0.0	nan	nan	nan
0.5515	108.0	5184	1.2944	0.0140	0.0852	0.0799	nan	0.1739	0.0002	0.2373	0.0065	0.2052	0.0631	0.0007	0.0	0.0001	0.2670	0.0020	0.0084	0.0044	0.7099	0.0070	0.0	0.0477	0.4948	0.0	0.0711	0.0	nan	nan	nan	0.0098	0.0002	0.1070	0.0060	0.0738	0.0206	0.0001	0.0	0.0001	0.0282	0.0013	0.0055	0.0041	0.0664	0.0007	0.0	0.0402	0.0193	0.0	0.0079	0.0	nan	nan	nan
0.5296	109.0	5232	1.3745	0.0164	0.0885	0.0964	nan	0.1982	0.0000	0.2757	0.0118	0.2140	0.0568	0.0008	0.0	0.0022	0.3174	0.0027	0.0025	0.0070	0.7190	0.0075	0.0	0.1192	0.3908	0.0	0.0629	0.0	nan	nan	nan	0.0110	0.0000	0.1169	0.0106	0.0837	0.0200	0.0001	0.0	0.0020	0.0273	0.0016	0.0017	0.0065	0.0535	0.0009	0.0	0.0959	0.0196	0.0	0.0073	0.0	nan	nan	nan
0.5296	110.0	5280	1.3819	0.0158	0.0825	0.0932	nan	0.1967	0.0000	0.2090	0.0072	0.1856	0.0718	0.0005	0.0	0.0	0.2177	0.0016	0.0111	0.0034	0.7188	0.0000	0.0	0.1449	0.3871	0.0001	0.0713	0.0	nan	nan	nan	0.0108	0.0000	0.0999	0.0065	0.0686	0.0230	0.0001	0.0	0.0	0.0336	0.0010	0.0071	0.0032	0.0572	0.0000	0.0	0.1048	0.0192	0.0001	0.0079	0.0	nan	nan	nan
0.5386	111.0	5328	1.5064	0.0146	0.0850	0.0846	nan	0.2352	0.0000	0.1937	0.0077	0.1566	0.0809	0.0004	0.0	0.0	0.2369	0.0003	0.0083	0.0021	0.7703	0.0048	0.0	0.1112	0.4209	0.0	0.0664	0.0	nan	nan	nan	0.0123	0.0000	0.0904	0.0070	0.0667	0.0261	0.0001	0.0	0.0	0.0321	0.0002	0.0052	0.0020	0.0498	0.0007	0.0	0.0890	0.0204	0.0	0.0073	0.0	nan	nan	nan
0.5386	112.0	5376	1.2551	0.0162	0.0821	0.0905	nan	0.1777	0.0000	0.2306	0.0201	0.1682	0.0816	0.0008	0.0	0.0006	0.3014	0.0004	0.0167	0.0173	0.5907	0.0	0.0	0.1263	0.4027	0.0001	0.0821	0.0	nan	nan	nan	0.0111	0.0000	0.0991	0.0170	0.0593	0.0241	0.0001	0.0	0.0003	0.0273	0.0002	0.0099	0.0154	0.0768	0.0	0.0	0.0847	0.0188	0.0000	0.0089	0.0	nan	nan	nan
0.5373	113.0	5424	1.2436	0.0147	0.0821	0.0823	nan	0.1948	0.0000	0.1856	0.0140	0.2129	0.0644	0.0007	0.0	0.0022	0.3612	0.0002	0.0147	0.0089	0.6229	0.0	0.0	0.0715	0.3931	0.0007	0.0690	0.0	nan	nan	nan	0.0104	0.0000	0.0903	0.0119	0.0722	0.0205	0.0001	0.0	0.0015	0.0322	0.0001	0.0091	0.0080	0.0748	0.0	0.0	0.0550	0.0169	0.0002	0.0076	0.0	nan	nan	nan
0.5373	114.0	5472	1.3045	0.0169	0.0893	0.0987	nan	0.1863	0.0000	0.2489	0.0310	0.2009	0.0564	0.0007	0.0	0.0077	0.3286	0.0008	0.0077	0.0122	0.6868	0.0060	0.0	0.1259	0.4215	0.0001	0.0884	0.0	nan	nan	nan	0.0104	0.0000	0.1023	0.0263	0.0810	0.0195	0.0001	0.0	0.0038	0.0192	0.0005	0.0049	0.0107	0.0733	0.0006	0.0	0.0919	0.0188	0.0000	0.0093	0.0	nan	nan	nan
0.5413	115.0	5520	1.2956	0.0143	0.0855	0.0766	nan	0.2049	0.0000	0.1904	0.0133	0.1069	0.0930	0.0009	0.0	0.0	0.3434	0.0001	0.0075	0.0113	0.7070	0.0042	0.0	0.0976	0.4396	0.0	0.0896	0.0	nan	nan	nan	0.0108	0.0000	0.0917	0.0116	0.0431	0.0236	0.0002	0.0	0.0	0.0247	0.0000	0.0047	0.0100	0.0782	0.0005	0.0	0.0741	0.0185	0.0	0.0094	0.0	nan	nan	nan
0.5413	116.0	5568	1.3371	0.0143	0.0858	0.0785	nan	0.1930	0.0000	0.2056	0.0171	0.1235	0.0952	0.0003	0.0	0.0009	0.3235	0.0015	0.0089	0.0066	0.6994	0.0084	0.0	0.0890	0.4675	0.0	0.0765	0.0	nan	nan	nan	0.0103	0.0000	0.0967	0.0148	0.0505	0.0265	0.0001	0.0	0.0006	0.0235	0.0011	0.0057	0.0060	0.0695	0.0008	0.0	0.0659	0.0192	0.0	0.0084	0.0	nan	nan	nan
0.514	117.0	5616	1.3462	0.0149	0.0885	0.0871	nan	0.2187	0.0000	0.2116	0.0161	0.2155	0.0595	0.0005	0.0	0.0049	0.3170	0.0003	0.0030	0.0167	0.7119	0.0016	0.0	0.0683	0.4555	0.0007	0.0869	0.0	nan	nan	nan	0.0106	0.0000	0.0963	0.0139	0.0858	0.0220	0.0001	0.0	0.0026	0.0212	0.0002	0.0020	0.0142	0.0641	0.0002	0.0	0.0561	0.0194	0.0003	0.0087	0.0	nan	nan	nan
0.514	118.0	5664	1.2363	0.0145	0.0817	0.0857	nan	0.1878	0.0001	0.1674	0.0188	0.2103	0.0714	0.0007	0.0	0.0000	0.3029	0.0021	0.0026	0.0142	0.6570	0.0103	0.0	0.0826	0.4033	0.0	0.0740	0.0	nan	nan	nan	0.0103	0.0001	0.0820	0.0160	0.0729	0.0226	0.0001	0.0	0.0000	0.0199	0.0013	0.0017	0.0126	0.0720	0.0009	0.0	0.0666	0.0181	0.0	0.0080	0.0	nan	nan	nan
0.5114	119.0	5712	1.3435	0.0156	0.0843	0.0955	nan	0.1576	0.0001	0.1689	0.0136	0.2591	0.0553	0.0007	0.0	0.0063	0.2775	0.0022	0.0035	0.0216	0.6781	0.0014	0.0	0.0999	0.4551	0.0007	0.0737	0.0	nan	nan	nan	0.0111	0.0001	0.0798	0.0115	0.0901	0.0215	0.0001	0.0	0.0030	0.0178	0.0013	0.0023	0.0181	0.0743	0.0002	0.0	0.0780	0.0192	0.0002	0.0076	0.0	nan	nan	nan
0.5114	120.0	5760	1.2893	0.0165	0.0804	0.0985	nan	0.1817	0.0000	0.3052	0.0074	0.2533	0.0606	0.0007	0.0	0.0	0.2080	0.0007	0.0055	0.0160	0.6213	0.0101	0.0	0.1093	0.3247	0.0000	0.0674	0.0	nan	nan	nan	0.0097	0.0000	0.1263	0.0068	0.0847	0.0215	0.0001	0.0	0.0	0.0168	0.0004	0.0036	0.0146	0.0681	0.0007	0.0	0.0845	0.0169	0.0000	0.0074	0.0	nan	nan	nan
0.5228	121.0	5808	1.2508	0.0166	0.0834	0.0953	nan	0.1628	0.0001	0.2252	0.0106	0.2794	0.0596	0.0010	0.0	0.0044	0.2842	0.0014	0.0163	0.0293	0.4929	0.0001	0.0	0.0856	0.5184	0.0	0.0817	0.0	nan	nan	nan	0.0098	0.0001	0.1010	0.0092	0.0952	0.0211	0.0002	0.0	0.0024	0.0185	0.0008	0.0099	0.0256	0.0745	0.0000	0.0	0.0673	0.0205	0.0	0.0082	0.0	nan	nan	nan
0.5228	122.0	5856	1.2542	0.0163	0.0833	0.0940	nan	0.1850	0.0001	0.1791	0.0178	0.2246	0.0620	0.0009	0.0	0.0128	0.3082	0.0010	0.0107	0.0251	0.5348	0.0004	0.0014	0.1224	0.4796	0.0	0.0829	0.0	nan	nan	nan	0.0104	0.0001	0.0858	0.0151	0.0842	0.0196	0.0001	0.0	0.0049	0.0167	0.0006	0.0067	0.0222	0.0759	0.0000	0.0006	0.0813	0.0226	0.0	0.0085	0.0	nan	nan	nan
0.4857	123.0	5904	1.3105	0.0161	0.0881	0.0968	nan	0.1852	0.0000	0.2511	0.0142	0.2174	0.0638	0.0003	0.0	0.0013	0.2942	0.0	0.0034	0.0080	0.6414	0.0047	0.0	0.1260	0.4870	0.0	0.0801	0.0	nan	nan	nan	0.0103	0.0000	0.1055	0.0125	0.0796	0.0214	0.0001	0.0	0.0009	0.0203	0.0	0.0023	0.0074	0.0690	0.0006	0.0	0.0886	0.0233	0.0	0.0084	0.0	nan	nan	nan
0.4857	124.0	5952	1.3177	0.0164	0.0817	0.0975	nan	0.1775	0.0000	0.2181	0.0096	0.2109	0.0740	0.0006	0.0	0.0137	0.3151	0.0002	0.0047	0.0143	0.5837	0.0	0.0	0.1555	0.3653	0.0	0.0622	0.0	nan	nan	nan	0.0104	0.0000	0.0987	0.0085	0.0746	0.0228	0.0001	0.0	0.0050	0.0154	0.0001	0.0030	0.0129	0.0735	0.0	0.0	0.1091	0.0189	0.0	0.0066	0.0	nan	nan	nan
0.5097	125.0	6000	1.3394	0.0164	0.0801	0.0982	nan	0.1884	0.0000	0.2331	0.0084	0.1937	0.0881	0.0005	0.0	0.0	0.2734	0.0000	0.0007	0.0046	0.5949	0.0060	0.0	0.1731	0.3391	0.0	0.0587	0.0	nan	nan	nan	0.0101	0.0000	0.1044	0.0076	0.0676	0.0256	0.0001	0.0	0.0	0.0267	0.0000	0.0005	0.0043	0.0663	0.0005	0.0	0.1213	0.0178	0.0	0.0066	0.0	nan	nan	nan
0.5097	126.0	6048	1.3406	0.0167	0.0854	0.1017	nan	0.1770	0.0000	0.2147	0.0160	0.2497	0.0500	0.0007	0.0	0.0020	0.3150	0.0000	0.0054	0.0134	0.6272	0.0012	0.0	0.1425	0.4010	0.0	0.0896	0.0	nan	nan	nan	0.0113	0.0000	0.0974	0.0136	0.0847	0.0185	0.0001	0.0	0.0013	0.0272	0.0000	0.0034	0.0121	0.0705	0.0002	0.0	0.0996	0.0191	0.0	0.0087	0.0	nan	nan	nan
0.5097	127.0	6096	1.3125	0.0155	0.0823	0.0891	nan	0.1941	0.0000	0.2139	0.0114	0.2019	0.0647	0.0004	0.0	0.0014	0.2749	0.0005	0.0057	0.0170	0.6250	0.0091	0.0	0.1079	0.4191	0.0	0.0749	0.0	nan	nan	nan	0.0099	0.0000	0.1006	0.0101	0.0766	0.0204	0.0001	0.0	0.0010	0.0196	0.0003	0.0037	0.0150	0.0664	0.0009	0.0	0.0840	0.0184	0.0	0.0077	0.0	nan	nan	nan
0.4984	128.0	6144	1.2953	0.0156	0.0789	0.0920	nan	0.1999	0.0000	0.1504	0.0123	0.2160	0.0656	0.0006	0.0	0.0083	0.3040	0.0	0.0107	0.0144	0.6057	0.0153	0.0	0.1368	0.3188	0.0	0.0703	0.0	nan	nan	nan	0.0105	0.0000	0.0739	0.0106	0.0769	0.0206	0.0001	0.0	0.0032	0.0181	0.0	0.0065	0.0133	0.0709	0.0008	0.0	0.1070	0.0166	0.0	0.0078	0.0	nan	nan	nan
0.4984	129.0	6192	1.3166	0.0165	0.0841	0.0960	nan	0.1772	0.0000	0.2340	0.0081	0.2253	0.0724	0.0005	0.0	0.0024	0.3501	0.0	0.0060	0.0186	0.6166	0.0111	0.0	0.1275	0.3460	0.0	0.0747	0.0	nan	nan	nan	0.0107	0.0000	0.1040	0.0072	0.0771	0.0225	0.0001	0.0	0.0012	0.0219	0.0	0.0038	0.0167	0.0669	0.0009	0.0	0.1029	0.0171	0.0	0.0080	0.0	nan	nan	nan
0.5077	130.0	6240	1.3488	0.0155	0.0884	0.0940	nan	0.2177	0.0001	0.1549	0.0072	0.2013	0.0586	0.0006	0.0	0.0008	0.4122	0.0	0.0040	0.0113	0.6598	0.0040	0.0	0.1547	0.4232	0.0	0.0762	0.0	nan	nan	nan	0.0097	0.0001	0.0757	0.0064	0.0782	0.0191	0.0001	0.0	0.0006	0.0241	0.0	0.0025	0.0103	0.0625	0.0004	0.0	0.1156	0.0216	0.0	0.0082	0.0	nan	nan	nan
0.5077	131.0	6288	1.3287	0.0143	0.0913	0.0830	nan	0.1964	0.0001	0.1632	0.0248	0.2241	0.0595	0.0004	0.0	0.0044	0.5131	0.0	0.0033	0.0244	0.6307	0.0018	0.0	0.0436	0.4921	0.0002	0.0829	0.0	nan	nan	nan	0.0104	0.0001	0.0790	0.0206	0.0853	0.0215	0.0001	0.0	0.0025	0.0245	0.0	0.0021	0.0206	0.0685	0.0003	0.0	0.0367	0.0196	0.0000	0.0083	0.0	nan	nan	nan
0.5215	132.0	6336	1.2980	0.0144	0.0850	0.0765	nan	0.2088	0.0001	0.2006	0.0091	0.1567	0.0697	0.0008	0.0	0.0010	0.4827	0.0	0.0055	0.0216	0.5769	0.0064	0.0	0.0804	0.3965	0.0	0.0791	0.0	nan	nan	nan	0.0097	0.0001	0.0990	0.0081	0.0632	0.0195	0.0001	0.0	0.0007	0.0202	0.0	0.0034	0.0192	0.0676	0.0005	0.0	0.0660	0.0172	0.0	0.0081	0.0	nan	nan	nan
0.5215	133.0	6384	1.3649	0.0155	0.0863	0.0897	nan	0.1865	0.0001	0.1804	0.0141	0.1931	0.0633	0.0005	0.0	0.0008	0.4157	0.0	0.0048	0.0125	0.5655	0.0011	0.0	0.1306	0.4831	0.0021	0.0750	0.0	nan	nan	nan	0.0098	0.0001	0.0893	0.0121	0.0750	0.0212	0.0001	0.0	0.0007	0.0280	0.0	0.0030	0.0113	0.0626	0.0001	0.0	0.0919	0.0203	0.0005	0.0075	0.0	nan	nan	nan
0.502	134.0	6432	1.2773	0.0141	0.0851	0.0791	nan	0.2048	0.0001	0.1900	0.0236	0.1795	0.0676	0.0005	0.0	0.0009	0.4414	0.0	0.0040	0.0137	0.5999	0.0039	0.0	0.0643	0.4274	0.0	0.0751	0.0	nan	nan	nan	0.0100	0.0001	0.0913	0.0200	0.0654	0.0211	0.0001	0.0	0.0008	0.0285	0.0	0.0026	0.0122	0.0634	0.0006	0.0	0.0534	0.0183	0.0	0.0078	0.0	nan	nan	nan
0.502	135.0	6480	1.3083	0.0156	0.0856	0.0915	nan	0.1924	0.0000	0.2097	0.0107	0.2626	0.0539	0.0007	0.0	0.0011	0.3881	0.0	0.0031	0.0207	0.5498	0.0014	0.0	0.0845	0.4496	0.0019	0.0807	0.0	nan	nan	nan	0.0109	0.0000	0.0971	0.0093	0.0907	0.0207	0.0001	0.0	0.0008	0.0262	0.0	0.0021	0.0186	0.0657	0.0002	0.0	0.0676	0.0188	0.0004	0.0081	0.0	nan	nan	nan
0.4821	136.0	6528	1.2564	0.0148	0.0875	0.0833	nan	0.2301	0.0002	0.1408	0.0305	0.1894	0.0626	0.0007	0.0	0.0076	0.4617	0.0001	0.0067	0.0286	0.5539	0.0	0.0	0.0775	0.4886	0.0	0.0841	0.0	nan	nan	nan	0.0106	0.0002	0.0675	0.0246	0.0768	0.0199	0.0001	0.0	0.0030	0.0193	0.0001	0.0041	0.0251	0.0723	0.0	0.0	0.0639	0.0194	0.0	0.0088	0.0	nan	nan	nan
0.4821	137.0	6576	1.2792	0.0155	0.0842	0.0855	nan	0.1912	0.0001	0.1675	0.0250	0.1668	0.0789	0.0005	0.0	0.0026	0.4247	0.0	0.0066	0.0226	0.5466	0.0	0.0	0.1107	0.4500	0.0	0.0784	0.0	nan	nan	nan	0.0105	0.0001	0.0836	0.0204	0.0655	0.0223	0.0001	0.0	0.0015	0.0232	0.0	0.0043	0.0200	0.0700	0.0	0.0	0.0853	0.0187	0.0	0.0080	0.0	nan	nan	nan
0.4961	138.0	6624	1.3011	0.0143	0.0765	0.0845	nan	0.1695	0.0003	0.1182	0.0193	0.1789	0.0789	0.0008	0.0	0.0011	0.2932	0.0007	0.0078	0.0171	0.5843	0.0066	0.0	0.1192	0.3943	0.0	0.0740	0.0	nan	nan	nan	0.0108	0.0003	0.0606	0.0157	0.0674	0.0229	0.0001	0.0	0.0007	0.0172	0.0004	0.0048	0.0154	0.0644	0.0008	0.0	0.0938	0.0178	0.0	0.0078	0.0	nan	nan	nan
0.4961	139.0	6672	1.3100	0.0151	0.0841	0.0843	nan	0.1851	0.0002	0.2048	0.0102	0.2005	0.0631	0.0005	0.0	0.0016	0.3962	0.0	0.0056	0.0179	0.5492	0.0073	0.0	0.0934	0.4562	0.0006	0.0781	0.0	nan	nan	nan	0.0102	0.0002	0.0970	0.0089	0.0753	0.0202	0.0001	0.0	0.0009	0.0222	0.0	0.0035	0.0161	0.0629	0.0009	0.0	0.0756	0.0193	0.0001	0.0081	0.0	nan	nan	nan
0.4927	140.0	6720	1.2992	0.0155	0.0887	0.0880	nan	0.2207	0.0001	0.2244	0.0085	0.1996	0.0644	0.0004	0.0	0.0036	0.4055	0.0	0.0076	0.0091	0.6280	0.0051	0.0	0.1060	0.4293	0.0	0.0820	0.0	nan	nan	nan	0.0097	0.0001	0.1017	0.0075	0.0742	0.0210	0.0001	0.0	0.0022	0.0258	0.0	0.0046	0.0082	0.0650	0.0007	0.0	0.0857	0.0200	0.0	0.0085	0.0	nan	nan	nan
0.4927	141.0	6768	1.2745	0.0155	0.0855	0.0882	nan	0.1837	0.0001	0.2110	0.0142	0.2095	0.0642	0.0006	0.0	0.0034	0.4032	0.0	0.0056	0.0213	0.5717	0.0000	0.0005	0.0965	0.4543	0.0	0.0699	0.0	nan	nan	nan	0.0092	0.0001	0.0966	0.0123	0.0756	0.0203	0.0001	0.0	0.0019	0.0236	0.0	0.0035	0.0188	0.0712	0.0000	0.0003	0.0751	0.0193	0.0	0.0073	0.0	nan	nan	nan
0.4693	142.0	6816	1.2746	0.0150	0.0815	0.0869	nan	0.1935	0.0000	0.1670	0.0205	0.2050	0.0724	0.0004	0.0	0.0025	0.3542	0.0	0.0016	0.0235	0.5811	0.0	0.0	0.0940	0.4185	0.0	0.0670	0.0	nan	nan	nan	0.0099	0.0000	0.0811	0.0170	0.0707	0.0226	0.0001	0.0	0.0018	0.0227	0.0	0.0010	0.0211	0.0702	0.0	0.0	0.0747	0.0187	0.0	0.0070	0.0	nan	nan	nan
0.4693	143.0	6864	1.3297	0.0157	0.0845	0.0883	nan	0.2013	0.0002	0.2136	0.0138	0.1899	0.0653	0.0006	0.0	0.0008	0.3275	0.0	0.0015	0.0149	0.6136	0.0025	0.0	0.1107	0.4545	0.0	0.0715	0.0	nan	nan	nan	0.0099	0.0002	0.1007	0.0120	0.0714	0.0207	0.0001	0.0	0.0007	0.0286	0.0	0.0010	0.0136	0.0654	0.0004	0.0	0.0874	0.0185	0.0	0.0077	0.0	nan	nan	nan
0.4892	144.0	6912	1.3050	0.0156	0.0865	0.0844	nan	0.2023	0.0002	0.2437	0.0159	0.1714	0.0651	0.0007	0.0	0.0029	0.3479	0.0	0.0052	0.0295	0.5656	0.0	0.0	0.0854	0.5309	0.0	0.0682	0.0	nan	nan	nan	0.0098	0.0002	0.1090	0.0139	0.0692	0.0199	0.0001	0.0	0.0020	0.0211	0.0	0.0031	0.0258	0.0674	0.0	0.0	0.0690	0.0199	0.0	0.0070	0.0	nan	nan	nan
0.4892	145.0	6960	1.3711	0.0151	0.0840	0.0862	nan	0.1778	0.0001	0.1797	0.0177	0.1704	0.0737	0.0005	0.0	0.0033	0.3575	0.0	0.0047	0.0190	0.6353	0.0001	0.0	0.1111	0.4407	0.0	0.0768	0.0	nan	nan	nan	0.0100	0.0001	0.0872	0.0152	0.0674	0.0229	0.0001	0.0	0.0024	0.0233	0.0	0.0030	0.0169	0.0602	0.0000	0.0	0.0862	0.0189	0.0	0.0082	0.0	nan	nan	nan
0.4803	146.0	7008	1.3350	0.0146	0.0796	0.0876	nan	0.1785	0.0000	0.1959	0.0096	0.2296	0.0671	0.0004	0.0	0.0008	0.3137	0.0	0.0020	0.0176	0.6005	0.0	0.0	0.0899	0.3801	0.0	0.0630	0.0	nan	nan	nan	0.0112	0.0000	0.0942	0.0083	0.0737	0.0223	0.0001	0.0	0.0006	0.0224	0.0	0.0013	0.0159	0.0637	0.0	0.0	0.0719	0.0168	0.0	0.0070	0.0	nan	nan	nan
0.4803	147.0	7056	1.3329	0.0153	0.0880	0.0901	nan	0.1967	0.0001	0.1560	0.0157	0.2322	0.0574	0.0004	0.0	0.0023	0.4195	0.0	0.0028	0.0273	0.6261	0.0	0.0	0.0906	0.4771	0.0005	0.0716	0.0	nan	nan	nan	0.0102	0.0001	0.0779	0.0133	0.0835	0.0215	0.0001	0.0	0.0013	0.0241	0.0	0.0018	0.0235	0.0726	0.0	0.0	0.0711	0.0189	0.0001	0.0075	0.0	nan	nan	nan
0.4747	148.0	7104	1.3633	0.0150	0.0866	0.0879	nan	0.1775	0.0000	0.2257	0.0188	0.2372	0.0583	0.0004	0.0	0.0014	0.3533	0.0	0.0029	0.0081	0.6148	0.0018	0.0	0.0672	0.4976	0.0012	0.0729	0.0	nan	nan	nan	0.0097	0.0000	0.0987	0.0160	0.0875	0.0219	0.0001	0.0	0.0010	0.0287	0.0	0.0019	0.0073	0.0646	0.0003	0.0	0.0562	0.0189	0.0003	0.0076	0.0	nan	nan	nan
0.4747	149.0	7152	1.2939	0.0152	0.0801	0.0891	nan	0.1814	0.0001	0.1433	0.0162	0.1832	0.0784	0.0005	0.0	0.0025	0.3669	0.0	0.0060	0.0149	0.5767	0.0	0.0	0.1403	0.3868	0.0001	0.0647	0.0	nan	nan	nan	0.0095	0.0001	0.0697	0.0136	0.0678	0.0228	0.0001	0.0	0.0018	0.0269	0.0	0.0036	0.0134	0.0728	0.0	0.0	0.0999	0.0181	0.0000	0.0069	0.0	nan	nan	nan
0.47	150.0	7200	1.3177	0.0154	0.0855	0.0921	nan	0.1746	0.0001	0.2169	0.0125	0.2523	0.0547	0.0006	0.0	0.0014	0.4163	0.0	0.0016	0.0101	0.6094	0.0	0.0	0.0943	0.3946	0.0009	0.0687	0.0	nan	nan	nan	0.0098	0.0001	0.0946	0.0109	0.0875	0.0202	0.0001	0.0	0.0011	0.0296	0.0	0.0011	0.0091	0.0670	0.0	0.0	0.0746	0.0173	0.0003	0.0071	0.0	nan	nan	nan
0.47	151.0	7248	1.2909	0.0146	0.0816	0.0873	nan	0.1714	0.0001	0.1239	0.0196	0.2221	0.0677	0.0006	0.0	0.0018	0.4095	0.0	0.0010	0.0169	0.5528	0.0	0.0	0.1038	0.4439	0.0004	0.0674	0.0	nan	nan	nan	0.0103	0.0001	0.0616	0.0162	0.0784	0.0225	0.0001	0.0	0.0014	0.0287	0.0	0.0006	0.0152	0.0704	0.0	0.0	0.0777	0.0179	0.0001	0.0072	0.0	nan	nan	nan
0.47	152.0	7296	1.2908	0.0142	0.0820	0.0849	nan	0.1664	0.0001	0.1167	0.0153	0.2496	0.0572	0.0006	0.0	0.0019	0.4636	0.0	0.0034	0.0201	0.5445	0.0	0.0	0.0792	0.4234	0.0007	0.0722	0.0	nan	nan	nan	0.0104	0.0001	0.0595	0.0128	0.0827	0.0204	0.0001	0.0	0.0013	0.0296	0.0	0.0021	0.0179	0.0743	0.0	0.0	0.0623	0.0175	0.0001	0.0074	0.0	nan	nan	nan
0.4894	153.0	7344	1.2685	0.0137	0.0832	0.0778	nan	0.1905	0.0000	0.1203	0.0164	0.1875	0.0669	0.0006	0.0000	0.0019	0.4443	0.0	0.0019	0.0204	0.5637	0.0	0.0	0.0769	0.4729	0.0007	0.0810	0.0	nan	nan	nan	0.0104	0.0000	0.0594	0.0136	0.0683	0.0210	0.0001	0.0000	0.0013	0.0327	0.0	0.0012	0.0182	0.0706	0.0	0.0	0.0609	0.0188	0.0001	0.0083	0.0	nan	nan	nan
0.4894	154.0	7392	1.3052	0.0139	0.0797	0.0856	nan	0.1742	0.0000	0.0737	0.0103	0.2285	0.0598	0.0004	0.0	0.0014	0.3736	0.0	0.0061	0.0171	0.5969	0.0	0.0	0.1106	0.4292	0.0004	0.0694	0.0	nan	nan	nan	0.0110	0.0000	0.0406	0.0086	0.0759	0.0199	0.0001	0.0	0.0010	0.0332	0.0	0.0038	0.0151	0.0719	0.0	0.0	0.0810	0.0184	0.0001	0.0074	0.0	nan	nan	nan
0.4647	155.0	7440	1.3893	0.0145	0.0875	0.0840	nan	0.1727	0.0001	0.1515	0.0174	0.1857	0.0695	0.0004	0.0001	0.0012	0.4031	0.0	0.0070	0.0085	0.7061	0.0004	0.0	0.0910	0.4717	0.0008	0.0766	0.0	nan	nan	nan	0.0106	0.0001	0.0740	0.0145	0.0724	0.0228	0.0001	0.0001	0.0008	0.0297	0.0	0.0043	0.0075	0.0650	0.0001	0.0	0.0758	0.0198	0.0002	0.0077	0.0	nan	nan	nan
0.4647	156.0	7488	1.3615	0.0144	0.0881	0.0852	nan	0.1878	0.0001	0.1913	0.0187	0.2185	0.0601	0.0005	0.0	0.0008	0.4053	0.0	0.0045	0.0039	0.6641	0.0026	0.0	0.0709	0.4819	0.0012	0.0675	0.0	nan	nan	nan	0.0102	0.0001	0.0872	0.0160	0.0814	0.0220	0.0001	0.0	0.0007	0.0278	0.0	0.0028	0.0036	0.0623	0.0004	0.0	0.0599	0.0198	0.0003	0.0074	0.0	nan	nan	nan
0.4655	157.0	7536	1.3266	0.0150	0.0819	0.0895	nan	0.1667	0.0001	0.1433	0.0253	0.2116	0.0644	0.0005	0.0	0.0010	0.3435	0.0006	0.0034	0.0154	0.5955	0.0010	0.0	0.1085	0.4503	0.0006	0.0782	0.0	nan	nan	nan	0.0107	0.0001	0.0683	0.0206	0.0755	0.0213	0.0001	0.0	0.0008	0.0273	0.0004	0.0022	0.0138	0.0674	0.0001	0.0	0.0823	0.0198	0.0001	0.0080	0.0	nan	nan	nan
0.4655	158.0	7584	1.3551	0.0153	0.0825	0.0910	nan	0.1748	0.0001	0.1696	0.0144	0.2208	0.0586	0.0005	0.0000	0.0009	0.2936	0.0008	0.0079	0.0142	0.6878	0.0008	0.0	0.1080	0.4029	0.0007	0.0710	0.0	nan	nan	nan	0.0110	0.0001	0.0805	0.0122	0.0812	0.0205	0.0001	0.0000	0.0006	0.0271	0.0005	0.0048	0.0125	0.0710	0.0001	0.0	0.0825	0.0177	0.0001	0.0072	0.0	nan	nan	nan
0.484	159.0	7632	1.3213	0.0154	0.0816	0.0916	nan	0.1740	0.0000	0.1703	0.0218	0.2046	0.0666	0.0005	0.0	0.0010	0.3533	0.0003	0.0067	0.0075	0.6038	0.0002	0.0	0.1287	0.3981	0.0002	0.0651	0.0002	nan	nan	nan	0.0111	0.0000	0.0780	0.0182	0.0738	0.0214	0.0001	0.0	0.0007	0.0281	0.0002	0.0042	0.0068	0.0691	0.0000	0.0	0.0932	0.0186	0.0001	0.0072	0.0000	nan	nan	nan
0.484	160.0	7680	1.3511	0.0150	0.0834	0.0858	nan	0.1713	0.0001	0.1630	0.0186	0.1626	0.0783	0.0005	0.0000	0.0011	0.3647	0.0005	0.0078	0.0188	0.6233	0.0	0.0	0.1173	0.4539	0.0005	0.0670	0.0025	nan	nan	nan	0.0100	0.0001	0.0772	0.0157	0.0674	0.0236	0.0001	0.0000	0.0007	0.0204	0.0003	0.0045	0.0168	0.0675	0.0	0.0	0.0891	0.0199	0.0001	0.0069	0.0001	nan	nan	nan
0.4734	161.0	7728	1.4076	0.0147	0.0836	0.0869	nan	0.1670	0.0002	0.1425	0.0255	0.1713	0.0662	0.0005	0.0	0.0013	0.3474	0.0012	0.0068	0.0084	0.6969	0.0001	0.0	0.1165	0.4269	0.0005	0.0785	0.0	nan	nan	nan	0.0100	0.0002	0.0696	0.0211	0.0721	0.0211	0.0001	0.0	0.0009	0.0200	0.0006	0.0039	0.0076	0.0656	0.0000	0.0	0.0909	0.0190	0.0001	0.0078	0.0	nan	nan	nan
0.4734	162.0	7776	1.3520	0.0153	0.0871	0.0922	nan	0.1740	0.0001	0.1270	0.0247	0.2178	0.0568	0.0006	0.0	0.0050	0.4460	0.0003	0.0009	0.0242	0.6167	0.0	0.0	0.1154	0.4672	0.0007	0.0752	0.0	nan	nan	nan	0.0108	0.0001	0.0625	0.0200	0.0847	0.0203	0.0001	0.0	0.0026	0.0219	0.0002	0.0006	0.0210	0.0681	0.0	0.0	0.0871	0.0203	0.0002	0.0078	0.0	nan	nan	nan
0.4419	163.0	7824	1.4094	0.0159	0.0863	0.0935	nan	0.1768	0.0001	0.1826	0.0144	0.1718	0.0679	0.0005	0.0	0.0067	0.3689	0.0000	0.0032	0.0147	0.6726	0.0051	0.0	0.1548	0.4077	0.0002	0.0825	0.0	nan	nan	nan	0.0109	0.0001	0.0830	0.0124	0.0708	0.0219	0.0001	0.0	0.0035	0.0198	0.0000	0.0020	0.0131	0.0626	0.0005	0.0	0.1168	0.0201	0.0001	0.0086	0.0	nan	nan	nan
0.4419	164.0	7872	1.3802	0.0141	0.0836	0.0813	nan	0.1558	0.0001	0.1342	0.0173	0.1513	0.0789	0.0007	0.0	0.0010	0.3774	0.0000	0.0048	0.0213	0.6074	0.0	0.0	0.1078	0.5247	0.0012	0.0722	0.0002	nan	nan	nan	0.0106	0.0001	0.0649	0.0146	0.0639	0.0229	0.0001	0.0	0.0007	0.0205	0.0000	0.0030	0.0188	0.0672	0.0	0.0	0.0781	0.0215	0.0003	0.0073	0.0000	nan	nan	nan
0.4769	165.0	7920	1.3271	0.0144	0.0853	0.0851	nan	0.1690	0.0001	0.1290	0.0297	0.1774	0.0723	0.0005	0.0001	0.0011	0.4391	0.0000	0.0033	0.0120	0.6209	0.0011	0.0	0.1043	0.4633	0.0002	0.0792	0.0	nan	nan	nan	0.0102	0.0001	0.0607	0.0240	0.0719	0.0225	0.0001	0.0001	0.0008	0.0226	0.0000	0.0021	0.0106	0.0665	0.0002	0.0	0.0826	0.0204	0.0000	0.0079	0.0	nan	nan	nan
0.4769	166.0	7968	1.3595	0.0146	0.0863	0.0871	nan	0.1805	0.0001	0.1476	0.0317	0.1708	0.0673	0.0005	0.0001	0.0043	0.3726	0.0	0.0068	0.0029	0.7001	0.0000	0.0	0.1096	0.4561	0.0002	0.0792	0.0	nan	nan	nan	0.0103	0.0001	0.0668	0.0260	0.0732	0.0215	0.0001	0.0001	0.0029	0.0246	0.0	0.0041	0.0027	0.0654	0.0000	0.0	0.0836	0.0205	0.0001	0.0079	0.0	nan	nan	nan
0.4614	167.0	8016	1.3808	0.0149	0.0862	0.0868	nan	0.1902	0.0000	0.1755	0.0202	0.1673	0.0720	0.0005	0.0000	0.0028	0.3794	0.0	0.0029	0.0056	0.6380	0.0	0.0	0.1214	0.4780	0.0003	0.0741	0.0	nan	nan	nan	0.0107	0.0000	0.0798	0.0170	0.0716	0.0220	0.0001	0.0000	0.0020	0.0258	0.0	0.0019	0.0051	0.0619	0.0	0.0	0.0900	0.0212	0.0001	0.0078	0.0	nan	nan	nan
0.4614	168.0	8064	1.3544	0.0150	0.0832	0.0895	nan	0.1718	0.0001	0.1387	0.0180	0.2005	0.0587	0.0006	0.0	0.0009	0.3706	0.0	0.0019	0.0160	0.6013	0.0000	0.0	0.1265	0.4709	0.0012	0.0677	0.0	nan	nan	nan	0.0097	0.0001	0.0675	0.0152	0.0794	0.0196	0.0001	0.0	0.0007	0.0272	0.0	0.0012	0.0143	0.0651	0.0000	0.0	0.0915	0.0201	0.0003	0.0070	0.0	nan	nan	nan
0.4542	169.0	8112	1.3798	0.0152	0.0865	0.0890	nan	0.1823	0.0000	0.2141	0.0141	0.2059	0.0617	0.0005	0.0000	0.0021	0.3303	0.0	0.0020	0.0079	0.6364	0.0003	0.0	0.1022	0.5024	0.0001	0.0724	0.0	nan	nan	nan	0.0103	0.0000	0.0966	0.0123	0.0795	0.0212	0.0001	0.0000	0.0017	0.0273	0.0	0.0013	0.0071	0.0596	0.0000	0.0	0.0796	0.0212	0.0000	0.0077	0.0	nan	nan	nan
0.4542	170.0	8160	1.3573	0.0145	0.0823	0.0859	nan	0.1799	0.0001	0.1468	0.0133	0.1787	0.0707	0.0005	0.0	0.0024	0.3204	0.0000	0.0030	0.0082	0.6361	0.0011	0.0	0.1235	0.4686	0.0000	0.0679	0.0	nan	nan	nan	0.0102	0.0001	0.0743	0.0113	0.0693	0.0221	0.0001	0.0	0.0017	0.0217	0.0000	0.0020	0.0074	0.0640	0.0001	0.0	0.0924	0.0214	0.0000	0.0071	0.0	nan	nan	nan
0.4719	171.0	8208	1.3939	0.0141	0.0849	0.0797	nan	0.1844	0.0001	0.1791	0.0103	0.1632	0.0761	0.0004	0.0	0.0020	0.3561	0.0	0.0025	0.0108	0.6374	0.0010	0.0	0.0906	0.5056	0.0002	0.0724	0.0	nan	nan	nan	0.0104	0.0001	0.0873	0.0089	0.0660	0.0236	0.0001	0.0	0.0015	0.0235	0.0	0.0017	0.0097	0.0594	0.0001	0.0	0.0731	0.0206	0.0000	0.0078	0.0	nan	nan	nan
0.4719	172.0	8256	1.3485	0.0142	0.0843	0.0844	nan	0.1813	0.0001	0.1345	0.0323	0.1999	0.0636	0.0004	0.0	0.0022	0.3806	0.0	0.0022	0.0118	0.6433	0.0018	0.0	0.0783	0.4664	0.0013	0.0756	0.0	nan	nan	nan	0.0100	0.0001	0.0641	0.0263	0.0812	0.0218	0.0001	0.0	0.0017	0.0250	0.0	0.0014	0.0105	0.0648	0.0002	0.0	0.0631	0.0188	0.0003	0.0076	0.0	nan	nan	nan
0.4539	173.0	8304	1.3213	0.0144	0.0821	0.0840	nan	0.1828	0.0001	0.1648	0.0147	0.2047	0.0664	0.0004	0.0	0.0008	0.3521	0.0	0.0022	0.0143	0.5723	0.0038	0.0	0.0923	0.4682	0.0007	0.0762	0.0	nan	nan	nan	0.0098	0.0001	0.0781	0.0125	0.0786	0.0218	0.0001	0.0	0.0007	0.0240	0.0	0.0014	0.0129	0.0631	0.0005	0.0	0.0731	0.0191	0.0001	0.0077	0.0	nan	nan	nan
0.4539	174.0	8352	1.3027	0.0146	0.0842	0.0858	nan	0.1766	0.0001	0.1407	0.0256	0.2068	0.0614	0.0005	0.0	0.0013	0.4195	0.0	0.0026	0.0240	0.5710	0.0031	0.0	0.0890	0.4675	0.0004	0.0827	0.0	nan	nan	nan	0.0100	0.0001	0.0658	0.0207	0.0784	0.0207	0.0001	0.0	0.0008	0.0247	0.0	0.0017	0.0208	0.0639	0.0005	0.0	0.0717	0.0201	0.0001	0.0080	0.0	nan	nan	nan
0.4511	175.0	8400	1.3391	0.0147	0.0844	0.0856	nan	0.1733	0.0001	0.1724	0.0227	0.2141	0.0615	0.0003	0.0	0.0001	0.3973	0.0	0.0006	0.0153	0.5803	0.0002	0.0	0.0817	0.4812	0.0018	0.0749	0.0	nan	nan	nan	0.0100	0.0000	0.0777	0.0189	0.0831	0.0214	0.0001	0.0	0.0001	0.0313	0.0	0.0004	0.0136	0.0618	0.0000	0.0	0.0657	0.0189	0.0003	0.0075	0.0	nan	nan	nan
0.4511	176.0	8448	1.4029	0.0152	0.0881	0.0876	nan	0.1871	0.0001	0.2255	0.0122	0.1901	0.0613	0.0005	0.0	0.0014	0.3815	0.0	0.0020	0.0034	0.6767	0.0011	0.0	0.1057	0.4456	0.0004	0.0832	0.0	nan	nan	nan	0.0098	0.0001	0.0981	0.0108	0.0755	0.0210	0.0001	0.0	0.0012	0.0318	0.0	0.0014	0.0031	0.0586	0.0002	0.0	0.0844	0.0199	0.0001	0.0084	0.0	nan	nan	nan
0.4511	177.0	8496	1.3546	0.0140	0.0842	0.0822	nan	0.1762	0.0001	0.1460	0.0247	0.1985	0.0611	0.0005	0.0000	0.0026	0.4130	0.0	0.0028	0.0098	0.6111	0.0036	0.0	0.0794	0.4674	0.0004	0.0771	0.0	nan	nan	nan	0.0101	0.0001	0.0682	0.0202	0.0790	0.0212	0.0001	0.0000	0.0017	0.0275	0.0	0.0018	0.0090	0.0606	0.0004	0.0	0.0650	0.0191	0.0001	0.0077	0.0	nan	nan	nan
0.4463	178.0	8544	1.3830	0.0156	0.0857	0.0952	nan	0.1695	0.0001	0.1350	0.0199	0.2222	0.0574	0.0004	0.0	0.0056	0.4340	0.0	0.0020	0.0191	0.6044	0.0011	0.0	0.1390	0.4342	0.0005	0.0708	0.0	nan	nan	nan	0.0100	0.0001	0.0644	0.0164	0.0840	0.0212	0.0001	0.0	0.0034	0.0243	0.0	0.0014	0.0167	0.0629	0.0002	0.0	0.1039	0.0203	0.0001	0.0073	0.0	nan	nan	nan
0.4463	179.0	8592	1.3384	0.0147	0.0801	0.0877	nan	0.1775	0.0003	0.1464	0.0162	0.2197	0.0624	0.0003	0.0	0.0013	0.3476	0.0	0.0029	0.0066	0.5854	0.0036	0.0	0.1122	0.4052	0.0005	0.0730	0.0	nan	nan	nan	0.0100	0.0002	0.0703	0.0134	0.0780	0.0212	0.0001	0.0	0.0010	0.0282	0.0	0.0019	0.0060	0.0643	0.0005	0.0	0.0889	0.0185	0.0001	0.0075	0.0	nan	nan	nan
0.4533	180.0	8640	1.3552	0.0154	0.0804	0.0943	nan	0.1637	0.0001	0.1598	0.0172	0.2281	0.0625	0.0004	0.0000	0.0012	0.3486	0.0	0.0013	0.0071	0.5751	0.0054	0.0	0.1400	0.3953	0.0005	0.0637	0.0	nan	nan	nan	0.0107	0.0001	0.0752	0.0142	0.0787	0.0215	0.0001	0.0000	0.0008	0.0285	0.0	0.0009	0.0065	0.0622	0.0006	0.0	0.1054	0.0195	0.0001	0.0068	0.0	nan	nan	nan
0.4533	181.0	8688	1.3291	0.0152	0.0801	0.0904	nan	0.1713	0.0002	0.1499	0.0245	0.2141	0.0674	0.0004	0.0	0.0014	0.3465	0.0	0.0020	0.0177	0.5435	0.0030	0.0	0.1162	0.4416	0.0005	0.0625	0.0	nan	nan	nan	0.0107	0.0001	0.0722	0.0200	0.0772	0.0223	0.0001	0.0	0.0008	0.0256	0.0	0.0013	0.0159	0.0665	0.0003	0.0	0.0874	0.0198	0.0001	0.0066	0.0	nan	nan	nan
0.4537	182.0	8736	1.3530	0.0148	0.0796	0.0851	nan	0.1788	0.0001	0.1433	0.0229	0.1696	0.0774	0.0004	0.0	0.0025	0.3480	0.0	0.0016	0.0142	0.5693	0.0078	0.0	0.1216	0.4250	0.0001	0.0642	0.0025	nan	nan	nan	0.0095	0.0001	0.0701	0.0190	0.0706	0.0233	0.0001	0.0	0.0017	0.0252	0.0	0.0010	0.0129	0.0619	0.0006	0.0	0.0916	0.0186	0.0000	0.0070	0.0001	nan	nan	nan
0.4537	183.0	8784	1.3653	0.0146	0.0814	0.0850	nan	0.1696	0.0001	0.1423	0.0216	0.1872	0.0750	0.0003	0.0	0.0061	0.3763	0.0	0.0021	0.0158	0.6020	0.0102	0.0	0.1043	0.4203	0.0003	0.0648	0.0003	nan	nan	nan	0.0093	0.0001	0.0692	0.0179	0.0734	0.0239	0.0001	0.0	0.0035	0.0224	0.0	0.0014	0.0140	0.0632	0.0008	0.0	0.0833	0.0187	0.0001	0.0069	0.0000	nan	nan	nan
0.4577	184.0	8832	1.2949	0.0146	0.0796	0.0870	nan	0.1669	0.0000	0.1313	0.0211	0.2239	0.0681	0.0004	0.0	0.0030	0.3794	0.0	0.0009	0.0209	0.5496	0.0032	0.0	0.0965	0.4227	0.0004	0.0603	0.0	nan	nan	nan	0.0099	0.0000	0.0655	0.0172	0.0766	0.0227	0.0001	0.0	0.0017	0.0252	0.0	0.0006	0.0185	0.0684	0.0003	0.0	0.0761	0.0186	0.0001	0.0066	0.0	nan	nan	nan
0.4577	185.0	8880	1.3572	0.0150	0.0812	0.0879	nan	0.1605	0.0002	0.1537	0.0201	0.2051	0.0686	0.0004	0.0	0.0038	0.3884	0.0	0.0013	0.0162	0.5842	0.0050	0.0	0.1107	0.4042	0.0006	0.0692	0.0	nan	nan	nan	0.0098	0.0002	0.0728	0.0166	0.0757	0.0230	0.0001	0.0	0.0018	0.0259	0.0	0.0008	0.0144	0.0655	0.0005	0.0	0.0868	0.0187	0.0001	0.0071	0.0	nan	nan	nan
0.4357	186.0	8928	1.3526	0.0147	0.0835	0.0844	nan	0.1798	0.0002	0.1723	0.0178	0.2040	0.0634	0.0004	0.0	0.0009	0.3469	0.0	0.0006	0.0105	0.6359	0.0067	0.0	0.0848	0.4592	0.0004	0.0708	0.0	nan	nan	nan	0.0102	0.0002	0.0800	0.0150	0.0786	0.0223	0.0001	0.0	0.0007	0.0351	0.0	0.0004	0.0095	0.0651	0.0007	0.0	0.0665	0.0189	0.0001	0.0074	0.0	nan	nan	nan
0.4357	187.0	8976	1.2862	0.0147	0.0834	0.0854	nan	0.1847	0.0004	0.1519	0.0258	0.2196	0.0584	0.0004	0.0	0.0030	0.4039	0.0	0.0027	0.0194	0.5879	0.0025	0.0	0.0769	0.4373	0.0004	0.0753	0.0	nan	nan	nan	0.0100	0.0004	0.0711	0.0210	0.0816	0.0208	0.0001	0.0	0.0018	0.0279	0.0	0.0018	0.0172	0.0701	0.0003	0.0	0.0621	0.0182	0.0001	0.0076	0.0	nan	nan	nan
0.4541	188.0	9024	1.3568	0.0151	0.0849	0.0897	nan	0.1772	0.0003	0.1466	0.0186	0.2179	0.0634	0.0004	0.0	0.0024	0.4255	0.0	0.0021	0.0170	0.6439	0.0084	0.0	0.1063	0.4002	0.0005	0.0610	0.0	nan	nan	nan	0.0101	0.0003	0.0719	0.0155	0.0794	0.0223	0.0001	0.0	0.0016	0.0295	0.0	0.0014	0.0152	0.0668	0.0008	0.0	0.0830	0.0186	0.0001	0.0067	0.0	nan	nan	nan
0.4541	189.0	9072	1.3639	0.0154	0.0839	0.0919	nan	0.1713	0.0002	0.1364	0.0190	0.2112	0.0662	0.0004	0.0000	0.0026	0.4118	0.0	0.0024	0.0169	0.6301	0.0102	0.0	0.1273	0.3903	0.0005	0.0684	0.0	nan	nan	nan	0.0099	0.0002	0.0660	0.0156	0.0790	0.0230	0.0001	0.0000	0.0017	0.0297	0.0	0.0016	0.0149	0.0667	0.0009	0.0	0.0967	0.0184	0.0001	0.0071	0.0	nan	nan	nan
0.447	190.0	9120	1.3653	0.0153	0.0852	0.0908	nan	0.1870	0.0001	0.1516	0.0248	0.1918	0.0722	0.0004	0.0	0.0027	0.4132	0.0	0.0018	0.0115	0.6779	0.0119	0.0	0.1218	0.3634	0.0004	0.0682	0.0	nan	nan	nan	0.0105	0.0001	0.0711	0.0205	0.0724	0.0238	0.0001	0.0	0.0018	0.0275	0.0	0.0012	0.0103	0.0649	0.0009	0.0	0.0973	0.0184	0.0001	0.0074	0.0	nan	nan	nan
0.447	191.0	9168	1.3343	0.0151	0.0851	0.0871	nan	0.1796	0.0002	0.1731	0.0192	0.2112	0.0639	0.0004	0.0	0.0021	0.4176	0.0	0.0012	0.0130	0.5980	0.0073	0.0	0.0952	0.4503	0.0003	0.0662	0.0	nan	nan	nan	0.0098	0.0002	0.0802	0.0161	0.0813	0.0220	0.0001	0.0	0.0016	0.0312	0.0	0.0008	0.0117	0.0658	0.0007	0.0	0.0750	0.0185	0.0001	0.0070	0.0	nan	nan	nan
0.4497	192.0	9216	1.3339	0.0142	0.0834	0.0832	nan	0.1822	0.0001	0.1312	0.0237	0.1901	0.0717	0.0003	0.0	0.0026	0.4268	0.0	0.0021	0.0125	0.6045	0.0091	0.0	0.0934	0.4388	0.0003	0.0624	0.0	nan	nan	nan	0.0103	0.0001	0.0638	0.0194	0.0714	0.0230	0.0001	0.0	0.0016	0.0276	0.0	0.0014	0.0112	0.0660	0.0007	0.0	0.0742	0.0193	0.0001	0.0069	0.0	nan	nan	nan
0.4497	193.0	9264	1.3615	0.0142	0.0838	0.0870	nan	0.1734	0.0001	0.1063	0.0260	0.2140	0.0665	0.0003	0.0	0.0025	0.4262	0.0	0.0027	0.0095	0.6443	0.0060	0.0	0.0989	0.4239	0.0005	0.0602	0.0	nan	nan	nan	0.0102	0.0001	0.0543	0.0210	0.0781	0.0230	0.0001	0.0	0.0017	0.0284	0.0	0.0017	0.0086	0.0666	0.0007	0.0	0.0783	0.0185	0.0001	0.0066	0.0	nan	nan	nan
0.446	194.0	9312	1.3091	0.0141	0.0803	0.0842	nan	0.1815	0.0003	0.0905	0.0220	0.2095	0.0704	0.0004	0.0	0.0028	0.4417	0.0	0.0025	0.0202	0.5493	0.0025	0.0	0.1011	0.4052	0.0006	0.0668	0.0	nan	nan	nan	0.0101	0.0003	0.0477	0.0177	0.0755	0.0228	0.0001	0.0	0.0017	0.0275	0.0	0.0016	0.0180	0.0682	0.0003	0.0	0.0777	0.0181	0.0001	0.0070	0.0	nan	nan	nan
0.446	195.0	9360	1.3369	0.0150	0.0827	0.0896	nan	0.1800	0.0002	0.1069	0.0273	0.2059	0.0692	0.0004	0.0	0.0027	0.4201	0.0	0.0037	0.0185	0.5835	0.0076	0.0	0.1188	0.4231	0.0004	0.0635	0.0	nan	nan	nan	0.0102	0.0002	0.0540	0.0220	0.0775	0.0231	0.0001	0.0	0.0018	0.0298	0.0	0.0023	0.0163	0.0660	0.0007	0.0	0.0899	0.0187	0.0001	0.0068	0.0	nan	nan	nan
0.4505	196.0	9408	1.3424	0.0146	0.0816	0.0864	nan	0.1753	0.0002	0.1145	0.0205	0.2011	0.0681	0.0004	0.0	0.0017	0.4313	0.0	0.0033	0.0201	0.5837	0.0061	0.0	0.1115	0.4030	0.0005	0.0630	0.0	nan	nan	nan	0.0103	0.0002	0.0579	0.0168	0.0728	0.0221	0.0001	0.0	0.0012	0.0301	0.0	0.0021	0.0177	0.0656	0.0006	0.0	0.0857	0.0183	0.0001	0.0066	0.0	nan	nan	nan
0.4505	197.0	9456	1.3772	0.0144	0.0829	0.0838	nan	0.1757	0.0002	0.1425	0.0176	0.1957	0.0676	0.0004	0.0	0.0025	0.3849	0.0	0.0029	0.0156	0.6271	0.0065	0.0	0.0930	0.4430	0.0004	0.0637	0.0	nan	nan	nan	0.0105	0.0002	0.0696	0.0148	0.0752	0.0225	0.0001	0.0	0.0019	0.0317	0.0	0.0018	0.0139	0.0619	0.0006	0.0	0.0737	0.0188	0.0001	0.0069	0.0	nan	nan	nan
0.4601	198.0	9504	1.3571	0.0146	0.0838	0.0855	nan	0.1727	0.0001	0.1389	0.0170	0.2033	0.0718	0.0003	0.0	0.0024	0.4421	0.0	0.0032	0.0165	0.6148	0.0077	0.0	0.0990	0.4127	0.0005	0.0587	0.0	nan	nan	nan	0.0101	0.0001	0.0686	0.0143	0.0740	0.0236	0.0001	0.0	0.0018	0.0307	0.0	0.0020	0.0147	0.0634	0.0007	0.0	0.0783	0.0185	0.0001	0.0065	0.0	nan	nan	nan
0.4601	199.0	9552	1.4063	0.0147	0.0849	0.0857	nan	0.1757	0.0001	0.1570	0.0155	0.1927	0.0662	0.0004	0.0	0.0016	0.4044	0.0	0.0031	0.0081	0.6683	0.0060	0.0	0.1053	0.4209	0.0004	0.0677	0.0	nan	nan	nan	0.0104	0.0001	0.0755	0.0132	0.0748	0.0220	0.0001	0.0	0.0013	0.0340	0.0	0.0020	0.0073	0.0623	0.0006	0.0	0.0829	0.0182	0.0001	0.0074	0.0	nan	nan	nan
0.439	200.0	9600	1.3753	0.0147	0.0842	0.0879	nan	0.1699	0.0001	0.1229	0.0220	0.2146	0.0648	0.0004	0.0	0.0030	0.4338	0.0	0.0027	0.0149	0.6414	0.0064	0.0	0.1015	0.4162	0.0005	0.0579	0.0	nan	nan	nan	0.0105	0.0001	0.0625	0.0181	0.0777	0.0224	0.0001	0.0	0.0020	0.0321	0.0	0.0017	0.0133	0.0633	0.0007	0.0	0.0813	0.0184	0.0001	0.0066	0.0	nan	nan	nan
0.439	201.0	9648	1.3731	0.0148	0.0863	0.0849	nan	0.1843	0.0000	0.1628	0.0210	0.1874	0.0658	0.0004	0.0	0.0026	0.4242	0.0	0.0028	0.0155	0.6467	0.0033	0.0	0.0929	0.4540	0.0002	0.0665	0.0	nan	nan	nan	0.0104	0.0000	0.0756	0.0176	0.0754	0.0218	0.0001	0.0	0.0019	0.0336	0.0	0.0018	0.0138	0.0634	0.0004	0.0	0.0738	0.0184	0.0001	0.0074	0.0	nan	nan	nan
0.439	202.0	9696	1.3704	0.0151	0.0859	0.0876	nan	0.1779	0.0001	0.1580	0.0216	0.1939	0.0639	0.0005	0.0	0.0033	0.4414	0.0	0.0030	0.0189	0.6333	0.0070	0.0	0.1051	0.4246	0.0003	0.0658	0.0	nan	nan	nan	0.0100	0.0001	0.0734	0.0180	0.0760	0.0215	0.0001	0.0	0.0022	0.0300	0.0	0.0019	0.0166	0.0629	0.0007	0.0	0.0837	0.0189	0.0001	0.0071	0.0	nan	nan	nan
0.4355	203.0	9744	1.3846	0.0147	0.0848	0.0856	nan	0.1793	0.0001	0.1577	0.0215	0.1957	0.0661	0.0005	0.0	0.0026	0.3755	0.0	0.0024	0.0127	0.6654	0.0044	0.0	0.0913	0.4451	0.0002	0.0687	0.0	nan	nan	nan	0.0105	0.0001	0.0744	0.0180	0.0756	0.0224	0.0001	0.0	0.0020	0.0336	0.0	0.0016	0.0113	0.0617	0.0005	0.0	0.0743	0.0189	0.0001	0.0075	0.0	nan	nan	nan
0.4355	204.0	9792	1.4170	0.0150	0.0866	0.0872	nan	0.1716	0.0001	0.1610	0.0195	0.1924	0.0653	0.0004	0.0	0.0029	0.4242	0.0	0.0032	0.0149	0.6578	0.0027	0.0	0.1033	0.4501	0.0003	0.0687	0.0	nan	nan	nan	0.0103	0.0001	0.0757	0.0164	0.0768	0.0225	0.0001	0.0	0.0021	0.0320	0.0	0.0021	0.0132	0.0619	0.0003	0.0	0.0808	0.0189	0.0001	0.0074	0.0	nan	nan	nan
0.4378	205.0	9840	1.3839	0.0150	0.0856	0.0878	nan	0.1762	0.0001	0.1517	0.0214	0.2029	0.0640	0.0004	0.0000	0.0029	0.4286	0.0	0.0026	0.0164	0.6360	0.0060	0.0	0.1016	0.4389	0.0004	0.0622	0.0	nan	nan	nan	0.0101	0.0001	0.0717	0.0178	0.0781	0.0222	0.0001	0.0000	0.0020	0.0321	0.0	0.0017	0.0145	0.0625	0.0006	0.0	0.0801	0.0190	0.0001	0.0069	0.0	nan	nan	nan
0.4378	206.0	9888	1.3850	0.0151	0.0849	0.0881	nan	0.1745	0.0001	0.1552	0.0208	0.1979	0.0678	0.0004	0.0000	0.0032	0.4171	0.0	0.0032	0.0166	0.6345	0.0082	0.0	0.1066	0.4217	0.0005	0.0635	0.0	nan	nan	nan	0.0102	0.0001	0.0725	0.0173	0.0758	0.0229	0.0001	0.0000	0.0021	0.0314	0.0	0.0021	0.0147	0.0628	0.0008	0.0	0.0834	0.0189	0.0001	0.0068	0.0	nan	nan	nan
0.4439	207.0	9936	1.3746	0.0147	0.0833	0.0857	nan	0.1784	0.0000	0.1516	0.0215	0.1978	0.0687	0.0004	0.0	0.0026	0.3809	0.0	0.0024	0.0140	0.6288	0.0075	0.0	0.0954	0.4376	0.0004	0.0617	0.0	nan	nan	nan	0.0102	0.0000	0.0713	0.0178	0.0761	0.0232	0.0001	0.0	0.0019	0.0331	0.0	0.0016	0.0124	0.0625	0.0008	0.0	0.0756	0.0184	0.0001	0.0067	0.0	nan	nan	nan
0.4439	208.0	9984	1.3737	0.0152	0.0844	0.0884	nan	0.1860	0.0001	0.1551	0.0203	0.1944	0.0676	0.0005	0.0000	0.0029	0.4030	0.0	0.0034	0.0156	0.6355	0.0072	0.0	0.1133	0.4081	0.0005	0.0642	0.0	nan	nan	nan	0.0102	0.0001	0.0729	0.0169	0.0748	0.0226	0.0001	0.0000	0.0020	0.0319	0.0	0.0022	0.0138	0.0631	0.0008	0.0	0.0871	0.0190	0.0001	0.0069	0.0	nan	nan	nan
0.4389	208.3333	10000	1.3630	0.0149	0.0835	0.0857	nan	0.1855	0.0001	0.1575	0.0167	0.1974	0.0670	0.0006	0.0	0.0025	0.4055	0.0	0.0026	0.0170	0.6099	0.0075	0.0	0.1015	0.4207	0.0005	0.0611	0.0	nan	nan	nan	0.0101	0.0001	0.0756	0.0141	0.0753	0.0223	0.0001	0.0	0.0018	0.0319	0.0	0.0017	0.0152	0.0630	0.0008	0.0	0.0795	0.0186	0.0001	0.0067	0.0	nan	nan	nan

Framework versions

Transformers 4.47.0.dev0
Pytorch 2.4.1+cu121
Datasets 3.0.0
Tokenizers 0.20.3

ViktorDo
/

segformer-finetuned-deepreef-10k-steps2

segformer-finetuned-deepreef-10k-steps2

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Model tree for ViktorDo/segformer-finetuned-deepreef-10k-steps2

Evaluation results