rf-detr-zebras

kaspergrontved/rf-detr-zebras

rf-detr-zebras is a object detection model from kaspergrontved. Use it when you need objects located in an image. It is set up for transformers. The card lists the license as apache-2.0.

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At a glance

Task: Object Detection
Library: transformers
License: apache-2.0
Model type: rf_detr
Access: Public
Created: May 27, 2026
Updated: May 28, 2026
SHA: e35f30d0

Base models

roboflow/rf-detr-base

Model card

From the Hugging Face model README

rf-detr-zebras

This model is a fine-tuned version of roboflow/rf-detr-base on the edouard-rolland/zebra-herds-aerial dataset. It achieves the following results on the evaluation set:

Loss: 16.0809
Map: 0.4407
Map 50: 0.8568
Map 75: 0.4044
Map Small: 0.4417
Map Medium: 0.2236
Map Large: -1.0
Mar 1: 0.0572
Mar 10: 0.3927
Mar 100: 0.5434
Mar Small: 0.5434
Mar Medium: 0.5667
Mar Large: -1.0
Map Zebra: 0.4407
Mar 100 Zebra: 0.5434

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: 5e-05
train_batch_size: 16
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 0.1
num_epochs: 800

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Zebra	Mar 100 Zebra
No log	1.0	27	21.9278	0.0015	0.0059	0.0004	0.0032	0.0209	-1.0	0.0021	0.0085	0.0125	0.0122	0.1667	-1.0	0.0015	0.0125
20.5625	2.0	54	20.0736	0.0058	0.0212	0.0025	0.0084	0.0008	-1.0	0.0024	0.0191	0.0254	0.0253	0.0667	-1.0	0.0058	0.0254
20.5625	3.0	81	21.4911	0.0036	0.015	0.0002	0.0064	0.0	-1.0	0.0059	0.0166	0.0173	0.0174	0.0	-1.0	0.0036	0.0173
16.3327	4.0	108	19.9229	0.0104	0.0383	0.0015	0.0128	0.0082	-1.0	0.01	0.0396	0.0428	0.0419	0.4	-1.0	0.0104	0.0428
16.3327	5.0	135	19.8850	0.0236	0.093	0.0038	0.0263	0.0069	-1.0	0.011	0.0812	0.0988	0.098	0.4333	-1.0	0.0236	0.0988
12.6168	6.0	162	18.7594	0.0755	0.2756	0.0206	0.0761	0.0346	-1.0	0.0188	0.134	0.2374	0.2367	0.5	-1.0	0.0755	0.2374
12.6168	7.0	189	19.2647	0.1077	0.3541	0.0395	0.1082	0.1233	-1.0	0.0254	0.1569	0.2653	0.2648	0.4667	-1.0	0.1077	0.2653
9.0959	8.0	216	19.2776	0.1088	0.3569	0.0341	0.1091	0.1162	-1.0	0.0226	0.1677	0.2689	0.2683	0.5	-1.0	0.1088	0.2689
9.0959	9.0	243	19.1035	0.0962	0.333	0.028	0.0962	0.1794	-1.0	0.0224	0.1554	0.2818	0.2817	0.3333	-1.0	0.0962	0.2818
7.9437	10.0	270	18.6615	0.1039	0.3362	0.0287	0.1041	0.0768	-1.0	0.0225	0.1632	0.292	0.2915	0.5	-1.0	0.1039	0.292
7.9437	11.0	297	19.0018	0.1187	0.3824	0.0406	0.1194	0.0776	-1.0	0.0206	0.18	0.3109	0.3103	0.5333	-1.0	0.1187	0.3109
7.2834	12.0	324	18.2904	0.1454	0.4414	0.0548	0.1457	0.1024	-1.0	0.0253	0.2056	0.324	0.3236	0.5	-1.0	0.1454	0.324
6.9270	13.0	351	18.3226	0.1638	0.4971	0.0512	0.1638	0.2602	-1.0	0.0271	0.2145	0.337	0.3367	0.4333	-1.0	0.1638	0.337
6.9270	14.0	378	17.6353	0.1789	0.5192	0.0587	0.1794	0.1307	-1.0	0.0304	0.227	0.3463	0.3461	0.4	-1.0	0.1789	0.3463
6.6789	15.0	405	18.3880	0.1875	0.5521	0.0608	0.1881	0.1119	-1.0	0.0322	0.2353	0.3545	0.3544	0.4	-1.0	0.1875	0.3545
6.6789	16.0	432	18.3375	0.2065	0.5818	0.0843	0.2071	0.1868	-1.0	0.0335	0.2493	0.3697	0.3694	0.4667	-1.0	0.2065	0.3697
6.5101	17.0	459	18.0061	0.2087	0.5874	0.0916	0.2095	0.0901	-1.0	0.0362	0.2439	0.3678	0.3678	0.4	-1.0	0.2087	0.3678
6.5101	18.0	486	18.1692	0.2158	0.6092	0.0816	0.2164	0.1801	-1.0	0.0336	0.2556	0.3755	0.3753	0.4667	-1.0	0.2158	0.3755
6.3597	19.0	513	18.6268	0.2076	0.5978	0.0814	0.208	0.3332	-1.0	0.0334	0.2478	0.3576	0.3573	0.4667	-1.0	0.2076	0.3576
6.3597	20.0	540	18.0343	0.2203	0.6262	0.0936	0.2204	0.3734	-1.0	0.0359	0.2601	0.3746	0.3743	0.5	-1.0	0.2203	0.3746
6.2386	21.0	567	18.0970	0.2428	0.6457	0.1169	0.2432	0.2821	-1.0	0.0403	0.2739	0.3942	0.3939	0.5333	-1.0	0.2428	0.3942
6.2386	22.0	594	18.1504	0.252	0.6692	0.1242	0.2525	0.3128	-1.0	0.0402	0.2765	0.3979	0.3976	0.5333	-1.0	0.252	0.3979
6.1073	23.0	621	18.1774	0.2589	0.6738	0.1257	0.2587	0.4168	-1.0	0.0422	0.276	0.3956	0.3954	0.4667	-1.0	0.2589	0.3956
6.1073	24.0	648	17.9830	0.2526	0.6724	0.1232	0.2528	0.4248	-1.0	0.0409	0.2727	0.3888	0.3885	0.5	-1.0	0.2526	0.3888
5.9888	25.0	675	17.5446	0.2691	0.6891	0.1467	0.2696	0.385	-1.0	0.0424	0.282	0.4084	0.4081	0.5333	-1.0	0.2691	0.4084
5.9527	26.0	702	18.2338	0.2522	0.668	0.1258	0.2524	0.432	-1.0	0.0403	0.2803	0.3895	0.3893	0.5	-1.0	0.2522	0.3895
5.9527	27.0	729	18.3703	0.2527	0.6795	0.1052	0.2527	0.4191	-1.0	0.045	0.2695	0.3808	0.3804	0.5333	-1.0	0.2527	0.3808
5.8501	28.0	756	17.9558	0.2769	0.709	0.1421	0.2776	0.425	-1.0	0.0431	0.2899	0.408	0.4076	0.6	-1.0	0.2769	0.408
5.8501	29.0	783	18.1195	0.2823	0.7086	0.1613	0.2833	0.4204	-1.0	0.0433	0.2932	0.4077	0.4074	0.5333	-1.0	0.2823	0.4077
5.7872	30.0	810	18.2358	0.2923	0.7195	0.176	0.2927	0.4293	-1.0	0.0461	0.2998	0.4184	0.4182	0.5333	-1.0	0.2923	0.4184
5.7872	31.0	837	17.5977	0.2904	0.7291	0.157	0.2908	0.3877	-1.0	0.0463	0.2935	0.4125	0.4122	0.5333	-1.0	0.2904	0.4125
5.6604	32.0	864	18.1449	0.2886	0.7156	0.1603	0.2889	0.3365	-1.0	0.046	0.2947	0.4093	0.4091	0.5	-1.0	0.2886	0.4093
5.6604	33.0	891	17.6007	0.2911	0.7229	0.1675	0.2918	0.3408	-1.0	0.044	0.2938	0.4171	0.4168	0.5333	-1.0	0.2911	0.4171
5.6584	34.0	918	18.5000	0.2684	0.7199	0.1384	0.2698	0.3199	-1.0	0.0407	0.2767	0.3903	0.3899	0.5667	-1.0	0.2684	0.3903
5.6584	35.0	945	16.7350	0.3075	0.7544	0.1844	0.3081	0.4512	-1.0	0.0471	0.3046	0.4273	0.4271	0.5333	-1.0	0.3075	0.4273
5.6417	36.0	972	19.0082	0.295	0.7458	0.1527	0.2957	0.3832	-1.0	0.0467	0.2952	0.412	0.4119	0.4333	-1.0	0.295	0.412
5.6417	37.0	999	17.5545	0.3048	0.7579	0.1622	0.305	0.4118	-1.0	0.0451	0.3038	0.4205	0.4202	0.5333	-1.0	0.3048	0.4205
5.5800	38.0	1026	17.9918	0.3025	0.7499	0.1674	0.3031	0.4394	-1.0	0.0463	0.2996	0.425	0.4247	0.5333	-1.0	0.3025	0.425
5.3838	39.0	1053	17.8370	0.321	0.7761	0.1897	0.3208	0.4536	-1.0	0.0498	0.3091	0.4355	0.4352	0.5667	-1.0	0.321	0.4355
5.3838	40.0	1080	17.0181	0.3155	0.7873	0.185	0.3167	0.3008	-1.0	0.0489	0.3044	0.4295	0.4296	0.3667	-1.0	0.3155	0.4295
5.4010	41.0	1107	17.6713	0.3241	0.7918	0.1851	0.3243	0.4899	-1.0	0.0473	0.3114	0.4367	0.4364	0.5667	-1.0	0.3241	0.4367
5.4010	42.0	1134	18.3739	0.3214	0.7862	0.1951	0.3223	0.3609	-1.0	0.0485	0.3094	0.4355	0.4351	0.6	-1.0	0.3214	0.4355
5.2934	43.0	1161	16.9136	0.3033	0.7683	0.1606	0.3037	0.4465	-1.0	0.0459	0.3006	0.421	0.4208	0.5333	-1.0	0.3033	0.421
5.2934	44.0	1188	16.1707	0.3307	0.804	0.1954	0.331	0.3609	-1.0	0.0478	0.312	0.444	0.4438	0.5	-1.0	0.3307	0.444
5.2399	45.0	1215	16.9204	0.3146	0.7726	0.1715	0.3153	0.3652	-1.0	0.048	0.3059	0.4278	0.4276	0.5	-1.0	0.3146	0.4278
5.2399	46.0	1242	17.0571	0.3318	0.8067	0.1929	0.332	0.4542	-1.0	0.0486	0.3157	0.447	0.4468	0.5333	-1.0	0.3318	0.447
5.2947	47.0	1269	16.7855	0.3198	0.7889	0.1782	0.32	0.4452	-1.0	0.0471	0.3062	0.434	0.4336	0.6	-1.0	0.3198	0.434
5.2947	48.0	1296	17.2535	0.3441	0.8042	0.218	0.3446	0.4738	-1.0	0.0511	0.3231	0.4592	0.4591	0.5	-1.0	0.3441	0.4592
5.1946	49.0	1323	17.1179	0.3253	0.7959	0.1896	0.3265	0.4122	-1.0	0.0504	0.31	0.4422	0.4419	0.5667	-1.0	0.3253	0.4422
5.1710	50.0	1350	17.3999	0.3233	0.7955	0.1773	0.3227	0.5575	-1.0	0.0474	0.3024	0.4353	0.4347	0.7	-1.0	0.3233	0.4353
5.1710	51.0	1377	16.3523	0.3249	0.8094	0.172	0.3257	0.3529	-1.0	0.0481	0.306	0.4462	0.4462	0.4333	-1.0	0.3249	0.4462
5.2010	52.0	1404	17.0598	0.3425	0.811	0.2105	0.3435	0.4564	-1.0	0.0511	0.3214	0.4539	0.4537	0.5333	-1.0	0.3425	0.4539
5.2010	53.0	1431	16.7883	0.3382	0.8047	0.2056	0.3388	0.2924	-1.0	0.0495	0.3176	0.4486	0.4486	0.4667	-1.0	0.3382	0.4486
5.0741	54.0	1458	16.4741	0.3314	0.8123	0.1935	0.3321	0.3971	-1.0	0.0481	0.3128	0.4437	0.4436	0.4667	-1.0	0.3314	0.4437
5.0741	55.0	1485	17.0265	0.33	0.795	0.1952	0.3303	0.4384	-1.0	0.0486	0.3094	0.4414	0.4413	0.4667	-1.0	0.33	0.4414
5.0958	56.0	1512	16.9673	0.3419	0.812	0.2108	0.3425	0.4158	-1.0	0.0492	0.3201	0.4586	0.4585	0.4667	-1.0	0.3419	0.4586
5.0958	57.0	1539	17.4180	0.329	0.8181	0.1936	0.3306	0.2157	-1.0	0.0481	0.3072	0.4444	0.4446	0.3667	-1.0	0.329	0.4444
5.0236	58.0	1566	16.8698	0.3333	0.8088	0.1953	0.3338	0.3267	-1.0	0.0485	0.3118	0.444	0.444	0.4333	-1.0	0.3333	0.444
5.0236	59.0	1593	16.0011	0.3295	0.8052	0.1914	0.3296	0.4802	-1.0	0.0488	0.3088	0.4362	0.4359	0.6	-1.0	0.3295	0.4362
5.0719	60.0	1620	16.9647	0.3549	0.8176	0.2496	0.3557	0.3445	-1.0	0.0518	0.3277	0.4625	0.4626	0.4333	-1.0	0.3549	0.4625
5.0719	61.0	1647	17.0326	0.3154	0.7789	0.1642	0.3156	0.5486	-1.0	0.0474	0.302	0.4277	0.4271	0.6667	-1.0	0.3154	0.4277
5.1076	62.0	1674	16.8018	0.3394	0.8122	0.2083	0.3404	0.3008	-1.0	0.0482	0.3158	0.451	0.4511	0.4	-1.0	0.3394	0.451
5.0144	63.0	1701	16.8879	0.3359	0.8053	0.2049	0.3364	0.3134	-1.0	0.0501	0.3157	0.4511	0.4509	0.5333	-1.0	0.3359	0.4511
5.0144	64.0	1728	16.8634	0.3406	0.8192	0.1953	0.3414	0.2446	-1.0	0.0488	0.3176	0.447	0.4472	0.3667	-1.0	0.3406	0.447
5.0267	65.0	1755	17.7186	0.3493	0.8147	0.2215	0.35	0.3285	-1.0	0.0495	0.3251	0.4616	0.4614	0.5667	-1.0	0.3493	0.4616
5.0267	66.0	1782	16.9763	0.3314	0.8167	0.1773	0.3319	0.4369	-1.0	0.0457	0.3154	0.4494	0.4491	0.6	-1.0	0.3314	0.4494
4.9831	67.0	1809	16.9148	0.3567	0.8339	0.2286	0.3566	0.5158	-1.0	0.0505	0.3313	0.4719	0.4717	0.5667	-1.0	0.3567	0.4719
4.9831	68.0	1836	16.5917	0.3337	0.8206	0.1808	0.3346	0.3027	-1.0	0.0477	0.313	0.4505	0.4503	0.5333	-1.0	0.3337	0.4505
4.9407	69.0	1863	15.8118	0.3308	0.8204	0.1908	0.331	0.3776	-1.0	0.0476	0.3138	0.4511	0.4511	0.4667	-1.0	0.3308	0.4511
4.9407	70.0	1890	15.5363	0.3571	0.8474	0.2164	0.3576	0.4015	-1.0	0.0498	0.328	0.4688	0.4686	0.5667	-1.0	0.3571	0.4688
4.9217	71.0	1917	16.2888	0.3406	0.8077	0.2056	0.3416	0.3796	-1.0	0.0484	0.3178	0.4546	0.4543	0.6	-1.0	0.3406	0.4546
4.9217	72.0	1944	15.5853	0.3451	0.8061	0.2172	0.3461	0.3308	-1.0	0.0514	0.3291	0.4613	0.4611	0.5333	-1.0	0.3451	0.4613
5.0002	73.0	1971	15.6926	0.3456	0.809	0.2246	0.3455	0.5093	-1.0	0.0516	0.3215	0.4618	0.4615	0.5667	-1.0	0.3456	0.4618
5.0002	74.0	1998	16.7669	0.3399	0.8067	0.221	0.3403	0.4077	-1.0	0.0516	0.3229	0.4494	0.4493	0.5	-1.0	0.3399	0.4494
5.0052	75.0	2025	16.0352	0.3571	0.8241	0.2255	0.3572	0.4714	-1.0	0.0497	0.3261	0.4695	0.4691	0.6333	-1.0	0.3571	0.4695
4.9378	76.0	2052	17.3994	0.3609	0.8348	0.2254	0.361	0.488	-1.0	0.0517	0.3323	0.4727	0.4724	0.6	-1.0	0.3609	0.4727
4.9378	77.0	2079	17.3481	0.3291	0.7813	0.2004	0.3299	0.3922	-1.0	0.05	0.3171	0.4537	0.4535	0.5667	-1.0	0.3291	0.4537
4.9128	78.0	2106	16.7687	0.3235	0.7984	0.1936	0.3241	0.3423	-1.0	0.0501	0.3106	0.4437	0.4433	0.6	-1.0	0.3235	0.4437
4.9128	79.0	2133	15.6972	0.3417	0.8098	0.2033	0.3424	0.3792	-1.0	0.0506	0.3223	0.4623	0.4621	0.5667	-1.0	0.3417	0.4623
4.8743	80.0	2160	15.3408	0.3343	0.8062	0.2151	0.335	0.3013	-1.0	0.0484	0.3184	0.4374	0.4376	0.3667	-1.0	0.3343	0.4374
4.8743	81.0	2187	15.5300	0.3327	0.7926	0.1987	0.3329	0.401	-1.0	0.0479	0.3129	0.4478	0.4479	0.4	-1.0	0.3327	0.4478
4.9785	82.0	2214	15.5094	0.3257	0.7926	0.1871	0.3263	0.4263	-1.0	0.0485	0.3082	0.4452	0.445	0.5	-1.0	0.3257	0.4452
4.9785	83.0	2241	15.5458	0.3381	0.8004	0.2062	0.3387	0.4839	-1.0	0.0496	0.3194	0.4563	0.456	0.6	-1.0	0.3381	0.4563
4.9312	84.0	2268	15.9695	0.3555	0.8243	0.2228	0.3567	0.3213	-1.0	0.0507	0.3246	0.4591	0.4586	0.6667	-1.0	0.3555	0.4591
4.9312	85.0	2295	15.9782	0.363	0.8315	0.2451	0.3635	0.3804	-1.0	0.0496	0.3374	0.475	0.475	0.5	-1.0	0.363	0.475
4.8215	86.0	2322	16.2313	0.3384	0.8092	0.2021	0.3391	0.3499	-1.0	0.0472	0.32	0.4573	0.4572	0.5	-1.0	0.3384	0.4573
4.8215	87.0	2349	16.7390	0.3604	0.8307	0.2275	0.3612	0.3477	-1.0	0.0511	0.33	0.4721	0.4717	0.6333	-1.0	0.3604	0.4721
4.8907	88.0	2376	16.3654	0.344	0.8232	0.2179	0.3447	0.388	-1.0	0.0484	0.3232	0.4559	0.4556	0.6	-1.0	0.344	0.4559
4.8571	89.0	2403	16.7323	0.3439	0.8327	0.218	0.3441	0.4959	-1.0	0.0498	0.3229	0.4492	0.4487	0.6333	-1.0	0.3439	0.4492
4.8571	90.0	2430	17.1436	0.3533	0.8352	0.2303	0.3536	0.4264	-1.0	0.0517	0.3293	0.464	0.4638	0.5333	-1.0	0.3533	0.464
4.7422	91.0	2457	16.3854	0.3491	0.8187	0.2139	0.3492	0.5028	-1.0	0.0494	0.321	0.4625	0.4622	0.6	-1.0	0.3491	0.4625
4.7422	92.0	2484	17.0283	0.3554	0.8412	0.1951	0.3554	0.4691	-1.0	0.0487	0.328	0.4626	0.4623	0.6	-1.0	0.3554	0.4626
4.7538	93.0	2511	17.3489	0.3642	0.8243	0.2547	0.3653	0.3294	-1.0	0.0504	0.3365	0.4729	0.4728	0.5	-1.0	0.3642	0.4729
4.7538	94.0	2538	16.8791	0.3595	0.8383	0.2287	0.3596	0.4679	-1.0	0.0494	0.3308	0.4666	0.4663	0.6	-1.0	0.3595	0.4666
4.7398	95.0	2565	15.6964	0.3607	0.8371	0.2447	0.361	0.4223	-1.0	0.0511	0.3299	0.4726	0.4726	0.4667	-1.0	0.3607	0.4726
4.7398	96.0	2592	15.9960	0.3608	0.8262	0.2608	0.3615	0.3666	-1.0	0.051	0.3322	0.4668	0.4667	0.5	-1.0	0.3608	0.4668
4.7244	97.0	2619	16.8668	0.3723	0.8389	0.2634	0.3726	0.4131	-1.0	0.0495	0.3398	0.4868	0.4865	0.6	-1.0	0.3723	0.4868
4.7244	98.0	2646	17.1989	0.36	0.831	0.2616	0.3607	0.3725	-1.0	0.0487	0.332	0.4682	0.4679	0.6	-1.0	0.36	0.4682
4.6951	99.0	2673	16.5477	0.3635	0.831	0.2439	0.3638	0.4388	-1.0	0.0519	0.334	0.466	0.4657	0.5667	-1.0	0.3635	0.466
4.7846	100.0	2700	15.9915	0.3445	0.8251	0.2197	0.3457	0.2743	-1.0	0.0489	0.3195	0.4552	0.4551	0.5	-1.0	0.3445	0.4552
4.7846	101.0	2727	16.0359	0.3591	0.8341	0.2453	0.3599	0.2761	-1.0	0.0519	0.3305	0.4649	0.4646	0.5667	-1.0	0.3591	0.4649
4.7070	102.0	2754	16.1871	0.3399	0.8137	0.2045	0.341	0.2123	-1.0	0.0482	0.3226	0.4608	0.4607	0.4667	-1.0	0.3399	0.4608
4.7070	103.0	2781	16.7094	0.3605	0.838	0.2427	0.3613	0.2737	-1.0	0.0514	0.3277	0.4679	0.468	0.4333	-1.0	0.3605	0.4679
4.7323	104.0	2808	16.9980	0.3633	0.8257	0.2677	0.3644	0.2759	-1.0	0.0519	0.3342	0.4682	0.4683	0.4333	-1.0	0.3633	0.4682
4.7323	105.0	2835	17.5703	0.3855	0.8512	0.2824	0.3869	0.3155	-1.0	0.0522	0.347	0.4868	0.4865	0.6333	-1.0	0.3855	0.4868
4.6628	106.0	2862	16.8870	0.3567	0.8251	0.2143	0.3573	0.3083	-1.0	0.0489	0.329	0.4724	0.4723	0.5333	-1.0	0.3567	0.4724
4.6628	107.0	2889	18.6112	0.3529	0.8261	0.2326	0.3538	0.3529	-1.0	0.0504	0.3264	0.4643	0.4638	0.6667	-1.0	0.3529	0.4643
4.6525	108.0	2916	17.1702	0.3545	0.8214	0.2449	0.3562	0.2282	-1.0	0.0511	0.3297	0.463	0.463	0.5	-1.0	0.3545	0.463
4.6525	109.0	2943	16.4200	0.3624	0.8417	0.2387	0.363	0.4034	-1.0	0.0507	0.3344	0.4733	0.4731	0.5333	-1.0	0.3624	0.4733
4.6449	110.0	2970	16.8938	0.3709	0.8391	0.2503	0.3722	0.3346	-1.0	0.0519	0.3378	0.4777	0.4775	0.5667	-1.0	0.3709	0.4777
4.6449	111.0	2997	16.9050	0.3661	0.8385	0.2438	0.3673	0.2849	-1.0	0.0515	0.3345	0.4743	0.4741	0.5667	-1.0	0.3661	0.4743
4.6034	112.0	3024	15.8275	0.3642	0.8308	0.2614	0.3652	0.2807	-1.0	0.054	0.3308	0.472	0.4719	0.5333	-1.0	0.3642	0.472
4.6653	113.0	3051	16.2430	0.3557	0.8301	0.2327	0.3559	0.4006	-1.0	0.0494	0.3285	0.4675	0.4673	0.5667	-1.0	0.3557	0.4675
4.6653	114.0	3078	16.4663	0.3763	0.8385	0.2702	0.3779	0.1915	-1.0	0.0538	0.3435	0.4828	0.4829	0.4333	-1.0	0.3763	0.4828
4.6069	115.0	3105	16.6517	0.3692	0.8324	0.2535	0.3694	0.4199	-1.0	0.053	0.3402	0.4768	0.4764	0.6667	-1.0	0.3692	0.4768
4.6069	116.0	3132	15.7798	0.3641	0.842	0.2494	0.3649	0.2794	-1.0	0.0517	0.3272	0.4699	0.4701	0.4	-1.0	0.3641	0.4699
4.5407	117.0	3159	16.6529	0.3836	0.8449	0.28	0.3844	0.3326	-1.0	0.0527	0.3503	0.4894	0.4892	0.5667	-1.0	0.3836	0.4894
4.5407	118.0	3186	16.4877	0.3781	0.8418	0.285	0.3788	0.4376	-1.0	0.0521	0.3385	0.4824	0.4821	0.6333	-1.0	0.3781	0.4824
4.5009	119.0	3213	16.2491	0.3714	0.8372	0.2689	0.3718	0.4832	-1.0	0.053	0.3353	0.4779	0.4777	0.5667	-1.0	0.3714	0.4779
4.5009	120.0	3240	16.8314	0.3804	0.8423	0.2779	0.3814	0.435	-1.0	0.0525	0.343	0.4839	0.4834	0.7	-1.0	0.3804	0.4839
4.4912	121.0	3267	17.6088	0.3867	0.845	0.2826	0.3873	0.3321	-1.0	0.0531	0.3448	0.4893	0.489	0.6	-1.0	0.3867	0.4893
4.4912	122.0	3294	16.7589	0.3707	0.8437	0.2376	0.3714	0.4229	-1.0	0.0519	0.3362	0.4757	0.4753	0.6333	-1.0	0.3707	0.4757
4.5104	123.0	3321	17.1422	0.3881	0.8362	0.2882	0.3891	0.3809	-1.0	0.0524	0.3487	0.4882	0.488	0.5667	-1.0	0.3881	0.4882
4.5104	124.0	3348	16.7464	0.365	0.8234	0.2681	0.3649	0.5611	-1.0	0.0507	0.3343	0.4708	0.4705	0.6	-1.0	0.365	0.4708
4.4994	125.0	3375	17.1965	0.3559	0.8352	0.2293	0.3558	0.5584	-1.0	0.051	0.3223	0.4651	0.4647	0.6333	-1.0	0.3559	0.4651
4.4779	126.0	3402	18.6722	0.3842	0.8413	0.2933	0.3847	0.4135	-1.0	0.053	0.3445	0.4873	0.487	0.6	-1.0	0.3842	0.4873
4.4779	127.0	3429	18.0424	0.3692	0.835	0.2508	0.3692	0.5409	-1.0	0.0486	0.3316	0.4779	0.4777	0.5667	-1.0	0.3692	0.4779
4.4241	128.0	3456	16.9203	0.3753	0.8539	0.2664	0.3759	0.299	-1.0	0.051	0.3378	0.4789	0.4789	0.4667	-1.0	0.3753	0.4789
4.4241	129.0	3483	16.2357	0.3668	0.8326	0.2509	0.3674	0.3741	-1.0	0.0529	0.3337	0.4754	0.4751	0.6	-1.0	0.3668	0.4754
4.4489	130.0	3510	15.7602	0.3777	0.831	0.2776	0.3787	0.259	-1.0	0.0525	0.3407	0.4866	0.4867	0.4333	-1.0	0.3777	0.4866
4.4489	131.0	3537	16.2631	0.3778	0.845	0.2535	0.3789	0.3285	-1.0	0.0507	0.3413	0.4863	0.4863	0.4667	-1.0	0.3778	0.4863
4.3995	132.0	3564	15.9441	0.3732	0.8513	0.2476	0.3732	0.4404	-1.0	0.0518	0.3374	0.4842	0.4841	0.5	-1.0	0.3732	0.4842
4.3995	133.0	3591	16.3508	0.3825	0.8472	0.273	0.3833	0.3064	-1.0	0.0509	0.3493	0.4896	0.4897	0.4667	-1.0	0.3825	0.4896
4.3886	134.0	3618	16.3299	0.3833	0.8394	0.3031	0.3838	0.2902	-1.0	0.0501	0.3472	0.491	0.4909	0.5333	-1.0	0.3833	0.491
4.3886	135.0	3645	17.1763	0.3646	0.8325	0.2472	0.3652	0.2485	-1.0	0.0495	0.3326	0.4755	0.4754	0.5333	-1.0	0.3646	0.4755
4.4135	136.0	3672	16.3222	0.3884	0.8453	0.2913	0.3891	0.3739	-1.0	0.0543	0.3463	0.4864	0.4862	0.5667	-1.0	0.3884	0.4864
4.4135	137.0	3699	16.3246	0.3846	0.8394	0.2948	0.3847	0.4177	-1.0	0.0515	0.3475	0.489	0.4885	0.6667	-1.0	0.3846	0.489
4.3255	138.0	3726	16.3271	0.394	0.849	0.307	0.3942	0.4397	-1.0	0.0522	0.3515	0.4946	0.4945	0.5667	-1.0	0.394	0.4946
4.2840	139.0	3753	16.2455	0.3775	0.8514	0.2532	0.3781	0.4832	-1.0	0.0501	0.3425	0.483	0.4828	0.5667	-1.0	0.3775	0.483
4.2840	140.0	3780	16.2438	0.3931	0.8607	0.2871	0.3938	0.4569	-1.0	0.0508	0.3483	0.5024	0.5021	0.6667	-1.0	0.3931	0.5024
4.2567	141.0	3807	16.2535	0.3903	0.842	0.3092	0.391	0.3913	-1.0	0.053	0.35	0.4976	0.4976	0.5333	-1.0	0.3903	0.4976
4.2567	142.0	3834	16.0392	0.3607	0.8267	0.2246	0.3616	0.2719	-1.0	0.0519	0.331	0.4768	0.4768	0.5	-1.0	0.3607	0.4768
4.3579	143.0	3861	15.7161	0.3877	0.8578	0.2967	0.3882	0.3486	-1.0	0.0533	0.3477	0.4947	0.4945	0.6	-1.0	0.3877	0.4947
4.3579	144.0	3888	16.1233	0.3852	0.8575	0.2737	0.3863	0.3899	-1.0	0.0506	0.346	0.4948	0.4948	0.5	-1.0	0.3852	0.4948
4.2815	145.0	3915	15.7569	0.3921	0.8582	0.2955	0.3931	0.3001	-1.0	0.0523	0.3504	0.4954	0.4953	0.5667	-1.0	0.3921	0.4954
4.2815	146.0	3942	18.4297	0.3737	0.8428	0.2593	0.3744	0.284	-1.0	0.0526	0.3377	0.4757	0.4755	0.5667	-1.0	0.3737	0.4757
4.3501	147.0	3969	17.7591	0.3788	0.8595	0.2521	0.3797	0.3832	-1.0	0.0489	0.3403	0.4842	0.4841	0.5	-1.0	0.3788	0.4842
4.3501	148.0	3996	16.1206	0.3911	0.8458	0.3064	0.3918	0.3828	-1.0	0.0518	0.3519	0.4944	0.4942	0.6	-1.0	0.3911	0.4944
4.3153	149.0	4023	16.6178	0.3881	0.8567	0.2791	0.3886	0.3748	-1.0	0.0525	0.3471	0.4943	0.4943	0.5	-1.0	0.3881	0.4943
4.4102	150.0	4050	18.5802	0.3746	0.8382	0.267	0.375	0.3608	-1.0	0.0513	0.3415	0.482	0.4818	0.5667	-1.0	0.3746	0.482
4.4102	151.0	4077	17.4343	0.3931	0.8578	0.3021	0.3937	0.3536	-1.0	0.0527	0.3498	0.4987	0.4986	0.5333	-1.0	0.3931	0.4987
4.2174	152.0	4104	16.5326	0.3704	0.856	0.2336	0.3708	0.3967	-1.0	0.05	0.3361	0.4749	0.4744	0.6667	-1.0	0.3704	0.4749
4.2174	153.0	4131	16.0909	0.3944	0.854	0.3005	0.3952	0.4	-1.0	0.0527	0.3548	0.4961	0.4961	0.5333	-1.0	0.3944	0.4961
4.1438	154.0	4158	16.2280	0.3886	0.8539	0.2856	0.3884	0.5083	-1.0	0.0545	0.3476	0.4916	0.4913	0.6	-1.0	0.3886	0.4916
4.1438	155.0	4185	15.8842	0.3637	0.8377	0.2328	0.3635	0.4654	-1.0	0.0508	0.3319	0.4718	0.4716	0.5333	-1.0	0.3637	0.4718
4.2257	156.0	4212	16.0488	0.3849	0.8481	0.2683	0.3851	0.4747	-1.0	0.0532	0.3444	0.4879	0.4877	0.5667	-1.0	0.3849	0.4879
4.2257	157.0	4239	15.8855	0.3792	0.8368	0.2641	0.3793	0.4222	-1.0	0.0522	0.3393	0.4846	0.4843	0.6	-1.0	0.3792	0.4846
4.2636	158.0	4266	15.8272	0.3931	0.8648	0.2876	0.3936	0.3935	-1.0	0.0527	0.3498	0.5046	0.5045	0.5667	-1.0	0.3931	0.5046
4.2636	159.0	4293	16.5032	0.4039	0.8625	0.3166	0.4045	0.3485	-1.0	0.0532	0.3551	0.5046	0.5044	0.5667	-1.0	0.4039	0.5046
4.1590	160.0	4320	16.6261	0.3874	0.8442	0.2681	0.3873	0.5163	-1.0	0.0529	0.3504	0.4983	0.498	0.6	-1.0	0.3874	0.4983
4.1590	161.0	4347	17.2746	0.397	0.8562	0.2952	0.3974	0.4164	-1.0	0.0531	0.3548	0.5003	0.5	0.6333	-1.0	0.397	0.5003
4.1820	162.0	4374	17.1119	0.3761	0.834	0.258	0.3763	0.4917	-1.0	0.0515	0.3478	0.4883	0.4879	0.6333	-1.0	0.3761	0.4883
4.2842	163.0	4401	16.5234	0.3942	0.8611	0.2935	0.3945	0.4639	-1.0	0.0508	0.3493	0.4942	0.4938	0.6667	-1.0	0.3942	0.4942
4.2842	164.0	4428	16.4430	0.4036	0.8712	0.3218	0.404	0.4243	-1.0	0.0533	0.3578	0.5025	0.5024	0.5333	-1.0	0.4036	0.5025
4.0813	165.0	4455	16.6846	0.3944	0.8575	0.2956	0.3953	0.3894	-1.0	0.0532	0.3546	0.4973	0.4972	0.5333	-1.0	0.3944	0.4973
4.0813	166.0	4482	16.8995	0.3853	0.8528	0.289	0.3857	0.468	-1.0	0.0533	0.3459	0.4862	0.4859	0.6	-1.0	0.3853	0.4862
4.1852	167.0	4509	16.1551	0.4	0.8579	0.3192	0.4002	0.5363	-1.0	0.0547	0.358	0.4976	0.4971	0.7	-1.0	0.4	0.4976
4.1852	168.0	4536	16.3987	0.3937	0.8439	0.3088	0.3946	0.3697	-1.0	0.0533	0.3493	0.4998	0.4998	0.5333	-1.0	0.3937	0.4998
4.1128	169.0	4563	16.4267	0.4061	0.8541	0.3264	0.4069	0.4173	-1.0	0.0542	0.3618	0.5106	0.5104	0.6	-1.0	0.4061	0.5106
4.1128	170.0	4590	16.7487	0.3954	0.8533	0.296	0.3961	0.4245	-1.0	0.053	0.3557	0.494	0.4938	0.5667	-1.0	0.3954	0.494
4.1190	171.0	4617	17.0024	0.4056	0.8526	0.3099	0.4063	0.3939	-1.0	0.0526	0.3582	0.5011	0.5009	0.5667	-1.0	0.4056	0.5011
4.1190	172.0	4644	17.0119	0.3844	0.8457	0.2912	0.3845	0.4673	-1.0	0.0526	0.345	0.4924	0.4925	0.4667	-1.0	0.3844	0.4924
4.0902	173.0	4671	16.4533	0.3848	0.8548	0.2755	0.3856	0.3338	-1.0	0.05	0.345	0.4859	0.4859	0.4667	-1.0	0.3848	0.4859
4.0902	174.0	4698	16.5237	0.388	0.8583	0.28	0.3886	0.3757	-1.0	0.0515	0.3519	0.4888	0.4886	0.5667	-1.0	0.388	0.4888
4.2181	175.0	4725	16.2795	0.3979	0.8515	0.3162	0.3984	0.4299	-1.0	0.0539	0.3562	0.4926	0.4924	0.5667	-1.0	0.3979	0.4926
4.1463	176.0	4752	16.2727	0.4016	0.8682	0.317	0.4016	0.5111	-1.0	0.0511	0.3559	0.4914	0.4912	0.6	-1.0	0.4016	0.4914
4.1463	177.0	4779	17.2081	0.3921	0.8541	0.3081	0.3925	0.4682	-1.0	0.0531	0.355	0.495	0.4946	0.6333	-1.0	0.3921	0.495
4.0392	178.0	4806	16.6818	0.3908	0.8504	0.2953	0.3912	0.3899	-1.0	0.0538	0.3548	0.4826	0.4825	0.5333	-1.0	0.3908	0.4826
4.0392	179.0	4833	16.0860	0.4004	0.8596	0.308	0.4009	0.3379	-1.0	0.0537	0.3567	0.4946	0.4944	0.5667	-1.0	0.4004	0.4946
4.0507	180.0	4860	16.0226	0.3945	0.8589	0.2926	0.3945	0.508	-1.0	0.0527	0.3496	0.4954	0.4952	0.5667	-1.0	0.3945	0.4954
4.0507	181.0	4887	16.0794	0.3914	0.8437	0.3032	0.3921	0.3415	-1.0	0.0512	0.3504	0.4935	0.4934	0.5333	-1.0	0.3914	0.4935
4.0509	182.0	4914	16.3602	0.3917	0.8545	0.2842	0.3922	0.3348	-1.0	0.0522	0.3515	0.4991	0.4991	0.5333	-1.0	0.3917	0.4991
4.0509	183.0	4941	15.9481	0.4075	0.8581	0.3233	0.4082	0.28	-1.0	0.0538	0.3606	0.5084	0.5084	0.5	-1.0	0.4075	0.5084
4.0867	184.0	4968	16.0331	0.4006	0.8579	0.3135	0.4016	0.3038	-1.0	0.0533	0.3496	0.498	0.4981	0.4333	-1.0	0.4006	0.498
4.0867	185.0	4995	16.3652	0.4097	0.8628	0.3301	0.4105	0.3803	-1.0	0.0529	0.3557	0.506	0.5059	0.5333	-1.0	0.4097	0.506
4.0923	186.0	5022	15.8638	0.3995	0.8516	0.3236	0.4001	0.3787	-1.0	0.0542	0.3515	0.5022	0.5021	0.5333	-1.0	0.3995	0.5022
4.0923	187.0	5049	16.7550	0.4061	0.8563	0.321	0.4073	0.3555	-1.0	0.0522	0.3604	0.5142	0.514	0.6	-1.0	0.4061	0.5142
3.9762	188.0	5076	15.7471	0.3915	0.8615	0.2898	0.3924	0.3514	-1.0	0.053	0.3487	0.4901	0.4899	0.5667	-1.0	0.3915	0.4901
3.9854	189.0	5103	16.1079	0.3958	0.8521	0.3051	0.3962	0.4668	-1.0	0.0541	0.3486	0.4971	0.497	0.5333	-1.0	0.3958	0.4971
3.9854	190.0	5130	16.5447	0.4141	0.8755	0.3455	0.4147	0.4417	-1.0	0.0532	0.3624	0.5032	0.5028	0.6333	-1.0	0.4141	0.5032
4.0043	191.0	5157	16.7743	0.4011	0.8385	0.3094	0.4016	0.4301	-1.0	0.0548	0.3599	0.5009	0.5007	0.5667	-1.0	0.4011	0.5009
4.0043	192.0	5184	16.7691	0.4084	0.8616	0.319	0.4091	0.4387	-1.0	0.0546	0.3647	0.5085	0.5083	0.6	-1.0	0.4084	0.5085
3.9667	193.0	5211	17.7372	0.4056	0.8736	0.3124	0.4064	0.3988	-1.0	0.0538	0.3567	0.5075	0.5072	0.6333	-1.0	0.4056	0.5075
3.9667	194.0	5238	16.4629	0.4068	0.868	0.3193	0.4075	0.3503	-1.0	0.0534	0.3585	0.5009	0.5007	0.6	-1.0	0.4068	0.5009
3.9378	195.0	5265	16.0149	0.4067	0.863	0.3253	0.4073	0.3798	-1.0	0.0522	0.3571	0.5006	0.5002	0.6667	-1.0	0.4067	0.5006
3.9378	196.0	5292	16.1783	0.4025	0.8507	0.3307	0.403	0.3979	-1.0	0.0516	0.3578	0.5032	0.5029	0.6333	-1.0	0.4025	0.5032
3.9910	197.0	5319	16.5855	0.4132	0.8579	0.3403	0.4143	0.3466	-1.0	0.0526	0.3653	0.5104	0.5102	0.6	-1.0	0.4132	0.5104
3.9910	198.0	5346	16.5169	0.411	0.8575	0.3268	0.4118	0.3656	-1.0	0.0542	0.3598	0.5103	0.5099	0.7	-1.0	0.411	0.5103
3.9107	199.0	5373	16.7241	0.398	0.8548	0.3225	0.3984	0.3656	-1.0	0.054	0.3512	0.501	0.5007	0.6333	-1.0	0.398	0.501
4.0396	200.0	5400	16.9070	0.4049	0.8524	0.3075	0.4055	0.4401	-1.0	0.052	0.3596	0.5058	0.5053	0.7333	-1.0	0.4049	0.5058
4.0396	201.0	5427	18.2532	0.4084	0.8609	0.3229	0.4086	0.4402	-1.0	0.0528	0.3641	0.5076	0.5072	0.6667	-1.0	0.4084	0.5076
3.9148	202.0	5454	17.3145	0.4014	0.8717	0.3038	0.4023	0.4201	-1.0	0.0523	0.3557	0.5003	0.4999	0.6667	-1.0	0.4014	0.5003
3.9148	203.0	5481	16.8716	0.3854	0.841	0.277	0.3858	0.4152	-1.0	0.0506	0.3491	0.4925	0.4922	0.6333	-1.0	0.3854	0.4925
3.9143	204.0	5508	16.8096	0.3971	0.8543	0.2988	0.3982	0.3274	-1.0	0.0509	0.3548	0.4992	0.499	0.6	-1.0	0.3971	0.4992
3.9143	205.0	5535	16.9401	0.3865	0.8472	0.2789	0.387	0.3429	-1.0	0.0513	0.3503	0.4973	0.4972	0.5667	-1.0	0.3865	0.4973
3.9684	206.0	5562	16.9950	0.4082	0.8597	0.3404	0.4096	0.2991	-1.0	0.0535	0.3637	0.5075	0.5073	0.5667	-1.0	0.4082	0.5075
3.9684	207.0	5589	16.3013	0.4117	0.8578	0.3514	0.413	0.2749	-1.0	0.053	0.3656	0.5128	0.5129	0.5	-1.0	0.4117	0.5128
3.9426	208.0	5616	16.2651	0.3934	0.8531	0.2922	0.3945	0.3097	-1.0	0.0513	0.3511	0.4916	0.4915	0.5333	-1.0	0.3934	0.4916
3.9426	209.0	5643	16.9282	0.4055	0.8637	0.3064	0.4072	0.2815	-1.0	0.0535	0.3604	0.5059	0.5056	0.6333	-1.0	0.4055	0.5059
3.9489	210.0	5670	16.6823	0.4027	0.8558	0.3043	0.4037	0.3744	-1.0	0.0528	0.3627	0.5078	0.5075	0.6333	-1.0	0.4027	0.5078
3.9489	211.0	5697	16.1362	0.4036	0.8632	0.3108	0.4045	0.3573	-1.0	0.05	0.359	0.5047	0.5046	0.5667	-1.0	0.4036	0.5047
3.9116	212.0	5724	16.2964	0.3852	0.8519	0.2682	0.3862	0.3193	-1.0	0.0493	0.347	0.4887	0.4885	0.6	-1.0	0.3852	0.4887
4.0269	213.0	5751	16.2204	0.4042	0.8594	0.3126	0.4053	0.3111	-1.0	0.0547	0.3603	0.5036	0.5035	0.5667	-1.0	0.4042	0.5036
4.0269	214.0	5778	16.7730	0.4053	0.8556	0.3233	0.4061	0.3386	-1.0	0.0533	0.3573	0.5018	0.5017	0.5333	-1.0	0.4053	0.5018
3.9154	215.0	5805	16.3873	0.4028	0.8568	0.3072	0.4038	0.3348	-1.0	0.0541	0.3554	0.5063	0.5062	0.5333	-1.0	0.4028	0.5063
3.9154	216.0	5832	16.8308	0.42	0.8724	0.3394	0.4208	0.3292	-1.0	0.0551	0.3708	0.516	0.5159	0.5667	-1.0	0.42	0.516
3.8529	217.0	5859	16.6076	0.4107	0.8669	0.3274	0.4114	0.3874	-1.0	0.0531	0.3629	0.5054	0.5051	0.6333	-1.0	0.4107	0.5054
3.8529	218.0	5886	16.1797	0.404	0.8596	0.3198	0.4045	0.3912	-1.0	0.053	0.3593	0.5013	0.5011	0.5667	-1.0	0.404	0.5013
3.8725	219.0	5913	16.7991	0.4061	0.8691	0.3118	0.4063	0.3668	-1.0	0.0537	0.3624	0.5084	0.5081	0.6	-1.0	0.4061	0.5084
3.8725	220.0	5940	16.4982	0.4088	0.8676	0.3221	0.4095	0.3855	-1.0	0.0531	0.3619	0.5053	0.505	0.6333	-1.0	0.4088	0.5053
3.8389	221.0	5967	16.2856	0.4099	0.8622	0.3206	0.4106	0.3969	-1.0	0.0529	0.3604	0.5047	0.5044	0.6333	-1.0	0.4099	0.5047
3.8389	222.0	5994	16.4109	0.4053	0.8612	0.3258	0.4061	0.3419	-1.0	0.0533	0.3559	0.4965	0.4964	0.5667	-1.0	0.4053	0.4965
3.8544	223.0	6021	16.3090	0.4202	0.8679	0.3593	0.4212	0.3209	-1.0	0.0541	0.3686	0.5148	0.5148	0.5	-1.0	0.4202	0.5148
3.8544	224.0	6048	16.3904	0.4097	0.8602	0.3225	0.4103	0.361	-1.0	0.0557	0.3632	0.51	0.5099	0.5667	-1.0	0.4097	0.51
3.8834	225.0	6075	16.3746	0.4029	0.8574	0.3226	0.4041	0.3201	-1.0	0.0541	0.3572	0.4998	0.4997	0.5333	-1.0	0.4029	0.4998
3.8897	226.0	6102	16.1022	0.411	0.8605	0.3291	0.4119	0.3029	-1.0	0.0536	0.3635	0.5064	0.5066	0.4333	-1.0	0.411	0.5064
3.8897	227.0	6129	16.2587	0.4136	0.8618	0.3308	0.4147	0.2955	-1.0	0.0547	0.3652	0.5053	0.5055	0.4333	-1.0	0.4136	0.5053
3.7997	228.0	6156	16.7682	0.405	0.8575	0.3251	0.4062	0.2853	-1.0	0.0545	0.3635	0.504	0.5044	0.3333	-1.0	0.405	0.504
3.7997	229.0	6183	16.7862	0.4032	0.8569	0.3079	0.4039	0.4211	-1.0	0.053	0.3578	0.5012	0.5009	0.6333	-1.0	0.4032	0.5012
3.7937	230.0	6210	17.3856	0.4049	0.8689	0.3244	0.4059	0.3878	-1.0	0.054	0.3615	0.5018	0.5015	0.6333	-1.0	0.4049	0.5018
3.7937	231.0	6237	17.0626	0.4123	0.8591	0.3332	0.4131	0.4221	-1.0	0.0526	0.3644	0.5082	0.5081	0.5333	-1.0	0.4123	0.5082
3.8273	232.0	6264	16.8282	0.4009	0.8517	0.32	0.4021	0.292	-1.0	0.052	0.3541	0.5005	0.5006	0.4667	-1.0	0.4009	0.5005
3.8273	233.0	6291	16.8713	0.4037	0.8633	0.3346	0.4049	0.382	-1.0	0.0532	0.3623	0.5006	0.5005	0.5333	-1.0	0.4037	0.5006
3.7948	234.0	6318	16.4855	0.4102	0.8604	0.3246	0.4102	0.4699	-1.0	0.0545	0.3641	0.5025	0.5023	0.6	-1.0	0.4102	0.5025
3.7948	235.0	6345	16.8753	0.4117	0.8642	0.3298	0.4117	0.4228	-1.0	0.0533	0.3648	0.5113	0.5112	0.5333	-1.0	0.4117	0.5113
3.8263	236.0	6372	16.8142	0.3996	0.8525	0.3124	0.3996	0.3789	-1.0	0.0504	0.3589	0.4961	0.4959	0.5667	-1.0	0.3996	0.4961
3.8263	237.0	6399	16.8017	0.4094	0.8611	0.3231	0.4096	0.3501	-1.0	0.0541	0.3576	0.5035	0.5036	0.4333	-1.0	0.4094	0.5035
3.8869	238.0	6426	16.8345	0.4149	0.8642	0.3343	0.4151	0.4153	-1.0	0.0553	0.3664	0.5108	0.5107	0.5667	-1.0	0.4149	0.5108
3.7354	239.0	6453	16.8919	0.4157	0.8518	0.3425	0.4158	0.4542	-1.0	0.0545	0.3653	0.5085	0.5085	0.5333	-1.0	0.4157	0.5085
3.7354	240.0	6480	16.8114	0.4172	0.8614	0.3443	0.4174	0.4047	-1.0	0.0537	0.3658	0.5128	0.5128	0.5333	-1.0	0.4172	0.5128
3.7473	241.0	6507	16.5562	0.4172	0.8589	0.3531	0.4174	0.4135	-1.0	0.0554	0.3662	0.5106	0.5106	0.5	-1.0	0.4172	0.5106
3.7473	242.0	6534	16.9795	0.4004	0.8494	0.3009	0.4005	0.442	-1.0	0.0543	0.3553	0.5011	0.501	0.5333	-1.0	0.4004	0.5011
3.7538	243.0	6561	17.6039	0.4185	0.8668	0.3427	0.4194	0.3655	-1.0	0.0549	0.3634	0.5128	0.5127	0.5667	-1.0	0.4185	0.5128
3.7538	244.0	6588	17.0435	0.4124	0.8698	0.3188	0.4132	0.4255	-1.0	0.0531	0.364	0.502	0.5019	0.5667	-1.0	0.4124	0.502
3.7602	245.0	6615	16.5632	0.4163	0.8609	0.3413	0.417	0.3807	-1.0	0.0532	0.3662	0.5108	0.5109	0.4667	-1.0	0.4163	0.5108
3.7602	246.0	6642	16.6606	0.4078	0.8511	0.3254	0.4088	0.4289	-1.0	0.0552	0.3647	0.5006	0.5004	0.6	-1.0	0.4078	0.5006
3.7527	247.0	6669	16.5367	0.4154	0.8675	0.3382	0.4163	0.3966	-1.0	0.0551	0.3671	0.5083	0.5081	0.5667	-1.0	0.4154	0.5083
3.7527	248.0	6696	16.3136	0.4131	0.8622	0.3315	0.4138	0.4937	-1.0	0.0521	0.365	0.509	0.5086	0.6667	-1.0	0.4131	0.509
3.6655	249.0	6723	16.2981	0.4093	0.8654	0.3378	0.4101	0.3536	-1.0	0.0543	0.3565	0.5027	0.5024	0.6	-1.0	0.4093	0.5027
3.7272	250.0	6750	15.9405	0.4161	0.8768	0.3367	0.417	0.383	-1.0	0.0551	0.365	0.5116	0.5113	0.6333	-1.0	0.4161	0.5116
3.7272	251.0	6777	15.7556	0.4	0.8531	0.3081	0.4011	0.3417	-1.0	0.0519	0.3574	0.5073	0.507	0.6333	-1.0	0.4	0.5073
3.6313	252.0	6804	16.1418	0.4152	0.858	0.3472	0.4162	0.335	-1.0	0.0534	0.3646	0.5143	0.5144	0.5	-1.0	0.4152	0.5143
3.6313	253.0	6831	16.1837	0.4033	0.8611	0.3111	0.4039	0.4299	-1.0	0.0519	0.3551	0.5033	0.5031	0.6	-1.0	0.4033	0.5033
3.7191	254.0	6858	16.3276	0.4065	0.8599	0.3291	0.4076	0.3172	-1.0	0.0529	0.3583	0.5061	0.506	0.5333	-1.0	0.4065	0.5061
3.7191	255.0	6885	16.3709	0.4181	0.8677	0.3494	0.4191	0.2838	-1.0	0.0541	0.3652	0.5088	0.509	0.4333	-1.0	0.4181	0.5088
3.7195	256.0	6912	16.2616	0.4149	0.866	0.3401	0.4161	0.2998	-1.0	0.0537	0.3643	0.5137	0.5137	0.5	-1.0	0.4149	0.5137
3.7195	257.0	6939	16.3753	0.4112	0.8664	0.3347	0.412	0.3717	-1.0	0.054	0.3641	0.51	0.5097	0.6333	-1.0	0.4112	0.51
3.7282	258.0	6966	16.4192	0.4203	0.862	0.3513	0.4213	0.3065	-1.0	0.0535	0.3708	0.5121	0.512	0.5667	-1.0	0.4203	0.5121
3.7282	259.0	6993	16.1538	0.4217	0.8625	0.3488	0.4225	0.3959	-1.0	0.0528	0.3675	0.5166	0.5164	0.6	-1.0	0.4217	0.5166
3.5633	260.0	7020	16.1452	0.4248	0.8668	0.3677	0.4257	0.405	-1.0	0.0542	0.3701	0.5153	0.5152	0.5667	-1.0	0.4248	0.5153
3.5633	261.0	7047	16.2022	0.4235	0.8679	0.3566	0.4244	0.4584	-1.0	0.0537	0.3707	0.5144	0.5141	0.6333	-1.0	0.4235	0.5144
3.6338	262.0	7074	16.3058	0.4202	0.859	0.3634	0.4214	0.3554	-1.0	0.0529	0.3703	0.5186	0.5185	0.5667	-1.0	0.4202	0.5186
3.5875	263.0	7101	16.1970	0.4257	0.8633	0.3631	0.4265	0.3949	-1.0	0.0556	0.3704	0.5212	0.5209	0.6667	-1.0	0.4257	0.5212
3.5875	264.0	7128	16.7119	0.4087	0.8656	0.3094	0.4097	0.3984	-1.0	0.0526	0.3655	0.5135	0.5129	0.7667	-1.0	0.4087	0.5135
3.5847	265.0	7155	16.5575	0.4157	0.8725	0.3311	0.4168	0.3633	-1.0	0.0519	0.3665	0.5136	0.5132	0.7	-1.0	0.4157	0.5136
3.5847	266.0	7182	16.4300	0.4302	0.8639	0.3803	0.431	0.4365	-1.0	0.0536	0.3768	0.524	0.5235	0.7333	-1.0	0.4302	0.524
3.5544	267.0	7209	15.9265	0.4204	0.8627	0.3547	0.4213	0.4484	-1.0	0.0527	0.3711	0.5176	0.5171	0.7	-1.0	0.4204	0.5176
3.5544	268.0	7236	16.1995	0.4264	0.8683	0.3548	0.4275	0.3753	-1.0	0.054	0.3683	0.5156	0.5154	0.6	-1.0	0.4264	0.5156
3.6762	269.0	7263	16.2759	0.4211	0.867	0.3339	0.4217	0.4323	-1.0	0.0541	0.3667	0.5155	0.5152	0.6333	-1.0	0.4211	0.5155
3.6762	270.0	7290	16.3060	0.4237	0.8592	0.3722	0.4248	0.4447	-1.0	0.0552	0.3735	0.5218	0.5213	0.7333	-1.0	0.4237	0.5218
3.6834	271.0	7317	16.1572	0.4202	0.8734	0.3491	0.4207	0.4269	-1.0	0.0537	0.3671	0.5177	0.5173	0.6667	-1.0	0.4202	0.5177
3.6834	272.0	7344	15.8895	0.4208	0.8807	0.3439	0.4217	0.392	-1.0	0.0531	0.3642	0.5139	0.5137	0.6	-1.0	0.4208	0.5139
3.6292	273.0	7371	16.0575	0.4217	0.8608	0.3595	0.4229	0.3753	-1.0	0.0549	0.3733	0.5166	0.5163	0.6667	-1.0	0.4217	0.5166
3.6292	274.0	7398	16.0464	0.4179	0.8613	0.343	0.4188	0.3906	-1.0	0.0538	0.363	0.5163	0.516	0.6333	-1.0	0.4179	0.5163
3.6078	275.0	7425	16.2525	0.4091	0.8608	0.333	0.4099	0.4146	-1.0	0.0536	0.3612	0.503	0.5028	0.6	-1.0	0.4091	0.503
3.6029	276.0	7452	15.9558	0.4194	0.8738	0.3587	0.4205	0.3223	-1.0	0.0529	0.3614	0.5132	0.5133	0.5	-1.0	0.4194	0.5132
3.6029	277.0	7479	15.9413	0.416	0.8731	0.3292	0.4167	0.4423	-1.0	0.0526	0.3608	0.5153	0.515	0.6333	-1.0	0.416	0.5153
3.5503	278.0	7506	15.8832	0.4294	0.8725	0.3605	0.4302	0.4207	-1.0	0.0553	0.3679	0.5253	0.5251	0.6	-1.0	0.4294	0.5253
3.5503	279.0	7533	15.7191	0.4262	0.8791	0.3429	0.4269	0.419	-1.0	0.0539	0.371	0.528	0.528	0.5	-1.0	0.4262	0.528
3.6374	280.0	7560	15.3411	0.4369	0.8724	0.3789	0.4379	0.3814	-1.0	0.0548	0.3799	0.5352	0.5352	0.5667	-1.0	0.4369	0.5352
3.6374	281.0	7587	15.6859	0.423	0.8667	0.3473	0.4235	0.4618	-1.0	0.0549	0.3703	0.5233	0.523	0.6667	-1.0	0.423	0.5233
3.5670	282.0	7614	15.5332	0.426	0.8759	0.3612	0.4268	0.4221	-1.0	0.0541	0.3726	0.5244	0.5243	0.5667	-1.0	0.426	0.5244
3.5670	283.0	7641	15.6252	0.4235	0.8662	0.3525	0.4245	0.3968	-1.0	0.0526	0.372	0.5229	0.5227	0.6333	-1.0	0.4235	0.5229
3.5311	284.0	7668	15.8555	0.4216	0.8605	0.3571	0.4227	0.3713	-1.0	0.0532	0.3723	0.5221	0.5218	0.6333	-1.0	0.4216	0.5221
3.5311	285.0	7695	15.9605	0.4284	0.8697	0.3683	0.4293	0.4421	-1.0	0.0548	0.3721	0.5255	0.5251	0.7	-1.0	0.4284	0.5255
3.5963	286.0	7722	16.1016	0.4183	0.857	0.3448	0.4191	0.3864	-1.0	0.0544	0.3728	0.5203	0.5202	0.5333	-1.0	0.4183	0.5203
3.5963	287.0	7749	16.0703	0.4264	0.8805	0.3507	0.4267	0.4423	-1.0	0.0533	0.3712	0.5242	0.5239	0.6667	-1.0	0.4264	0.5242
3.5502	288.0	7776	16.3951	0.4262	0.8713	0.3696	0.4271	0.3697	-1.0	0.0557	0.3731	0.5259	0.5257	0.6333	-1.0	0.4262	0.5259
3.4528	289.0	7803	16.2964	0.4124	0.8628	0.3445	0.4132	0.3718	-1.0	0.0526	0.3702	0.5114	0.5112	0.6	-1.0	0.4124	0.5114
3.4528	290.0	7830	16.7495	0.4208	0.8756	0.337	0.4214	0.4452	-1.0	0.0544	0.3694	0.5199	0.5196	0.6667	-1.0	0.4208	0.5199
3.5243	291.0	7857	16.1795	0.4278	0.875	0.3599	0.4289	0.3441	-1.0	0.0566	0.3708	0.5221	0.5221	0.5333	-1.0	0.4278	0.5221
3.5243	292.0	7884	16.1681	0.4152	0.8702	0.3386	0.4161	0.37	-1.0	0.0552	0.36	0.5104	0.5103	0.5667	-1.0	0.4152	0.5104
3.4891	293.0	7911	16.2375	0.4208	0.8743	0.3591	0.4218	0.4051	-1.0	0.0543	0.3715	0.5139	0.5136	0.6667	-1.0	0.4208	0.5139
3.4891	294.0	7938	16.1394	0.4251	0.8748	0.3651	0.4264	0.2652	-1.0	0.0545	0.3662	0.5181	0.518	0.5667	-1.0	0.4251	0.5181
3.5740	295.0	7965	16.2788	0.4201	0.8693	0.3547	0.4208	0.3978	-1.0	0.0537	0.366	0.5179	0.5179	0.5333	-1.0	0.4201	0.5179
3.5740	296.0	7992	16.0193	0.4259	0.8697	0.364	0.4267	0.387	-1.0	0.0549	0.3703	0.5209	0.5208	0.5667	-1.0	0.4259	0.5209
3.5262	297.0	8019	15.8934	0.4238	0.8787	0.3436	0.4245	0.3755	-1.0	0.0548	0.3753	0.5199	0.5199	0.5	-1.0	0.4238	0.5199
3.5262	298.0	8046	16.0852	0.419	0.8789	0.3363	0.4201	0.3623	-1.0	0.0559	0.3667	0.5168	0.5167	0.5667	-1.0	0.419	0.5168
3.4833	299.0	8073	16.0388	0.4189	0.8708	0.3378	0.42	0.2948	-1.0	0.0545	0.3649	0.5175	0.5175	0.5333	-1.0	0.4189	0.5175
3.5172	300.0	8100	16.4603	0.4264	0.8765	0.3756	0.428	0.2872	-1.0	0.0552	0.3722	0.5203	0.5201	0.6	-1.0	0.4264	0.5203
3.5172	301.0	8127	16.6227	0.414	0.874	0.3365	0.4148	0.394	-1.0	0.0526	0.3647	0.5111	0.5109	0.6	-1.0	0.414	0.5111
3.4547	302.0	8154	16.5893	0.4214	0.8691	0.3539	0.4223	0.4291	-1.0	0.0559	0.3702	0.5191	0.519	0.6	-1.0	0.4214	0.5191
3.4547	303.0	8181	16.2142	0.4262	0.8694	0.3666	0.4271	0.3792	-1.0	0.0558	0.3693	0.5193	0.5191	0.6	-1.0	0.4262	0.5193
3.4458	304.0	8208	16.3275	0.4106	0.8607	0.3525	0.4118	0.3574	-1.0	0.0556	0.3649	0.5096	0.5095	0.5667	-1.0	0.4106	0.5096
3.4458	305.0	8235	16.0034	0.4246	0.8634	0.3472	0.4253	0.4577	-1.0	0.0558	0.3703	0.5177	0.5174	0.6333	-1.0	0.4246	0.5177
3.4040	306.0	8262	16.1635	0.4195	0.8616	0.3601	0.4202	0.4203	-1.0	0.0555	0.3671	0.5162	0.516	0.6	-1.0	0.4195	0.5162
3.4040	307.0	8289	15.9295	0.4222	0.8678	0.3532	0.4229	0.4031	-1.0	0.0532	0.3658	0.5177	0.5175	0.6333	-1.0	0.4222	0.5177
3.4804	308.0	8316	16.0637	0.4122	0.8543	0.3343	0.4129	0.3839	-1.0	0.0531	0.3637	0.5099	0.5097	0.5667	-1.0	0.4122	0.5099
3.4804	309.0	8343	16.4771	0.4232	0.8715	0.3605	0.4239	0.3594	-1.0	0.0547	0.3674	0.5154	0.5153	0.5333	-1.0	0.4232	0.5154
3.4814	310.0	8370	16.0770	0.4216	0.8674	0.3606	0.4225	0.336	-1.0	0.0539	0.3701	0.5173	0.5172	0.5333	-1.0	0.4216	0.5173
3.4814	311.0	8397	15.8351	0.4138	0.8586	0.3308	0.4144	0.4236	-1.0	0.0536	0.3645	0.5101	0.51	0.5667	-1.0	0.4138	0.5101
3.4536	312.0	8424	15.7502	0.4185	0.8728	0.3475	0.4193	0.3367	-1.0	0.0558	0.3671	0.5166	0.5167	0.5	-1.0	0.4185	0.5166
3.4546	313.0	8451	15.9024	0.412	0.8604	0.3372	0.4132	0.3243	-1.0	0.0527	0.3628	0.5142	0.5143	0.4667	-1.0	0.412	0.5142
3.4546	314.0	8478	15.8039	0.422	0.8621	0.3554	0.4231	0.3033	-1.0	0.0549	0.3723	0.5238	0.5239	0.4667	-1.0	0.422	0.5238
3.4387	315.0	8505	15.9651	0.4156	0.87	0.3343	0.4165	0.305	-1.0	0.0533	0.3667	0.5212	0.5213	0.4667	-1.0	0.4156	0.5212
3.4387	316.0	8532	15.9524	0.4184	0.8563	0.3507	0.4198	0.2983	-1.0	0.0545	0.3708	0.5203	0.5203	0.5333	-1.0	0.4184	0.5203
3.4056	317.0	8559	16.1136	0.4265	0.8695	0.3549	0.4273	0.3659	-1.0	0.0542	0.3735	0.5234	0.5233	0.5667	-1.0	0.4265	0.5234
3.4056	318.0	8586	16.0682	0.427	0.865	0.3675	0.428	0.3068	-1.0	0.0551	0.3727	0.5269	0.5269	0.5333	-1.0	0.427	0.5269
3.4302	319.0	8613	16.0180	0.4088	0.8626	0.3204	0.4097	0.3186	-1.0	0.0519	0.3625	0.5106	0.5105	0.5667	-1.0	0.4088	0.5106
3.4302	320.0	8640	15.8609	0.4289	0.8715	0.3704	0.4298	0.3663	-1.0	0.0552	0.3733	0.5299	0.5298	0.6	-1.0	0.4289	0.5299
3.4481	321.0	8667	15.8703	0.4226	0.868	0.3622	0.4233	0.3371	-1.0	0.0549	0.3706	0.5185	0.5183	0.6	-1.0	0.4226	0.5185
3.4481	322.0	8694	15.7831	0.4274	0.8715	0.3688	0.4282	0.2963	-1.0	0.0555	0.3719	0.521	0.5211	0.5	-1.0	0.4274	0.521
3.3591	323.0	8721	15.9328	0.4311	0.8705	0.3701	0.4317	0.3465	-1.0	0.0551	0.3713	0.5276	0.5275	0.5667	-1.0	0.4311	0.5276
3.3591	324.0	8748	15.8898	0.4291	0.87	0.372	0.4296	0.392	-1.0	0.0545	0.3745	0.5303	0.5303	0.5333	-1.0	0.4291	0.5303
3.3304	325.0	8775	15.8119	0.4339	0.881	0.3724	0.4347	0.3935	-1.0	0.0541	0.3766	0.53	0.5298	0.6333	-1.0	0.4339	0.53
3.3264	326.0	8802	15.8516	0.4273	0.8658	0.3506	0.4278	0.4404	-1.0	0.0567	0.3771	0.5292	0.5289	0.6333	-1.0	0.4273	0.5292
3.3264	327.0	8829	16.0206	0.4271	0.8661	0.3633	0.4279	0.3854	-1.0	0.0547	0.3747	0.523	0.5227	0.6333	-1.0	0.4271	0.523
3.3744	328.0	8856	15.9712	0.4286	0.876	0.3461	0.4294	0.365	-1.0	0.0568	0.3726	0.5254	0.5251	0.6333	-1.0	0.4286	0.5254
3.3744	329.0	8883	16.2031	0.4319	0.8764	0.3701	0.4324	0.3956	-1.0	0.0563	0.379	0.5258	0.5255	0.6333	-1.0	0.4319	0.5258
3.2995	330.0	8910	16.1624	0.4212	0.8751	0.3457	0.422	0.2907	-1.0	0.0545	0.3674	0.5158	0.5158	0.5	-1.0	0.4212	0.5158
3.2995	331.0	8937	16.0765	0.4278	0.8714	0.347	0.4286	0.3848	-1.0	0.0546	0.3747	0.5203	0.5202	0.5667	-1.0	0.4278	0.5203
3.3680	332.0	8964	15.8568	0.428	0.8732	0.3662	0.4289	0.3075	-1.0	0.0548	0.3736	0.5243	0.5242	0.5333	-1.0	0.428	0.5243
3.3680	333.0	8991	15.7883	0.433	0.8678	0.364	0.4337	0.4243	-1.0	0.0559	0.3729	0.5231	0.5231	0.5333	-1.0	0.433	0.5231
3.2977	334.0	9018	15.9244	0.4356	0.8709	0.3743	0.4361	0.4271	-1.0	0.0555	0.3772	0.5277	0.5276	0.5667	-1.0	0.4356	0.5277
3.2977	335.0	9045	16.0564	0.4268	0.8733	0.3647	0.4279	0.4258	-1.0	0.0552	0.3746	0.5182	0.518	0.6	-1.0	0.4268	0.5182
3.3582	336.0	9072	15.9430	0.4402	0.8744	0.3912	0.4419	0.3063	-1.0	0.0554	0.3816	0.5303	0.5301	0.6333	-1.0	0.4402	0.5303
3.3582	337.0	9099	15.8476	0.4333	0.8663	0.3783	0.4347	0.3348	-1.0	0.0552	0.378	0.5303	0.5303	0.5333	-1.0	0.4333	0.5303
3.3687	338.0	9126	15.8674	0.4365	0.8772	0.3809	0.438	0.2441	-1.0	0.0548	0.3738	0.5315	0.5314	0.6	-1.0	0.4365	0.5315
3.3025	339.0	9153	15.7527	0.4263	0.8756	0.369	0.4276	0.3658	-1.0	0.0537	0.3722	0.5204	0.5202	0.6	-1.0	0.4263	0.5204
3.3025	340.0	9180	16.0030	0.4391	0.8758	0.3802	0.4399	0.343	-1.0	0.0546	0.3852	0.5348	0.5347	0.6	-1.0	0.4391	0.5348
3.2321	341.0	9207	15.8162	0.4334	0.8703	0.3822	0.4342	0.3711	-1.0	0.0551	0.3788	0.5229	0.5228	0.5333	-1.0	0.4334	0.5229
3.2321	342.0	9234	16.2572	0.428	0.8768	0.3623	0.4291	0.3999	-1.0	0.0549	0.3798	0.5227	0.5226	0.5667	-1.0	0.428	0.5227
3.3346	343.0	9261	16.1594	0.4373	0.8676	0.4025	0.4382	0.4193	-1.0	0.0567	0.3835	0.532	0.5319	0.5667	-1.0	0.4373	0.532
3.3346	344.0	9288	16.0513	0.4303	0.8636	0.3665	0.431	0.3814	-1.0	0.0554	0.3779	0.5273	0.5272	0.5667	-1.0	0.4303	0.5273
3.2971	345.0	9315	16.1964	0.4342	0.8779	0.3846	0.4353	0.3774	-1.0	0.0555	0.3776	0.5261	0.5261	0.5333	-1.0	0.4342	0.5261
3.2971	346.0	9342	16.2550	0.4276	0.866	0.3752	0.4284	0.3617	-1.0	0.0564	0.373	0.5223	0.5223	0.5333	-1.0	0.4276	0.5223
3.2740	347.0	9369	16.1758	0.4254	0.8639	0.3645	0.4261	0.3622	-1.0	0.0556	0.3729	0.5198	0.5198	0.5	-1.0	0.4254	0.5198
3.2740	348.0	9396	16.2194	0.4291	0.8739	0.3708	0.4296	0.3235	-1.0	0.0572	0.3774	0.5288	0.5287	0.5667	-1.0	0.4291	0.5288
3.3112	349.0	9423	16.4806	0.431	0.8623	0.381	0.4315	0.2752	-1.0	0.0562	0.3787	0.5293	0.5292	0.5667	-1.0	0.431	0.5293
3.3372	350.0	9450	16.1697	0.4296	0.8695	0.3778	0.4301	0.322	-1.0	0.0557	0.3768	0.5287	0.5286	0.5667	-1.0	0.4296	0.5287
3.3372	351.0	9477	16.2512	0.4292	0.8611	0.3849	0.4298	0.3151	-1.0	0.0556	0.3725	0.5259	0.5259	0.5333	-1.0	0.4292	0.5259
3.2192	352.0	9504	16.0813	0.4198	0.8614	0.3666	0.4205	0.2774	-1.0	0.0559	0.3677	0.5161	0.5161	0.5	-1.0	0.4198	0.5161
3.2192	353.0	9531	16.1461	0.4276	0.8593	0.3664	0.4283	0.2929	-1.0	0.0561	0.3754	0.5235	0.5235	0.5333	-1.0	0.4276	0.5235
3.1908	354.0	9558	16.1126	0.434	0.8699	0.3921	0.4347	0.3274	-1.0	0.0558	0.3755	0.5282	0.5283	0.5	-1.0	0.434	0.5282
3.1908	355.0	9585	16.1654	0.4315	0.87	0.3833	0.4323	0.3132	-1.0	0.0557	0.3721	0.5226	0.5228	0.4333	-1.0	0.4315	0.5226
3.2431	356.0	9612	16.1579	0.4329	0.8699	0.3866	0.4338	0.351	-1.0	0.0574	0.3768	0.5306	0.5306	0.5	-1.0	0.4329	0.5306
3.2431	357.0	9639	16.0943	0.4324	0.868	0.3773	0.433	0.3923	-1.0	0.0563	0.382	0.533	0.5329	0.5667	-1.0	0.4324	0.533
3.2137	358.0	9666	16.1179	0.4321	0.875	0.3819	0.4327	0.3747	-1.0	0.056	0.3794	0.5273	0.5271	0.6	-1.0	0.4321	0.5273
3.2137	359.0	9693	15.9993	0.433	0.8678	0.3688	0.4337	0.3271	-1.0	0.0561	0.376	0.5264	0.5265	0.5	-1.0	0.433	0.5264
3.1871	360.0	9720	16.0322	0.4322	0.8767	0.3672	0.4329	0.2728	-1.0	0.0566	0.3771	0.5271	0.5271	0.5333	-1.0	0.4322	0.5271
3.1871	361.0	9747	16.0043	0.4334	0.87	0.384	0.4337	0.3227	-1.0	0.0561	0.383	0.5243	0.5242	0.5667	-1.0	0.4334	0.5243
3.2146	362.0	9774	15.8562	0.4344	0.8662	0.3893	0.4352	0.3717	-1.0	0.0566	0.3777	0.5297	0.5297	0.5333	-1.0	0.4344	0.5297
3.1930	363.0	9801	15.9759	0.4166	0.8652	0.3361	0.4174	0.3475	-1.0	0.0557	0.3719	0.516	0.516	0.5	-1.0	0.4166	0.516
3.1930	364.0	9828	15.9432	0.427	0.8588	0.3627	0.4278	0.3615	-1.0	0.0556	0.3747	0.5193	0.5194	0.4667	-1.0	0.427	0.5193
3.1663	365.0	9855	16.1705	0.431	0.8535	0.391	0.4322	0.2909	-1.0	0.0565	0.3771	0.5262	0.5262	0.5	-1.0	0.431	0.5262
3.1663	366.0	9882	15.9931	0.4277	0.8605	0.3745	0.4286	0.28	-1.0	0.0573	0.376	0.5217	0.522	0.4	-1.0	0.4277	0.5217
3.1995	367.0	9909	15.9383	0.4308	0.8687	0.3843	0.4317	0.267	-1.0	0.0562	0.3772	0.5247	0.5251	0.3667	-1.0	0.4308	0.5247
3.1995	368.0	9936	15.7984	0.4341	0.8666	0.3903	0.4349	0.3161	-1.0	0.0555	0.3773	0.5309	0.531	0.5	-1.0	0.4341	0.5309
3.2111	369.0	9963	16.0028	0.4215	0.868	0.345	0.4223	0.3509	-1.0	0.0536	0.3715	0.5167	0.5167	0.5333	-1.0	0.4215	0.5167
3.2111	370.0	9990	15.9630	0.4335	0.8663	0.3736	0.4338	0.3994	-1.0	0.0552	0.379	0.5262	0.5261	0.5667	-1.0	0.4335	0.5262
3.2006	371.0	10017	15.8948	0.4337	0.8696	0.3735	0.434	0.3465	-1.0	0.0545	0.3785	0.5311	0.531	0.5667	-1.0	0.4337	0.5311
3.2006	372.0	10044	16.0408	0.4342	0.8707	0.3646	0.4348	0.2996	-1.0	0.0553	0.3816	0.5311	0.5311	0.5333	-1.0	0.4342	0.5311
3.1498	373.0	10071	15.7413	0.4338	0.8661	0.3642	0.4345	0.3536	-1.0	0.057	0.3801	0.5351	0.5351	0.5333	-1.0	0.4338	0.5351
3.1498	374.0	10098	15.8527	0.4295	0.8696	0.3506	0.4302	0.4152	-1.0	0.0545	0.382	0.5281	0.5279	0.6	-1.0	0.4295	0.5281
3.0448	375.0	10125	15.6452	0.4312	0.8657	0.3793	0.4318	0.3934	-1.0	0.0556	0.3818	0.5278	0.5276	0.6	-1.0	0.4312	0.5278
3.1928	376.0	10152	15.8848	0.4386	0.879	0.3856	0.4394	0.3411	-1.0	0.0553	0.3817	0.5305	0.5304	0.5667	-1.0	0.4386	0.5305
3.1928	377.0	10179	15.8970	0.4348	0.8768	0.369	0.4357	0.4027	-1.0	0.0547	0.3835	0.5342	0.5341	0.5667	-1.0	0.4348	0.5342
3.1352	378.0	10206	15.9407	0.4352	0.8733	0.3873	0.436	0.3449	-1.0	0.0541	0.3836	0.5317	0.5315	0.6	-1.0	0.4352	0.5317
3.1352	379.0	10233	15.9444	0.4258	0.8613	0.3604	0.4263	0.3752	-1.0	0.0563	0.3792	0.5256	0.5254	0.6333	-1.0	0.4258	0.5256
3.1354	380.0	10260	15.7625	0.4352	0.8693	0.3809	0.4361	0.2342	-1.0	0.0537	0.3805	0.5302	0.53	0.6	-1.0	0.4352	0.5302
3.1354	381.0	10287	16.0069	0.4353	0.8704	0.3754	0.436	0.2911	-1.0	0.0547	0.3801	0.5319	0.5319	0.5333	-1.0	0.4353	0.5319
3.1219	382.0	10314	16.2475	0.4352	0.8591	0.3925	0.4356	0.3729	-1.0	0.0555	0.3831	0.5361	0.536	0.5667	-1.0	0.4352	0.5361
3.1219	383.0	10341	16.1769	0.4343	0.8698	0.3834	0.4349	0.2689	-1.0	0.0573	0.3796	0.5308	0.5307	0.5667	-1.0	0.4343	0.5308
3.1090	384.0	10368	16.0587	0.4353	0.8698	0.3752	0.4359	0.2651	-1.0	0.0564	0.3786	0.532	0.532	0.5333	-1.0	0.4353	0.532
3.1090	385.0	10395	16.0127	0.436	0.8704	0.3807	0.4363	0.4005	-1.0	0.0564	0.3779	0.5312	0.531	0.6	-1.0	0.436	0.5312
3.0993	386.0	10422	16.0214	0.442	0.8877	0.3763	0.4425	0.298	-1.0	0.0552	0.3808	0.5344	0.5343	0.5667	-1.0	0.442	0.5344
3.0993	387.0	10449	16.0419	0.4363	0.8838	0.3651	0.4369	0.315	-1.0	0.0563	0.379	0.5299	0.53	0.5	-1.0	0.4363	0.5299
3.1632	388.0	10476	16.0550	0.4429	0.8787	0.3766	0.4436	0.2743	-1.0	0.0557	0.3835	0.5325	0.5325	0.5667	-1.0	0.4429	0.5325
3.1111	389.0	10503	16.2484	0.4364	0.8732	0.3758	0.4368	0.2921	-1.0	0.0557	0.3799	0.5298	0.5298	0.5333	-1.0	0.4364	0.5298
3.1111	390.0	10530	16.2014	0.4384	0.8668	0.3761	0.4387	0.3203	-1.0	0.0547	0.3792	0.5299	0.5299	0.5667	-1.0	0.4384	0.5299
3.0646	391.0	10557	16.1944	0.4371	0.876	0.3745	0.4379	0.2968	-1.0	0.0562	0.3794	0.5273	0.5274	0.4667	-1.0	0.4371	0.5273
3.0646	392.0	10584	16.2290	0.4339	0.8726	0.3642	0.4342	0.3239	-1.0	0.0562	0.3768	0.5304	0.5303	0.5667	-1.0	0.4339	0.5304
3.0650	393.0	10611	16.2944	0.4335	0.8737	0.3677	0.4337	0.4196	-1.0	0.0555	0.3808	0.5293	0.5291	0.6333	-1.0	0.4335	0.5293
3.0650	394.0	10638	16.0961	0.4325	0.8711	0.3627	0.433	0.3547	-1.0	0.0544	0.3802	0.5314	0.5312	0.6333	-1.0	0.4325	0.5314
3.1714	395.0	10665	15.9980	0.4249	0.8662	0.3549	0.4254	0.4097	-1.0	0.0554	0.3745	0.5229	0.5226	0.6333	-1.0	0.4249	0.5229
3.1714	396.0	10692	15.9729	0.4275	0.8635	0.366	0.4285	0.3289	-1.0	0.0544	0.379	0.5195	0.5194	0.6	-1.0	0.4275	0.5195
3.0716	397.0	10719	16.0206	0.4279	0.8696	0.3721	0.4286	0.3056	-1.0	0.0544	0.3787	0.5177	0.5177	0.5333	-1.0	0.4279	0.5177
3.0716	398.0	10746	16.0719	0.4332	0.8724	0.3676	0.4339	0.2909	-1.0	0.0561	0.3787	0.5238	0.5238	0.5333	-1.0	0.4332	0.5238
3.0061	399.0	10773	16.1456	0.4318	0.869	0.3691	0.4323	0.2878	-1.0	0.0553	0.3769	0.5223	0.5222	0.5667	-1.0	0.4318	0.5223
3.1102	400.0	10800	16.1169	0.4388	0.8672	0.3902	0.4393	0.3772	-1.0	0.055	0.3816	0.5329	0.5329	0.5667	-1.0	0.4388	0.5329
3.1102	401.0	10827	16.2134	0.4375	0.8702	0.3854	0.4385	0.2213	-1.0	0.0562	0.3815	0.5278	0.528	0.4333	-1.0	0.4375	0.5278
2.9941	402.0	10854	16.0127	0.4415	0.8752	0.3812	0.4424	0.2704	-1.0	0.0571	0.3837	0.5324	0.5324	0.5333	-1.0	0.4415	0.5324
2.9941	403.0	10881	16.0003	0.4391	0.8726	0.3819	0.4396	0.3079	-1.0	0.0565	0.3812	0.5307	0.5307	0.5	-1.0	0.4391	0.5307
2.9825	404.0	10908	15.8974	0.4382	0.8782	0.3858	0.4389	0.3376	-1.0	0.0567	0.3797	0.5318	0.5318	0.5667	-1.0	0.4382	0.5318
2.9825	405.0	10935	16.0631	0.4423	0.8694	0.3989	0.4428	0.3675	-1.0	0.0568	0.3805	0.5378	0.5376	0.6333	-1.0	0.4423	0.5378
2.9933	406.0	10962	16.0545	0.4305	0.8617	0.3881	0.431	0.3398	-1.0	0.0556	0.3778	0.531	0.5309	0.6	-1.0	0.4305	0.531
2.9933	407.0	10989	16.0849	0.4376	0.8714	0.388	0.4386	0.3763	-1.0	0.0564	0.3815	0.5348	0.5347	0.5667	-1.0	0.4376	0.5348
3.0660	408.0	11016	16.0438	0.4362	0.8703	0.3852	0.4372	0.3505	-1.0	0.0556	0.3816	0.5358	0.5357	0.5667	-1.0	0.4362	0.5358
3.0660	409.0	11043	16.0786	0.435	0.8787	0.3825	0.436	0.3104	-1.0	0.0558	0.3823	0.5319	0.5318	0.6	-1.0	0.435	0.5319
2.9310	410.0	11070	16.0708	0.4325	0.8732	0.3759	0.4333	0.3656	-1.0	0.0544	0.3765	0.5265	0.5264	0.5667	-1.0	0.4325	0.5265
2.9310	411.0	11097	16.1169	0.4401	0.8783	0.3921	0.4407	0.4598	-1.0	0.0571	0.3777	0.5319	0.5317	0.6333	-1.0	0.4401	0.5319
3.0091	412.0	11124	16.1854	0.4332	0.8657	0.3745	0.4341	0.3391	-1.0	0.0555	0.3779	0.5282	0.528	0.6333	-1.0	0.4332	0.5282
3.0633	413.0	11151	16.0245	0.4346	0.8699	0.3725	0.4353	0.3481	-1.0	0.0572	0.3797	0.5303	0.5302	0.6	-1.0	0.4346	0.5303
3.0633	414.0	11178	16.1880	0.4369	0.8669	0.381	0.4377	0.3233	-1.0	0.0553	0.3801	0.5277	0.5274	0.6333	-1.0	0.4369	0.5277
2.9574	415.0	11205	16.0913	0.4359	0.8696	0.3755	0.4367	0.3441	-1.0	0.0541	0.3807	0.5342	0.534	0.6333	-1.0	0.4359	0.5342
2.9574	416.0	11232	16.1247	0.4381	0.8683	0.3858	0.4388	0.4742	-1.0	0.0556	0.3853	0.5317	0.5313	0.7	-1.0	0.4381	0.5317
2.9774	417.0	11259	15.9509	0.436	0.8649	0.3782	0.4363	0.4439	-1.0	0.055	0.3828	0.5324	0.5321	0.6333	-1.0	0.436	0.5324
2.9774	418.0	11286	16.0186	0.4374	0.868	0.3869	0.438	0.4533	-1.0	0.0551	0.3847	0.5302	0.5299	0.6333	-1.0	0.4374	0.5302
2.9970	419.0	11313	16.1869	0.4389	0.8762	0.374	0.4396	0.4556	-1.0	0.0556	0.3861	0.5343	0.534	0.6333	-1.0	0.4389	0.5343
2.9970	420.0	11340	16.0872	0.4341	0.8627	0.3799	0.4348	0.3775	-1.0	0.0558	0.3821	0.532	0.5317	0.6667	-1.0	0.4341	0.532
2.9592	421.0	11367	16.0129	0.4382	0.8704	0.374	0.4387	0.3912	-1.0	0.0548	0.3827	0.5338	0.5338	0.5333	-1.0	0.4382	0.5338
2.9592	422.0	11394	16.1139	0.4288	0.8738	0.3713	0.4293	0.4234	-1.0	0.0543	0.3768	0.5282	0.5279	0.6667	-1.0	0.4288	0.5282
3.0007	423.0	11421	16.1256	0.4388	0.8663	0.3849	0.4393	0.4573	-1.0	0.0574	0.3843	0.535	0.5348	0.6	-1.0	0.4388	0.535
3.0007	424.0	11448	16.2772	0.4343	0.8671	0.3752	0.4347	0.4121	-1.0	0.0552	0.3799	0.5329	0.5327	0.6	-1.0	0.4343	0.5329
3.0405	425.0	11475	16.2815	0.4412	0.8701	0.3902	0.4413	0.4281	-1.0	0.0562	0.3831	0.5331	0.5329	0.6	-1.0	0.4412	0.5331
2.9471	426.0	11502	16.2025	0.4401	0.8725	0.3899	0.4403	0.4234	-1.0	0.0562	0.3836	0.5288	0.5285	0.6667	-1.0	0.4401	0.5288
2.9471	427.0	11529	16.1432	0.433	0.8696	0.3826	0.4341	0.3391	-1.0	0.0552	0.3815	0.5265	0.5263	0.6	-1.0	0.433	0.5265
2.9329	428.0	11556	16.1709	0.4352	0.8655	0.388	0.4359	0.3656	-1.0	0.0548	0.3846	0.5335	0.5333	0.6333	-1.0	0.4352	0.5335
2.9329	429.0	11583	16.1130	0.4381	0.8697	0.3928	0.4392	0.3738	-1.0	0.0569	0.3857	0.532	0.5317	0.6667	-1.0	0.4381	0.532
2.8791	430.0	11610	16.2361	0.4358	0.8691	0.3833	0.4367	0.3808	-1.0	0.0569	0.3821	0.5286	0.5284	0.6	-1.0	0.4358	0.5286
2.8791	431.0	11637	16.2463	0.4385	0.867	0.3849	0.4395	0.3371	-1.0	0.0571	0.3844	0.533	0.5329	0.5667	-1.0	0.4385	0.533
2.9792	432.0	11664	16.1519	0.4373	0.8736	0.3915	0.4378	0.3881	-1.0	0.0562	0.3838	0.5375	0.5373	0.6333	-1.0	0.4373	0.5375
2.9792	433.0	11691	16.3162	0.4302	0.8693	0.3821	0.4312	0.3382	-1.0	0.0558	0.3806	0.5292	0.5291	0.6	-1.0	0.4302	0.5292
2.8358	434.0	11718	16.2366	0.4367	0.8717	0.3881	0.4377	0.3588	-1.0	0.0563	0.385	0.5356	0.5355	0.5667	-1.0	0.4367	0.5356
2.8358	435.0	11745	16.2682	0.4328	0.867	0.3734	0.434	0.3286	-1.0	0.0553	0.3799	0.5303	0.5303	0.5333	-1.0	0.4328	0.5303
2.8928	436.0	11772	16.2363	0.4367	0.8564	0.3942	0.4376	0.3696	-1.0	0.0548	0.3824	0.5314	0.5313	0.5667	-1.0	0.4367	0.5314
2.8928	437.0	11799	16.1477	0.4351	0.8646	0.376	0.4359	0.3329	-1.0	0.0558	0.3801	0.5321	0.532	0.5667	-1.0	0.4351	0.5321
2.9310	438.0	11826	16.1103	0.4399	0.8741	0.3908	0.4409	0.3501	-1.0	0.056	0.3791	0.5344	0.5343	0.5667	-1.0	0.4399	0.5344
2.9027	439.0	11853	16.1157	0.4315	0.8722	0.3781	0.4326	0.2984	-1.0	0.0556	0.3751	0.525	0.5249	0.5667	-1.0	0.4315	0.525
2.9027	440.0	11880	16.1005	0.4384	0.8676	0.3795	0.4393	0.401	-1.0	0.0559	0.3806	0.5327	0.5325	0.6333	-1.0	0.4384	0.5327
2.8423	441.0	11907	16.1493	0.4391	0.8728	0.379	0.4401	0.3676	-1.0	0.0562	0.3838	0.5327	0.5326	0.5667	-1.0	0.4391	0.5327
2.8423	442.0	11934	16.1623	0.4364	0.8673	0.3834	0.4372	0.3732	-1.0	0.0554	0.3806	0.5307	0.5304	0.6333	-1.0	0.4364	0.5307
2.7389	443.0	11961	16.1529	0.4334	0.8629	0.3815	0.4344	0.3134	-1.0	0.0559	0.3792	0.531	0.531	0.5667	-1.0	0.4334	0.531
2.7389	444.0	11988	15.9628	0.4331	0.8695	0.378	0.4341	0.2916	-1.0	0.0543	0.3771	0.5269	0.5267	0.6	-1.0	0.4331	0.5269
2.8940	445.0	12015	16.1348	0.4331	0.8628	0.373	0.4339	0.3616	-1.0	0.0547	0.382	0.5281	0.528	0.5667	-1.0	0.4331	0.5281
2.8940	446.0	12042	16.1899	0.4388	0.8626	0.3919	0.4394	0.3361	-1.0	0.0558	0.3849	0.5316	0.5315	0.5667	-1.0	0.4388	0.5316
2.8443	447.0	12069	16.1220	0.4407	0.8661	0.3939	0.4414	0.3925	-1.0	0.0561	0.3871	0.5344	0.5341	0.6667	-1.0	0.4407	0.5344
2.8443	448.0	12096	16.1140	0.4367	0.8733	0.3929	0.4375	0.3742	-1.0	0.0551	0.3852	0.5336	0.5336	0.5333	-1.0	0.4367	0.5336
2.8312	449.0	12123	16.1753	0.4384	0.864	0.3888	0.4396	0.3698	-1.0	0.0549	0.3865	0.5369	0.5369	0.5333	-1.0	0.4384	0.5369
2.8824	450.0	12150	16.1461	0.4395	0.8659	0.4015	0.4406	0.3395	-1.0	0.0571	0.3878	0.5351	0.5352	0.5333	-1.0	0.4395	0.5351
2.8824	451.0	12177	16.1450	0.4416	0.876	0.384	0.4424	0.3814	-1.0	0.0548	0.3841	0.5353	0.5352	0.6	-1.0	0.4416	0.5353
2.7519	452.0	12204	16.1148	0.4457	0.8755	0.4038	0.4463	0.3842	-1.0	0.0556	0.3885	0.5418	0.5416	0.6	-1.0	0.4457	0.5418
2.7519	453.0	12231	16.1718	0.4416	0.8792	0.3885	0.4419	0.4005	-1.0	0.0578	0.3852	0.5381	0.538	0.5667	-1.0	0.4416	0.5381
2.8578	454.0	12258	16.2584	0.4443	0.8761	0.3951	0.4447	0.4551	-1.0	0.0567	0.3861	0.5379	0.5378	0.5667	-1.0	0.4443	0.5379
2.8578	455.0	12285	16.2231	0.4438	0.8768	0.3831	0.4443	0.4329	-1.0	0.0568	0.3865	0.5385	0.5384	0.6	-1.0	0.4438	0.5385
2.8223	456.0	12312	16.2302	0.4474	0.8749	0.3951	0.4479	0.4023	-1.0	0.0569	0.3902	0.544	0.5439	0.5667	-1.0	0.4474	0.544
2.8223	457.0	12339	16.1209	0.4453	0.8723	0.3931	0.4456	0.4093	-1.0	0.0559	0.3879	0.5435	0.5433	0.6333	-1.0	0.4453	0.5435
2.7862	458.0	12366	16.1126	0.4467	0.8806	0.389	0.4472	0.3745	-1.0	0.057	0.3867	0.5392	0.5391	0.6	-1.0	0.4467	0.5392
2.7862	459.0	12393	16.1078	0.4475	0.88	0.3971	0.448	0.2731	-1.0	0.0547	0.3861	0.5385	0.5385	0.5333	-1.0	0.4475	0.5385
2.7947	460.0	12420	16.2295	0.4491	0.8766	0.4031	0.4497	0.3906	-1.0	0.0562	0.3896	0.5414	0.5412	0.6333	-1.0	0.4491	0.5414
2.7947	461.0	12447	16.1738	0.4445	0.8705	0.3994	0.4451	0.3803	-1.0	0.0579	0.388	0.5369	0.5369	0.5333	-1.0	0.4445	0.5369
2.7822	462.0	12474	16.2187	0.4436	0.8766	0.3928	0.4445	0.337	-1.0	0.0551	0.3848	0.5391	0.5391	0.5333	-1.0	0.4436	0.5391
2.8375	463.0	12501	16.0559	0.4446	0.8718	0.3973	0.4453	0.3982	-1.0	0.0558	0.3846	0.5378	0.5376	0.6333	-1.0	0.4446	0.5378
2.8375	464.0	12528	16.1574	0.4489	0.882	0.4053	0.4497	0.3582	-1.0	0.0578	0.3867	0.5406	0.5405	0.5667	-1.0	0.4489	0.5406
2.7003	465.0	12555	16.1630	0.4476	0.8778	0.3942	0.448	0.4227	-1.0	0.0571	0.3868	0.5408	0.5407	0.6	-1.0	0.4476	0.5408
2.7003	466.0	12582	16.1282	0.4496	0.8772	0.4075	0.4505	0.3784	-1.0	0.0554	0.3892	0.5411	0.5409	0.6	-1.0	0.4496	0.5411
2.7886	467.0	12609	16.2841	0.4481	0.8682	0.4019	0.4485	0.4273	-1.0	0.0561	0.389	0.5374	0.5374	0.5667	-1.0	0.4481	0.5374
2.7886	468.0	12636	16.2008	0.4439	0.8734	0.4045	0.4442	0.4194	-1.0	0.0562	0.3866	0.5345	0.5344	0.5667	-1.0	0.4439	0.5345

The model card is truncated. Read the rest on Hugging Face.

Task: Object Detection
Library: transformers
Type: rf_detr
License: apache-2.0
Created: May 27, 2026
Updated: May 28, 2026