Характеристики

Лицензия: Своя лицензия
Архитектура: segformer · dense
Базовая модель: segformer-b0-finetuned-ade-512-512
Опубликована: 11 ноя 2023

Ссылки

segformer-finetuned-coastalDataset

Сегментация изображенийИзображение → mask3 профессии

Дообученная SegFormer B0 для сегментации изображений побережья на воду, прибой, осадки, растительность, застройку и другие классы.

16скачиваний за 30 дней0лайковвеса обновлены11 ноя 2023

Бенчмарки

Как модель справилась с задачами пользователей ailist и что о ней публикуют открытые лидерборды

Публичные оценки

Из открытых лидербордов. Сравнивайте результаты одного теста при одинаковых условиях — отсутствие оценки не значит, что модель хуже.

В подключённых источниках результатов для этой модели пока нет.

Что умеет модель

Описание составлено по карточке модели и метаданным Hugging Face

Это модель семантической сегментации изображений прибрежной местности, разработанная peldrak путём дообучения SegFormer B0 от NVIDIA на наборе данных peldrak/coastal_dataset. Модель размечает пиксели по классам: вода, белая пена прибоя, осадочные породы, другая природная поверхность, растительность, застройка и неизвестный объект.

На оценочном наборе указаны mean IoU 0,6876 и общая точность 0,8704. Точность различается по классам: например, для воды она составляет 0,9332, а для другой природной поверхности — 0,4778. Модель принимает изображения и выдаёт карту сегментации. Веса опубликованы в формате PyTorch; лицензия указана как other, поэтому условия использования следует уточнить в репозитории модели.

Сценарии применения

выделение воды и белой пены прибоя на снимках побережья
картирование растительности и застройки в прибрежной зоне
разметка типов поверхности на фотографиях побережья
подготовка масок сегментации для анализа прибрежных изображений

Ограничения

Качество заметно различается по классам: IoU для другой природной поверхности составляет 0,3782. Назначение модели и ограничения в README описаны неполно; лицензия обозначена как other.

Для каких профессий подходит3

Разделы каталога профессий, в задачах которых используется эта модель

Все профессии

II.8Разработка и данныеИнженерия данных и аналитикаAI помогает готовить надёжные данные и превращать их в понятную аналитику.22 задачи23 488моделей IV.8Отраслевые задачиГосударственное управление, правосудие и чрезвычайные ситуацииAI помогает улучшать государственные услуги, управление ресурсами, правосудие и реагирование на чрезвычайные ситуации.47 задач2 517моделей IV.6Отраслевые задачиНаучные исследования, математика и новые материалыAI помогает формировать гипотезы, анализировать научные данные и ускорять открытие новых материалов и методов.39 задач4 120моделей

Карточка модели

README от автора на Hugging Face, как он его опубликовал

Открыть на Hugging Face

segformer-finetuned-coastalDataset

This model is a fine-tuned version of nvidia/segformer-b0-finetuned-ade-512-512 on the peldrak/coastal_dataset dataset. It achieves the following results on the evaluation set:

Loss: 0.6091
Mean Iou: 0.6876
Mean Accuracy: 0.7945
Overall Accuracy: 0.8704
Accuracy Water: 0.9332
Accuracy Whitewater: 0.7904
Accuracy Sediment: 0.8591
Accuracy Other Natural Terrain: 0.4778
Accuracy Vegetation: 0.9017
Accuracy Development: 0.8549
Accuracy Unknown: 0.7443
Iou Water: 0.8671
Iou Whitewater: 0.6713
Iou Sediment: 0.7452
Iou Other Natural Terrain: 0.3782
Iou Vegetation: 0.7799
Iou Development: 0.6736
Iou Unknown: 0.6978

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: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 50

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Accuracy Water	Accuracy Whitewater	Accuracy Sediment	Accuracy Other Natural Terrain	Accuracy Vegetation	Accuracy Development	Accuracy Unknown	Iou Water	Iou Whitewater	Iou Sediment	Iou Other Natural Terrain	Iou Vegetation	Iou Development	Iou Unknown
1.7886	0.05	20	1.6491	0.1498	0.2460	0.4112	0.4687	0.0287	0.0048	0.0144	0.6736	0.4392	0.0923	0.3518	0.0098	0.0048	0.0058	0.3662	0.2469	0.0632
1.7534	0.11	40	1.4097	0.2254	0.3388	0.5545	0.7079	0.0074	0.0185	0.0066	0.7428	0.5723	0.3159	0.4839	0.0069	0.0184	0.0047	0.4440	0.3124	0.3073
1.3223	0.16	60	1.3142	0.2096	0.3198	0.5687	0.7425	0.0013	0.0487	0.0054	0.8736	0.5420	0.0248	0.5201	0.0013	0.0468	0.0041	0.4890	0.3818	0.0242
1.2429	0.22	80	1.1734	0.2616	0.3747	0.6300	0.8271	0.0011	0.0271	0.0000	0.8500	0.6156	0.3021	0.5954	0.0011	0.0265	0.0000	0.5267	0.3806	0.3011
1.3556	0.27	100	1.1141	0.2878	0.4016	0.6536	0.8384	0.0114	0.0710	0.0000	0.8670	0.6799	0.3432	0.6140	0.0113	0.0655	0.0000	0.5632	0.4226	0.3381
0.8995	0.32	120	1.0387	0.3096	0.4245	0.6724	0.8439	0.0148	0.1242	0.0	0.8742	0.7178	0.3966	0.6438	0.0147	0.1147	0.0	0.5733	0.4289	0.3921
1.0435	0.38	140	1.0234	0.3135	0.4294	0.6615	0.7801	0.0023	0.1835	0.0000	0.8794	0.7321	0.4284	0.6033	0.0023	0.1685	0.0000	0.5538	0.4573	0.4094
1.7516	0.43	160	1.0258	0.3287	0.4534	0.6665	0.7874	0.0122	0.3467	0.0	0.8209	0.7619	0.4449	0.6094	0.0121	0.3020	0.0	0.5660	0.4476	0.3638
1.1561	0.49	180	0.9637	0.3662	0.4967	0.6989	0.8001	0.0003	0.5674	0.0	0.8247	0.8164	0.4682	0.6765	0.0003	0.4476	0.0	0.5738	0.4173	0.4477
1.2007	0.54	200	0.8883	0.3867	0.5175	0.7210	0.8696	0.0006	0.6747	0.0	0.7787	0.8218	0.4771	0.6801	0.0006	0.4996	0.0	0.6154	0.4621	0.4495
0.8308	0.59	220	0.8686	0.3936	0.5091	0.7279	0.8239	0.0035	0.6613	0.0	0.8950	0.7065	0.4738	0.6718	0.0035	0.4924	0.0	0.6390	0.5353	0.4134
1.3709	0.65	240	0.8437	0.3847	0.5166	0.7198	0.8709	0.0081	0.6150	0.0	0.7759	0.8590	0.4872	0.6789	0.0081	0.4558	0.0	0.6192	0.4765	0.4545
1.0652	0.7	260	0.8299	0.3842	0.4930	0.7246	0.8817	0.0420	0.4268	0.0	0.8581	0.7229	0.5196	0.6779	0.0418	0.3285	0.0	0.6367	0.5153	0.4892
0.8973	0.76	280	0.8115	0.4030	0.5232	0.7436	0.8562	0.0126	0.6910	0.0	0.8836	0.7093	0.5098	0.7304	0.0126	0.4955	0.0	0.6481	0.4535	0.4811
0.6368	0.81	300	0.8043	0.4291	0.5447	0.7516	0.8700	0.1096	0.6775	0.0	0.8668	0.7688	0.5198	0.7217	0.1079	0.5182	0.0	0.6438	0.5261	0.4860
1.946	0.86	320	0.7983	0.4245	0.5350	0.7481	0.8194	0.0592	0.6388	0.0	0.9216	0.7385	0.5671	0.7116	0.0582	0.5212	0.0	0.6329	0.5278	0.5199
0.9624	0.92	340	0.8263	0.4067	0.5372	0.7345	0.8064	0.0394	0.7976	0.0	0.8713	0.7507	0.4953	0.6855	0.0391	0.4348	0.0	0.6591	0.5461	0.4821
0.7984	0.97	360	0.7752	0.4175	0.5430	0.7456	0.8623	0.0198	0.7372	0.0	0.8328	0.8482	0.5007	0.7137	0.0198	0.5537	0.0	0.6271	0.5259	0.4821
0.7808	1.03	380	0.7499	0.4329	0.5442	0.7642	0.8970	0.0194	0.7168	0.0	0.8745	0.8007	0.5010	0.7389	0.0193	0.5562	0.0	0.6543	0.5754	0.4860
0.9687	1.08	400	0.7386	0.4288	0.5348	0.7645	0.8957	0.0001	0.7287	0.0	0.8980	0.7178	0.5034	0.7365	0.0001	0.5451	0.0	0.6627	0.5687	0.4884
0.7036	1.14	420	0.7221	0.4424	0.5739	0.7627	0.8876	0.1237	0.8011	0.0	0.8096	0.8442	0.5511	0.7576	0.1223	0.5346	0.0	0.6532	0.5191	0.5103
0.5789	1.19	440	0.7387	0.4409	0.5588	0.7688	0.9018	0.0959	0.8107	0.0	0.8672	0.7453	0.4904	0.7527	0.0945	0.5342	0.0	0.6773	0.5507	0.4773
0.5338	1.24	460	0.6946	0.4416	0.5639	0.7645	0.9112	0.1294	0.7190	0.0	0.8238	0.8345	0.5296	0.7535	0.1236	0.5391	0.0	0.6670	0.5441	0.4639
0.7953	1.3	480	0.7493	0.4686	0.5872	0.7794	0.9053	0.2310	0.8043	0.0	0.8665	0.8091	0.4944	0.7708	0.2220	0.5434	0.0	0.6828	0.5814	0.4798
1.0133	1.35	500	0.7158	0.4634	0.5757	0.7767	0.9061	0.1974	0.7773	0.0	0.8755	0.7682	0.5051	0.7564	0.1901	0.5548	0.0	0.6792	0.5743	0.4893
0.6369	1.41	520	0.7021	0.4645	0.5829	0.7781	0.8936	0.2029	0.7963	0.0	0.8787	0.8036	0.5054	0.7735	0.1920	0.5585	0.0	0.6762	0.5605	0.4907
0.5932	1.46	540	0.6935	0.4591	0.5654	0.7807	0.9025	0.1195	0.7795	0.0	0.9085	0.7415	0.5061	0.7705	0.1135	0.5608	0.0	0.6785	0.5978	0.4927
0.7677	1.51	560	0.6552	0.4872	0.6003	0.7875	0.9044	0.3022	0.7881	0.0006	0.8814	0.7990	0.5267	0.7754	0.2845	0.5843	0.0006	0.6876	0.5780	0.4998
0.5607	1.57	580	0.6682	0.4871	0.5980	0.7867	0.8976	0.3117	0.7955	0.0	0.8992	0.7793	0.5028	0.7697	0.2911	0.5902	0.0	0.6878	0.5807	0.4901
0.7269	1.62	600	0.6849	0.4823	0.5975	0.7853	0.9091	0.2905	0.8256	0.0003	0.8768	0.7944	0.4861	0.7729	0.2647	0.5936	0.0003	0.6846	0.5836	0.4761
0.4449	1.68	620	0.6690	0.4930	0.6175	0.7831	0.8831	0.3929	0.8275	0.0009	0.8606	0.8298	0.5280	0.7744	0.3556	0.5759	0.0009	0.6753	0.5654	0.5040
0.6588	1.73	640	0.6417	0.5054	0.6210	0.7914	0.9059	0.4289	0.7604	0.0	0.8640	0.8192	0.5685	0.7932	0.3960	0.5968	0.0	0.6779	0.5516	0.5226
0.8525	1.78	660	0.6499	0.4952	0.6075	0.7905	0.8953	0.3919	0.7930	0.0	0.9060	0.7254	0.5409	0.7884	0.3341	0.5840	0.0	0.6871	0.5555	0.5175
0.7697	1.84	680	0.6378	0.5138	0.6339	0.7969	0.8922	0.4613	0.8212	0.0004	0.8760	0.8083	0.5777	0.7860	0.3819	0.6104	0.0004	0.6916	0.5844	0.5424
0.5325	1.89	700	0.6448	0.5178	0.6301	0.8011	0.8963	0.4397	0.8236	0.0072	0.8988	0.7742	0.5709	0.7955	0.3818	0.6057	0.0072	0.6929	0.5915	0.5502
0.7487	1.95	720	0.5989	0.5416	0.6563	0.8108	0.8980	0.5287	0.8194	0.0077	0.8714	0.7934	0.6758	0.7995	0.4509	0.6198	0.0077	0.6996	0.6079	0.6059
1.8711	2.0	740	0.6323	0.5173	0.6399	0.7992	0.9035	0.5213	0.7845	0.0088	0.8817	0.8414	0.5378	0.7977	0.4148	0.6028	0.0088	0.6987	0.5864	0.5123
0.4823	2.05	760	0.6463	0.5050	0.6120	0.7958	0.9088	0.4049	0.7904	0.0078	0.9076	0.7275	0.5368	0.7895	0.3503	0.5980	0.0078	0.6907	0.5788	0.5196
0.6854	2.11	780	0.6507	0.5066	0.6351	0.7889	0.9002	0.5056	0.8252	0.0130	0.8507	0.8364	0.5145	0.7809	0.4048	0.6104	0.0130	0.6831	0.5572	0.4964
0.5534	2.16	800	0.6499	0.4977	0.6310	0.7870	0.8875	0.4178	0.8700	0.0133	0.8414	0.8439	0.5428	0.7735	0.3444	0.5597	0.0133	0.6990	0.5860	0.5082
1.6573	2.22	820	0.6379	0.5041	0.6137	0.7944	0.9105	0.4303	0.7719	0.0039	0.9020	0.7513	0.5256	0.7882	0.3374	0.6124	0.0039	0.6883	0.6030	0.4955
0.422	2.27	840	0.6730	0.4999	0.6418	0.7800	0.8509	0.5520	0.8265	0.0241	0.8649	0.8507	0.5237	0.7707	0.4076	0.5670	0.0240	0.6808	0.5550	0.4941
0.7256	2.32	860	0.6374	0.5134	0.6478	0.7898	0.8793	0.5758	0.8032	0.0284	0.8657	0.8556	0.5266	0.7931	0.4553	0.5835	0.0276	0.6888	0.5477	0.4980
0.3261	2.38	880	0.6084	0.5307	0.6678	0.8026	0.8987	0.7237	0.7705	0.0299	0.8830	0.8401	0.5288	0.8012	0.4855	0.6110	0.0299	0.7123	0.5715	0.5037
0.9935	2.43	900	0.6262	0.5298	0.6550	0.8025	0.8743	0.5612	0.8547	0.0157	0.8966	0.8177	0.5645	0.7868	0.4467	0.6069	0.0157	0.7097	0.6212	0.5217
1.2977	2.49	920	0.6661	0.5119	0.6417	0.7924	0.8757	0.5019	0.8213	0.0103	0.8746	0.8719	0.5365	0.7896	0.4260	0.5785	0.0103	0.6917	0.5665	0.5211
0.4984	2.54	940	0.5994	0.5452	0.6678	0.8086	0.9115	0.6257	0.8113	0.0159	0.8524	0.8568	0.6009	0.8123	0.5189	0.6264	0.0159	0.6904	0.6049	0.5473
0.6221	2.59	960	0.6465	0.5342	0.6660	0.7959	0.9048	0.6706	0.8602	0.0221	0.8192	0.7986	0.5866	0.7858	0.5098	0.5983	0.0221	0.6700	0.6201	0.5335
0.3674	2.65	980	0.6477	0.5323	0.6529	0.8017	0.8813	0.6333	0.8210	0.0130	0.9148	0.7782	0.5286	0.8052	0.5073	0.6330	0.0130	0.6904	0.5653	0.5121
0.4939	2.7	1000	0.6064	0.5424	0.6765	0.8087	0.9061	0.6742	0.8566	0.0241	0.8567	0.8603	0.5579	0.8141	0.5124	0.6231	0.0241	0.7060	0.5928	0.5246
0.4825	2.76	1020	0.6061	0.5371	0.6714	0.8050	0.9102	0.6962	0.8545	0.0245	0.8540	0.8060	0.5546	0.8184	0.5311	0.6143	0.0245	0.7033	0.5607	0.5077
0.2858	2.81	1040	0.6032	0.5408	0.6806	0.8019	0.8807	0.7392	0.8252	0.0246	0.8606	0.8663	0.5675	0.8098	0.5620	0.6315	0.0245	0.6985	0.5374	0.5220
0.6248	2.86	1060	0.6321	0.5317	0.6489	0.8059	0.9103	0.6419	0.7859	0.0122	0.9188	0.7799	0.4933	0.8025	0.4770	0.6247	0.0122	0.7102	0.6242	0.4709
0.5328	2.92	1080	0.5913	0.5412	0.6815	0.8091	0.9023	0.7421	0.8144	0.0280	0.8715	0.8700	0.5422	0.8102	0.4764	0.6364	0.0279	0.7111	0.6099	0.5161
0.3748	2.97	1100	0.6328	0.5279	0.6739	0.7984	0.9168	0.7236	0.8730	0.0248	0.8217	0.8466	0.5111	0.8111	0.5002	0.6253	0.0247	0.6869	0.5492	0.4976
0.5079	3.03	1120	0.6226	0.5361	0.6568	0.8084	0.9069	0.6303	0.8483	0.0226	0.9101	0.7806	0.4986	0.8151	0.4983	0.6206	0.0225	0.7104	0.5992	0.4862
1.1987	3.08	1140	0.5712	0.5714	0.6993	0.8244	0.8928	0.7590	0.8263	0.0269	0.8931	0.8668	0.6305	0.8213	0.5669	0.6592	0.0268	0.7241	0.6041	0.5972
0.7254	3.14	1160	0.6330	0.5416	0.6696	0.8088	0.8986	0.6701	0.8139	0.0237	0.8958	0.8757	0.5094	0.8103	0.5280	0.6353	0.0236	0.7146	0.5816	0.4980
0.4003	3.19	1180	0.6043	0.5385	0.6659	0.8092	0.9123	0.6244	0.8237	0.0240	0.8793	0.8897	0.5081	0.8140	0.4894	0.6426	0.0239	0.7104	0.5954	0.4938
0.3748	3.24	1200	0.5919	0.5438	0.6621	0.8102	0.9296	0.5921	0.8031	0.0300	0.8633	0.8873	0.5289	0.8136	0.5033	0.6481	0.0299	0.6993	0.6011	0.5113
0.6813	3.3	1220	0.5742	0.5589	0.6683	0.8179	0.9073	0.5921	0.8173	0.0311	0.8975	0.8354	0.5973	0.8079	0.5053	0.6427	0.0309	0.7055	0.6439	0.5764
0.3824	3.35	1240	0.5503	0.5679	0.6963	0.8207	0.9115	0.7776	0.8276	0.0345	0.8744	0.8579	0.5906	0.8203	0.5693	0.6410	0.0342	0.7103	0.6310	0.5693
0.7603	3.41	1260	0.5712	0.5638	0.6821	0.8174	0.8986	0.7138	0.8280	0.0439	0.9093	0.8306	0.5506	0.8160	0.5587	0.6624	0.0433	0.7065	0.6286	0.5310
0.7926	3.46	1280	0.5728	0.5673	0.6926	0.8185	0.9123	0.6875	0.8869	0.0490	0.8531	0.8686	0.5909	0.8117	0.5581	0.6424	0.0483	0.7068	0.6355	0.5681
0.5149	3.51	1300	0.5715	0.5679	0.6958	0.8194	0.9052	0.6954	0.8254	0.0548	0.8556	0.9054	0.6290	0.8223	0.5488	0.6569	0.0544	0.7048	0.5916	0.5967
0.623	3.57	1320	0.5723	0.5752	0.6931	0.8245	0.9129	0.6938	0.8519	0.0379	0.8771	0.8737	0.6042	0.8195	0.5656	0.6468	0.0371	0.7112	0.6614	0.5844
0.5331	3.62	1340	0.5802	0.5694	0.6758	0.8221	0.9283	0.6637	0.8086	0.0427	0.8874	0.7865	0.6136	0.8052	0.5426	0.6474	0.0418	0.7151	0.6460	0.5877
0.4966	3.68	1360	0.5776	0.5653	0.6944	0.8189	0.9041	0.7890	0.8019	0.0577	0.8948	0.8461	0.5674	0.8222	0.5665	0.6527	0.0565	0.7171	0.5995	0.5425
0.7875	3.73	1380	0.5500	0.5825	0.7075	0.8249	0.9192	0.7436	0.8403	0.1109	0.8625	0.8702	0.6056	0.8167	0.5658	0.6609	0.1036	0.7230	0.6398	0.5679
0.4906	3.78	1400	0.5681	0.5805	0.7036	0.8191	0.8903	0.6878	0.7936	0.1968	0.8973	0.8741	0.5855	0.8242	0.5382	0.6658	0.1750	0.7098	0.6022	0.5484
0.3565	3.84	1420	0.6125	0.5640	0.6908	0.8155	0.9136	0.7074	0.8146	0.1141	0.8803	0.8820	0.5234	0.8172	0.5596	0.6229	0.1071	0.7207	0.6137	0.5068
1.3393	3.89	1440	0.5608	0.5915	0.7116	0.8272	0.8975	0.7789	0.8623	0.1120	0.8902	0.7977	0.6430	0.8131	0.6059	0.6366	0.1083	0.7236	0.6506	0.6027
0.864	3.95	1460	0.5728	0.5831	0.7010	0.8272	0.9050	0.7358	0.7942	0.0735	0.8930	0.8686	0.6372	0.8239	0.5722	0.6571	0.0716	0.7173	0.6471	0.5923
0.4925	4.0	1480	0.5538	0.5883	0.6994	0.8313	0.9121	0.6628	0.8424	0.0866	0.8914	0.8586	0.6421	0.8283	0.5531	0.6734	0.0811	0.7206	0.6540	0.6076
0.4559	4.05	1500	0.5789	0.5725	0.6901	0.8233	0.9219	0.6579	0.8358	0.0760	0.8747	0.8848	0.5795	0.8222	0.5401	0.6579	0.0735	0.7155	0.6462	0.5521
0.4295	4.11	1520	0.6088	0.5705	0.6949	0.8165	0.9330	0.6590	0.8607	0.0876	0.8127	0.9066	0.6045	0.7917	0.5603	0.6283	0.0844	0.7159	0.6390	0.5737
0.5591	4.16	1540	0.5385	0.6038	0.7106	0.8364	0.9136	0.6978	0.7744	0.1493	0.8992	0.8430	0.6971	0.8240	0.5594	0.6594	0.1425	0.7283	0.6668	0.6462
0.536	4.22	1560	0.6030	0.5814	0.7128	0.8229	0.8963	0.7285	0.8589	0.1084	0.8596	0.9171	0.6206	0.8224	0.5719	0.6460	0.1042	0.7128	0.6234	0.5890
1.0689	4.27	1580	0.5964	0.5930	0.7215	0.8262	0.9036	0.7625	0.8329	0.1609	0.8663	0.9100	0.6144	0.8191	0.5807	0.6749	0.1523	0.7192	0.6189	0.5861
0.2286	4.32	1600	0.5731	0.6002	0.7168	0.8319	0.9089	0.7182	0.8832	0.1414	0.8752	0.8408	0.6502	0.8171	0.5893	0.6404	0.1364	0.7279	0.6738	0.6166
0.4283	4.38	1620	0.5744	0.6147	0.7181	0.8372	0.8998	0.6260	0.8260	0.2497	0.9142	0.8480	0.6631	0.8316	0.5335	0.6976	0.2223	0.7171	0.6660	0.6351
0.4222	4.43	1640	0.5881	0.6014	0.6982	0.8337	0.9133	0.6604	0.8085	0.1416	0.9237	0.8171	0.6224	0.8244	0.5747	0.6702	0.1357	0.7182	0.6822	0.6041
0.7353	4.49	1660	0.5441	0.6086	0.7291	0.8298	0.9064	0.7696	0.8084	0.2185	0.8724	0.8933	0.6352	0.8266	0.6096	0.6655	0.2029	0.7105	0.6564	0.5887
0.3957	4.54	1680	0.6038	0.5958	0.7275	0.8192	0.8897	0.7436	0.8966	0.2666	0.8646	0.8630	0.5688	0.8015	0.5760	0.6355	0.2409	0.7136	0.6558	0.5474
0.2487	4.59	1700	0.5658	0.6187	0.7409	0.8320	0.9057	0.7238	0.8779	0.3069	0.8613	0.8739	0.6365	0.8163	0.6037	0.6622	0.2484	0.7229	0.6738	0.6033
0.3008	4.65	1720	0.5535	0.6035	0.7189	0.8289	0.9121	0.7453	0.7740	0.2170	0.8902	0.8903	0.6032	0.8225	0.5837	0.6813	0.1916	0.7119	0.6491	0.5841
0.6365	4.7	1740	0.5208	0.6136	0.7279	0.8371	0.9263	0.7461	0.8308	0.1831	0.8638	0.8811	0.6639	0.8202	0.6155	0.6586	0.1628	0.7354	0.6755	0.6269
0.4279	4.76	1760	0.6134	0.5704	0.6952	0.8183	0.9179	0.6845	0.8761	0.1342	0.8760	0.8668	0.5109	0.8247	0.5764	0.6442	0.1245	0.7225	0.5997	0.5010
0.6908	4.81	1780	0.5553	0.6059	0.7304	0.8273	0.9250	0.7461	0.8168	0.2998	0.8635	0.9004	0.5613	0.8287	0.6168	0.6874	0.2536	0.7293	0.5799	0.5453
0.5609	4.86	1800	0.5144	0.6264	0.7445	0.8389	0.9163	0.7618	0.8524	0.3185	0.8861	0.8515	0.6247	0.8349	0.6154	0.7107	0.2581	0.7332	0.6332	0.5991
1.0128	4.92	1820	0.5699	0.6074	0.7300	0.8298	0.9006	0.7923	0.8483	0.2638	0.9048	0.8210	0.5789	0.8302	0.6199	0.6829	0.2303	0.7278	0.5999	0.5610
0.516	4.97	1840	0.5578	0.6022	0.7351	0.8286	0.9112	0.7915	0.8450	0.2377	0.8619	0.9054	0.5928	0.8346	0.6146	0.6743	0.1882	0.7268	0.6007	0.5763
0.3054	5.03	1860	0.5368	0.6154	0.7584	0.8301	0.9143	0.7967	0.8678	0.4105	0.8507	0.8955	0.5728	0.8363	0.6110	0.6948	0.2822	0.7338	0.5973	0.5523
0.6332	5.08	1880	0.5266	0.6299	0.7423	0.8414	0.9295	0.7338	0.8080	0.3166	0.8789	0.8939	0.6356	0.8371	0.6080	0.6962	0.2749	0.7321	0.6483	0.6128
0.4124	5.14	1900	0.5191	0.6227	0.7240	0.8400	0.9238	0.6855	0.7834	0.2553	0.8945	0.8449	0.6803	0.8282	0.5864	0.6731	0.2227	0.7297	0.6979	0.6208
0.3046	5.19	1920	0.5244	0.6272	0.7438	0.8437	0.9192	0.7810	0.8585	0.2385	0.8838	0.8707	0.6552	0.8372	0.6193	0.6793	0.1982	0.7389	0.6853	0.6323
0.5471	5.24	1940	0.4855	0.6292	0.7565	0.8412	0.8930	0.8240	0.8479	0.2628	0.8820	0.9020	0.6839	0.8266	0.6157	0.6929	0.2276	0.7393	0.6698	0.6326
0.2924	5.3	1960	0.5475	0.6145	0.7243	0.8377	0.9260	0.6746	0.8684	0.2452	0.8921	0.8872	0.5767	0.8220	0.5689	0.6825	0.2239	0.7409	0.6992	0.5639
0.7133	5.35	1980	0.4943	0.6401	0.7533	0.8468	0.9030	0.7853	0.8514	0.2992	0.9117	0.8727	0.6501	0.8375	0.6315	0.7148	0.2638	0.7475	0.6811	0.6041
0.3775	5.41	2000	0.5023	0.6105	0.7239	0.8412	0.9024	0.7428	0.8539	0.1445	0.9132	0.8469	0.6636	0.8286	0.6235	0.6728	0.1400	0.7618	0.6342	0.6125
0.8475	5.46	2020	0.5247	0.6125	0.7384	0.8312	0.8990	0.7531	0.8370	0.2787	0.8786	0.9103	0.6121	0.8195	0.6126	0.7011	0.2521	0.7470	0.5952	0.5598
0.2725	5.51	2040	0.5264	0.6263	0.7294	0.8445	0.9250	0.7440	0.8590	0.2303	0.9168	0.8122	0.6183	0.8321	0.6192	0.6931	0.2099	0.7482	0.6815	0.5999
0.5317	5.57	2060	0.5177	0.6208	0.7396	0.8372	0.9330	0.7005	0.8587	0.2808	0.8339	0.8877	0.6823	0.8095	0.5866	0.6802	0.2380	0.7451	0.6555	0.6306
0.6395	5.62	2080	0.5292	0.6252	0.7410	0.8365	0.8861	0.7238	0.8425	0.3135	0.9041	0.8495	0.6674	0.8211	0.6161	0.6870	0.2707	0.7388	0.6309	0.6120
0.3586	5.68	2100	0.4814	0.6412	0.7579	0.8492	0.9053	0.8220	0.8115	0.2991	0.9051	0.8471	0.7149	0.8402	0.6208	0.6996	0.2540	0.7490	0.6618	0.6634
0.3127	5.73	2120	0.4579	0.6571	0.7653	0.8566	0.9160	0.8202	0.8085	0.3566	0.9232	0.8290	0.7034	0.8397	0.6271	0.7127	0.2927	0.7648	0.6997	0.6628
0.6651	5.78	2140	0.5767	0.6326	0.7389	0.8437	0.9129	0.7090	0.8142	0.3383	0.9263	0.8663	0.6056	0.8355	0.5889	0.7222	0.2958	0.7460	0.6529	0.5868
0.2858	5.84	2160	0.5401	0.6216	0.7492	0.8346	0.9231	0.6579	0.8866	0.3958	0.8346	0.9036	0.6429	0.8273	0.5633	0.6981	0.3002	0.7283	0.6183	0.6156
0.2566	5.89	2180	0.5070	0.6388	0.7608	0.8433	0.9055	0.7782	0.8674	0.3469	0.8775	0.8787	0.6715	0.8361	0.6347	0.7050	0.2857	0.7392	0.6408	0.6301
0.4278	5.95	2200	0.5319	0.6431	0.7485	0.8506	0.8914	0.7504	0.8633	0.2503	0.9239	0.8485	0.7118	0.8342	0.6068	0.7183	0.2295	0.7408	0.6970	0.6752
0.3374	6.0	2220	0.5220	0.6446	0.7587	0.8504	0.9149	0.7802	0.8598	0.3481	0.9145	0.8635	0.6300	0.8448	0.6248	0.7057	0.3009	0.7573	0.6588	0.6198
0.4162	6.05	2240	0.5373	0.6312	0.7413	0.8445	0.9082	0.7615	0.8502	0.2900	0.9255	0.8356	0.6185	0.8390	0.6241	0.7017	0.2609	0.7497	0.6446	0.5982
0.3659	6.11	2260	0.5100	0.6503	0.7555	0.8558	0.9271	0.7673	0.8519	0.3182	0.9162	0.8447	0.6630	0.8468	0.6269	0.7024	0.2766	0.7626	0.6856	0.6513
0.3019	6.16	2280	0.5076	0.6437	0.7600	0.8502	0.9256	0.7714	0.8497	0.3067	0.8644	0.8754	0.7266	0.8413	0.6254	0.6728	0.2581	0.7460	0.6784	0.6838
0.419	6.22	2300	0.5132	0.6403	0.7579	0.8483	0.9121	0.7802	0.8602	0.3012	0.8819	0.8600	0.7096	0.8394	0.6169	0.6742	0.2599	0.7437	0.6698	0.6782
0.3698	6.27	2320	0.5154	0.6424	0.7488	0.8505	0.9401	0.7680	0.8024	0.3329	0.9022	0.8523	0.6434	0.8390	0.6141	0.6964	0.2846	0.7549	0.6732	0.6348
0.3336	6.32	2340	0.5687	0.6079	0.7314	0.8337	0.9302	0.7395	0.8798	0.2330	0.8582	0.8943	0.5849	0.8411	0.6169	0.6405	0.2012	0.7290	0.6507	0.5757
0.3567	6.38	2360	0.5166	0.6322	0.7639	0.8435	0.9016	0.8075	0.8436	0.3007	0.8602	0.9100	0.7236	0.8399	0.6166	0.6671	0.2515	0.7433	0.6095	0.6972
0.4141	6.43	2380	0.4746	0.6610	0.7868	0.8559	0.9129	0.8145	0.8264	0.4202	0.8670	0.9008	0.7660	0.8423	0.6173	0.6954	0.3593	0.7663	0.6171	0.7296
1.0648	6.49	2400	0.4916	0.6551	0.7625	0.8531	0.9221	0.7768	0.8518	0.3922	0.9069	0.7967	0.6909	0.8407	0.6314	0.7027	0.3444	0.7561	0.6446	0.6659
0.3123	6.54	2420	0.4354	0.6802	0.7896	0.8663	0.8954	0.7670	0.8441	0.4503	0.9090	0.8037	0.8579	0.8356	0.6152	0.7331	0.3740	0.7816	0.6607	0.7611
0.3032	6.59	2440	0.4324	0.6820	0.7943	0.8670	0.9154	0.7967	0.8428	0.4614	0.8942	0.8423	0.8070	0.8411	0.6355	0.7143	0.3655	0.7800	0.6673	0.7703
0.4145	6.65	2460	0.5008	0.6531	0.7604	0.8555	0.9128	0.7721	0.8558	0.3218	0.9130	0.8410	0.7061	0.8412	0.6222	0.7058	0.2820	0.7575	0.6801	0.6831
0.241	6.7	2480	0.5001	0.6470	0.7684	0.8514	0.9097	0.8170	0.8686	0.3234	0.8854	0.8659	0.7087	0.8413	0.6228	0.7038	0.2625	0.7491	0.6655	0.6840
0.5881	6.76	2500	0.4669	0.6416	0.7549	0.8518	0.9329	0.8055	0.8571	0.2522	0.8717	0.8462	0.7189	0.8367	0.6359	0.6855	0.2267	0.7549	0.6625	0.6889
0.6851	6.81	2520	0.5335	0.6332	0.7561	0.8480	0.9172	0.8463	0.8290	0.2526	0.8877	0.8747	0.6852	0.8404	0.6112	0.6837	0.2164	0.7485	0.6639	0.6686
0.3773	6.86	2540	0.5191	0.6317	0.7559	0.8453	0.9217	0.7878	0.8746	0.2958	0.8702	0.8793	0.6617	0.8440	0.6182	0.6861	0.2415	0.7457	0.6392	0.6474
0.5092	6.92	2560	0.4745	0.6505	0.7763	0.8521	0.9234	0.8219	0.8182	0.3888	0.8668	0.8939	0.7211	0.8481	0.6088	0.6894	0.3175	0.7488	0.6412	0.6999
0.3652	6.97	2580	0.4222	0.6749	0.7796	0.8686	0.9326	0.7960	0.8283	0.3546	0.8916	0.8440	0.8104	0.8442	0.6262	0.7074	0.3021	0.7813	0.6852	0.7777
0.3016	7.03	2600	0.4632	0.6570	0.7702	0.8602	0.9343	0.8038	0.8335	0.3145	0.8827	0.8947	0.7276	0.8449	0.6266	0.6963	0.2810	0.7739	0.6594	0.7169
0.9354	7.08	2620	0.4494	0.6551	0.7692	0.8545	0.9277	0.7874	0.8065	0.3745	0.8844	0.8996	0.7043	0.8435	0.6262	0.7053	0.3194	0.7577	0.6523	0.6814
0.8554	7.14	2640	0.4588	0.6492	0.7579	0.8527	0.9130	0.7053	0.8017	0.4151	0.9105	0.8226	0.7374	0.8395	0.5736	0.7068	0.3074	0.7560	0.6831	0.6783
0.1009	7.19	2660	0.4967	0.6422	0.7690	0.8439	0.9088	0.8026	0.8285	0.3227	0.8242	0.8732	0.8231	0.8260	0.6197	0.6833	0.2669	0.7236	0.6736	0.7024
0.5878	7.24	2680	0.4940	0.6499	0.7592	0.8555	0.9238	0.7939	0.8104	0.3196	0.9069	0.8481	0.7119	0.8408	0.6032	0.6907	0.2835	0.7620	0.6881	0.6809
0.3527	7.3	2700	0.4924	0.6378	0.7595	0.8482	0.9264	0.8187	0.8311	0.2991	0.8702	0.8720	0.6992	0.8383	0.6033	0.6794	0.2624	0.7467	0.6595	0.6750
0.3733	7.35	2720	0.5420	0.6321	0.7384	0.8446	0.9223	0.7199	0.8052	0.3394	0.9110	0.8042	0.6671	0.8367	0.5826	0.6743	0.2822	0.7412	0.6629	0.6450
0.2743	7.41	2740	0.5190	0.6463	0.7655	0.8483	0.9182	0.7957	0.8177	0.3926	0.8902	0.8732	0.6707	0.8416	0.6282	0.7044	0.3097	0.7491	0.6528	0.6385
0.6321	7.46	2760	0.5105	0.6427	0.7447	0.8529	0.9358	0.7341	0.8344	0.2998	0.9051	0.8230	0.6807	0.8437	0.6225	0.6947	0.2592	0.7593	0.6632	0.6567
0.7369	7.51	2780	0.5156	0.6364	0.7543	0.8434	0.9160	0.7795	0.8035	0.3590	0.8889	0.8646	0.6685	0.8289	0.6335	0.6704	0.3000	0.7561	0.6414	0.6245
0.2981	7.57	2800	0.5989	0.6172	0.7461	0.8338	0.8977	0.6911	0.8723	0.3880	0.8857	0.8817	0.6059	0.8271	0.5719	0.6510	0.3053	0.7454	0.6301	0.5892
0.4012	7.62	2820	0.5105	0.6539	0.7702	0.8487	0.9265	0.8119	0.7934	0.4344	0.8756	0.8344	0.7152	0.8218	0.6226	0.6768	0.3363	0.7478	0.6871	0.6846
0.3812	7.68	2840	0.5101	0.6602	0.7640	0.8547	0.9132	0.7615	0.7728	0.4581	0.9319	0.7872	0.7229	0.8344	0.6247	0.6867	0.3336	0.7610	0.6983	0.6824
2.1456	7.73	2860	0.5119	0.6437	0.7641	0.8458	0.9168	0.7538	0.8622	0.3724	0.8550	0.8562	0.7322	0.8331	0.6207	0.6904	0.3005	0.7397	0.6531	0.6685
0.3138	7.78	2880	0.5153	0.6446	0.7572	0.8519	0.9389	0.7837	0.8490	0.3067	0.8751	0.8660	0.6808	0.8358	0.6323	0.6872	0.2656	0.7627	0.6731	0.6553
0.3975	7.84	2900	0.4575	0.6640	0.7735	0.8570	0.9125	0.7619	0.8285	0.3969	0.8894	0.8522	0.7731	0.8417	0.6410	0.7047	0.3399	0.7579	0.6468	0.7160
0.138	7.89	2920	0.4832	0.6531	0.7794	0.8500	0.9183	0.8233	0.8272	0.4431	0.8725	0.8669	0.7047	0.8386	0.6239	0.6978	0.3327	0.7489	0.6565	0.6735
1.2288	7.95	2940	0.5300	0.6530	0.7646	0.8526	0.9186	0.8154	0.7786	0.3941	0.9151	0.8382	0.6919	0.8355	0.6158	0.6870	0.3192	0.7584	0.6955	0.6596
0.2467	8.0	2960	0.4991	0.6630	0.7906	0.8548	0.9189	0.8304	0.8237	0.4906	0.8798	0.8931	0.6975	0.8475	0.6185	0.7209	0.3837	0.7599	0.6494	0.6610
0.4246	8.05	2980	0.5756	0.6489	0.7639	0.8513	0.9129	0.7837	0.8474	0.3609	0.8986	0.8498	0.6938	0.8375	0.6280	0.6816	0.2919	0.7553	0.6776	0.6706
0.6102	8.11	3000	0.5444	0.6359	0.7444	0.8520	0.9323	0.7862	0.8062	0.2210	0.8929	0.8628	0.7094	0.8397	0.6343	0.6563	0.2024	0.7613	0.6760	0.6813
0.5901	8.16	3020	0.5296	0.6434	0.7519	0.8538	0.9221	0.8084	0.8229	0.2617	0.9094	0.8298	0.7092	0.8441	0.6404	0.6818	0.2361	0.7613	0.6664	0.6739
0.7706	8.22	3040	0.5710	0.6410	0.7500	0.8467	0.9227	0.7546	0.8326	0.3445	0.8991	0.8377	0.6586	0.8363	0.6332	0.6955	0.2874	0.7468	0.6499	0.6377
0.2613	8.27	3060	0.4850	0.6706	0.7869	0.8569	0.9173	0.7762	0.8292	0.5361	0.8933	0.8203	0.7362	0.8406	0.6317	0.7262	0.3816	0.7588	0.6762	0.6791
0.3787	8.32	3080	0.5123	0.6724	0.7794	0.8608	0.9303	0.7850	0.8282	0.4586	0.9080	0.8630	0.6827	0.8453	0.6354	0.7207	0.3831	0.7686	0.6930	0.6607
0.2027	8.38	3100	0.5467	0.6577	0.7658	0.8547	0.9104	0.7148	0.8596	0.4194	0.9114	0.8503	0.6949	0.8470	0.5904	0.7081	0.3613	0.7506	0.6764	0.6699
0.2585	8.43	3120	0.5285	0.6540	0.7727	0.8509	0.9137	0.7336	0.8450	0.4543	0.8851	0.8879	0.6896	0.8468	0.6090	0.6951	0.3664	0.7487	0.6517	0.6603
1.3011	8.49	3140	0.5199	0.6615	0.7847	0.8541	0.9062	0.8103	0.8696	0.4618	0.8940	0.8486	0.7024	0.8446	0.6277	0.7115	0.3608	0.7552	0.6605	0.6703
0.4755	8.54	3160	0.4897	0.6631	0.7860	0.8533	0.9125	0.8131	0.8255	0.4825	0.8793	0.8535	0.7360	0.8390	0.6284	0.7110	0.3724	0.7533	0.6619	0.6759
1.0989	8.59	3180	0.5838	0.6376	0.7531	0.8451	0.9081	0.7302	0.8004	0.4229	0.9152	0.8258	0.6692	0.8425	0.5774	0.7018	0.3407	0.7489	0.6215	0.6307
0.2332	8.65	3200	0.4615	0.6701	0.7911	0.8600	0.9218	0.7880	0.8669	0.4674	0.8654	0.8479	0.7801	0.8409	0.6291	0.7166	0.3506	0.7689	0.6726	0.7122
0.8864	8.7	3220	0.5110	0.6600	0.7710	0.8540	0.9048	0.7695	0.8619	0.4088	0.9046	0.8200	0.7270	0.8333	0.6345	0.6866	0.3386	0.7581	0.6790	0.6897
0.1611	8.76	3240	0.4700	0.6711	0.7814	0.8612	0.9116	0.7684	0.8589	0.4298	0.9013	0.8437	0.7561	0.8420	0.6227	0.7142	0.3619	0.7678	0.6764	0.7128
0.4228	8.81	3260	0.4747	0.6717	0.7968	0.8588	0.9180	0.8397	0.8264	0.4786	0.8719	0.8969	0.7463	0.8504	0.6326	0.7152	0.3934	0.7592	0.6400	0.7109
0.2511	8.86	3280	0.5220	0.6704	0.7833	0.8600	0.9261	0.8208	0.8527	0.4542	0.9033	0.8320	0.6943	0.8505	0.6246	0.7248	0.3880	0.7629	0.6744	0.6678
0.2103	8.92	3300	0.4626	0.6784	0.7827	0.8642	0.9136	0.7540	0.8653	0.4562	0.9063	0.7931	0.7904	0.8421	0.6237	0.7221	0.3783	0.7716	0.6970	0.7139
0.3643	8.97	3320	0.4803	0.6726	0.7760	0.8625	0.9124	0.7542	0.8562	0.3939	0.9034	0.8287	0.7829	0.8432	0.6269	0.7278	0.3554	0.7672	0.6791	0.7084
0.2641	9.03	3340	0.4765	0.6783	0.8001	0.8637	0.9147	0.8312	0.8584	0.4151	0.8551	0.9011	0.8251	0.8528	0.6453	0.7192	0.3693	0.7606	0.6432	0.7575
0.2143	9.08	3360	0.5518	0.6610	0.7748	0.8540	0.9158	0.7887	0.8516	0.4334	0.9013	0.8551	0.6778	0.8508	0.6459	0.7176	0.3734	0.7556	0.6398	0.6439
0.3505	9.14	3380	0.5120	0.6642	0.7757	0.8588	0.9292	0.7881	0.8391	0.4038	0.8775	0.8161	0.7764	0.8389	0.6293	0.7024	0.3511	0.7709	0.6456	0.7114
0.358	9.19	3400	0.5251	0.6604	0.7720	0.8579	0.9340	0.7911	0.8394	0.4064	0.8972	0.8521	0.6837	0.8526	0.6403	0.7061	0.3513	0.7708	0.6472	0.6547
0.5739	9.24	3420	0.4954	0.6654	0.7883	0.8615	0.9251	0.8190	0.8580	0.4015	0.8678	0.8745	0.7726	0.8513	0.6423	0.6940	0.3262	0.7799	0.6355	0.7285
0.3859	9.3	3440	0.5409	0.6563	0.7677	0.8556	0.9375	0.7684	0.8450	0.4151	0.8911	0.8357	0.6808	0.8483	0.6370	0.7071	0.3394	0.7688	0.6456	0.6483
0.2072	9.35	3460	0.4515	0.6701	0.7792	0.8644	0.9235	0.7975	0.8361	0.3910	0.9044	0.8436	0.7580	0.8473	0.6406	0.7065	0.3286	0.7822	0.6679	0.7177
0.2763	9.41	3480	0.4903	0.6651	0.7767	0.8597	0.9285	0.8032	0.8346	0.4003	0.8937	0.8548	0.7218	0.8446	0.6381	0.7099	0.3249	0.7675	0.6788	0.6920
0.4056	9.46	3500	0.4582	0.6714	0.7913	0.8648	0.9196	0.8358	0.8390	0.3835	0.8786	0.8930	0.7896	0.8485	0.6269	0.7106	0.3245	0.7766	0.6624	0.7503
0.2243	9.51	3520	0.5132	0.6559	0.7656	0.8591	0.9275	0.7915	0.8485	0.3016	0.8904	0.8661	0.7339	0.8451	0.6310	0.7043	0.2617	0.7657	0.6894	0.6945
0.7284	9.57	3540	0.4846	0.6554	0.7593	0.8617	0.9298	0.7302	0.8479	0.2907	0.8971	0.8715	0.7482	0.8547	0.5976	0.7054	0.2533	0.7619	0.7019	0.7130
0.3212	9.62	3560	0.4803	0.6572	0.7699	0.8608	0.9212	0.7555	0.8622	0.3283	0.8883	0.8770	0.7572	0.8590	0.5987	0.7006	0.2688	0.7570	0.6950	0.7215
0.6291	9.68	3580	0.4862	0.6426	0.7535	0.8544	0.9147	0.7223	0.8381	0.2837	0.8865	0.8410	0.7880	0.8526	0.5934	0.6839	0.2294	0.7511	0.6794	0.7087
0.3655	9.73	3600	0.4545	0.6705	0.7891	0.8621	0.8971	0.8076	0.8626	0.3888	0.8789	0.8207	0.8681	0.8355	0.6397	0.6816	0.3088	0.7717	0.6847	0.7717
0.2223	9.78	3620	0.4530	0.6666	0.7888	0.8596	0.9038	0.8096	0.8744	0.4158	0.8844	0.8551	0.7787	0.8421	0.6465	0.6691	0.3365	0.7757	0.6604	0.7361
0.2464	9.84	3640	0.5492	0.6501	0.7693	0.8513	0.9188	0.7944	0.8741	0.3862	0.8928	0.8657	0.6531	0.8540	0.6479	0.7151	0.3299	0.7584	0.6197	0.6259
0.3132	9.89	3660	0.4718	0.6706	0.7842	0.8630	0.9278	0.8222	0.8293	0.3615	0.8638	0.8602	0.8244	0.8415	0.6531	0.7033	0.3108	0.7700	0.6474	0.7678
0.3324	9.95	3680	0.4550	0.6790	0.7803	0.8673	0.9217	0.8007	0.8257	0.4419	0.9299	0.7736	0.7688	0.8515	0.6404	0.7304	0.3462	0.7750	0.6775	0.7321
0.2938	10.0	3700	0.4770	0.6700	0.8004	0.8599	0.9264	0.8356	0.8404	0.4655	0.8441	0.9064	0.7846	0.8502	0.6429	0.7106	0.3299	0.7600	0.6462	0.7503
0.1729	10.05	3720	0.5693	0.6432	0.7511	0.8483	0.9290	0.7376	0.8531	0.3331	0.8826	0.8375	0.6846	0.8417	0.6330	0.6959	0.2686	0.7390	0.6639	0.6601
0.2335	10.11	3740	0.5438	0.6523	0.7610	0.8543	0.9426	0.7742	0.8817	0.3151	0.8659	0.8432	0.7042	0.8419	0.6442	0.6913	0.2620	0.7497	0.6928	0.6843
0.2832	10.16	3760	0.5138	0.6525	0.7706	0.8527	0.9438	0.8356	0.7781	0.3821	0.8624	0.8700	0.7221	0.8392	0.6126	0.6875	0.3230	0.7502	0.6561	0.6986
0.8137	10.22	3780	0.5498	0.6492	0.7599	0.8514	0.9200	0.7925	0.8534	0.3559	0.9091	0.8304	0.6579	0.8508	0.6445	0.7176	0.3250	0.7553	0.6220	0.6292
0.3137	10.27	3800	0.5088	0.6593	0.7719	0.8540	0.9410	0.8104	0.8620	0.4019	0.8722	0.8296	0.6862	0.8435	0.6484	0.7093	0.3554	0.7551	0.6471	0.6563
0.2471	10.32	3820	0.5060	0.6601	0.7856	0.8546	0.9305	0.8251	0.8578	0.4243	0.8544	0.8923	0.7148	0.8498	0.6390	0.7031	0.3558	0.7563	0.6367	0.6798
0.2507	10.38	3840	0.5004	0.6596	0.7779	0.8572	0.9356	0.8184	0.8547	0.4060	0.8776	0.8508	0.7022	0.8528	0.6355	0.7072	0.3361	0.7627	0.6493	0.6736
0.2734	10.43	3860	0.5179	0.6519	0.7642	0.8567	0.9220	0.8118	0.8682	0.2989	0.8972	0.8345	0.7170	0.8491	0.6421	0.7026	0.2487	0.7605	0.6748	0.6852
0.9895	10.49	3880	0.4962	0.6658	0.7818	0.8615	0.9164	0.8324	0.8711	0.3679	0.8991	0.8569	0.7290	0.8500	0.6467	0.7104	0.2938	0.7691	0.6931	0.6973
0.1867	10.54	3900	0.4848	0.6646	0.7732	0.8621	0.9189	0.7909	0.8550	0.3523	0.9082	0.8533	0.7337	0.8511	0.6524	0.7081	0.2877	0.7739	0.6864	0.6926
0.2285	10.59	3920	0.4964	0.6639	0.7690	0.8601	0.9294	0.7393	0.8069	0.4343	0.9073	0.8280	0.7377	0.8440	0.6155	0.7073	0.3567	0.7764	0.6515	0.6956
0.236	10.65	3940	0.5185	0.6739	0.7955	0.8625	0.9266	0.8106	0.8428	0.4827	0.8763	0.8845	0.7446	0.8541	0.6558	0.7205	0.3622	0.7763	0.6455	0.7026
0.1239	10.7	3960	0.5523	0.6651	0.7828	0.8568	0.9286	0.7897	0.8435	0.4805	0.8873	0.8628	0.6874	0.8569	0.6587	0.7208	0.3616	0.7617	0.6427	0.6534
0.2032	10.76	3980	0.5506	0.6614	0.7776	0.8553	0.9275	0.7965	0.8530	0.4918	0.9019	0.7928	0.6798	0.8537	0.6437	0.7292	0.3746	0.7632	0.6240	0.6416
0.226	10.81	4000	0.4977	0.6652	0.7906	0.8569	0.9294	0.7910	0.8634	0.5039	0.8687	0.8779	0.7002	0.8540	0.6425	0.7169	0.3600	0.7622	0.6504	0.6706
0.2067	10.86	4020	0.5152	0.6573	0.7743	0.8513	0.9192	0.7888	0.8503	0.4305	0.8782	0.8423	0.7110	0.8364	0.6244	0.7229	0.3532	0.7514	0.6666	0.6465
0.4254	10.92	4040	0.4596	0.6791	0.8022	0.8614	0.9125	0.8033	0.8455	0.5592	0.8885	0.8584	0.7476	0.8421	0.6433	0.7377	0.3891	0.7717	0.6739	0.6958
1.076	10.97	4060	0.4386	0.6890	0.7967	0.8683	0.9162	0.7783	0.8235	0.5060	0.8973	0.8320	0.8238	0.8371	0.6368	0.7309	0.3817	0.7783	0.7000	0.7585
0.4622	11.03	4080	0.4688	0.6831	0.7961	0.8663	0.9228	0.7979	0.8488	0.4770	0.8826	0.8460	0.7975	0.8440	0.6515	0.7273	0.3719	0.7770	0.6573	0.7529
0.2557	11.08	4100	0.5033	0.6658	0.7796	0.8615	0.9334	0.8058	0.8427	0.4212	0.8923	0.8325	0.7292	0.8470	0.6434	0.7070	0.3484	0.7860	0.6294	0.6995
0.2339	11.14	4120	0.4985	0.6627	0.7835	0.8575	0.9314	0.8093	0.8638	0.4633	0.8814	0.8293	0.7056	0.8550	0.6525	0.7165	0.3499	0.7696	0.6218	0.6737
0.293	11.19	4140	0.5416	0.6486	0.7653	0.8508	0.9307	0.8219	0.8263	0.3641	0.8809	0.8411	0.6920	0.8436	0.6564	0.7103	0.3014	0.7591	0.6107	0.6587
0.1347	11.24	4160	0.4919	0.6628	0.7802	0.8581	0.9256	0.8205	0.8425	0.4267	0.8878	0.8205	0.7377	0.8457	0.6563	0.7114	0.3152	0.7709	0.6407	0.6992
0.3583	11.3	4180	0.4759	0.6615	0.7760	0.8565	0.9060	0.8063	0.8523	0.4017	0.9049	0.8172	0.7439	0.8435	0.6547	0.7142	0.3172	0.7643	0.6492	0.6876
0.4382	11.35	4200	0.6038	0.6373	0.7558	0.8421	0.9127	0.7383	0.8616	0.4178	0.8920	0.8279	0.6399	0.8332	0.6320	0.6805	0.3458	0.7562	0.6042	0.6096
0.3586	11.41	4220	0.5314	0.6627	0.7782	0.8553	0.9249	0.8193	0.8616	0.4531	0.8962	0.8018	0.6907	0.8483	0.6569	0.7091	0.3746	0.7638	0.6338	0.6521
0.2528	11.46	4240	0.5731	0.6546	0.7763	0.8495	0.9296	0.8141	0.8520	0.4677	0.8737	0.8220	0.6754	0.8366	0.6431	0.7088	0.3676	0.7566	0.6234	0.6460
0.4401	11.51	4260	0.5289	0.6641	0.7897	0.8533	0.9213	0.8162	0.8542	0.5106	0.8659	0.8265	0.7332	0.8398	0.6423	0.7196	0.3737	0.7539	0.6285	0.6911
0.1793	11.57	4280	0.5084	0.6584	0.7837	0.8504	0.9197	0.7662	0.8610	0.5191	0.8659	0.8455	0.7083	0.8411	0.6381	0.7032	0.3661	0.7500	0.6359	0.6740
0.4799	11.62	4300	0.5034	0.6746	0.8053	0.8576	0.9170	0.7807	0.8470	0.5406	0.8247	0.8734	0.8540	0.8432	0.6430	0.7224	0.3701	0.7474	0.6522	0.7442
0.1624	11.68	4320	0.4906	0.6740	0.7886	0.8598	0.9088	0.7923	0.8441	0.4827	0.8826	0.7731	0.8367	0.8399	0.6449	0.7167	0.3352	0.7557	0.6873	0.7381
0.8102	11.73	4340	0.5751	0.6489	0.7797	0.8484	0.9225	0.8260	0.8834	0.4228	0.8568	0.8642	0.6826	0.8541	0.6489	0.7003	0.3127	0.7414	0.6291	0.6557
0.276	11.78	4360	0.5836	0.6572	0.7753	0.8508	0.9281	0.7902	0.8354	0.5140	0.8948	0.8049	0.6599	0.8430	0.6425	0.7164	0.3771	0.7560	0.6329	0.6327
0.1517	11.84	4380	0.5328	0.6633	0.7821	0.8551	0.9274	0.8103	0.8505	0.4561	0.8747	0.8357	0.7202	0.8449	0.6465	0.7077	0.3596	0.7565	0.6448	0.6831
0.3974	11.89	4400	0.5615	0.6587	0.7745	0.8535	0.9407	0.8102	0.8532	0.4042	0.8589	0.8444	0.7100	0.8412	0.6467	0.7079	0.3426	0.7524	0.6433	0.6766
0.2477	11.95	4420	0.5036	0.6828	0.7966	0.8658	0.9258	0.8122	0.8544	0.4738	0.8794	0.8440	0.7865	0.8471	0.6419	0.7226	0.3875	0.7715	0.6759	0.7329
0.1876	12.0	4440	0.5161	0.6774	0.8080	0.8608	0.9253	0.8386	0.8543	0.5258	0.8468	0.8885	0.7765	0.8491	0.6436	0.7152	0.3906	0.7604	0.6463	0.7364
0.3552	12.05	4460	0.5186	0.6651	0.7778	0.8574	0.9117	0.7749	0.8590	0.4480	0.9008	0.8023	0.7483	0.8461	0.6384	0.7082	0.3417	0.7580	0.6591	0.7042
0.3803	12.11	4480	0.4803	0.6761	0.7897	0.8669	0.9237	0.8025	0.8526	0.4206	0.8850	0.8320	0.8112	0.8475	0.6370	0.7145	0.3249	0.7813	0.6757	0.7520
0.3355	12.16	4500	0.5312	0.6579	0.7699	0.8559	0.9315	0.7728	0.8423	0.3943	0.8790	0.8367	0.7328	0.8388	0.6299	0.7106	0.2987	0.7625	0.6824	0.6820
0.2417	12.22	4520	0.5646	0.6554	0.7789	0.8537	0.9142	0.8015	0.8827	0.4214	0.8845	0.8463	0.7018	0.8546	0.6449	0.7107	0.3123	0.7550	0.6418	0.6685
0.5121	12.27	4540	0.5256	0.6580	0.7809	0.8532	0.9073	0.7828	0.8720	0.4260	0.8725	0.8535	0.7526	0.8491	0.6504	0.7196	0.3252	0.7559	0.6362	0.6699
0.2514	12.32	4560	0.5088	0.6662	0.7933	0.8565	0.9103	0.8052	0.8638	0.4647	0.8684	0.8983	0.7422	0.8549	0.6506	0.7166	0.3664	0.7602	0.6327	0.6825
0.1052	12.38	4580	0.4722	0.6896	0.8055	0.8706	0.9056	0.8071	0.8511	0.4913	0.8924	0.8311	0.8599	0.8479	0.6509	0.7136	0.3808	0.7866	0.6746	0.7729
0.1715	12.43	4600	0.5683	0.6530	0.7754	0.8539	0.9251	0.8011	0.8864	0.3906	0.8757	0.8612	0.6881	0.8552	0.6512	0.7004	0.2957	0.7584	0.6524	0.6581
0.3604	12.49	4620	0.5680	0.6696	0.7885	0.8616	0.9308	0.8331	0.8639	0.4597	0.8946	0.8443	0.6931	0.8578	0.6440	0.7312	0.3553	0.7723	0.6691	0.6575
0.3714	12.54	4640	0.5835	0.6659	0.7884	0.8562	0.9224	0.8000	0.8512	0.4935	0.8794	0.8691	0.7033	0.8538	0.6472	0.7285	0.3717	0.7599	0.6454	0.6545
0.2263	12.59	4660	0.4759	0.6725	0.7893	0.8652	0.9259	0.7661	0.8610	0.4304	0.8656	0.8497	0.8266	0.8538	0.6425	0.7132	0.3036	0.7750	0.6634	0.7561
0.5225	12.65	4680	0.4786	0.6851	0.8043	0.8688	0.9180	0.7921	0.8680	0.4940	0.8808	0.8818	0.7950	0.8538	0.6470	0.7295	0.3847	0.7884	0.6532	0.7388
0.3626	12.7	4700	0.5585	0.6550	0.7612	0.8589	0.9307	0.6914	0.8602	0.3850	0.9027	0.8599	0.6985	0.8588	0.5957	0.7259	0.3158	0.7659	0.6579	0.6651
0.3352	12.76	4720	0.5811	0.6610	0.7714	0.8576	0.9286	0.6931	0.8372	0.4718	0.8974	0.8828	0.6887	0.8534	0.5920	0.7401	0.3678	0.7630	0.6525	0.6585
0.1431	12.81	4740	0.5148	0.6730	0.7917	0.8621	0.9251	0.8162	0.8604	0.5046	0.8997	0.8249	0.7111	0.8538	0.6535	0.7287	0.3494	0.7734	0.6723	0.6799
0.2278	12.86	4760	0.5648	0.6589	0.7866	0.8529	0.9235	0.7984	0.8661	0.4670	0.8616	0.8986	0.6910	0.8515	0.6571	0.7189	0.3448	0.7587	0.6227	0.6589
0.2733	12.92	4780	0.5890	0.6732	0.7910	0.8599	0.9260	0.8214	0.8534	0.5203	0.9015	0.8293	0.6848	0.8503	0.6511	0.7426	0.3901	0.7709	0.6560	0.6512
0.2281	12.97	4800	0.5588	0.6596	0.7686	0.8568	0.9229	0.7174	0.8451	0.4202	0.8968	0.8708	0.7069	0.8519	0.6191	0.7290	0.3404	0.7612	0.6532	0.6625
0.183	13.03	4820	0.5286	0.6607	0.7743	0.8578	0.9355	0.7726	0.8733	0.4067	0.8809	0.8563	0.6949	0.8523	0.6487	0.7186	0.3214	0.7671	0.6575	0.6593
0.2967	13.08	4840	0.5679	0.6615	0.7843	0.8564	0.9251	0.8120	0.8757	0.4203	0.8735	0.8922	0.6910	0.8546	0.6581	0.7157	0.3374	0.7639	0.6437	0.6574
0.2665	13.14	4860	0.5360	0.6636	0.7856	0.8584	0.9333	0.8339	0.8712	0.4552	0.8844	0.8341	0.6873	0.8544	0.6576	0.7082	0.3394	0.7732	0.6580	0.6542
0.1838	13.19	4880	0.5524	0.6748	0.7894	0.8623	0.9380	0.8202	0.8343	0.5153	0.9034	0.8439	0.6706	0.8562	0.6601	0.7390	0.3860	0.7759	0.6547	0.6517
0.4542	13.24	4900	0.4713	0.6811	0.7893	0.8673	0.9307	0.8204	0.8339	0.4459	0.9051	0.8505	0.7387	0.8562	0.6606	0.7316	0.3687	0.7802	0.6740	0.6964
0.1641	13.3	4920	0.4515	0.6862	0.8015	0.8679	0.9280	0.8041	0.8644	0.4573	0.8587	0.8722	0.8255	0.8481	0.6610	0.7254	0.3649	0.7742	0.6789	0.7509
0.3412	13.35	4940	0.5416	0.6607	0.7873	0.8550	0.9109	0.8503	0.8744	0.4282	0.8865	0.8621	0.6985	0.8449	0.6412	0.7099	0.3406	0.7618	0.6590	0.6675
0.4612	13.41	4960	0.5605	0.6679	0.7859	0.8566	0.9213	0.8035	0.8725	0.4759	0.8875	0.8487	0.6918	0.8472	0.6569	0.7228	0.3761	0.7624	0.6588	0.6510
0.2196	13.46	4980	0.5417	0.6690	0.7952	0.8569	0.9264	0.7930	0.8688	0.5372	0.8706	0.8781	0.6920	0.8500	0.6441	0.7425	0.3886	0.7678	0.6499	0.6399
0.7025	13.51	5000	0.5168	0.6712	0.7874	0.8581	0.9288	0.8091	0.8454	0.5175	0.8924	0.8165	0.7019	0.8416	0.6440	0.7388	0.3998	0.7765	0.6671	0.6308
0.1238	13.57	5020	0.5405	0.6739	0.7896	0.8613	0.9134	0.7864	0.8344	0.4747	0.8913	0.8576	0.7696	0.8390	0.6454	0.7264	0.3818	0.7845	0.6485	0.6919
0.1813	13.62	5040	0.6150	0.6523	0.7701	0.8504	0.9111	0.7670	0.8743	0.4085	0.8852	0.8403	0.7043	0.8415	0.6351	0.7191	0.3253	0.7541	0.6522	0.6387
0.5263	13.68	5060	0.5872	0.6592	0.7730	0.8501	0.9338	0.7673	0.8176	0.4907	0.8729	0.8338	0.6946	0.8341	0.6418	0.7174	0.3718	0.7489	0.6506	0.6496
0.3174	13.73	5080	0.5468	0.6728	0.7925	0.8599	0.9251	0.7621	0.8633	0.5261	0.8801	0.8816	0.7095	0.8532	0.6392	0.7456	0.4023	0.7725	0.6278	0.6690
0.6582	13.78	5100	0.5299	0.6786	0.7957	0.8638	0.9292	0.7859	0.8641	0.5234	0.8881	0.8596	0.7194	0.8553	0.6478	0.7414	0.3962	0.7765	0.6479	0.6848
0.8889	13.84	5120	0.5259	0.6615	0.7793	0.8560	0.9346	0.7669	0.8527	0.4365	0.8553	0.8574	0.7519	0.8439	0.6393	0.7169	0.3305	0.7599	0.6424	0.6978
0.2472	13.89	5140	0.5258	0.6621	0.7770	0.8572	0.9363	0.7882	0.8225	0.4469	0.8850	0.8630	0.6967	0.8522	0.6564	0.7134	0.3403	0.7683	0.6416	0.6626
0.1984	13.95	5160	0.5231	0.6743	0.7961	0.8606	0.9256	0.8202	0.8650	0.5210	0.8900	0.8627	0.6882	0.8602	0.6571	0.7492	0.3873	0.7665	0.6384	0.6611
0.293	14.0	5180	0.5337	0.6850	0.7922	0.8675	0.9405	0.7842	0.8660	0.5240	0.9062	0.8357	0.6889	0.8591	0.6501	0.7540	0.4165	0.7804	0.6725	0.6622
0.0932	14.05	5200	0.5744	0.6686	0.8039	0.8546	0.9212	0.8140	0.8778	0.5835	0.8628	0.8955	0.6726	0.8531	0.6446	0.7479	0.4070	0.7589	0.6220	0.6466
1.7961	14.11	5220	0.5400	0.6665	0.7940	0.8557	0.9216	0.7976	0.8808	0.5004	0.8603	0.8823	0.7155	0.8542	0.6424	0.7432	0.3609	0.7505	0.6406	0.6741
0.2783	14.16	5240	0.6033	0.6572	0.7874	0.8493	0.9334	0.7866	0.8922	0.5057	0.8404	0.8819	0.6718	0.8494	0.6407	0.7336	0.3738	0.7428	0.6120	0.6477
0.3782	14.22	5260	0.5731	0.6678	0.7849	0.8557	0.9300	0.7987	0.8899	0.4775	0.8734	0.8322	0.6927	0.8434	0.6574	0.7411	0.3627	0.7539	0.6534	0.6625
0.0964	14.27	5280	0.5934	0.6485	0.7755	0.8480	0.9251	0.7968	0.8610	0.4235	0.8593	0.8934	0.6696	0.8509	0.6531	0.7278	0.2966	0.7442	0.6246	0.6419
0.2305	14.32	5300	0.4892	0.6904	0.7988	0.8707	0.9198	0.7801	0.8533	0.5252	0.9124	0.8244	0.7762	0.8525	0.6445	0.7501	0.3770	0.7856	0.7124	0.7106
0.3662	14.38	5320	0.4420	0.7077	0.8096	0.8819	0.9296	0.7715	0.8475	0.5408	0.9138	0.8296	0.8347	0.8577	0.6444	0.7556	0.4044	0.8066	0.7094	0.7760
0.1456	14.43	5340	0.4490	0.7042	0.8103	0.8782	0.9334	0.7755	0.8288	0.5435	0.8972	0.8859	0.8080	0.8624	0.6527	0.7505	0.4182	0.7931	0.6729	0.7792
0.2907	14.49	5360	0.4646	0.6876	0.8047	0.8699	0.9373	0.7725	0.8833	0.5180	0.8584	0.8532	0.8101	0.8522	0.6453	0.7350	0.3536	0.7792	0.6911	0.7568
0.2382	14.54	5380	0.5256	0.6661	0.7936	0.8540	0.9247	0.7901	0.8871	0.5412	0.8609	0.8475	0.7034	0.8390	0.6473	0.7149	0.3565	0.7585	0.6907	0.6558
0.5997	14.59	5400	0.5506	0.6638	0.7806	0.8569	0.9306	0.7989	0.8488	0.4217	0.8792	0.9043	0.6806	0.8595	0.6680	0.7178	0.3565	0.7619	0.6256	0.6575
0.2169	14.65	5420	0.4596	0.6812	0.7941	0.8719	0.9319	0.8269	0.8532	0.3951	0.8856	0.8563	0.8099	0.8611	0.6533	0.7260	0.3334	0.7942	0.6397	0.7606
0.4158	14.7	5440	0.4825	0.6757	0.7914	0.8663	0.9302	0.8297	0.8431	0.4104	0.8852	0.8899	0.7515	0.8589	0.6603	0.7279	0.3425	0.7823	0.6390	0.7190
0.2731	14.76	5460	0.4921	0.6693	0.7758	0.8654	0.9363	0.7729	0.8511	0.3669	0.8939	0.8740	0.7355	0.8595	0.6582	0.7365	0.3036	0.7804	0.6435	0.7032
0.2632	14.81	5480	0.5184	0.6608	0.7736	0.8576	0.9230	0.7621	0.8457	0.4050	0.8904	0.8685	0.7206	0.8540	0.6451	0.7336	0.3116	0.7644	0.6550	0.6616
0.251	14.86	5500	0.5260	0.6573	0.7853	0.8539	0.9166	0.8257	0.8636	0.4380	0.8732	0.8650	0.7147	0.8556	0.6489	0.7266	0.3015	0.7549	0.6576	0.6559
1.2515	14.92	5520	0.5372	0.6612	0.7934	0.8557	0.9341	0.8601	0.8507	0.4872	0.8631	0.8660	0.6925	0.8518	0.6443	0.7224	0.3354	0.7645	0.6509	0.6593
0.3045	14.97	5540	0.5962	0.6381	0.7591	0.8482	0.9409	0.7581	0.8722	0.3525	0.8610	0.8802	0.6490	0.8545	0.6279	0.7132	0.2629	0.7500	0.6308	0.6273
0.3704	15.03	5560	0.5266	0.6592	0.7633	0.8630	0.9323	0.7273	0.8722	0.3523	0.9088	0.8266	0.7236	0.8633	0.6164	0.7280	0.2874	0.7715	0.6555	0.6927
0.2794	15.08	5580	0.5012	0.6792	0.7915	0.8685	0.9195	0.7160	0.8471	0.4489	0.8742	0.8946	0.8405	0.8594	0.6204	0.7412	0.3444	0.7757	0.6530	0.7606
0.2056	15.14	5600	0.5639	0.6621	0.7691	0.8613	0.9277	0.7933	0.8774	0.3491	0.9046	0.8036	0.7281	0.8611	0.6590	0.7253	0.2813	0.7655	0.6626	0.6801
0.2394	15.19	5620	0.5071	0.6802	0.8040	0.8661	0.9105	0.8203	0.8734	0.4962	0.8814	0.8298	0.8163	0.8554	0.6479	0.7288	0.3451	0.7744	0.6686	0.7416
0.1558	15.24	5640	0.4703	0.6941	0.8137	0.8737	0.9194	0.8197	0.8654	0.5217	0.8806	0.8437	0.8452	0.8587	0.6512	0.7389	0.3639	0.7848	0.6852	0.7759
0.4394	15.3	5660	0.4602	0.7047	0.8105	0.8796	0.9243	0.7421	0.8635	0.5609	0.8994	0.8189	0.8641	0.8556	0.6480	0.7427	0.3821	0.7983	0.7087	0.7976
0.1494	15.35	5680	0.5335	0.6770	0.8024	0.8617	0.9188	0.7986	0.8514	0.5649	0.8821	0.8571	0.7442	0.8588	0.6418	0.7489	0.3658	0.7623	0.6771	0.6846
0.1822	15.41	5700	0.5092	0.6811	0.7989	0.8656	0.9255	0.8020	0.8331	0.5376	0.8932	0.8421	0.7585	0.8585	0.6473	0.7361	0.3856	0.7764	0.6664	0.6972
0.3058	15.46	5720	0.4918	0.6802	0.7954	0.8706	0.9194	0.7899	0.8618	0.4001	0.8777	0.8769	0.8417	0.8589	0.6568	0.7226	0.3124	0.7887	0.6539	0.7681
0.3935	15.51	5740	0.4652	0.6979	0.8067	0.8774	0.9232	0.8056	0.8448	0.4917	0.9065	0.8527	0.8223	0.8610	0.6478	0.7408	0.4001	0.8026	0.6846	0.7481
0.2512	15.57	5760	0.4909	0.6962	0.8121	0.8750	0.9275	0.8334	0.8500	0.5508	0.9036	0.8298	0.7896	0.8591	0.6628	0.7455	0.4008	0.8035	0.6663	0.7356
0.2733	15.62	5780	0.5788	0.6696	0.7811	0.8604	0.9341	0.7313	0.8732	0.5224	0.9025	0.8375	0.6670	0.8598	0.6275	0.7424	0.3998	0.7718	0.6556	0.6304
0.169	15.68	5800	0.5864	0.6691	0.7881	0.8567	0.9258	0.7840	0.8879	0.4849	0.8772	0.8845	0.6727	0.8595	0.6625	0.7433	0.3931	0.7578	0.6336	0.6342
0.1417	15.73	5820	0.5768	0.6779	0.7897	0.8648	0.9303	0.7753	0.8797	0.4615	0.8854	0.8617	0.7343	0.8603	0.6483	0.7433	0.3798	0.7725	0.6672	0.6742
0.167	15.78	5840	0.5437	0.6705	0.7821	0.8620	0.9320	0.7385	0.8467	0.4932	0.8902	0.8329	0.7414	0.8533	0.6186	0.7282	0.3730	0.7755	0.6743	0.6702
0.1848	15.84	5860	0.5523	0.6718	0.7834	0.8637	0.9479	0.7919	0.8362	0.4667	0.8878	0.8478	0.7055	0.8525	0.6592	0.7111	0.3435	0.7841	0.6711	0.6813
0.2633	15.89	5880	0.5593	0.6719	0.7908	0.8619	0.9277	0.8281	0.8055	0.5113	0.9051	0.8474	0.7102	0.8546	0.6527	0.7220	0.3589	0.7781	0.6629	0.6743
0.4253	15.95	5900	0.5592	0.6702	0.7819	0.8634	0.9234	0.7766	0.8696	0.4417	0.9088	0.8397	0.7135	0.8611	0.6580	0.7278	0.3209	0.7759	0.6673	0.6801
0.2215	16.0	5920	0.5557	0.6733	0.7792	0.8650	0.9244	0.7379	0.8344	0.4831	0.9254	0.8374	0.7120	0.8621	0.6246	0.7419	0.3600	0.7752	0.6696	0.6797
0.1312	16.05	5940	0.5140	0.6661	0.7905	0.8577	0.9235	0.8223	0.8654	0.4607	0.8732	0.8718	0.7166	0.8513	0.6364	0.7172	0.3534	0.7601	0.6666	0.6773
0.2601	16.11	5960	0.5589	0.6644	0.7804	0.8577	0.9311	0.7976	0.8697	0.4033	0.8717	0.8812	0.7081	0.8468	0.6647	0.7076	0.3282	0.7644	0.6586	0.6807
0.2015	16.16	5980	0.5697	0.6602	0.7921	0.8577	0.9164	0.8626	0.8408	0.4628	0.8911	0.8656	0.7056	0.8520	0.6123	0.7242	0.3098	0.7704	0.6842	0.6689
0.7605	16.22	6000	0.5931	0.6614	0.7788	0.8597	0.9300	0.7898	0.8712	0.3997	0.8861	0.8765	0.6981	0.8554	0.6396	0.7276	0.2938	0.7699	0.6805	0.6631
0.2138	16.27	6020	0.5283	0.6785	0.7962	0.8628	0.9194	0.7919	0.8577	0.5364	0.9008	0.8538	0.7131	0.8529	0.6356	0.7431	0.4098	0.7757	0.6747	0.6581
0.1078	16.32	6040	0.5326	0.6731	0.7963	0.8601	0.9164	0.8080	0.8588	0.5105	0.8852	0.8675	0.7278	0.8514	0.6393	0.7371	0.3786	0.7677	0.6686	0.6692
0.2353	16.38	6060	0.6190	0.6729	0.7833	0.8617	0.9301	0.7918	0.8480	0.4871	0.9120	0.8401	0.6740	0.8497	0.6474	0.7350	0.3857	0.7782	0.6665	0.6477
0.2366	16.43	6080	0.5435	0.6764	0.7883	0.8650	0.9354	0.8085	0.8590	0.4732	0.9044	0.8483	0.6893	0.8548	0.6452	0.7389	0.3762	0.7820	0.6741	0.6633
0.2295	16.49	6100	0.5347	0.6782	0.7865	0.8673	0.9395	0.8152	0.8355	0.4706	0.9174	0.8422	0.6852	0.8580	0.6427	0.7344	0.3860	0.7892	0.6746	0.6629
0.1413	16.54	6120	0.5431	0.6763	0.7882	0.8669	0.9277	0.8083	0.8725	0.4629	0.9205	0.8386	0.6871	0.8616	0.6501	0.7270	0.3681	0.7885	0.6747	0.6642
0.967	16.59	6140	0.5356	0.6685	0.7755	0.8641	0.9359	0.7922	0.8503	0.3939	0.9090	0.8533	0.6940	0.8561	0.6626	0.7212	0.3244	0.7854	0.6656	0.6646
0.1501	16.65	6160	0.5186	0.6858	0.7926	0.8682	0.9315	0.8167	0.8330	0.4982	0.9193	0.8465	0.7030	0.8566	0.6663	0.7399	0.4115	0.7886	0.6676	0.6700
0.1527	16.7	6180	0.4952	0.6802	0.7988	0.8623	0.9312	0.8229	0.8458	0.4948	0.8677	0.8908	0.7386	0.8549	0.6666	0.7339	0.3974	0.7634	0.6400	0.7050
0.2878	16.76	6200	0.4871	0.6759	0.7870	0.8634	0.9276	0.7620	0.8634	0.4550	0.8841	0.8775	0.7392	0.8604	0.6593	0.7302	0.3735	0.7686	0.6468	0.6926
0.3001	16.81	6220	0.4844	0.6884	0.8021	0.8665	0.9231	0.7721	0.8516	0.5451	0.8885	0.8888	0.7458	0.8591	0.6591	0.7514	0.4375	0.7779	0.6351	0.6984
2.424	16.86	6240	0.5032	0.6759	0.7760	0.8693	0.9355	0.7415	0.8712	0.3962	0.9116	0.8358	0.7404	0.8582	0.6502	0.7282	0.3402	0.7949	0.6654	0.6946
0.1105	16.92	6260	0.4684	0.6984	0.8042	0.8785	0.9209	0.8012	0.8217	0.4430	0.8964	0.8652	0.8811	0.8552	0.6593	0.7190	0.3668	0.8010	0.6967	0.7907
0.3355	16.97	6280	0.4982	0.6788	0.7843	0.8656	0.9386	0.7810	0.8146	0.4848	0.9087	0.8580	0.7045	0.8520	0.6508	0.7215	0.3874	0.7825	0.6807	0.6768
0.1191	17.03	6300	0.4687	0.6812	0.7999	0.8670	0.9303	0.8004	0.8551	0.5189	0.8870	0.8598	0.7475	0.8538	0.6336	0.7457	0.3761	0.7847	0.6798	0.6946
0.2914	17.08	6320	0.4668	0.6869	0.8088	0.8695	0.9212	0.7948	0.8863	0.5264	0.8773	0.8666	0.7893	0.8570	0.6411	0.7525	0.3733	0.7843	0.6786	0.7214
0.1232	17.14	6340	0.4774	0.6801	0.7939	0.8704	0.9307	0.7988	0.8856	0.4509	0.8972	0.8307	0.7631	0.8620	0.6321	0.7414	0.3314	0.7876	0.6911	0.7151
0.2338	17.19	6360	0.5762	0.6572	0.7692	0.8579	0.9362	0.8172	0.8860	0.3874	0.9167	0.8342	0.6068	0.8522	0.6441	0.7254	0.3293	0.7787	0.6821	0.5886
0.6755	17.24	6380	0.5811	0.6644	0.7687	0.8618	0.9434	0.7529	0.8458	0.4083	0.9060	0.8501	0.6745	0.8556	0.6378	0.7335	0.3314	0.7767	0.6644	0.6515
1.194	17.3	6400	0.5682	0.6739	0.7769	0.8665	0.9349	0.7822	0.8431	0.4116	0.9165	0.8349	0.7150	0.8586	0.6539	0.7349	0.3380	0.7835	0.6700	0.6782
0.1116	17.35	6420	0.5574	0.6875	0.7958	0.8693	0.9329	0.8225	0.8437	0.4951	0.9105	0.8437	0.7219	0.8620	0.6686	0.7506	0.3975	0.7825	0.6649	0.6864
0.5987	17.41	6440	0.5782	0.6833	0.7990	0.8666	0.9311	0.8397	0.8033	0.5404	0.9096	0.8529	0.7161	0.8603	0.6482	0.7287	0.4138	0.7792	0.6665	0.6864
0.5289	17.46	6460	0.5611	0.6843	0.7995	0.8665	0.9344	0.8108	0.8677	0.5384	0.8972	0.8494	0.6990	0.8619	0.6737	0.7491	0.3982	0.7796	0.6570	0.6708
0.1055	17.51	6480	0.5299	0.6816	0.8016	0.8634	0.9276	0.7722	0.8812	0.5540	0.8755	0.8793	0.7215	0.8606	0.6600	0.7496	0.4094	0.7708	0.6508	0.6698
0.1996	17.57	6500	0.5186	0.6846	0.8096	0.8669	0.9139	0.8119	0.8522	0.5283	0.8727	0.8726	0.8154	0.8536	0.6580	0.7417	0.3706	0.7813	0.6467	0.7401
0.8667	17.62	6520	0.4990	0.6866	0.8012	0.8694	0.9243	0.7851	0.8510	0.4927	0.8820	0.8749	0.7984	0.8600	0.6594	0.7428	0.3791	0.7827	0.6482	0.7342
0.241	17.68	6540	0.5401	0.6882	0.8099	0.8681	0.9116	0.8045	0.8465	0.5455	0.8792	0.8454	0.8365	0.8513	0.6577	0.7394	0.4010	0.7885	0.6561	0.7231
0.2098	17.73	6560	0.5664	0.6702	0.7946	0.8594	0.9256	0.7894	0.8642	0.5095	0.8676	0.8668	0.7389	0.8593	0.6539	0.7301	0.3559	0.7628	0.6490	0.6806
0.5638	17.78	6580	0.5683	0.6764	0.7958	0.8628	0.9150	0.8131	0.8525	0.4853	0.8941	0.8735	0.7370	0.8587	0.6467	0.7469	0.3802	0.7699	0.6521	0.6804
0.2553	17.84	6600	0.6075	0.6721	0.7817	0.8644	0.9213	0.7710	0.8738	0.4099	0.9017	0.8573	0.7372	0.8562	0.6562	0.7240	0.3281	0.7796	0.6819	0.6784
0.4949	17.89	6620	0.5938	0.6702	0.7857	0.8627	0.9278	0.7916	0.8809	0.4344	0.8916	0.8662	0.7078	0.8599	0.6583	0.7253	0.3382	0.7766	0.6735	0.6599
0.3578	17.95	6640	0.6084	0.6767	0.7912	0.8650	0.9183	0.8099	0.8671	0.4311	0.8997	0.8854	0.7265	0.8619	0.6534	0.7510	0.3597	0.7749	0.6652	0.6705
0.2771	18.0	6660	0.5365	0.6951	0.8192	0.8708	0.9139	0.8194	0.8766	0.5758	0.8843	0.8783	0.7862	0.8577	0.6546	0.7497	0.4320	0.7889	0.6627	0.7200
0.1865	18.05	6680	0.5234	0.6917	0.7939	0.8786	0.9192	0.8008	0.8629	0.3839	0.9192	0.8337	0.8374	0.8585	0.6700	0.7384	0.3171	0.8105	0.6856	0.7621
0.3439	18.11	6700	0.5187	0.7022	0.8172	0.8768	0.9080	0.8281	0.8201	0.5452	0.9090	0.8610	0.8493	0.8541	0.6545	0.7509	0.4222	0.8047	0.6654	0.7633
0.4716	18.16	6720	0.5480	0.6704	0.7856	0.8639	0.9208	0.7829	0.8962	0.4060	0.8920	0.8730	0.7283	0.8575	0.6527	0.7335	0.3266	0.7814	0.6738	0.6677
0.2285	18.22	6740	0.5800	0.6786	0.7927	0.8665	0.9309	0.8055	0.8851	0.4608	0.8981	0.8685	0.7001	0.8623	0.6682	0.7501	0.3433	0.7805	0.6806	0.6655
0.2874	18.27	6760	0.5568	0.6854	0.7961	0.8692	0.9238	0.8069	0.8568	0.5064	0.9231	0.8517	0.7040	0.8607	0.6629	0.7494	0.3803	0.7894	0.6884	0.6670
0.2325	18.32	6780	0.5335	0.6784	0.7921	0.8678	0.9300	0.8023	0.8615	0.4633	0.9001	0.8499	0.7378	0.8611	0.6612	0.7392	0.3237	0.7850	0.6803	0.6981
0.4917	18.38	6800	0.5157	0.6791	0.7932	0.8678	0.9295	0.7975	0.8441	0.4491	0.8877	0.8765	0.7678	0.8603	0.6539	0.7362	0.3412	0.7829	0.6722	0.7069
0.2626	18.43	6820	0.5124	0.6862	0.8043	0.8704	0.9235	0.8027	0.8406	0.4731	0.8755	0.9020	0.8128	0.8581	0.6539	0.7425	0.3670	0.7898	0.6569	0.7354
0.2628	18.49	6840	0.5533	0.6837	0.7922	0.8687	0.9340	0.7953	0.8593	0.4783	0.9067	0.8609	0.7109	0.8617	0.6657	0.7457	0.3766	0.7853	0.6769	0.6740
0.6479	18.54	6860	0.6086	0.6772	0.7953	0.8621	0.9180	0.7915	0.8750	0.5212	0.8993	0.8629	0.6995	0.8614	0.6602	0.7503	0.3844	0.7669	0.6552	0.6620
0.1974	18.59	6880	0.5783	0.6766	0.7891	0.8652	0.9379	0.8097	0.8820	0.4458	0.8880	0.8511	0.7092	0.8621	0.6774	0.7359	0.3479	0.7762	0.6608	0.6759
0.3145	18.65	6900	0.5640	0.6844	0.7992	0.8661	0.9178	0.7956	0.8842	0.5153	0.8987	0.8417	0.7411	0.8573	0.6348	0.7569	0.4158	0.7746	0.6763	0.6749
0.1216	18.7	6920	0.4967	0.6987	0.8231	0.8751	0.9126	0.8145	0.8771	0.5640	0.8812	0.8753	0.8371	0.8588	0.6335	0.7599	0.4134	0.7943	0.6746	0.7565
0.1664	18.76	6940	0.5310	0.6900	0.8060	0.8679	0.9170	0.7942	0.8529	0.5591	0.8988	0.8622	0.7575	0.8591	0.6545	0.7631	0.4149	0.7766	0.6683	0.6936
0.2653	18.81	6960	0.5674	0.6819	0.7923	0.8660	0.9224	0.7480	0.8707	0.5060	0.8992	0.8637	0.7362	0.8612	0.6425	0.7551	0.3906	0.7732	0.6745	0.6761
0.1461	18.86	6980	0.5890	0.6794	0.7804	0.8693	0.9328	0.7151	0.8666	0.4832	0.9264	0.8316	0.7068	0.8629	0.6129	0.7558	0.3803	0.7851	0.6818	0.6770
0.2221	18.92	7000	0.5067	0.6993	0.8129	0.8735	0.9338	0.7829	0.8681	0.5879	0.8860	0.8581	0.7738	0.8635	0.6556	0.7693	0.4326	0.7850	0.6695	0.7195
0.2125	18.97	7020	0.5190	0.7000	0.8024	0.8755	0.9392	0.7639	0.8447	0.5359	0.9017	0.8645	0.7666	0.8657	0.6558	0.7583	0.4329	0.7883	0.6770	0.7221
0.1904	19.03	7040	0.5813	0.6759	0.7899	0.8618	0.9322	0.7705	0.8519	0.4998	0.8815	0.8776	0.7160	0.8604	0.6552	0.7470	0.3914	0.7667	0.6452	0.6655
0.2587	19.08	7060	0.5817	0.6675	0.7925	0.8587	0.9359	0.8122	0.8658	0.5069	0.8690	0.8550	0.7027	0.8628	0.6479	0.7377	0.3555	0.7601	0.6446	0.6638
0.1773	19.14	7080	0.6150	0.6701	0.7901	0.8583	0.9266	0.8001	0.8581	0.5196	0.8907	0.8551	0.6805	0.8601	0.6697	0.7471	0.3655	0.7629	0.6369	0.6487
0.32	19.19	7100	0.5867	0.6727	0.7812	0.8661	0.9307	0.7993	0.8512	0.3972	0.9027	0.8471	0.7406	0.8645	0.6655	0.7247	0.2904	0.7725	0.6829	0.7082
0.1643	19.24	7120	0.5770	0.6743	0.7900	0.8651	0.9329	0.8131	0.8479	0.4639	0.8926	0.8417	0.7377	0.8608	0.6356	0.7377	0.3433	0.7742	0.6839	0.6846
0.2318	19.3	7140	0.6071	0.6768	0.7972	0.8651	0.9316	0.8415	0.8710	0.4708	0.8879	0.8668	0.7106	0.8631	0.6620	0.7394	0.3453	0.7732	0.6689	0.6858
0.2215	19.35	7160	0.5905	0.6844	0.7986	0.8671	0.9299	0.8322	0.8591	0.4789	0.8946	0.8795	0.7163	0.8611	0.6652	0.7432	0.3924	0.7757	0.6682	0.6850
0.1181	19.41	7180	0.5889	0.6876	0.7907	0.8691	0.9314	0.7910	0.8487	0.4678	0.9082	0.8539	0.7337	0.8629	0.6766	0.7420	0.3876	0.7752	0.6697	0.6993
0.2127	19.46	7200	0.6140	0.6876	0.7902	0.8686	0.9233	0.7681	0.8369	0.5085	0.9208	0.8268	0.7468	0.8609	0.6536	0.7440	0.4109	0.7763	0.6677	0.6997
0.1767	19.51	7220	0.5347	0.6865	0.8045	0.8655	0.9298	0.8068	0.8362	0.5574	0.8796	0.8711	0.7504	0.8545	0.6559	0.7433	0.4151	0.7713	0.6658	0.6998
0.1436	19.57	7240	0.5328	0.6897	0.8028	0.8693	0.9276	0.7944	0.8557	0.5430	0.8988	0.8528	0.7470	0.8604	0.6553	0.7435	0.4161	0.7815	0.6687	0.7023
0.3826	19.62	7260	0.5324	0.6842	0.7933	0.8691	0.9348	0.7950	0.8648	0.4719	0.8966	0.8462	0.7434	0.8652	0.6548	0.7315	0.3897	0.7796	0.6686	0.7003
0.1237	19.68	7280	0.5873	0.6829	0.7902	0.8679	0.9212	0.7642	0.8508	0.4830	0.9112	0.8521	0.7490	0.8627	0.6414	0.7475	0.3882	0.7758	0.6633	0.7012
0.3202	19.73	7300	0.5673	0.6791	0.7928	0.8647	0.9204	0.7484	0.8683	0.5007	0.8901	0.8702	0.7515	0.8628	0.6275	0.7545	0.3923	0.7672	0.6612	0.6880
0.151	19.78	7320	0.5385	0.6796	0.7916	0.8648	0.9233	0.7913	0.8560	0.4815	0.8975	0.8501	0.7412	0.8572	0.6437	0.7462	0.3911	0.7732	0.6667	0.6787
1.8943	19.84	7340	0.5848	0.6687	0.7813	0.8632	0.9277	0.8039	0.8795	0.3675	0.8863	0.8732	0.7314	0.8603	0.6622	0.7305	0.3137	0.7705	0.6628	0.6812
2.0602	19.89	7360	0.6545	0.6648	0.7714	0.8624	0.9365	0.7130	0.8754	0.4220	0.9027	0.8739	0.6764	0.8619	0.6179	0.7413	0.3474	0.7738	0.6558	0.6558
0.1774	19.95	7380	0.5291	0.6811	0.7850	0.8668	0.9319	0.7039	0.8638	0.4985	0.8997	0.8678	0.7296	0.8574	0.6120	0.7519	0.4044	0.7726	0.6769	0.6924
0.4491	20.0	7400	0.5457	0.6885	0.8092	0.8668	0.9288	0.7781	0.8755	0.5600	0.8597	0.8784	0.7842	0.8537	0.6507	0.7424	0.4132	0.7719	0.6517	0.7357
0.2327	20.05	7420	0.4986	0.6951	0.8138	0.8718	0.9203	0.7875	0.8774	0.5437	0.8700	0.8639	0.8341	0.8540	0.6482	0.7439	0.4032	0.7815	0.6722	0.7627
0.174	20.11	7440	0.5225	0.6850	0.7940	0.8693	0.9285	0.7177	0.8441	0.5245	0.8854	0.8430	0.8149	0.8542	0.6089	0.7398	0.3890	0.7762	0.6749	0.7516
0.223	20.16	7460	0.5617	0.6735	0.7814	0.8641	0.9207	0.7170	0.8325	0.4816	0.9066	0.8579	0.7533	0.8607	0.6110	0.7362	0.3626	0.7656	0.6743	0.7039
0.1366	20.22	7480	0.5322	0.6753	0.7865	0.8674	0.9287	0.7346	0.8706	0.4498	0.8929	0.8790	0.7499	0.8666	0.6240	0.7352	0.3376	0.7741	0.6781	0.7117
0.1194	20.27	7500	0.5123	0.6821	0.7900	0.8729	0.9274	0.7172	0.8794	0.4368	0.8893	0.8580	0.8217	0.8618	0.6174	0.7346	0.3412	0.7914	0.6706	0.7576
0.4355	20.32	7520	0.5022	0.6883	0.7942	0.8700	0.9291	0.7423	0.8283	0.5127	0.8953	0.8612	0.7909	0.8556	0.6275	0.7459	0.4057	0.7788	0.6703	0.7344
0.2599	20.38	7540	0.5213	0.6843	0.7884	0.8699	0.9255	0.7675	0.8745	0.4440	0.9038	0.8239	0.7798	0.8591	0.6403	0.7475	0.3666	0.7765	0.6735	0.7268
0.1313	20.43	7560	0.5307	0.6870	0.7970	0.8715	0.9309	0.8263	0.8690	0.4340	0.8996	0.8745	0.7449	0.8690	0.6708	0.7400	0.3684	0.7822	0.6607	0.7177
0.2357	20.49	7580	0.5712	0.6687	0.7818	0.8625	0.9381	0.7413	0.8777	0.4756	0.8956	0.8785	0.6658	0.8660	0.6395	0.7327	0.3683	0.7771	0.6526	0.6443
0.0972	20.54	7600	0.5153	0.6886	0.8072	0.8707	0.9321	0.8320	0.8792	0.5420	0.8992	0.8391	0.7266	0.8704	0.6725	0.7292	0.3949	0.7864	0.6665	0.7001
0.1029	20.59	7620	0.5067	0.6902	0.7927	0.8727	0.9382	0.7702	0.8274	0.4957	0.9044	0.8297	0.7829	0.8599	0.6495	0.7447	0.3951	0.7903	0.6682	0.7236
0.5238	20.65	7640	0.5782	0.6799	0.7993	0.8650	0.9307	0.8141	0.8524	0.4980	0.8774	0.8783	0.7441	0.8642	0.6526	0.7503	0.3906	0.7734	0.6402	0.6883
1.6773	20.7	7660	0.5609	0.6822	0.8005	0.8664	0.9312	0.8056	0.8660	0.5051	0.8798	0.8725	0.7432	0.8641	0.6569	0.7514	0.3921	0.7781	0.6436	0.6894
0.1892	20.76	7680	0.5891	0.6798	0.7864	0.8684	0.9357	0.7842	0.8568	0.4363	0.9010	0.8586	0.7325	0.8671	0.6601	0.7397	0.3563	0.7793	0.6701	0.6859
0.8756	20.81	7700	0.6172	0.6740	0.7825	0.8664	0.9333	0.8033	0.8448	0.3998	0.9053	0.8823	0.7090	0.8657	0.6639	0.7382	0.3314	0.7780	0.6583	0.6828
0.2574	20.86	7720	0.5685	0.6730	0.7848	0.8657	0.9321	0.8291	0.8601	0.3877	0.9004	0.8768	0.7071	0.8641	0.6729	0.7365	0.3251	0.7792	0.6542	0.6789
0.2701	20.92	7740	0.5149	0.6892	0.8032	0.8752	0.9224	0.8254	0.8539	0.4344	0.8943	0.8636	0.8288	0.8631	0.6578	0.7363	0.3458	0.7994	0.6619	0.7604
0.5788	20.97	7760	0.5510	0.6740	0.7774	0.8681	0.9259	0.7662	0.8814	0.3868	0.9117	0.8002	0.7697	0.8639	0.6620	0.7312	0.3048	0.7825	0.6629	0.7104
0.3711	21.03	7780	0.5231	0.6849	0.7949	0.8718	0.9327	0.7757	0.8866	0.4610	0.8855	0.8102	0.8124	0.8622	0.6629	0.7369	0.3397	0.7892	0.6596	0.7439
0.2244	21.08	7800	0.5435	0.6822	0.8026	0.8675	0.9217	0.7945	0.8675	0.4906	0.8746	0.8746	0.7946	0.8641	0.6620	0.7449	0.3363	0.7738	0.6658	0.7286
0.2711	21.14	7820	0.6044	0.6836	0.7940	0.8682	0.9306	0.8000	0.8592	0.5011	0.9066	0.8271	0.7334	0.8685	0.6619	0.7554	0.3755	0.7750	0.6568	0.6922
0.1413	21.19	7840	0.5306	0.6918	0.8031	0.8733	0.9320	0.7765	0.8831	0.4888	0.8802	0.8552	0.8056	0.8615	0.6591	0.7465	0.3789	0.7903	0.6675	0.7387
0.2264	21.24	7860	0.5182	0.6880	0.8088	0.8700	0.9337	0.8223	0.8892	0.5332	0.8845	0.8725	0.7264	0.8712	0.6752	0.7285	0.3943	0.7840	0.6610	0.7017
0.0717	21.3	7880	0.5174	0.6903	0.8026	0.8729	0.9256	0.8152	0.8579	0.4825	0.9021	0.8608	0.7740	0.8675	0.6609	0.7434	0.3772	0.7865	0.6670	0.7296
0.2197	21.35	7900	0.5787	0.6807	0.7905	0.8691	0.9341	0.8186	0.8830	0.4429	0.9089	0.8356	0.7103	0.8681	0.6762	0.7340	0.3512	0.7846	0.6679	0.6827
0.316	21.41	7920	0.5727	0.6830	0.7970	0.8686	0.9316	0.8351	0.8586	0.4615	0.8985	0.8697	0.7243	0.8680	0.6698	0.7498	0.3609	0.7777	0.6645	0.6907
0.2365	21.46	7940	0.5699	0.6770	0.7762	0.8693	0.9408	0.7563	0.8860	0.3834	0.9086	0.8411	0.7171	0.8658	0.6654	0.7459	0.3222	0.7818	0.6689	0.6889
0.2017	21.51	7960	0.5048	0.6899	0.7966	0.8736	0.9328	0.8088	0.8570	0.4467	0.9042	0.8644	0.7625	0.8659	0.6671	0.7526	0.3645	0.7899	0.6704	0.7190
0.1801	21.57	7980	0.5304	0.6847	0.7873	0.8729	0.9377	0.7963	0.8375	0.4198	0.9089	0.8376	0.7732	0.8617	0.6613	0.7328	0.3441	0.7944	0.6750	0.7235
0.1469	21.62	8000	0.5277	0.6891	0.8025	0.8738	0.9288	0.8013	0.8589	0.4444	0.8796	0.8819	0.8228	0.8600	0.6624	0.7352	0.3509	0.7964	0.6605	0.7580
0.1851	21.68	8020	0.5037	0.6917	0.8026	0.8752	0.9236	0.7849	0.8607	0.4541	0.8874	0.8659	0.8417	0.8595	0.6612	0.7352	0.3574	0.7997	0.6688	0.7600
0.2767	21.73	8040	0.5497	0.6743	0.7824	0.8654	0.9295	0.7648	0.8667	0.4335	0.9000	0.8474	0.7347	0.8657	0.6586	0.7309	0.3443	0.7752	0.6644	0.6809
0.4517	21.78	8060	0.5216	0.6863	0.8001	0.8694	0.9328	0.7981	0.8670	0.4973	0.8863	0.8636	0.7556	0.8637	0.6652	0.7368	0.3809	0.7812	0.6670	0.7091
0.1079	21.84	8080	0.5996	0.6822	0.7995	0.8670	0.9256	0.8301	0.8706	0.4783	0.8941	0.8730	0.7251	0.8654	0.6743	0.7266	0.3776	0.7783	0.6619	0.6910
0.1717	21.89	8100	0.5482	0.6819	0.7917	0.8708	0.9316	0.8331	0.8817	0.4027	0.9023	0.8436	0.7470	0.8700	0.6738	0.7327	0.3401	0.7833	0.6612	0.7121
0.3239	21.95	8120	0.5427	0.6794	0.7976	0.8651	0.8876	0.7914	0.8811	0.4234	0.8909	0.8623	0.8468	0.8398	0.6644	0.7446	0.3468	0.7923	0.6618	0.7062
0.1983	22.0	8140	0.6081	0.6780	0.7984	0.8627	0.8777	0.7846	0.8739	0.4317	0.8891	0.8768	0.8552	0.8323	0.6606	0.7464	0.3587	0.7932	0.6566	0.6980
0.1484	22.05	8160	0.5349	0.6790	0.7993	0.8633	0.8994	0.8141	0.8562	0.4765	0.8940	0.8652	0.7899	0.8491	0.6716	0.7440	0.3733	0.7850	0.6449	0.6849
0.1894	22.11	8180	0.5522	0.6756	0.7889	0.8596	0.9088	0.7743	0.8673	0.4937	0.8993	0.8464	0.7326	0.8393	0.6720	0.7426	0.3832	0.7810	0.6632	0.6477
0.3145	22.16	8200	0.5572	0.6822	0.7993	0.8665	0.9307	0.8412	0.8772	0.4812	0.8923	0.8619	0.7103	0.8636	0.6720	0.7410	0.3873	0.7780	0.6549	0.6784
0.2407	22.22	8220	0.5461	0.6860	0.7994	0.8673	0.9205	0.8052	0.8697	0.4979	0.8992	0.8660	0.7374	0.8618	0.6721	0.7515	0.3905	0.7765	0.6633	0.6864
0.2316	22.27	8240	0.5117	0.6899	0.8124	0.8722	0.9228	0.8234	0.8740	0.5053	0.8763	0.8768	0.8084	0.8632	0.6560	0.7452	0.3687	0.7897	0.6626	0.7437
0.1487	22.32	8260	0.5589	0.6807	0.7897	0.8691	0.9372	0.7995	0.8774	0.4483	0.9010	0.8372	0.7271	0.8645	0.6632	0.7359	0.3582	0.7870	0.6715	0.6844
0.5139	22.38	8280	0.6136	0.6741	0.7883	0.8648	0.9278	0.8190	0.8847	0.4439	0.9060	0.8414	0.6949	0.8632	0.6656	0.7263	0.3530	0.7808	0.6715	0.6581
0.1885	22.43	8300	0.5952	0.6781	0.7890	0.8660	0.9278	0.8208	0.8729	0.4469	0.9098	0.8419	0.7027	0.8622	0.6664	0.7447	0.3691	0.7802	0.6591	0.6653
0.1655	22.49	8320	0.5607	0.6828	0.7937	0.8679	0.9396	0.8111	0.8783	0.4798	0.8965	0.8448	0.7055	0.8655	0.6729	0.7423	0.3851	0.7813	0.6571	0.6754
0.2207	22.54	8340	0.5650	0.6836	0.7969	0.8673	0.9392	0.8329	0.8358	0.5001	0.8973	0.8690	0.7041	0.8633	0.6696	0.7397	0.3907	0.7790	0.6637	0.6792
0.1021	22.59	8360	0.5846	0.6821	0.7936	0.8673	0.9382	0.8232	0.8513	0.4894	0.9030	0.8514	0.6990	0.8629	0.6707	0.7395	0.3838	0.7821	0.6650	0.6711
0.2844	22.65	8380	0.5945	0.6737	0.7886	0.8641	0.9414	0.8176	0.8566	0.4632	0.8908	0.8607	0.6901	0.8643	0.6701	0.7218	0.3506	0.7753	0.6670	0.6671
0.2364	22.7	8400	0.5675	0.6828	0.7980	0.8668	0.9386	0.8129	0.8429	0.5250	0.8927	0.8625	0.7115	0.8599	0.6651	0.7359	0.3909	0.7825	0.6661	0.6791
0.0931	22.76	8420	0.5758	0.6814	0.7965	0.8677	0.9280	0.8355	0.8542	0.4923	0.9146	0.8567	0.6943	0.8600	0.6565	0.7365	0.3779	0.7881	0.6878	0.6632
1.9535	22.81	8440	0.5744	0.6708	0.7846	0.8615	0.9414	0.8052	0.8589	0.4741	0.8864	0.8198	0.7064	0.8527	0.6636	0.7285	0.3274	0.7738	0.6879	0.6616
0.089	22.86	8460	0.5871	0.6750	0.7902	0.8621	0.9236	0.8017	0.8604	0.4905	0.8994	0.8477	0.7080	0.8547	0.6580	0.7415	0.3755	0.7767	0.6754	0.6433
0.4797	22.92	8480	0.5729	0.6792	0.7963	0.8640	0.9317	0.7961	0.8674	0.5229	0.8887	0.8601	0.7072	0.8603	0.6589	0.7385	0.3936	0.7750	0.6674	0.6609
0.3645	22.97	8500	0.5924	0.6621	0.7854	0.8574	0.9327	0.8002	0.8649	0.4443	0.8653	0.8807	0.7099	0.8588	0.6602	0.7243	0.3064	0.7636	0.6646	0.6571
1.9274	23.03	8520	0.5832	0.6716	0.7923	0.8619	0.9191	0.8040	0.8636	0.4716	0.8842	0.8479	0.7558	0.8588	0.6626	0.7375	0.3162	0.7693	0.6642	0.6928
0.4846	23.08	8540	0.5686	0.6763	0.8021	0.8606	0.9225	0.8182	0.8364	0.5516	0.8752	0.8683	0.7425	0.8571	0.6578	0.7466	0.3835	0.7664	0.6399	0.6830
0.238	23.14	8560	0.5864	0.6750	0.7964	0.8601	0.9281	0.8056	0.8387	0.5468	0.8832	0.8638	0.7090	0.8589	0.6643	0.7471	0.3803	0.7640	0.6465	0.6642
0.1989	23.19	8580	0.5883	0.6800	0.7955	0.8633	0.9314	0.8008	0.8531	0.5379	0.8912	0.8374	0.7170	0.8609	0.6653	0.7501	0.3932	0.7695	0.6599	0.6609
0.1894	23.24	8600	0.6118	0.6843	0.7944	0.8675	0.9321	0.8160	0.8606	0.4999	0.9119	0.8475	0.6927	0.8617	0.6717	0.7498	0.3885	0.7821	0.6766	0.6594
0.2921	23.3	8620	0.6391	0.6731	0.7798	0.8643	0.9367	0.7823	0.8612	0.4541	0.9168	0.8444	0.6629	0.8619	0.6692	0.7416	0.3576	0.7836	0.6656	0.6324
0.1991	23.35	8640	0.5604	0.6692	0.7986	0.8594	0.9283	0.8299	0.8807	0.4897	0.8591	0.8730	0.7292	0.8630	0.6569	0.7372	0.3387	0.7609	0.6585	0.6690
2.1941	23.41	8660	0.6231	0.6726	0.7960	0.8598	0.9252	0.7916	0.8704	0.5168	0.8739	0.8811	0.7128	0.8600	0.6560	0.7499	0.3834	0.7690	0.6361	0.6540
1.0263	23.46	8680	0.5725	0.6812	0.7969	0.8661	0.9317	0.7970	0.8727	0.4957	0.8853	0.8666	0.7292	0.8650	0.6602	0.7414	0.3854	0.7752	0.6646	0.6764
0.3965	23.51	8700	0.6046	0.6701	0.7845	0.8601	0.9275	0.7791	0.8538	0.4748	0.8911	0.8554	0.7099	0.8609	0.6647	0.7444	0.3495	0.7669	0.6535	0.6511
0.3083	23.57	8720	0.5639	0.6899	0.8086	0.8714	0.9230	0.8020	0.8668	0.5128	0.8775	0.8573	0.8208	0.8613	0.6656	0.7423	0.3584	0.7845	0.6696	0.7476
0.348	23.62	8740	0.5833	0.6772	0.8023	0.8639	0.9258	0.8096	0.8594	0.5035	0.8651	0.8836	0.7693	0.8626	0.6613	0.7440	0.3460	0.7708	0.6550	0.7010
0.2902	23.68	8760	0.6245	0.6601	0.7887	0.8543	0.9189	0.8138	0.8727	0.4692	0.8708	0.8761	0.6994	0.8602	0.6599	0.7390	0.3228	0.7571	0.6401	0.6419
0.1974	23.73	8780	0.5838	0.6695	0.7817	0.8603	0.9269	0.7834	0.8570	0.4585	0.8937	0.8266	0.7255	0.8591	0.6629	0.7404	0.3419	0.7653	0.6539	0.6629
0.206	23.78	8800	0.5512	0.6790	0.7919	0.8634	0.9296	0.7790	0.8484	0.5005	0.8879	0.8753	0.7230	0.8614	0.6625	0.7393	0.3936	0.7701	0.6631	0.6630
0.0565	23.84	8820	0.5502	0.6865	0.8006	0.8691	0.9266	0.8180	0.8576	0.4931	0.8943	0.8524	0.7625	0.8607	0.6622	0.7458	0.3915	0.7857	0.6619	0.6976
0.1328	23.89	8840	0.5634	0.6827	0.7948	0.8668	0.9207	0.7875	0.8474	0.5038	0.9039	0.8439	0.7562	0.8580	0.6475	0.7534	0.3939	0.7817	0.6573	0.6872
0.1884	23.95	8860	0.6300	0.6704	0.7872	0.8606	0.9145	0.8043	0.8633	0.4493	0.9001	0.8627	0.7165	0.8571	0.6550	0.7494	0.3593	0.7726	0.6456	0.6540
0.2707	24.0	8880	0.6569	0.6586	0.7709	0.8575	0.9294	0.7927	0.8687	0.3950	0.9010	0.8286	0.6807	0.8605	0.6619	0.7332	0.3093	0.7674	0.6457	0.6322
0.3871	24.05	8900	0.6504	0.6578	0.7787	0.8564	0.9356	0.8423	0.8347	0.4222	0.8869	0.8495	0.6795	0.8592	0.6567	0.7318	0.3005	0.7635	0.6441	0.6486
0.3144	24.11	8920	0.6706	0.6548	0.7795	0.8536	0.9291	0.8228	0.8620	0.4337	0.8836	0.8777	0.6475	0.8604	0.6646	0.7307	0.3255	0.7670	0.6234	0.6122
0.0824	24.16	8940	0.6211	0.6640	0.7859	0.8568	0.9224	0.7709	0.8858	0.4967	0.8808	0.8346	0.7101	0.8536	0.6410	0.7348	0.3514	0.7663	0.6524	0.6482
0.147	24.22	8960	0.6018	0.6663	0.7807	0.8599	0.9246	0.6985	0.8578	0.5418	0.9017	0.8264	0.7142	0.8596	0.6068	0.7480	0.3659	0.7694	0.6577	0.6565
0.2046	24.27	8980	0.5952	0.6760	0.7914	0.8632	0.9212	0.7512	0.8642	0.5368	0.8980	0.8256	0.7427	0.8591	0.6417	0.7422	0.3755	0.7736	0.6646	0.6755
0.2014	24.32	9000	0.5944	0.6783	0.7980	0.8641	0.9273	0.8022	0.8638	0.5247	0.8844	0.8371	0.7463	0.8614	0.6586	0.7374	0.3680	0.7722	0.6679	0.6826
0.0533	24.38	9020	0.6587	0.6734	0.7872	0.8619	0.9203	0.7801	0.8606	0.4876	0.9016	0.8332	0.7268	0.8595	0.6487	0.7451	0.3628	0.7684	0.6648	0.6641
0.2093	24.43	9040	0.6173	0.6763	0.7903	0.8648	0.9328	0.8158	0.8373	0.4630	0.8884	0.8442	0.7507	0.8599	0.6587	0.7291	0.3529	0.7738	0.6708	0.6886
0.1713	24.49	9060	0.5820	0.6747	0.7958	0.8626	0.9317	0.7998	0.8558	0.4790	0.8616	0.8773	0.7652	0.8635	0.6673	0.7396	0.3206	0.7610	0.6686	0.7023
0.1691	24.54	9080	0.5721	0.6751	0.7924	0.8631	0.9324	0.8007	0.8585	0.4802	0.8762	0.8532	0.7460	0.8643	0.6645	0.7445	0.3347	0.7627	0.6669	0.6883
0.1106	24.59	9100	0.5679	0.6808	0.7961	0.8660	0.9313	0.8225	0.8635	0.4743	0.8893	0.8673	0.7246	0.8669	0.6724	0.7418	0.3643	0.7698	0.6645	0.6859
0.1896	24.65	9120	0.5785	0.6783	0.7910	0.8649	0.9234	0.7689	0.8535	0.4665	0.8878	0.8821	0.7548	0.8615	0.6394	0.7505	0.3741	0.7690	0.6665	0.6871
0.5134	24.7	9140	0.5299	0.6942	0.8100	0.8722	0.9225	0.8044	0.8590	0.5211	0.8837	0.8726	0.8068	0.8600	0.6590	0.7510	0.4038	0.7866	0.6650	0.7339
0.4509	24.76	9160	0.5697	0.6858	0.8003	0.8677	0.9174	0.8081	0.8697	0.5085	0.9011	0.8324	0.7648	0.8602	0.6603	0.7489	0.3869	0.7777	0.6692	0.6972
0.1456	24.81	9180	0.6313	0.6818	0.7974	0.8656	0.9252	0.8321	0.8474	0.5258	0.9130	0.8379	0.7006	0.8625	0.6669	0.7485	0.3889	0.7775	0.6627	0.6657
0.3161	24.86	9200	0.5902	0.6805	0.7989	0.8655	0.9239	0.8146	0.8581	0.5054	0.8938	0.8657	0.7306	0.8655	0.6603	0.7480	0.3758	0.7729	0.6618	0.6794
0.1412	24.92	9220	0.6194	0.6728	0.7906	0.8624	0.9236	0.8272	0.8365	0.4650	0.8953	0.8559	0.7307	0.8560	0.6528	0.7384	0.3507	0.7740	0.6678	0.6698
0.169	24.97	9240	0.5721	0.6742	0.7854	0.8649	0.9276	0.8090	0.8546	0.4162	0.8956	0.8470	0.7475	0.8569	0.6604	0.7383	0.3288	0.7776	0.6754	0.6818
0.1168	25.03	9260	0.5408	0.6758	0.7857	0.8653	0.9315	0.8146	0.8371	0.4369	0.8992	0.8365	0.7444	0.8570	0.6611	0.7355	0.3402	0.7776	0.6756	0.6834
0.1236	25.08	9280	0.5989	0.6796	0.7947	0.8637	0.9337	0.8156	0.8602	0.5125	0.8951	0.8586	0.6868	0.8574	0.6684	0.7470	0.3954	0.7758	0.6597	0.6533
0.1402	25.14	9300	0.5337	0.6828	0.7902	0.8682	0.9369	0.8239	0.8565	0.4630	0.9081	0.8272	0.7161	0.8596	0.6726	0.7423	0.3713	0.7842	0.6732	0.6764
0.0659	25.19	9320	0.5782	0.6736	0.7954	0.8614	0.9302	0.8341	0.8540	0.4856	0.8799	0.8762	0.7081	0.8572	0.6569	0.7373	0.3741	0.7711	0.6594	0.6595
0.3301	25.24	9340	0.6045	0.6715	0.7866	0.8620	0.9276	0.7994	0.8715	0.4603	0.8958	0.8467	0.7047	0.8590	0.6512	0.7431	0.3611	0.7735	0.6582	0.6542
0.2523	25.3	9360	0.5964	0.6754	0.7884	0.8641	0.9323	0.8082	0.8618	0.4527	0.8947	0.8632	0.7063	0.8602	0.6700	0.7370	0.3532	0.7760	0.6639	0.6673
0.2483	25.35	9380	0.5981	0.6707	0.7816	0.8634	0.9321	0.7652	0.8546	0.4422	0.8953	0.8623	0.7191	0.8631	0.6526	0.7336	0.3334	0.7730	0.6677	0.6716
0.1621	25.41	9400	0.5591	0.6763	0.7884	0.8664	0.9338	0.7969	0.8472	0.4417	0.8910	0.8637	0.7442	0.8621	0.6397	0.7300	0.3486	0.7741	0.6882	0.6915
0.1596	25.46	9420	0.6054	0.6797	0.7894	0.8674	0.9307	0.8010	0.8502	0.4750	0.9109	0.8343	0.7235	0.8612	0.6403	0.7309	0.3735	0.7782	0.6834	0.6904
0.3227	25.51	9440	0.5901	0.6776	0.7910	0.8658	0.9212	0.7572	0.8674	0.4964	0.9057	0.8652	0.7235	0.8660	0.6386	0.7388	0.3695	0.7733	0.6707	0.6865
0.2153	25.57	9460	0.5758	0.6730	0.7875	0.8648	0.9244	0.7906	0.8777	0.4487	0.9020	0.8477	0.7211	0.8647	0.6502	0.7290	0.3387	0.7741	0.6667	0.6879
0.3868	25.62	9480	0.5591	0.6795	0.7912	0.8671	0.9252	0.8109	0.8717	0.4495	0.9042	0.8442	0.7330	0.8641	0.6580	0.7303	0.3576	0.7743	0.6755	0.6967
0.2817	25.68	9500	0.5215	0.6878	0.7959	0.8738	0.9336	0.8251	0.8433	0.4297	0.9011	0.8513	0.7875	0.8663	0.6666	0.7304	0.3412	0.7889	0.6801	0.7408
0.2824	25.73	9520	0.5074	0.6917	0.8034	0.8757	0.9264	0.8140	0.8525	0.4297	0.8823	0.8657	0.8532	0.8594	0.6615	0.7304	0.3441	0.7954	0.6741	0.7768
0.1215	25.78	9540	0.5113	0.6956	0.8073	0.8768	0.9241	0.8304	0.8311	0.4732	0.8996	0.8544	0.8380	0.8596	0.6533	0.7364	0.3791	0.8016	0.6742	0.7651
0.2846	25.84	9560	0.5507	0.6867	0.7933	0.8711	0.9280	0.8186	0.8677	0.4674	0.9230	0.8247	0.7234	0.8678	0.6740	0.7375	0.3711	0.7854	0.6774	0.6935
0.4948	25.89	9580	0.5195	0.6907	0.7986	0.8729	0.9382	0.8081	0.8478	0.4941	0.9044	0.8507	0.7467	0.8678	0.6684	0.7407	0.3734	0.7855	0.6878	0.7113
0.3136	25.95	9600	0.5447	0.6889	0.7947	0.8721	0.9387	0.8271	0.8304	0.4608	0.9087	0.8594	0.7375	0.8647	0.6735	0.7420	0.3706	0.7852	0.6748	0.7117
0.1665	26.0	9620	0.5755	0.6885	0.7950	0.8711	0.9373	0.8130	0.8596	0.4627	0.9026	0.8602	0.7300	0.8679	0.6796	0.7482	0.3707	0.7794	0.6681	0.7055
0.0865	26.05	9640	0.5778	0.6861	0.7970	0.8684	0.9328	0.7874	0.8652	0.4998	0.8920	0.8654	0.7365	0.8684	0.6677	0.7499	0.3870	0.7731	0.6623	0.6941
0.1036	26.11	9660	0.5929	0.6828	0.7923	0.8666	0.9384	0.7990	0.8381	0.4884	0.8910	0.8574	0.7335	0.8626	0.6687	0.7389	0.3858	0.7744	0.6637	0.6854
0.2062	26.16	9680	0.6145	0.6766	0.7881	0.8658	0.9364	0.8016	0.8480	0.4344	0.8859	0.8719	0.7387	0.8637	0.6647	0.7360	0.3431	0.7736	0.6675	0.6879
0.2066	26.22	9700	0.6302	0.6749	0.7899	0.8650	0.9310	0.7961	0.8787	0.4181	0.8760	0.8837	0.7460	0.8641	0.6654	0.7349	0.3311	0.7713	0.6681	0.6891
0.3122	26.27	9720	0.5919	0.6790	0.7833	0.8695	0.9322	0.7807	0.8695	0.3970	0.9022	0.8424	0.7595	0.8660	0.6666	0.7363	0.3249	0.7820	0.6801	0.6968
0.2804	26.32	9740	0.5657	0.6853	0.7938	0.8715	0.9325	0.8105	0.8793	0.4290	0.8968	0.8425	0.7658	0.8653	0.6692	0.7429	0.3469	0.7857	0.6797	0.7073
0.3325	26.38	9760	0.5954	0.6892	0.8015	0.8691	0.9321	0.8292	0.8377	0.5225	0.9006	0.8510	0.7375	0.8623	0.6595	0.7504	0.4156	0.7805	0.6716	0.6847
0.6275	26.43	9780	0.5847	0.6860	0.7970	0.8684	0.9342	0.8112	0.8649	0.4878	0.8961	0.8643	0.7204	0.8665	0.6660	0.7513	0.3979	0.7769	0.6660	0.6776
0.3794	26.49	9800	0.5874	0.6800	0.7975	0.8655	0.9268	0.8132	0.8603	0.4910	0.8874	0.8596	0.7441	0.8640	0.6618	0.7541	0.3529	0.7702	0.6686	0.6883
0.3265	26.54	9820	0.5431	0.6868	0.7962	0.8708	0.9312	0.8130	0.8648	0.4739	0.9030	0.8283	0.7593	0.8628	0.6600	0.7500	0.3676	0.7845	0.6808	0.7021
0.2163	26.59	9840	0.5910	0.6866	0.7966	0.8696	0.9273	0.8196	0.8565	0.4767	0.9066	0.8479	0.7419	0.8645	0.6613	0.7493	0.3847	0.7799	0.6765	0.6901
0.2469	26.65	9860	0.6472	0.6810	0.7872	0.8665	0.9281	0.8071	0.8293	0.4536	0.9103	0.8488	0.7333	0.8567	0.6656	0.7254	0.3819	0.7806	0.6762	0.6803
0.2078	26.7	9880	0.5434	0.6868	0.7946	0.8705	0.9330	0.8069	0.8265	0.4754	0.8997	0.8422	0.7785	0.8561	0.6640	0.7201	0.3839	0.7911	0.6748	0.7178
0.2536	26.76	9900	0.5317	0.6955	0.8006	0.8779	0.9326	0.8000	0.8603	0.4675	0.9055	0.8162	0.8222	0.8635	0.6658	0.7390	0.3615	0.8027	0.6718	0.7643
0.1666	26.81	9920	0.5297	0.6903	0.7972	0.8721	0.9321	0.7830	0.8653	0.4971	0.9042	0.8388	0.7595	0.8693	0.6671	0.7499	0.3844	0.7824	0.6657	0.7136
0.3875	26.86	9940	0.6049	0.6835	0.7915	0.8701	0.9437	0.8191	0.8704	0.4413	0.8953	0.8433	0.7278	0.8678	0.6791	0.7416	0.3449	0.7801	0.6683	0.7030
0.1804	26.92	9960	0.5804	0.6904	0.7902	0.8738	0.9399	0.8023	0.8600	0.4524	0.9183	0.8191	0.7393	0.8686	0.6755	0.7466	0.3702	0.7885	0.6844	0.6988
0.5588	26.97	9980	0.5892	0.6911	0.7966	0.8728	0.9391	0.8084	0.8569	0.4798	0.9074	0.8526	0.7320	0.8699	0.6801	0.7471	0.3797	0.7849	0.6690	0.7068
0.2821	27.03	10000	0.6022	0.6881	0.7945	0.8725	0.9408	0.8337	0.8606	0.4497	0.9088	0.8421	0.7255	0.8673	0.6786	0.7456	0.3603	0.7874	0.6745	0.7029
0.3519	27.08	10020	0.5578	0.6892	0.7975	0.8707	0.9388	0.8167	0.8569	0.4875	0.8977	0.8465	0.7385	0.8657	0.6727	0.7516	0.3869	0.7808	0.6718	0.6952
0.1704	27.14	10040	0.5708	0.6861	0.7956	0.8689	0.9361	0.8084	0.8535	0.4892	0.8961	0.8440	0.7416	0.8657	0.6736	0.7454	0.3780	0.7770	0.6687	0.6943
0.3597	27.19	10060	0.5695	0.6876	0.7976	0.8695	0.9339	0.7896	0.8656	0.4934	0.8918	0.8648	0.7440	0.8703	0.6722	0.7468	0.3854	0.7742	0.6671	0.6975
0.3913	27.24	10080	0.5464	0.6787	0.7917	0.8608	0.9082	0.8047	0.8496	0.4676	0.8936	0.8591	0.7592	0.8406	0.6733	0.7477	0.3879	0.7782	0.6667	0.6563
0.3059	27.3	10100	0.5639	0.6874	0.7933	0.8717	0.9390	0.8386	0.8589	0.4450	0.9122	0.8430	0.7161	0.8675	0.6804	0.7375	0.3737	0.7863	0.6743	0.6922
0.2716	27.35	10120	0.5449	0.6894	0.7902	0.8746	0.9436	0.8183	0.8533	0.4371	0.9208	0.8367	0.7217	0.8678	0.6694	0.7321	0.3694	0.7947	0.6974	0.6953
0.6047	27.41	10140	0.5346	0.6943	0.7947	0.8758	0.9383	0.8108	0.8538	0.4517	0.9177	0.8405	0.7500	0.8708	0.6828	0.7374	0.3747	0.7913	0.6854	0.7174
0.151	27.46	10160	0.5572	0.6890	0.7934	0.8717	0.9355	0.8047	0.8545	0.4600	0.9073	0.8513	0.7409	0.8698	0.6781	0.7413	0.3766	0.7808	0.6734	0.7026
0.1925	27.51	10180	0.5290	0.6971	0.8094	0.8775	0.9312	0.8126	0.8643	0.4669	0.8834	0.8820	0.8253	0.8688	0.6679	0.7391	0.3718	0.7955	0.6638	0.7726
0.2092	27.57	10200	0.5235	0.6899	0.7992	0.8743	0.9368	0.8169	0.8616	0.4508	0.8914	0.8400	0.7967	0.8674	0.6691	0.7364	0.3548	0.7895	0.6677	0.7446
0.1342	27.62	10220	0.5449	0.6871	0.7969	0.8709	0.9362	0.8072	0.8619	0.4596	0.8907	0.8692	0.7537	0.8680	0.6829	0.7420	0.3525	0.7800	0.6626	0.7218
0.2301	27.68	10240	0.5375	0.6890	0.8043	0.8713	0.9345	0.8359	0.8612	0.4908	0.8915	0.8715	0.7447	0.8686	0.6741	0.7481	0.3662	0.7806	0.6661	0.7193
0.1528	27.73	10260	0.5133	0.6878	0.7960	0.8723	0.9392	0.8050	0.8680	0.4585	0.8929	0.8435	0.7649	0.8703	0.6833	0.7429	0.3345	0.7807	0.6716	0.7310
0.1313	27.78	10280	0.5783	0.6771	0.7860	0.8671	0.9423	0.8021	0.8589	0.4187	0.8882	0.8644	0.7276	0.8679	0.6851	0.7331	0.3114	0.7731	0.6649	0.7039
0.0945	27.84	10300	0.5292	0.6898	0.7973	0.8734	0.9356	0.8261	0.8556	0.4516	0.9036	0.8470	0.7613	0.8689	0.6769	0.7382	0.3610	0.7861	0.6681	0.7293
0.1894	27.89	10320	0.5126	0.6927	0.8039	0.8739	0.9350	0.8048	0.8570	0.4898	0.8885	0.8658	0.7861	0.8686	0.6668	0.7428	0.3762	0.7854	0.6741	0.7351
0.494	27.95	10340	0.5499	0.6927	0.8089	0.8733	0.9358	0.7857	0.8717	0.5165	0.8665	0.8672	0.8185	0.8648	0.6660	0.7457	0.3595	0.7839	0.6729	0.7561
0.1046	28.0	10360	0.5496	0.6962	0.8084	0.8731	0.9251	0.7879	0.8410	0.5496	0.8945	0.8596	0.8012	0.8606	0.6626	0.7457	0.4125	0.7902	0.6745	0.7276
0.196	28.05	10380	0.6126	0.6778	0.7928	0.8640	0.9287	0.8225	0.8503	0.5001	0.9049	0.8465	0.6965	0.8619	0.6751	0.7386	0.3830	0.7784	0.6479	0.6597
0.5045	28.11	10400	0.5943	0.6726	0.7889	0.8614	0.9384	0.8178	0.8455	0.5025	0.8972	0.8583	0.6626	0.8610	0.6741	0.7375	0.3788	0.7771	0.6459	0.6336
0.1568	28.16	10420	0.5737	0.6751	0.7883	0.8654	0.9394	0.8093	0.8596	0.4498	0.8935	0.8680	0.6983	0.8628	0.6736	0.7297	0.3467	0.7823	0.6611	0.6698
0.2164	28.22	10440	0.5116	0.6823	0.7975	0.8708	0.9333	0.8081	0.8632	0.4418	0.8809	0.8672	0.7880	0.8710	0.6666	0.7358	0.3057	0.7778	0.6720	0.7472
0.2651	28.27	10460	0.5385	0.6866	0.7999	0.8708	0.9318	0.8073	0.8674	0.4666	0.8846	0.8628	0.7789	0.8699	0.6695	0.7466	0.3412	0.7748	0.6752	0.7286
0.1581	28.32	10480	0.5258	0.7004	0.8087	0.8776	0.9289	0.7974	0.8575	0.4937	0.8935	0.8703	0.8197	0.8649	0.6687	0.7515	0.3923	0.7967	0.6763	0.7522
0.161	28.38	10500	0.5039	0.6967	0.8080	0.8749	0.9339	0.7980	0.8717	0.5228	0.8884	0.8471	0.7941	0.8685	0.6661	0.7482	0.3973	0.7868	0.6734	0.7366
0.2177	28.43	10520	0.5610	0.6881	0.8035	0.8698	0.9305	0.8322	0.8692	0.5056	0.8966	0.8588	0.7318	0.8702	0.6773	0.7482	0.3806	0.7772	0.6648	0.6985
0.1825	28.49	10540	0.5600	0.6819	0.7925	0.8669	0.9374	0.8129	0.8308	0.4943	0.8953	0.8302	0.7467	0.8687	0.6701	0.7466	0.3572	0.7675	0.6661	0.6971
0.3412	28.54	10560	0.5749	0.6811	0.7952	0.8669	0.9277	0.8007	0.8613	0.4673	0.8851	0.8556	0.7684	0.8639	0.6714	0.7460	0.3381	0.7720	0.6707	0.7060
0.1687	28.59	10580	0.5676	0.6847	0.8014	0.8683	0.9322	0.7985	0.8455	0.5046	0.8758	0.8706	0.7828	0.8638	0.6689	0.7457	0.3469	0.7749	0.6728	0.7199
0.2223	28.65	10600	0.5701	0.6774	0.7878	0.8648	0.9342	0.8000	0.8401	0.4748	0.8960	0.8328	0.7369	0.8625	0.6639	0.7426	0.3513	0.7699	0.6685	0.6830
0.1686	28.7	10620	0.5562	0.6936	0.8015	0.8732	0.9310	0.7666	0.8577	0.5019	0.8869	0.8590	0.8072	0.8607	0.6638	0.7470	0.3897	0.7890	0.6721	0.7326
0.1468	28.76	10640	0.5762	0.6844	0.7940	0.8680	0.9349	0.7952	0.8749	0.4870	0.8933	0.8312	0.7411	0.8633	0.6666	0.7430	0.3805	0.7766	0.6717	0.6888
0.2564	28.81	10660	0.5444	0.7031	0.8104	0.8793	0.9220	0.7982	0.8617	0.4997	0.9015	0.8416	0.8484	0.8618	0.6682	0.7459	0.3963	0.8024	0.6746	0.7727
0.1094	28.86	10680	0.5362	0.6983	0.8109	0.8771	0.9224	0.7900	0.8721	0.5041	0.8903	0.8609	0.8362	0.8627	0.6654	0.7475	0.3752	0.7983	0.6734	0.7654
0.2855	28.92	10700	0.5108	0.6925	0.8033	0.8755	0.9335	0.7491	0.8749	0.4847	0.8740	0.8681	0.8390	0.8638	0.6534	0.7505	0.3432	0.7913	0.6772	0.7683
0.121	28.97	10720	0.5407	0.6888	0.8004	0.8717	0.9329	0.8138	0.8687	0.4840	0.8944	0.8419	0.7670	0.8660	0.6689	0.7485	0.3754	0.7861	0.6645	0.7124
0.5389	29.03	10740	0.5872	0.6803	0.7784	0.8701	0.9412	0.7895	0.8622	0.3998	0.9191	0.8209	0.7163	0.8677	0.6793	0.7382	0.3383	0.7835	0.6663	0.6887
0.2407	29.08	10760	0.5927	0.6761	0.7843	0.8656	0.9352	0.8173	0.8767	0.4338	0.9091	0.8260	0.6917	0.8661	0.6843	0.7311	0.3475	0.7762	0.6627	0.6652
0.0844	29.14	10780	0.5656	0.6827	0.7954	0.8672	0.9407	0.8211	0.8714	0.4765	0.8884	0.8615	0.7078	0.8616	0.6856	0.7376	0.3630	0.7793	0.6693	0.6826
0.3771	29.19	10800	0.5372	0.6878	0.7945	0.8720	0.9441	0.8078	0.8704	0.4439	0.8889	0.8554	0.7510	0.8645	0.6810	0.7412	0.3544	0.7860	0.6720	0.7154
1.0276	29.24	10820	0.5559	0.6891	0.8020	0.8731	0.9295	0.7942	0.8719	0.4453	0.8755	0.8764	0.8212	0.8604	0.6669	0.7405	0.3507	0.7921	0.6630	0.7501
0.2003	29.3	10840	0.6174	0.6756	0.7818	0.8656	0.9368	0.8194	0.8466	0.4171	0.9106	0.8493	0.6932	0.8639	0.6785	0.7393	0.3413	0.7760	0.6667	0.6636
0.0898	29.35	10860	0.6115	0.6727	0.7790	0.8647	0.9395	0.7981	0.8618	0.4070	0.9027	0.8527	0.6911	0.8636	0.6768	0.7372	0.3321	0.7756	0.6629	0.6608
0.2334	29.41	10880	0.6047	0.6724	0.7800	0.8653	0.9387	0.8099	0.8712	0.3895	0.9004	0.8511	0.6989	0.8659	0.6842	0.7330	0.3197	0.7772	0.6620	0.6649
0.0804	29.46	10900	0.5706	0.6802	0.7888	0.8679	0.9416	0.7941	0.8703	0.4362	0.8853	0.8550	0.7389	0.8680	0.6767	0.7409	0.3356	0.7729	0.6741	0.6933
0.1789	29.51	10920	0.5623	0.6849	0.7960	0.8688	0.9329	0.8047	0.8644	0.4843	0.8936	0.8412	0.7512	0.8691	0.6729	0.7498	0.3684	0.7749	0.6640	0.6956
0.1435	29.57	10940	0.5850	0.6812	0.7944	0.8671	0.9321	0.8034	0.8794	0.4527	0.8837	0.8672	0.7426	0.8679	0.6755	0.7446	0.3683	0.7766	0.6464	0.6892
0.2155	29.62	10960	0.6244	0.6839	0.7895	0.8685	0.9388	0.7877	0.8621	0.4645	0.9001	0.8552	0.7180	0.8682	0.6809	0.7439	0.3787	0.7786	0.6521	0.6850
0.2224	29.68	10980	0.6111	0.6886	0.7970	0.8692	0.9322	0.7919	0.8653	0.5128	0.9025	0.8449	0.7296	0.8696	0.6832	0.7454	0.3983	0.7768	0.6573	0.6897
0.1149	29.73	11000	0.5952	0.6806	0.7983	0.8665	0.9384	0.8183	0.8729	0.4753	0.8747	0.8806	0.7282	0.8712	0.6840	0.7324	0.3515	0.7705	0.6608	0.6935
0.1818	29.78	11020	0.5987	0.6814	0.7965	0.8671	0.9375	0.8148	0.8667	0.4696	0.8807	0.8742	0.7321	0.8725	0.6840	0.7402	0.3450	0.7688	0.6630	0.6959
0.1756	29.84	11040	0.5670	0.6774	0.7905	0.8668	0.9377	0.7966	0.8599	0.4413	0.8791	0.8631	0.7559	0.8693	0.6710	0.7368	0.3171	0.7699	0.6703	0.7072
0.1492	29.89	11060	0.5367	0.6823	0.7962	0.8708	0.9361	0.8053	0.8733	0.4252	0.8708	0.8506	0.8121	0.8690	0.6733	0.7339	0.2975	0.7764	0.6697	0.7562
0.1751	29.95	11080	0.5206	0.6859	0.7955	0.8723	0.9391	0.8241	0.8631	0.4284	0.8892	0.8497	0.7746	0.8672	0.6816	0.7384	0.3159	0.7823	0.6747	0.7412
1.3064	30.0	11100	0.5996	0.6743	0.7801	0.8670	0.9437	0.8023	0.8694	0.4123	0.9054	0.8260	0.7016	0.8651	0.6754	0.7186	0.3279	0.7822	0.6724	0.6786
0.3603	30.05	11120	0.6017	0.6762	0.7899	0.8670	0.9342	0.8223	0.8725	0.4273	0.8954	0.8571	0.7206	0.8687	0.6756	0.7215	0.3337	0.7795	0.6623	0.6918
0.2207	30.11	11140	0.5756	0.6827	0.7851	0.8719	0.9386	0.8051	0.8549	0.4086	0.9150	0.8366	0.7368	0.8692	0.6788	0.7276	0.3323	0.7877	0.6754	0.7082
0.3663	30.16	11160	0.5422	0.6897	0.7993	0.8723	0.9384	0.8169	0.8639	0.4655	0.8914	0.8623	0.7569	0.8694	0.6825	0.7404	0.3611	0.7819	0.6684	0.7244
0.1134	30.22	11180	0.5514	0.6917	0.8059	0.8723	0.9295	0.8160	0.8783	0.5033	0.8933	0.8629	0.7581	0.8684	0.6767	0.7455	0.3758	0.7831	0.6704	0.7219
0.1779	30.27	11200	0.6142	0.6754	0.7894	0.8651	0.9376	0.8027	0.8878	0.4476	0.8880	0.8635	0.6985	0.8634	0.6782	0.7282	0.3454	0.7792	0.6618	0.6716
0.1774	30.32	11220	0.6221	0.6834	0.7954	0.8677	0.9317	0.8304	0.8640	0.4816	0.9048	0.8428	0.7128	0.8604	0.6786	0.7377	0.3705	0.7826	0.6754	0.6785
0.0996	30.38	11240	0.5661	0.6912	0.7990	0.8715	0.9347	0.8160	0.8392	0.4970	0.9044	0.8581	0.7438	0.8625	0.6807	0.7443	0.3849	0.7860	0.6744	0.7056
0.1338	30.43	11260	0.5457	0.6903	0.7959	0.8731	0.9344	0.8023	0.8667	0.4449	0.8995	0.8613	0.7622	0.8651	0.6802	0.7445	0.3611	0.7879	0.6738	0.7193
0.1228	30.49	11280	0.5527	0.6908	0.7976	0.8727	0.9291	0.7971	0.8688	0.4670	0.9044	0.8569	0.7600	0.8664	0.6797	0.7432	0.3680	0.7855	0.6748	0.7183
0.1422	30.54	11300	0.5595	0.6907	0.8010	0.8712	0.9351	0.8085	0.8636	0.4905	0.8920	0.8701	0.7472	0.8652	0.6841	0.7470	0.3814	0.7839	0.6653	0.7078
0.1277	30.59	11320	0.5841	0.6835	0.7978	0.8687	0.9369	0.7791	0.8686	0.5062	0.8874	0.8764	0.7298	0.8653	0.6621	0.7434	0.3664	0.7820	0.6648	0.7002
0.3679	30.65	11340	0.5968	0.6760	0.7887	0.8655	0.9362	0.8030	0.8731	0.4540	0.8889	0.8327	0.7330	0.8673	0.6802	0.7292	0.3118	0.7687	0.6675	0.7075
0.1493	30.7	11360	0.5796	0.6791	0.7888	0.8671	0.9404	0.8160	0.8517	0.4411	0.8890	0.8368	0.7467	0.8671	0.6856	0.7335	0.3129	0.7696	0.6674	0.7174
0.1479	30.76	11380	0.5848	0.6839	0.7953	0.8691	0.9403	0.8206	0.8591	0.4617	0.8880	0.8564	0.7407	0.8673	0.6859	0.7356	0.3426	0.7764	0.6680	0.7117
0.1328	30.81	11400	0.5847	0.6846	0.7904	0.8705	0.9383	0.8054	0.8517	0.4391	0.9000	0.8512	0.7471	0.8684	0.6805	0.7387	0.3422	0.7781	0.6691	0.7154
0.2385	30.86	11420	0.5694	0.6856	0.7946	0.8709	0.9389	0.8115	0.8643	0.4473	0.8931	0.8599	0.7470	0.8689	0.6834	0.7410	0.3447	0.7813	0.6652	0.7147
0.3155	30.92	11440	0.5510	0.6868	0.7946	0.8707	0.9316	0.7732	0.8801	0.4731	0.8983	0.8581	0.7477	0.8668	0.6722	0.7457	0.3686	0.7833	0.6634	0.7075
0.1535	30.97	11460	0.5864	0.6868	0.7928	0.8701	0.9311	0.7825	0.8671	0.4806	0.9058	0.8358	0.7467	0.8659	0.6644	0.7488	0.3787	0.7789	0.6664	0.7042
0.097	31.03	11480	0.5224	0.6941	0.7999	0.8750	0.9330	0.7874	0.8563	0.4869	0.8984	0.8317	0.8057	0.8648	0.6619	0.7487	0.3868	0.7914	0.6641	0.7413
0.3133	31.08	11500	0.5746	0.6834	0.7888	0.8705	0.9364	0.8264	0.8609	0.3981	0.9002	0.8511	0.7486	0.8646	0.6800	0.7402	0.3364	0.7805	0.6718	0.7100
0.0855	31.14	11520	0.5645	0.6903	0.7952	0.8723	0.9404	0.8164	0.8666	0.4516	0.8986	0.8471	0.7453	0.8673	0.6853	0.7445	0.3686	0.7816	0.6715	0.7131
0.0744	31.19	11540	0.5626	0.6893	0.7952	0.8718	0.9387	0.8155	0.8578	0.4492	0.8961	0.8562	0.7528	0.8696	0.6861	0.7414	0.3639	0.7785	0.6722	0.7132
0.2231	31.24	11560	0.5724	0.6874	0.7940	0.8699	0.9358	0.8015	0.8501	0.4769	0.8988	0.8444	0.7507	0.8685	0.6683	0.7460	0.3839	0.7751	0.6713	0.6982
0.1109	31.3	11580	0.6260	0.6867	0.7934	0.8701	0.9380	0.7974	0.8640	0.4617	0.8965	0.8635	0.7329	0.8675	0.6758	0.7450	0.3734	0.7776	0.6658	0.7019
1.0078	31.35	11600	0.6212	0.6856	0.7888	0.8703	0.9424	0.7945	0.8673	0.4464	0.8997	0.8385	0.7329	0.8675	0.6846	0.7420	0.3578	0.7787	0.6654	0.7027
0.1772	31.41	11620	0.6059	0.6872	0.7913	0.8718	0.9407	0.8118	0.8641	0.4315	0.9000	0.8440	0.7466	0.8688	0.6868	0.7420	0.3489	0.7805	0.6684	0.7152
0.1711	31.46	11640	0.6070	0.6863	0.7947	0.8700	0.9350	0.8271	0.8735	0.4440	0.8963	0.8411	0.7457	0.8645	0.6850	0.7380	0.3600	0.7794	0.6686	0.7084
0.1414	31.51	11660	0.5673	0.6927	0.7979	0.8724	0.9349	0.8041	0.8693	0.4685	0.8992	0.8598	0.7493	0.8678	0.6843	0.7474	0.3852	0.7800	0.6699	0.7143
0.2769	31.57	11680	0.5566	0.6923	0.7990	0.8727	0.9313	0.8129	0.8601	0.4634	0.9009	0.8642	0.7603	0.8669	0.6812	0.7465	0.3811	0.7832	0.6681	0.7188
0.1607	31.62	11700	0.5462	0.6854	0.7928	0.8716	0.9336	0.8169	0.8736	0.4127	0.8973	0.8578	0.7578	0.8671	0.6828	0.7397	0.3381	0.7831	0.6684	0.7189
0.4752	31.68	11720	0.5840	0.6771	0.7857	0.8678	0.9354	0.8028	0.8720	0.4040	0.8940	0.8490	0.7424	0.8708	0.6820	0.7388	0.2953	0.7704	0.6695	0.7128
0.2187	31.73	11740	0.5990	0.6799	0.7890	0.8683	0.9355	0.8061	0.8600	0.4239	0.8928	0.8570	0.7475	0.8693	0.6805	0.7430	0.3093	0.7710	0.6734	0.7130
0.2686	31.78	11760	0.6126	0.6797	0.7898	0.8681	0.9337	0.8209	0.8567	0.4304	0.8976	0.8441	0.7454	0.8700	0.6787	0.7415	0.3112	0.7701	0.6702	0.7161
0.1204	31.84	11780	0.6013	0.6757	0.7905	0.8657	0.9353	0.8212	0.8707	0.4238	0.8796	0.8572	0.7459	0.8702	0.6781	0.7393	0.2985	0.7638	0.6724	0.7075
0.1468	31.89	11800	0.6401	0.6777	0.7915	0.8665	0.9385	0.8270	0.8623	0.4304	0.8835	0.8695	0.7291	0.8679	0.6817	0.7453	0.3132	0.7690	0.6639	0.7032
0.232	31.95	11820	0.6002	0.6923	0.8004	0.8712	0.9326	0.8146	0.8547	0.5084	0.9039	0.8416	0.7468	0.8673	0.6807	0.7504	0.3936	0.7786	0.6689	0.7065
0.1691	32.0	11840	0.5936	0.6901	0.8007	0.8695	0.9308	0.8029	0.8417	0.5180	0.8970	0.8671	0.7476	0.8663	0.6722	0.7471	0.4006	0.7754	0.6637	0.7055
0.2323	32.05	11860	0.6082	0.6801	0.7981	0.8658	0.9372	0.8277	0.8615	0.4913	0.8800	0.8580	0.7308	0.8672	0.6782	0.7418	0.3405	0.7674	0.6603	0.7052
2.4548	32.11	11880	0.6021	0.6788	0.7962	0.8651	0.9351	0.8213	0.8721	0.4859	0.8830	0.8548	0.7208	0.8633	0.6791	0.7419	0.3397	0.7707	0.6677	0.6894
0.2158	32.16	11900	0.5693	0.6823	0.7965	0.8679	0.9374	0.8008	0.8740	0.4830	0.8836	0.8587	0.7379	0.8674	0.6773	0.7381	0.3467	0.7750	0.6658	0.7058
0.1927	32.22	11920	0.5284	0.6910	0.8004	0.8726	0.9366	0.8123	0.8556	0.4924	0.8981	0.8492	0.7589	0.8697	0.6735	0.7471	0.3741	0.7822	0.6657	0.7245
0.2838	32.27	11940	0.5619	0.6909	0.8074	0.8702	0.9284	0.8075	0.8623	0.5499	0.8952	0.8694	0.7393	0.8664	0.6686	0.7547	0.4031	0.7818	0.6570	0.7049
0.2922	32.32	11960	0.5656	0.6856	0.8001	0.8685	0.9310	0.8307	0.8601	0.4979	0.9003	0.8625	0.7179	0.8621	0.6717	0.7440	0.3858	0.7831	0.6659	0.6866
0.1937	32.38	11980	0.5836	0.6818	0.7950	0.8690	0.9286	0.8243	0.8696	0.4326	0.8948	0.8685	0.7468	0.8660	0.6764	0.7286	0.3389	0.7805	0.6751	0.7068
0.7299	32.43	12000	0.5913	0.6810	0.7865	0.8692	0.9312	0.8205	0.8379	0.4219	0.9128	0.8312	0.7500	0.8647	0.6747	0.7242	0.3392	0.7809	0.6781	0.7049
0.1485	32.49	12020	0.5512	0.6889	0.7972	0.8717	0.9347	0.8325	0.8413	0.4624	0.9041	0.8560	0.7495	0.8646	0.6797	0.7385	0.3651	0.7850	0.6777	0.7117
0.2181	32.54	12040	0.5926	0.6830	0.7958	0.8697	0.9364	0.8359	0.8676	0.4369	0.8932	0.8717	0.7292	0.8626	0.6799	0.7326	0.3465	0.7872	0.6722	0.6997
0.1291	32.59	12060	0.5869	0.6820	0.7940	0.8692	0.9371	0.8218	0.8700	0.4356	0.8916	0.8759	0.7264	0.8644	0.6830	0.7377	0.3383	0.7844	0.6696	0.6964
0.1469	32.65	12080	0.5852	0.6802	0.7831	0.8701	0.9389	0.7942	0.8545	0.3930	0.9051	0.8628	0.7331	0.8666	0.6800	0.7414	0.3209	0.7831	0.6715	0.6982
0.263	32.7	12100	0.5941	0.6803	0.7892	0.8696	0.9372	0.8100	0.8631	0.4090	0.8958	0.8766	0.7331	0.8664	0.6774	0.7397	0.3267	0.7838	0.6699	0.6981
1.5095	32.76	12120	0.5723	0.6848	0.7946	0.8715	0.9285	0.8299	0.8757	0.4208	0.9067	0.8592	0.7414	0.8675	0.6780	0.7456	0.3376	0.7858	0.6736	0.7052
0.1808	32.81	12140	0.5699	0.6850	0.7913	0.8717	0.9332	0.8255	0.8600	0.4157	0.9094	0.8537	0.7413	0.8668	0.6807	0.7435	0.3382	0.7862	0.6737	0.7063
0.235	32.86	12160	0.5363	0.6912	0.7951	0.8751	0.9378	0.7900	0.8752	0.4286	0.8944	0.8517	0.7878	0.8678	0.6817	0.7446	0.3422	0.7900	0.6728	0.7392
1.1158	32.92	12180	0.5303	0.6872	0.8004	0.8718	0.9367	0.8376	0.8672	0.4419	0.8821	0.8578	0.7795	0.8657	0.6833	0.7439	0.3319	0.7831	0.6705	0.7317
0.1304	32.97	12200	0.5607	0.6809	0.7900	0.8689	0.9395	0.8156	0.8663	0.4354	0.8962	0.8458	0.7310	0.8681	0.6881	0.7349	0.3345	0.7811	0.6597	0.7001
0.2281	33.03	12220	0.5931	0.6836	0.7949	0.8671	0.9305	0.8126	0.8581	0.4859	0.8990	0.8518	0.7267	0.8656	0.6799	0.7423	0.3775	0.7750	0.6616	0.6833
0.1557	33.08	12240	0.5808	0.6903	0.7965	0.8705	0.9294	0.8090	0.8536	0.4897	0.9086	0.8380	0.7475	0.8660	0.6826	0.7468	0.3837	0.7779	0.6734	0.7018
0.6017	33.14	12260	0.5959	0.6844	0.7954	0.8695	0.9363	0.8391	0.8658	0.4471	0.8974	0.8538	0.7281	0.8639	0.6804	0.7448	0.3591	0.7825	0.6646	0.6957
0.2142	33.19	12280	0.6027	0.6835	0.7967	0.8679	0.9284	0.8333	0.8645	0.4702	0.9038	0.8604	0.7161	0.8653	0.6795	0.7515	0.3699	0.7802	0.6537	0.6843
0.1474	33.24	12300	0.5862	0.6777	0.7958	0.8650	0.9330	0.8353	0.8693	0.4818	0.8901	0.8462	0.7150	0.8669	0.6789	0.7468	0.3554	0.7752	0.6441	0.6768
0.1682	33.3	12320	0.5766	0.6800	0.7929	0.8660	0.9408	0.7946	0.8645	0.4906	0.8837	0.8518	0.7241	0.8663	0.6744	0.7485	0.3706	0.7762	0.6440	0.6800
0.1448	33.35	12340	0.5752	0.6824	0.7950	0.8667	0.9330	0.8126	0.8599	0.4810	0.8927	0.8587	0.7270	0.8643	0.6770	0.7509	0.3804	0.7793	0.6449	0.6800
0.1857	33.41	12360	0.6157	0.6804	0.7852	0.8665	0.9366	0.7806	0.8492	0.4680	0.9048	0.8367	0.7202	0.8631	0.6720	0.7459	0.3743	0.7777	0.6549	0.6750
0.1125	33.46	12380	0.5973	0.6810	0.7933	0.8663	0.9359	0.8104	0.8734	0.4840	0.8948	0.8440	0.7105	0.8599	0.6790	0.7413	0.3753	0.7828	0.6546	0.6740
0.2302	33.51	12400	0.5912	0.6799	0.7960	0.8649	0.9247	0.8093	0.8589	0.5027	0.8975	0.8561	0.7231	0.8639	0.6605	0.7535	0.3885	0.7751	0.6447	0.6734
0.2708	33.57	12420	0.5855	0.6800	0.7918	0.8669	0.9294	0.7983	0.8735	0.4647	0.8996	0.8533	0.7234	0.8654	0.6682	0.7515	0.3720	0.7817	0.6398	0.6815
0.2264	33.62	12440	0.5963	0.6825	0.7979	0.8658	0.9302	0.8181	0.8566	0.5026	0.8944	0.8739	0.7095	0.8654	0.6781	0.7531	0.3897	0.7770	0.6388	0.6756
0.206	33.68	12460	0.5587	0.6852	0.7922	0.8695	0.9287	0.7938	0.8625	0.4779	0.9121	0.8362	0.7343	0.8677	0.6742	0.7522	0.3769	0.7820	0.6499	0.6936
0.1734	33.73	12480	0.5269	0.6910	0.7995	0.8734	0.9357	0.8040	0.8626	0.4864	0.9002	0.8428	0.7648	0.8704	0.6659	0.7543	0.3811	0.7869	0.6629	0.7156
0.1171	33.78	12500	0.5463	0.6876	0.7964	0.8715	0.9350	0.7956	0.8662	0.4893	0.9022	0.8371	0.7495	0.8707	0.6670	0.7534	0.3737	0.7832	0.6624	0.7030
0.2482	33.84	12520	0.5667	0.6851	0.7959	0.8694	0.9250	0.8061	0.8682	0.4704	0.9049	0.8508	0.7461	0.8671	0.6662	0.7539	0.3678	0.7798	0.6688	0.6923
0.162	33.89	12540	0.5679	0.6802	0.7933	0.8679	0.9215	0.8198	0.8724	0.4372	0.9024	0.8493	0.7507	0.8641	0.6646	0.7526	0.3456	0.7807	0.6640	0.6899
0.3138	33.95	12560	0.5669	0.6866	0.7918	0.8715	0.9281	0.7997	0.8617	0.4423	0.9106	0.8405	0.7597	0.8649	0.6689	0.7510	0.3551	0.7857	0.6824	0.6984
0.1161	34.0	12580	0.5417	0.6924	0.7947	0.8745	0.9312	0.7930	0.8545	0.4611	0.9144	0.8362	0.7722	0.8672	0.6676	0.7518	0.3713	0.7895	0.6849	0.7144
0.2788	34.05	12600	0.5523	0.6907	0.7943	0.8741	0.9342	0.8215	0.8531	0.4377	0.9138	0.8457	0.7540	0.8668	0.6792	0.7494	0.3577	0.7906	0.6810	0.7101
0.3315	34.11	12620	0.5840	0.6890	0.7910	0.8734	0.9300	0.8029	0.8621	0.4280	0.9186	0.8452	0.7498	0.8672	0.6793	0.7465	0.3509	0.7883	0.6815	0.7095
0.2396	34.16	12640	0.5434	0.6875	0.8004	0.8720	0.9292	0.8108	0.8679	0.4665	0.8898	0.8431	0.7956	0.8667	0.6651	0.7541	0.3331	0.7814	0.6751	0.7367
0.1696	34.22	12660	0.5481	0.6887	0.8029	0.8734	0.9292	0.7997	0.8789	0.4458	0.8764	0.8718	0.8184	0.8659	0.6684	0.7514	0.3227	0.7849	0.6672	0.7601
0.1219	34.27	12680	0.5375	0.6820	0.7902	0.8727	0.9330	0.7890	0.8734	0.3810	0.8846	0.8562	0.8140	0.8677	0.6714	0.7417	0.2785	0.7840	0.6740	0.7569
0.1933	34.32	12700	0.5553	0.6836	0.7926	0.8707	0.9335	0.8171	0.8641	0.4131	0.8941	0.8681	0.7581	0.8672	0.6821	0.7432	0.3223	0.7801	0.6697	0.7203
0.1571	34.38	12720	0.5774	0.6904	0.7963	0.8726	0.9342	0.8166	0.8529	0.4615	0.9076	0.8535	0.7476	0.8703	0.6839	0.7477	0.3588	0.7805	0.6729	0.7185
0.0608	34.43	12740	0.5362	0.6865	0.8022	0.8711	0.9334	0.8206	0.8708	0.4746	0.8821	0.8506	0.7833	0.8711	0.6691	0.7450	0.3349	0.7752	0.6730	0.7373
0.2141	34.49	12760	0.5540	0.6939	0.8000	0.8760	0.9406	0.7782	0.8619	0.4693	0.8877	0.8645	0.7978	0.8699	0.6696	0.7435	0.3612	0.7894	0.6749	0.7489
0.1735	34.54	12780	0.5424	0.6879	0.7928	0.8738	0.9372	0.7928	0.8580	0.4286	0.8995	0.8605	0.7729	0.8702	0.6691	0.7420	0.3386	0.7852	0.6812	0.7288
0.1217	34.59	12800	0.5753	0.6933	0.7980	0.8744	0.9404	0.8221	0.8491	0.4777	0.9107	0.8456	0.7403	0.8691	0.6794	0.7448	0.3714	0.7865	0.6836	0.7180
0.1423	34.65	12820	0.5989	0.6918	0.7979	0.8728	0.9357	0.8113	0.8612	0.4718	0.9046	0.8596	0.7411	0.8699	0.6801	0.7434	0.3774	0.7808	0.6737	0.7173
0.1074	34.7	12840	0.5823	0.6906	0.7938	0.8728	0.9386	0.8146	0.8467	0.4384	0.9038	0.8714	0.7433	0.8685	0.6807	0.7451	0.3731	0.7820	0.6715	0.7132
0.1764	34.76	12860	0.6007	0.6936	0.7986	0.8733	0.9357	0.8238	0.8581	0.4647	0.9060	0.8608	0.7413	0.8687	0.6820	0.7520	0.3894	0.7832	0.6704	0.7095
0.1833	34.81	12880	0.5795	0.6925	0.7981	0.8732	0.9340	0.8254	0.8625	0.4631	0.9084	0.8488	0.7446	0.8684	0.6820	0.7482	0.3796	0.7840	0.6739	0.7114
0.1584	34.86	12900	0.6025	0.6867	0.7946	0.8703	0.9357	0.8123	0.8721	0.4592	0.8965	0.8376	0.7491	0.8684	0.6769	0.7440	0.3667	0.7765	0.6677	0.7068
0.129	34.92	12920	0.5499	0.6906	0.7959	0.8721	0.9341	0.7971	0.8729	0.4661	0.9007	0.8455	0.7552	0.8663	0.6828	0.7443	0.3728	0.7828	0.6686	0.7164
0.1255	34.97	12940	0.5757	0.6861	0.7956	0.8704	0.9365	0.8204	0.8667	0.4516	0.8970	0.8656	0.7316	0.8661	0.6835	0.7382	0.3643	0.7840	0.6617	0.7050
0.2092	35.03	12960	0.5626	0.6938	0.8046	0.8723	0.9337	0.8250	0.8536	0.5120	0.8993	0.8605	0.7481	0.8663	0.6784	0.7466	0.4004	0.7841	0.6658	0.7152
0.1811	35.08	12980	0.5657	0.6919	0.7958	0.8721	0.9384	0.7799	0.8454	0.4902	0.9006	0.8713	0.7447	0.8670	0.6760	0.7436	0.3916	0.7810	0.6680	0.7164
0.2131	35.14	13000	0.5284	0.6957	0.8061	0.8744	0.9357	0.8163	0.8580	0.5018	0.8940	0.8721	0.7649	0.8698	0.6769	0.7495	0.3824	0.7836	0.6734	0.7345
0.1875	35.19	13020	0.5665	0.6945	0.8023	0.8731	0.9382	0.8077	0.8550	0.5006	0.8965	0.8716	0.7464	0.8685	0.6763	0.7515	0.3943	0.7814	0.6722	0.7171
0.1252	35.24	13040	0.5460	0.6942	0.8021	0.8724	0.9346	0.8044	0.8655	0.5060	0.8979	0.8550	0.7510	0.8685	0.6785	0.7549	0.3956	0.7792	0.6715	0.7116
0.9007	35.3	13060	0.5500	0.6894	0.7948	0.8715	0.9381	0.7895	0.8665	0.4685	0.8925	0.8409	0.7677	0.8652	0.6714	0.7466	0.3765	0.7801	0.6676	0.7184
0.4496	35.35	13080	0.5447	0.6946	0.8039	0.8742	0.9275	0.8035	0.8622	0.4909	0.8957	0.8432	0.8040	0.8646	0.6690	0.7453	0.3884	0.7882	0.6636	0.7428
0.2982	35.41	13100	0.5485	0.6925	0.7993	0.8724	0.9335	0.7963	0.8511	0.4910	0.8967	0.8507	0.7760	0.8675	0.6710	0.7460	0.3931	0.7811	0.6651	0.7237
0.0562	35.46	13120	0.5580	0.6918	0.8072	0.8716	0.9344	0.8218	0.8702	0.5000	0.8812	0.8844	0.7582	0.8686	0.6842	0.7443	0.3822	0.7813	0.6536	0.7282
0.4671	35.51	13140	0.5683	0.6872	0.8005	0.8702	0.9335	0.8228	0.8739	0.4743	0.8906	0.8659	0.7425	0.8683	0.6857	0.7382	0.3660	0.7808	0.6611	0.7104
0.1878	35.57	13160	0.6551	0.6788	0.7907	0.8655	0.9340	0.8225	0.8581	0.4803	0.9071	0.8440	0.6887	0.8648	0.6817	0.7419	0.3751	0.7795	0.6427	0.6659
0.0784	35.62	13180	0.5837	0.6837	0.7996	0.8671	0.9367	0.8309	0.8542	0.5127	0.8948	0.8661	0.7021	0.8665	0.6833	0.7454	0.3876	0.7812	0.6468	0.6753
0.15	35.68	13200	0.5714	0.6864	0.7937	0.8705	0.9408	0.8253	0.8461	0.4674	0.9046	0.8472	0.7247	0.8672	0.6855	0.7445	0.3744	0.7863	0.6517	0.6954
0.113	35.73	13220	0.5633	0.6879	0.7957	0.8714	0.9385	0.8247	0.8559	0.4693	0.9055	0.8475	0.7285	0.8687	0.6867	0.7479	0.3715	0.7866	0.6522	0.7017
0.2453	35.78	13240	0.5593	0.6869	0.8005	0.8715	0.9345	0.8308	0.8694	0.4542	0.8902	0.8711	0.7532	0.8706	0.6846	0.7427	0.3448	0.7827	0.6578	0.7253
0.1704	35.84	13260	0.5220	0.6978	0.8067	0.8764	0.9364	0.8005	0.8554	0.5021	0.8921	0.8680	0.7924	0.8708	0.6704	0.7485	0.3915	0.7905	0.6676	0.7454
0.3966	35.89	13280	0.5495	0.6943	0.7998	0.8733	0.9351	0.7967	0.8509	0.5202	0.9086	0.8287	0.7588	0.8712	0.6678	0.7512	0.4067	0.7818	0.6676	0.7140
0.2348	35.95	13300	0.5630	0.6864	0.7984	0.8706	0.9355	0.8080	0.8558	0.4874	0.8900	0.8395	0.7726	0.8714	0.6699	0.7451	0.3509	0.7740	0.6662	0.7275
0.1803	36.0	13320	0.5926	0.6799	0.7877	0.8672	0.9423	0.7878	0.8591	0.4682	0.8944	0.8373	0.7245	0.8678	0.6819	0.7356	0.3364	0.7728	0.6653	0.6993
0.1647	36.05	13340	0.5567	0.6929	0.8017	0.8723	0.9345	0.8153	0.8514	0.5048	0.9030	0.8593	0.7435	0.8706	0.6842	0.7461	0.3918	0.7819	0.6626	0.7130
0.1053	36.11	13360	0.5655	0.6904	0.7969	0.8721	0.9346	0.8230	0.8569	0.4639	0.9070	0.8573	0.7358	0.8699	0.6844	0.7485	0.3822	0.7836	0.6575	0.7065
0.1856	36.16	13380	0.5469	0.6876	0.7972	0.8718	0.9382	0.8268	0.8705	0.4523	0.8964	0.8550	0.7413	0.8701	0.6858	0.7415	0.3572	0.7832	0.6617	0.7138
0.228	36.22	13400	0.5294	0.7021	0.8100	0.8801	0.9366	0.8260	0.8586	0.4713	0.8916	0.8604	0.8254	0.8714	0.6841	0.7491	0.3654	0.7966	0.6686	0.7798
0.2333	36.27	13420	0.5561	0.6968	0.8054	0.8753	0.9340	0.8265	0.8667	0.4814	0.8983	0.8607	0.7703	0.8710	0.6830	0.7528	0.3852	0.7864	0.6664	0.7329
0.157	36.32	13440	0.5574	0.6951	0.8006	0.8743	0.9385	0.7941	0.8679	0.4821	0.8959	0.8671	0.7583	0.8694	0.6798	0.7521	0.3887	0.7854	0.6646	0.7260
0.3018	36.38	13460	0.5771	0.6896	0.7940	0.8713	0.9288	0.7818	0.8672	0.4633	0.9064	0.8647	0.7459	0.8672	0.6786	0.7469	0.3785	0.7809	0.6670	0.7079
0.2048	36.43	13480	0.5862	0.6917	0.7952	0.8727	0.9341	0.7953	0.8683	0.4584	0.9043	0.8582	0.7481	0.8689	0.6857	0.7472	0.3734	0.7810	0.6718	0.7141
0.0848	36.49	13500	0.5357	0.6944	0.8027	0.8735	0.9390	0.8168	0.8557	0.4818	0.8887	0.8676	0.7695	0.8701	0.6841	0.7480	0.3829	0.7812	0.6706	0.7237
0.1358	36.54	13520	0.5912	0.6908	0.8002	0.8717	0.9312	0.8253	0.8684	0.4716	0.9010	0.8579	0.7459	0.8702	0.6827	0.7495	0.3764	0.7786	0.6677	0.7105
0.2787	36.59	13540	0.5802	0.6898	0.8003	0.8712	0.9346	0.8261	0.8675	0.4779	0.8946	0.8488	0.7525	0.8693	0.6790	0.7451	0.3759	0.7783	0.6728	0.7078
0.1792	36.65	13560	0.5838	0.6875	0.7981	0.8701	0.9352	0.7941	0.8721	0.4879	0.8900	0.8588	0.7483	0.8684	0.6681	0.7488	0.3779	0.7769	0.6712	0.7011
0.31	36.7	13580	0.5766	0.6867	0.8050	0.8679	0.9249	0.8010	0.8752	0.5418	0.8880	0.8490	0.7552	0.8660	0.6669	0.7520	0.3778	0.7732	0.6712	0.6998
0.1493	36.76	13600	0.5914	0.6910	0.7988	0.8716	0.9309	0.8183	0.8561	0.4823	0.9065	0.8535	0.7443	0.8686	0.6843	0.7493	0.3789	0.7808	0.6680	0.7072
0.1263	36.81	13620	0.5895	0.6931	0.7997	0.8721	0.9355	0.8179	0.8394	0.5075	0.9067	0.8425	0.7487	0.8692	0.6775	0.7478	0.3973	0.7796	0.6723	0.7078
0.1087	36.86	13640	0.5736	0.6880	0.7967	0.8705	0.9381	0.7949	0.8681	0.4828	0.8910	0.8527	0.7495	0.8685	0.6745	0.7450	0.3713	0.7769	0.6742	0.7057
0.1361	36.92	13660	0.5874	0.6901	0.7968	0.8720	0.9342	0.7967	0.8643	0.4772	0.9022	0.8556	0.7475	0.8682	0.6808	0.7457	0.3701	0.7827	0.6734	0.7100
0.2133	36.97	13680	0.6268	0.6845	0.7971	0.8679	0.9323	0.8224	0.8718	0.4855	0.8983	0.8508	0.7184	0.8622	0.6796	0.7454	0.3773	0.7818	0.6636	0.6816
0.118	37.03	13700	0.6365	0.6843	0.7959	0.8669	0.9297	0.8242	0.8565	0.4941	0.9071	0.8601	0.6995	0.8618	0.6778	0.7497	0.3953	0.7813	0.6603	0.6637
0.2593	37.08	13720	0.5960	0.6911	0.8020	0.8703	0.9289	0.8211	0.8531	0.4929	0.8975	0.8760	0.7444	0.8647	0.6801	0.7497	0.3965	0.7801	0.6667	0.7002
0.0827	37.14	13740	0.5955	0.6934	0.8019	0.8715	0.9332	0.8024	0.8570	0.5219	0.9006	0.8523	0.7461	0.8647	0.6788	0.7485	0.3990	0.7816	0.6778	0.7032
0.0814	37.19	13760	0.5991	0.6895	0.8009	0.8703	0.9325	0.8252	0.8515	0.4945	0.8987	0.8662	0.7377	0.8637	0.6799	0.7460	0.3810	0.7821	0.6734	0.7003
0.1256	37.24	13780	0.6215	0.6886	0.7992	0.8704	0.9319	0.8285	0.8542	0.4980	0.9101	0.8535	0.7182	0.8646	0.6778	0.7464	0.3842	0.7848	0.6722	0.6903
0.1831	37.3	13800	0.5965	0.6921	0.8039	0.8722	0.9328	0.8406	0.8499	0.5007	0.9045	0.8615	0.7375	0.8694	0.6795	0.7478	0.3885	0.7837	0.6690	0.7066
0.1468	37.35	13820	0.6292	0.6810	0.7915	0.8674	0.9363	0.8282	0.8616	0.4482	0.9026	0.8689	0.6948	0.8663	0.6815	0.7447	0.3665	0.7804	0.6584	0.6689
0.2897	37.41	13840	0.6377	0.6749	0.7849	0.8648	0.9336	0.8309	0.8658	0.4189	0.9080	0.8592	0.6781	0.8650	0.6811	0.7412	0.3519	0.7772	0.6566	0.6512
0.1732	37.46	13860	0.6302	0.6813	0.7866	0.8683	0.9395	0.8019	0.8601	0.4386	0.9064	0.8596	0.6999	0.8660	0.6827	0.7401	0.3569	0.7809	0.6685	0.6740
0.3542	37.51	13880	0.6502	0.6835	0.7933	0.8673	0.9379	0.8145	0.8609	0.4908	0.9034	0.8516	0.6937	0.8639	0.6811	0.7438	0.3849	0.7800	0.6610	0.6694
0.1036	37.57	13900	0.6033	0.6828	0.7972	0.8675	0.9271	0.8177	0.8730	0.4687	0.8950	0.8699	0.7291	0.8645	0.6811	0.7420	0.3650	0.7798	0.6560	0.6914
0.409	37.62	13920	0.6042	0.6853	0.7915	0.8705	0.9315	0.7980	0.8674	0.4327	0.9030	0.8662	0.7415	0.8660	0.6811	0.7433	0.3500	0.7820	0.6694	0.7054
0.1406	37.68	13940	0.6144	0.6794	0.7867	0.8687	0.9320	0.8037	0.8743	0.3970	0.9010	0.8697	0.7289	0.8639	0.6812	0.7400	0.3293	0.7831	0.6650	0.6934
1.313	37.73	13960	0.6022	0.6820	0.7912	0.8691	0.9333	0.8145	0.8752	0.4238	0.8973	0.8589	0.7354	0.8657	0.6834	0.7369	0.3427	0.7814	0.6650	0.6992
0.1975	37.78	13980	0.6037	0.6833	0.7923	0.8701	0.9341	0.8190	0.8761	0.4237	0.8992	0.8615	0.7326	0.8679	0.6853	0.7358	0.3423	0.7827	0.6690	0.6998
0.2584	37.84	14000	0.5807	0.6901	0.7957	0.8727	0.9347	0.8231	0.8562	0.4460	0.9069	0.8583	0.7448	0.8675	0.6826	0.7458	0.3671	0.7856	0.6739	0.7084
0.2032	37.89	14020	0.5551	0.6926	0.7968	0.8737	0.9390	0.8200	0.8492	0.4610	0.9058	0.8541	0.7482	0.8674	0.6827	0.7500	0.3784	0.7873	0.6681	0.7144
0.1317	37.95	14040	0.5509	0.6899	0.7980	0.8715	0.9342	0.8237	0.8539	0.4756	0.9026	0.8470	0.7486	0.8657	0.6836	0.7505	0.3788	0.7849	0.6588	0.7072
0.3604	38.0	14060	0.5349	0.6912	0.7985	0.8731	0.9346	0.7841	0.8664	0.4658	0.8895	0.8672	0.7822	0.8660	0.6780	0.7456	0.3673	0.7874	0.6647	0.7294
0.2222	38.05	14080	0.5328	0.6934	0.8066	0.8727	0.9309	0.8128	0.8685	0.4980	0.8868	0.8755	0.7734	0.8666	0.6802	0.7526	0.3808	0.7849	0.6649	0.7238
0.2449	38.11	14100	0.5987	0.6862	0.7949	0.8699	0.9331	0.8197	0.8593	0.4756	0.9094	0.8469	0.7204	0.8669	0.6817	0.7497	0.3721	0.7831	0.6583	0.6917
0.1192	38.16	14120	0.5685	0.6854	0.7936	0.8716	0.9370	0.8237	0.8656	0.4263	0.9006	0.8654	0.7364	0.8683	0.6840	0.7460	0.3447	0.7864	0.6622	0.7064
0.1802	38.22	14140	0.5572	0.6864	0.7974	0.8706	0.9384	0.8201	0.8507	0.4702	0.8938	0.8650	0.7433	0.8693	0.6860	0.7460	0.3442	0.7802	0.6655	0.7138
0.1099	38.27	14160	0.5273	0.6947	0.8008	0.8757	0.9340	0.8020	0.8591	0.4683	0.8998	0.8542	0.7885	0.8683	0.6787	0.7498	0.3568	0.7892	0.6763	0.7435
0.1271	38.32	14180	0.5254	0.6958	0.8033	0.8761	0.9346	0.8124	0.8634	0.4681	0.8967	0.8600	0.7880	0.8691	0.6809	0.7508	0.3583	0.7892	0.6761	0.7461
0.2621	38.38	14200	0.5331	0.6914	0.8033	0.8727	0.9300	0.8093	0.8749	0.4784	0.8887	0.8572	0.7849	0.8678	0.6814	0.7501	0.3479	0.7809	0.6761	0.7354
0.1324	38.43	14220	0.5733	0.6884	0.7913	0.8725	0.9396	0.7890	0.8555	0.4533	0.9036	0.8445	0.7535	0.8690	0.6752	0.7446	0.3556	0.7818	0.6776	0.7145
0.2456	38.49	14240	0.5537	0.6811	0.7909	0.8691	0.9311	0.7956	0.8796	0.4251	0.8921	0.8550	0.7580	0.8669	0.6773	0.7350	0.3256	0.7791	0.6777	0.7062
0.1776	38.54	14260	0.5484	0.6846	0.7967	0.8702	0.9346	0.8246	0.8577	0.4512	0.8922	0.8647	0.7521	0.8666	0.6817	0.7389	0.3411	0.7820	0.6697	0.7125
0.0734	38.59	14280	0.5084	0.6870	0.8004	0.8719	0.9307	0.8319	0.8716	0.4560	0.8947	0.8509	0.7672	0.8691	0.6835	0.7401	0.3239	0.7826	0.6831	0.7267
0.148	38.65	14300	0.5462	0.6909	0.7990	0.8734	0.9311	0.8299	0.8548	0.4524	0.9069	0.8641	0.7541	0.8685	0.6792	0.7504	0.3577	0.7858	0.6809	0.7136
0.2257	38.7	14320	0.5883	0.6896	0.7977	0.8735	0.9362	0.8310	0.8678	0.4374	0.9021	0.8645	0.7452	0.8677	0.6782	0.7464	0.3489	0.7870	0.6866	0.7121
0.2438	38.76	14340	0.5733	0.6899	0.7938	0.8737	0.9393	0.8069	0.8720	0.4422	0.9046	0.8429	0.7489	0.8688	0.6787	0.7507	0.3463	0.7847	0.6856	0.7149
0.3243	38.81	14360	0.5874	0.6858	0.7993	0.8701	0.9368	0.8230	0.8774	0.4547	0.8836	0.8765	0.7430	0.8699	0.6823	0.7501	0.3330	0.7733	0.6795	0.7122
1.404	38.86	14380	0.6100	0.6864	0.7991	0.8700	0.9364	0.8289	0.8609	0.4629	0.8904	0.8808	0.7335	0.8682	0.6790	0.7495	0.3527	0.7767	0.6739	0.7045
0.1701	38.92	14400	0.5984	0.6881	0.7996	0.8700	0.9313	0.8191	0.8529	0.4826	0.8977	0.8748	0.7388	0.8657	0.6784	0.7495	0.3718	0.7800	0.6704	0.7010
0.1059	38.97	14420	0.5984	0.6861	0.7914	0.8710	0.9374	0.8123	0.8498	0.4406	0.9055	0.8613	0.7328	0.8665	0.6823	0.7450	0.3535	0.7830	0.6716	0.7012
0.12	39.03	14440	0.6271	0.6814	0.7880	0.8693	0.9408	0.8146	0.8609	0.4222	0.9020	0.8635	0.7120	0.8637	0.6826	0.7393	0.3380	0.7841	0.6756	0.6866
0.1683	39.08	14460	0.5926	0.6871	0.7967	0.8710	0.9393	0.8177	0.8623	0.4680	0.8966	0.8592	0.7340	0.8662	0.6814	0.7366	0.3594	0.7843	0.6762	0.7055
0.2943	39.14	14480	0.5866	0.6918	0.8027	0.8716	0.9340	0.8184	0.8565	0.5067	0.8983	0.8610	0.7440	0.8657	0.6794	0.7444	0.3851	0.7827	0.6765	0.7092
0.1408	39.19	14500	0.5564	0.6949	0.8101	0.8720	0.9309	0.8207	0.8574	0.5468	0.8937	0.8708	0.7504	0.8662	0.6776	0.7480	0.3995	0.7821	0.6761	0.7151
0.1082	39.24	14520	0.5643	0.6929	0.8061	0.8712	0.9298	0.8192	0.8561	0.5210	0.8954	0.8730	0.7483	0.8654	0.6766	0.7484	0.3964	0.7805	0.6728	0.7101
0.0968	39.3	14540	0.5755	0.6852	0.8011	0.8686	0.9351	0.8134	0.8756	0.4924	0.8807	0.8623	0.7483	0.8651	0.6733	0.7371	0.3614	0.7761	0.6791	0.7044
0.2545	39.35	14560	0.5966	0.6834	0.7974	0.8674	0.9279	0.8092	0.8527	0.4868	0.8930	0.8675	0.7449	0.8660	0.6733	0.7499	0.3469	0.7702	0.6733	0.7040
0.1329	39.41	14580	0.5686	0.6871	0.7964	0.8703	0.9331	0.8087	0.8529	0.4747	0.8990	0.8579	0.7486	0.8675	0.6719	0.7497	0.3583	0.7761	0.6762	0.7100
0.2681	39.46	14600	0.5751	0.6901	0.7980	0.8719	0.9340	0.8132	0.8697	0.4691	0.8993	0.8493	0.7515	0.8660	0.6751	0.7442	0.3771	0.7826	0.6776	0.7084
0.2	39.51	14620	0.5701	0.6920	0.8018	0.8713	0.9335	0.8146	0.8519	0.4990	0.8949	0.8640	0.7546	0.8642	0.6691	0.7492	0.3978	0.7803	0.6759	0.7074
0.2699	39.57	14640	0.5471	0.6912	0.7975	0.8729	0.9307	0.7951	0.8601	0.4642	0.8994	0.8551	0.7780	0.8644	0.6666	0.7483	0.3761	0.7850	0.6755	0.7225
0.3498	39.62	14660	0.5512	0.6915	0.7995	0.8733	0.9313	0.8081	0.8764	0.4658	0.9028	0.8590	0.7531	0.8672	0.6789	0.7416	0.3679	0.7869	0.6813	0.7165
0.2973	39.68	14680	0.5437	0.6932	0.8031	0.8732	0.9291	0.8143	0.8607	0.4818	0.8990	0.8706	0.7660	0.8667	0.6742	0.7480	0.3785	0.7840	0.6784	0.7226
0.1419	39.73	14700	0.5355	0.6952	0.8051	0.8753	0.9312	0.8024	0.8720	0.4789	0.8898	0.8601	0.8017	0.8662	0.6684	0.7473	0.3741	0.7893	0.6771	0.7443
0.0852	39.78	14720	0.5293	0.6959	0.8066	0.8756	0.9318	0.8143	0.8604	0.4872	0.8932	0.8656	0.7939	0.8680	0.6670	0.7500	0.3789	0.7895	0.6785	0.7393
0.2802	39.84	14740	0.5564	0.6967	0.8063	0.8765	0.9361	0.8137	0.8491	0.4888	0.8909	0.8590	0.8065	0.8668	0.6649	0.7473	0.3778	0.7922	0.6751	0.7525
0.2943	39.89	14760	0.5502	0.6917	0.8007	0.8729	0.9309	0.8013	0.8420	0.4998	0.9022	0.8526	0.7759	0.8675	0.6637	0.7483	0.3821	0.7843	0.6731	0.7233
1.6794	39.95	14780	0.5218	0.6937	0.8051	0.8750	0.9322	0.8053	0.8602	0.4909	0.8909	0.8536	0.8028	0.8683	0.6670	0.7508	0.3589	0.7873	0.6775	0.7463
0.1365	40.0	14800	0.5598	0.6912	0.8028	0.8714	0.9296	0.8137	0.8529	0.5126	0.9004	0.8539	0.7566	0.8667	0.6711	0.7530	0.3841	0.7810	0.6735	0.7090
0.2468	40.05	14820	0.5624	0.6893	0.8013	0.8703	0.9332	0.7991	0.8578	0.5107	0.8911	0.8601	0.7568	0.8657	0.6739	0.7522	0.3772	0.7799	0.6658	0.7102
0.1003	40.11	14840	0.5568	0.6938	0.8027	0.8731	0.9307	0.8190	0.8441	0.4911	0.9014	0.8655	0.7668	0.8659	0.6782	0.7516	0.3845	0.7851	0.6677	0.7235
0.1876	40.16	14860	0.5569	0.6948	0.8014	0.8735	0.9317	0.8163	0.8593	0.4999	0.9088	0.8370	0.7569	0.8669	0.6796	0.7488	0.3910	0.7847	0.6742	0.7186
0.1911	40.22	14880	0.5425	0.6941	0.8083	0.8738	0.9302	0.8237	0.8678	0.4900	0.8875	0.8798	0.7791	0.8681	0.6750	0.7483	0.3762	0.7852	0.6759	0.7304
0.2452	40.27	14900	0.5416	0.6949	0.8067	0.8761	0.9335	0.8207	0.8548	0.4748	0.8882	0.8637	0.8113	0.8696	0.6707	0.7449	0.3573	0.7889	0.6750	0.7582
0.1584	40.32	14920	0.5212	0.6915	0.8043	0.8746	0.9345	0.8157	0.8682	0.4560	0.8813	0.8720	0.8024	0.8679	0.6698	0.7462	0.3467	0.7874	0.6759	0.7467
0.1308	40.38	14940	0.5571	0.6847	0.7996	0.8701	0.9315	0.8329	0.8717	0.4544	0.8927	0.8726	0.7413	0.8677	0.6802	0.7430	0.3440	0.7825	0.6649	0.7103
0.1618	40.43	14960	0.5995	0.6829	0.7980	0.8685	0.9332	0.8245	0.8659	0.4842	0.8970	0.8592	0.7217	0.8683	0.6802	0.7435	0.3530	0.7801	0.6599	0.6956
0.1534	40.49	14980	0.5638	0.6891	0.7991	0.8720	0.9338	0.8280	0.8527	0.4667	0.9008	0.8612	0.7509	0.8675	0.6793	0.7472	0.3558	0.7829	0.6735	0.7177
0.2106	40.54	15000	0.5425	0.6857	0.7977	0.8703	0.9336	0.8019	0.8692	0.4726	0.8889	0.8523	0.7654	0.8677	0.6708	0.7480	0.3436	0.7780	0.6774	0.7144
0.354	40.59	15020	0.5624	0.6866	0.8001	0.8704	0.9353	0.8050	0.8576	0.4813	0.8845	0.8732	0.7634	0.8688	0.6659	0.7478	0.3570	0.7772	0.6741	0.7150
0.2076	40.65	15040	0.5313	0.6878	0.7973	0.8718	0.9335	0.7936	0.8647	0.4629	0.8919	0.8648	0.7696	0.8685	0.6698	0.7495	0.3525	0.7810	0.6749	0.7187
0.2259	40.7	15060	0.5863	0.6810	0.7920	0.8680	0.9389	0.7749	0.8614	0.4676	0.8837	0.8760	0.7416	0.8690	0.6671	0.7470	0.3448	0.7737	0.6645	0.7009
0.1089	40.76	15080	0.5667	0.6846	0.7934	0.8700	0.9306	0.7920	0.8619	0.4550	0.8983	0.8608	0.7552	0.8689	0.6689	0.7460	0.3516	0.7774	0.6731	0.7064
0.1985	40.81	15100	0.5746	0.6852	0.7922	0.8710	0.9395	0.8048	0.8625	0.4457	0.9008	0.8620	0.7298	0.8702	0.6842	0.7426	0.3464	0.7827	0.6672	0.7032
0.2077	40.86	15120	0.6194	0.6860	0.7942	0.8708	0.9381	0.8099	0.8644	0.4613	0.9026	0.8608	0.7223	0.8702	0.6848	0.7435	0.3577	0.7832	0.6654	0.6969
0.3211	40.92	15140	0.5721	0.6908	0.8018	0.8724	0.9329	0.7984	0.8731	0.4909	0.8950	0.8706	0.7519	0.8700	0.6818	0.7414	0.3629	0.7829	0.6786	0.7181
0.1905	40.97	15160	0.6226	0.6913	0.8014	0.8726	0.9336	0.8158	0.8653	0.4835	0.8994	0.8663	0.7461	0.8706	0.6841	0.7474	0.3639	0.7819	0.6761	0.7149
0.1425	41.03	15180	0.6056	0.6930	0.7992	0.8737	0.9356	0.8152	0.8504	0.4829	0.9080	0.8536	0.7489	0.8702	0.6834	0.7472	0.3659	0.7834	0.6829	0.7179
0.1168	41.08	15200	0.5751	0.6940	0.8069	0.8735	0.9348	0.8303	0.8649	0.5107	0.8983	0.8643	0.7448	0.8706	0.6811	0.7456	0.3795	0.7845	0.6799	0.7166
0.086	41.14	15220	0.5493	0.6947	0.8031	0.8743	0.9343	0.8231	0.8562	0.4884	0.9041	0.8623	0.7533	0.8703	0.6848	0.7461	0.3760	0.7863	0.6785	0.7208
0.1855	41.19	15240	0.5724	0.6924	0.7966	0.8740	0.9333	0.8292	0.8535	0.4596	0.9158	0.8325	0.7525	0.8691	0.6858	0.7451	0.3649	0.7859	0.6784	0.7174
0.0492	41.24	15260	0.6137	0.6902	0.7969	0.8727	0.9405	0.8323	0.8365	0.4716	0.9080	0.8575	0.7321	0.8679	0.6820	0.7423	0.3731	0.7871	0.6706	0.7081
0.1612	41.3	15280	0.5675	0.6914	0.8014	0.8733	0.9367	0.8226	0.8679	0.4751	0.8979	0.8623	0.7475	0.8702	0.6836	0.7426	0.3659	0.7861	0.6748	0.7164
0.1317	41.35	15300	0.6373	0.6892	0.8021	0.8703	0.9340	0.8263	0.8559	0.5042	0.8989	0.8713	0.7244	0.8683	0.6790	0.7479	0.3902	0.7821	0.6606	0.6961
0.2445	41.41	15320	0.5977	0.6866	0.8012	0.8681	0.9275	0.8100	0.8435	0.5090	0.8927	0.8800	0.7459	0.8665	0.6677	0.7469	0.3924	0.7757	0.6653	0.6918
0.1636	41.46	15340	0.5728	0.6885	0.8013	0.8701	0.9312	0.7956	0.8557	0.5054	0.8891	0.8701	0.7623	0.8667	0.6663	0.7506	0.3795	0.7786	0.6739	0.7043
0.1409	41.51	15360	0.6116	0.6890	0.7989	0.8703	0.9343	0.8016	0.8489	0.5056	0.8979	0.8582	0.7456	0.8677	0.6651	0.7539	0.3910	0.7786	0.6701	0.6964
0.1588	41.57	15380	0.5694	0.6898	0.7994	0.8714	0.9346	0.7957	0.8644	0.4974	0.8945	0.8505	0.7590	0.8684	0.6684	0.7535	0.3769	0.7800	0.6750	0.7063
0.1663	41.62	15400	0.5666	0.6901	0.8053	0.8707	0.9302	0.8135	0.8689	0.5097	0.8881	0.8691	0.7574	0.8670	0.6729	0.7533	0.3769	0.7791	0.6741	0.7077
0.1314	41.68	15420	0.5718	0.6937	0.8029	0.8727	0.9314	0.8171	0.8418	0.5087	0.9047	0.8625	0.7544	0.8666	0.6782	0.7517	0.3845	0.7834	0.6774	0.7139
0.2941	41.73	15440	0.5796	0.6922	0.8003	0.8725	0.9328	0.8158	0.8496	0.4832	0.9020	0.8643	0.7542	0.8663	0.6794	0.7494	0.3763	0.7830	0.6768	0.7143
0.1006	41.78	15460	0.5848	0.6879	0.7983	0.8705	0.9349	0.8157	0.8510	0.4731	0.8927	0.8676	0.7532	0.8661	0.6816	0.7458	0.3534	0.7778	0.6742	0.7163
0.083	41.84	15480	0.5681	0.6853	0.8023	0.8688	0.9312	0.8305	0.8626	0.4771	0.8814	0.8734	0.7595	0.8661	0.6839	0.7471	0.3324	0.7733	0.6750	0.7195
0.133	41.89	15500	0.5777	0.6856	0.7990	0.8691	0.9364	0.8230	0.8427	0.4706	0.8831	0.8800	0.7569	0.8654	0.6831	0.7483	0.3344	0.7736	0.6757	0.7190
0.2027	41.95	15520	0.5768	0.6863	0.8004	0.8686	0.9301	0.8058	0.8600	0.5054	0.8898	0.8587	0.7532	0.8669	0.6841	0.7468	0.3422	0.7715	0.6754	0.7173
0.2747	42.0	15540	0.5677	0.6844	0.7915	0.8694	0.9351	0.7751	0.8569	0.4625	0.8912	0.8537	0.7657	0.8663	0.6772	0.7467	0.3274	0.7734	0.6753	0.7242
0.1922	42.05	15560	0.5835	0.6852	0.7977	0.8685	0.9404	0.8020	0.8617	0.4933	0.8807	0.8569	0.7491	0.8654	0.6851	0.7424	0.3382	0.7725	0.6742	0.7185
0.0675	42.11	15580	0.6323	0.6829	0.7929	0.8682	0.9452	0.8078	0.8576	0.4661	0.8825	0.8532	0.7377	0.8639	0.6849	0.7410	0.3311	0.7731	0.6738	0.7128
0.344	42.16	15600	0.5709	0.6870	0.7964	0.8701	0.9394	0.7835	0.8659	0.4898	0.8870	0.8564	0.7524	0.8661	0.6786	0.7474	0.3460	0.7764	0.6774	0.7173
0.125	42.22	15620	0.5475	0.6960	0.8002	0.8737	0.9331	0.7964	0.8468	0.5046	0.9077	0.8527	0.7598	0.8662	0.6806	0.7539	0.3933	0.7843	0.6768	0.7171
0.1713	42.27	15640	0.5458	0.6953	0.8001	0.8743	0.9405	0.8079	0.8563	0.4827	0.8983	0.8567	0.7584	0.8664	0.6831	0.7485	0.3822	0.7861	0.6786	0.7221
1.7043	42.32	15660	0.5768	0.6964	0.8020	0.8740	0.9388	0.8151	0.8449	0.4936	0.9001	0.8707	0.7506	0.8667	0.6813	0.7503	0.3968	0.7842	0.6772	0.7182
0.2095	42.38	15680	0.5594	0.6969	0.8035	0.8747	0.9433	0.8076	0.8542	0.5005	0.8914	0.8655	0.7617	0.8656	0.6815	0.7481	0.3907	0.7876	0.6779	0.7273
0.2733	42.43	15700	0.5576	0.6942	0.8026	0.8739	0.9435	0.8113	0.8656	0.4881	0.8876	0.8656	0.7568	0.8680	0.6844	0.7441	0.3746	0.7846	0.6772	0.7261
0.1815	42.49	15720	0.5334	0.6928	0.8016	0.8730	0.9367	0.8150	0.8411	0.4963	0.8961	0.8553	0.7707	0.8689	0.6745	0.7472	0.3774	0.7808	0.6770	0.7239
0.6893	42.54	15740	0.5713	0.6868	0.8000	0.8697	0.9306	0.7965	0.8702	0.4901	0.8868	0.8600	0.7657	0.8692	0.6693	0.7456	0.3598	0.7730	0.6764	0.7146
0.2895	42.59	15760	0.5742	0.6908	0.8016	0.8712	0.9326	0.8033	0.8497	0.5158	0.8978	0.8543	0.7574	0.8693	0.6655	0.7480	0.3885	0.7770	0.6769	0.7103
0.1651	42.65	15780	0.5621	0.6913	0.8010	0.8726	0.9350	0.7999	0.8561	0.5020	0.8951	0.8461	0.7726	0.8686	0.6651	0.7467	0.3770	0.7808	0.6783	0.7230
0.449	42.7	15800	0.5858	0.6869	0.8018	0.8699	0.9356	0.8069	0.8563	0.5081	0.8846	0.8587	0.7623	0.8693	0.6651	0.7477	0.3575	0.7732	0.6769	0.7184
0.1698	42.76	15820	0.5816	0.6848	0.7945	0.8693	0.9375	0.7910	0.8581	0.4779	0.8894	0.8547	0.7528	0.8690	0.6786	0.7444	0.3352	0.7715	0.6771	0.7180
0.2006	42.81	15840	0.6001	0.6854	0.7968	0.8691	0.9409	0.8045	0.8469	0.4956	0.8878	0.8578	0.7444	0.8687	0.6803	0.7442	0.3423	0.7725	0.6735	0.7161
0.1577	42.86	15860	0.5450	0.6840	0.7929	0.8694	0.9403	0.7646	0.8591	0.4852	0.8863	0.8611	0.7537	0.8685	0.6691	0.7435	0.3371	0.7739	0.6774	0.7185
0.1936	42.92	15880	0.5545	0.6879	0.7945	0.8718	0.9361	0.7968	0.8605	0.4570	0.8976	0.8518	0.7614	0.8684	0.6781	0.7421	0.3501	0.7804	0.6758	0.7205
0.187	42.97	15900	0.5604	0.6892	0.8003	0.8719	0.9387	0.8140	0.8597	0.4801	0.8886	0.8594	0.7619	0.8692	0.6803	0.7403	0.3501	0.7794	0.6754	0.7298
0.1292	43.03	15920	0.5918	0.6899	0.7987	0.8723	0.9343	0.8061	0.8655	0.4822	0.9014	0.8520	0.7494	0.8705	0.6816	0.7414	0.3591	0.7811	0.6760	0.7198
0.2654	43.08	15940	0.5506	0.6924	0.8040	0.8733	0.9316	0.8047	0.8668	0.5038	0.8963	0.8558	0.7690	0.8702	0.6782	0.7449	0.3624	0.7832	0.6761	0.7316
0.1696	43.14	15960	0.5600	0.6910	0.8012	0.8727	0.9401	0.7865	0.8614	0.4967	0.8849	0.8721	0.7668	0.8702	0.6720	0.7463	0.3690	0.7820	0.6737	0.7236
0.2917	43.19	15980	0.5430	0.6926	0.7988	0.8744	0.9379	0.7929	0.8628	0.4769	0.8968	0.8486	0.7756	0.8706	0.6744	0.7458	0.3646	0.7850	0.6774	0.7302
0.0827	43.24	16000	0.5455	0.6914	0.7944	0.8734	0.9381	0.7788	0.8395	0.4787	0.9044	0.8579	0.7635	0.8699	0.6717	0.7451	0.3722	0.7834	0.6767	0.7209
0.2404	43.3	16020	0.5516	0.6906	0.7971	0.8732	0.9376	0.7851	0.8611	0.4708	0.8933	0.8598	0.7722	0.8706	0.6717	0.7443	0.3645	0.7817	0.6772	0.7243
0.1556	43.35	16040	0.5462	0.6925	0.8005	0.8740	0.9348	0.8013	0.8643	0.4726	0.8955	0.8622	0.7731	0.8710	0.6781	0.7439	0.3634	0.7834	0.6764	0.7314
0.1845	43.41	16060	0.5758	0.6900	0.7977	0.8726	0.9373	0.8043	0.8549	0.4728	0.8985	0.8616	0.7542	0.8716	0.6811	0.7436	0.3533	0.7796	0.6770	0.7236
0.0959	43.46	16080	0.5496	0.6879	0.7945	0.8715	0.9385	0.7898	0.8393	0.4796	0.8961	0.8472	0.7711	0.8710	0.6724	0.7427	0.3525	0.7764	0.6759	0.7241
0.1834	43.51	16100	0.5518	0.6892	0.7975	0.8726	0.9407	0.7930	0.8585	0.4830	0.8892	0.8362	0.7816	0.8708	0.6710	0.7472	0.3442	0.7781	0.6783	0.7348
0.2178	43.57	16120	0.5328	0.6921	0.8030	0.8734	0.9350	0.8053	0.8563	0.5076	0.8924	0.8315	0.7927	0.8709	0.6699	0.7490	0.3533	0.7788	0.6799	0.7427
0.1988	43.62	16140	0.5387	0.6941	0.8093	0.8742	0.9337	0.8106	0.8586	0.5149	0.8813	0.8615	0.8042	0.8718	0.6710	0.7514	0.3541	0.7794	0.6751	0.7559
0.3371	43.68	16160	0.5451	0.6948	0.8107	0.8745	0.9361	0.8125	0.8608	0.5162	0.8753	0.8655	0.8087	0.8707	0.6722	0.7527	0.3544	0.7810	0.6747	0.7576
1.6466	43.73	16180	0.5541	0.6939	0.8030	0.8738	0.9353	0.8098	0.8611	0.4924	0.8941	0.8530	0.7751	0.8704	0.6773	0.7537	0.3695	0.7808	0.6745	0.7312
0.2617	43.78	16200	0.5834	0.6951	0.8019	0.8739	0.9381	0.8178	0.8479	0.4975	0.9021	0.8580	0.7523	0.8700	0.6792	0.7536	0.3892	0.7828	0.6701	0.7209
0.2101	43.84	16220	0.5582	0.6940	0.8025	0.8735	0.9336	0.8114	0.8511	0.4866	0.8968	0.8705	0.7675	0.8678	0.6763	0.7535	0.3827	0.7837	0.6701	0.7243
0.248	43.89	16240	0.5753	0.6913	0.8026	0.8719	0.9363	0.8156	0.8578	0.4772	0.8858	0.8880	0.7575	0.8660	0.6777	0.7501	0.3793	0.7831	0.6637	0.7189
0.0976	43.95	16260	0.5836	0.6927	0.7998	0.8728	0.9350	0.8089	0.8572	0.4870	0.9019	0.8582	0.7504	0.8679	0.6799	0.7492	0.3808	0.7828	0.6723	0.7159
0.1359	44.0	16280	0.5986	0.6928	0.8023	0.8729	0.9355	0.8258	0.8575	0.4942	0.9022	0.8580	0.7430	0.8687	0.6795	0.7498	0.3827	0.7839	0.6713	0.7136
0.218	44.05	16300	0.5782	0.6934	0.8002	0.8732	0.9368	0.8057	0.8505	0.4946	0.9012	0.8595	0.7528	0.8682	0.6810	0.7469	0.3838	0.7839	0.6711	0.7190
0.0846	44.11	16320	0.5503	0.6929	0.8037	0.8732	0.9361	0.8267	0.8657	0.4897	0.8946	0.8532	0.7598	0.8685	0.6821	0.7442	0.3739	0.7838	0.6730	0.7250
0.0841	44.16	16340	0.5649	0.6924	0.8015	0.8730	0.9346	0.8188	0.8560	0.4862	0.8994	0.8579	0.7576	0.8685	0.6774	0.7467	0.3787	0.7833	0.6699	0.7220
0.138	44.22	16360	0.5352	0.6917	0.8020	0.8722	0.9318	0.7998	0.8597	0.5036	0.8948	0.8518	0.7726	0.8673	0.6706	0.7498	0.3805	0.7817	0.6724	0.7198
0.2396	44.27	16380	0.5898	0.6893	0.7971	0.8713	0.9356	0.7989	0.8599	0.4779	0.8967	0.8606	0.7503	0.8678	0.6759	0.7459	0.3729	0.7798	0.6699	0.7128
0.1535	44.32	16400	0.5528	0.6914	0.8003	0.8720	0.9319	0.8086	0.8525	0.4884	0.8988	0.8591	0.7626	0.8666	0.6793	0.7472	0.3750	0.7816	0.6698	0.7205
0.1736	44.38	16420	0.5528	0.6919	0.7969	0.8735	0.9377	0.8168	0.8477	0.4540	0.9000	0.8561	0.7660	0.8655	0.6819	0.7432	0.3698	0.7864	0.6703	0.7263
0.1992	44.43	16440	0.5871	0.6912	0.7981	0.8723	0.9371	0.8070	0.8657	0.4709	0.8975	0.8629	0.7452	0.8669	0.6839	0.7436	0.3786	0.7839	0.6676	0.7137
0.2313	44.49	16460	0.5677	0.6935	0.8018	0.8732	0.9371	0.8135	0.8642	0.4868	0.8965	0.8653	0.7494	0.8665	0.6815	0.7453	0.3865	0.7861	0.6714	0.7173
0.124	44.54	16480	0.6107	0.6914	0.8017	0.8711	0.9335	0.8205	0.8562	0.5112	0.9042	0.8585	0.7275	0.8683	0.6794	0.7500	0.3988	0.7815	0.6621	0.6997
0.1359	44.59	16500	0.5790	0.6935	0.8042	0.8727	0.9342	0.8224	0.8697	0.5065	0.8998	0.8527	0.7441	0.8671	0.6789	0.7465	0.3922	0.7851	0.6728	0.7117
0.2572	44.65	16520	0.5907	0.6919	0.8025	0.8724	0.9346	0.8322	0.8607	0.4982	0.9031	0.8458	0.7428	0.8675	0.6778	0.7443	0.3847	0.7843	0.6715	0.7128
0.1618	44.7	16540	0.5507	0.6949	0.8049	0.8737	0.9316	0.8115	0.8589	0.5026	0.8969	0.8590	0.7734	0.8672	0.6752	0.7483	0.3889	0.7855	0.6723	0.7270
0.1022	44.76	16560	0.5530	0.6934	0.8010	0.8735	0.9352	0.7987	0.8503	0.4847	0.8931	0.8648	0.7801	0.8665	0.6719	0.7473	0.3849	0.7856	0.6711	0.7265
0.0975	44.81	16580	0.5464	0.6923	0.7998	0.8733	0.9321	0.8051	0.8521	0.4701	0.8961	0.8606	0.7827	0.8662	0.6718	0.7458	0.3799	0.7855	0.6720	0.7252
0.1967	44.86	16600	0.5835	0.6893	0.8004	0.8704	0.9298	0.8013	0.8634	0.5021	0.8976	0.8577	0.7508	0.8662	0.6693	0.7460	0.3878	0.7799	0.6712	0.7049
0.1643	44.92	16620	0.5923	0.6886	0.7946	0.8704	0.9351	0.7896	0.8547	0.4878	0.9003	0.8447	0.7501	0.8662	0.6708	0.7443	0.3847	0.7786	0.6743	0.7012
0.2977	44.97	16640	0.5870	0.6887	0.7951	0.8709	0.9369	0.7886	0.8553	0.4781	0.8971	0.8644	0.7453	0.8680	0.6709	0.7468	0.3824	0.7792	0.6728	0.7007
0.1541	45.03	16660	0.5820	0.6859	0.7942	0.8699	0.9342	0.7986	0.8597	0.4528	0.8924	0.8690	0.7524	0.8667	0.6706	0.7448	0.3690	0.7776	0.6711	0.7018
0.1896	45.08	16680	0.5527	0.6892	0.7964	0.8718	0.9328	0.8019	0.8546	0.4620	0.8974	0.8574	0.7687	0.8670	0.6703	0.7458	0.3736	0.7821	0.6740	0.7117
1.3552	45.14	16700	0.5711	0.6900	0.8013	0.8716	0.9352	0.8069	0.8606	0.4923	0.8914	0.8660	0.7568	0.8686	0.6672	0.7452	0.3851	0.7815	0.6740	0.7088
0.2574	45.19	16720	0.5742	0.6898	0.8009	0.8712	0.9328	0.8003	0.8590	0.4953	0.8929	0.8698	0.7563	0.8690	0.6677	0.7465	0.3846	0.7797	0.6740	0.7068
0.0881	45.24	16740	0.5674	0.6899	0.7971	0.8714	0.9339	0.7903	0.8497	0.4926	0.8995	0.8543	0.7595	0.8684	0.6678	0.7465	0.3848	0.7800	0.6756	0.7059
0.1921	45.3	16760	0.5661	0.6893	0.7965	0.8721	0.9360	0.7912	0.8675	0.4678	0.8936	0.8550	0.7646	0.8683	0.6688	0.7459	0.3729	0.7818	0.6767	0.7106
0.2151	45.35	16780	0.5675	0.6882	0.7980	0.8706	0.9294	0.8043	0.8658	0.4780	0.8980	0.8512	0.7594	0.8679	0.6692	0.7463	0.3759	0.7789	0.6771	0.7020
0.2561	45.41	16800	0.5671	0.6863	0.7922	0.8707	0.9321	0.7896	0.8597	0.4527	0.9011	0.8521	0.7581	0.8678	0.6706	0.7433	0.3635	0.7798	0.6768	0.7022
0.2134	45.46	16820	0.5914	0.6850	0.7933	0.8697	0.9293	0.7952	0.8649	0.4569	0.9003	0.8540	0.7524	0.8677	0.6685	0.7414	0.3652	0.7775	0.6756	0.6994
0.1302	45.51	16840	0.5701	0.6869	0.7950	0.8701	0.9313	0.7960	0.8615	0.4770	0.8996	0.8421	0.7574	0.8668	0.6689	0.7441	0.3744	0.7788	0.6752	0.7002
0.1511	45.57	16860	0.5676	0.6885	0.7989	0.8704	0.9319	0.7977	0.8592	0.4974	0.8958	0.8547	0.7556	0.8666	0.6675	0.7457	0.3834	0.7801	0.6762	0.7004
0.107	45.62	16880	0.5839	0.6881	0.7957	0.8710	0.9380	0.7988	0.8588	0.4721	0.8950	0.8595	0.7477	0.8681	0.6709	0.7444	0.3747	0.7800	0.6769	0.7015
0.1537	45.68	16900	0.5476	0.6871	0.7989	0.8701	0.9338	0.7988	0.8663	0.4889	0.8887	0.8529	0.7627	0.8672	0.6707	0.7451	0.3635	0.7779	0.6774	0.7080
0.2827	45.73	16920	0.5664	0.6887	0.7985	0.8711	0.9355	0.8167	0.8571	0.4762	0.8957	0.8578	0.7505	0.8672	0.6798	0.7419	0.3660	0.7808	0.6775	0.7077
0.1563	45.78	16940	0.5821	0.6871	0.7969	0.8700	0.9316	0.7993	0.8576	0.4792	0.8967	0.8643	0.7493	0.8675	0.6746	0.7431	0.3696	0.7782	0.6743	0.7022
0.2185	45.84	16960	0.5599	0.6836	0.7929	0.8692	0.9370	0.7951	0.8652	0.4628	0.8910	0.8473	0.7516	0.8663	0.6747	0.7374	0.3487	0.7781	0.6768	0.7032
0.222	45.89	16980	0.6002	0.6813	0.7913	0.8685	0.9413	0.7986	0.8563	0.4529	0.8878	0.8653	0.7372	0.8660	0.6771	0.7349	0.3389	0.7782	0.6722	0.7019
0.1177	45.95	17000	0.5830	0.6806	0.7892	0.8682	0.9355	0.7860	0.8612	0.4440	0.8911	0.8532	0.7537	0.8660	0.6708	0.7367	0.3370	0.7763	0.6765	0.7010
0.1475	46.0	17020	0.6041	0.6798	0.7864	0.8690	0.9365	0.7879	0.8659	0.4130	0.8942	0.8586	0.7485	0.8657	0.6742	0.7364	0.3253	0.7791	0.6752	0.7028
0.1955	46.05	17040	0.5875	0.6802	0.7932	0.8670	0.9361	0.7959	0.8552	0.4665	0.8825	0.8654	0.7506	0.8647	0.6700	0.7418	0.3382	0.7731	0.6742	0.6997
0.1266	46.11	17060	0.5758	0.6832	0.7978	0.8680	0.9279	0.8001	0.8576	0.4831	0.8856	0.8557	0.7744	0.8660	0.6712	0.7465	0.3394	0.7728	0.6729	0.7134
0.1401	46.16	17080	0.5915	0.6821	0.7904	0.8681	0.9319	0.7868	0.8599	0.4571	0.8955	0.8477	0.7542	0.8658	0.6716	0.7430	0.3456	0.7749	0.6748	0.6988
0.1667	46.22	17100	0.6235	0.6830	0.7912	0.8685	0.9305	0.7992	0.8465	0.4527	0.8998	0.8588	0.7507	0.8658	0.6710	0.7446	0.3528	0.7758	0.6744	0.6963
0.3457	46.27	17120	0.5880	0.6838	0.7940	0.8684	0.9266	0.7901	0.8612	0.4706	0.8981	0.8572	0.7539	0.8662	0.6699	0.7492	0.3538	0.7748	0.6751	0.6976
0.1532	46.32	17140	0.5769	0.6822	0.7960	0.8676	0.9343	0.8066	0.8563	0.4731	0.8835	0.8635	0.7543	0.8653	0.6705	0.7443	0.3464	0.7732	0.6757	0.6998
0.0841	46.38	17160	0.5844	0.6853	0.7975	0.8691	0.9308	0.8124	0.8582	0.4786	0.8940	0.8537	0.7544	0.8657	0.6693	0.7440	0.3639	0.7776	0.6767	0.6997
0.1693	46.43	17180	0.5783	0.6858	0.7952	0.8695	0.9338	0.8027	0.8494	0.4747	0.8957	0.8583	0.7518	0.8658	0.6697	0.7443	0.3679	0.7785	0.6771	0.6971
0.301	46.49	17200	0.5805	0.6854	0.7922	0.8697	0.9351	0.8009	0.8429	0.4677	0.9017	0.8494	0.7479	0.8657	0.6696	0.7444	0.3678	0.7798	0.6750	0.6954
0.2313	46.54	17220	0.6168	0.6833	0.7940	0.8685	0.9329	0.8082	0.8601	0.4705	0.8977	0.8502	0.7383	0.8659	0.6692	0.7442	0.3659	0.7786	0.6701	0.6893
0.0797	46.59	17240	0.5888	0.6855	0.7917	0.8697	0.9337	0.7843	0.8561	0.4666	0.9007	0.8532	0.7472	0.8663	0.6702	0.7459	0.3682	0.7795	0.6745	0.6941
0.1081	46.65	17260	0.5985	0.6837	0.7910	0.8697	0.9352	0.8008	0.8645	0.4397	0.8965	0.8499	0.7502	0.8659	0.6712	0.7410	0.3553	0.7799	0.6765	0.6965
0.1764	46.7	17280	0.5906	0.6859	0.7944	0.8698	0.9319	0.7982	0.8652	0.4635	0.8976	0.8563	0.7484	0.8669	0.6721	0.7459	0.3668	0.7787	0.6742	0.6965
0.2976	46.76	17300	0.5939	0.6864	0.7952	0.8698	0.9328	0.7964	0.8673	0.4718	0.8958	0.8514	0.7507	0.8668	0.6716	0.7455	0.3705	0.7785	0.6752	0.6967
0.1649	46.81	17320	0.6012	0.6851	0.7915	0.8698	0.9349	0.8003	0.8531	0.4458	0.8986	0.8610	0.7467	0.8662	0.6728	0.7438	0.3637	0.7792	0.6741	0.6957
0.3159	46.86	17340	0.5776	0.6861	0.7962	0.8695	0.9327	0.7969	0.8685	0.4762	0.8924	0.8533	0.7535	0.8661	0.6711	0.7428	0.3709	0.7787	0.6760	0.6975
0.0889	46.92	17360	0.5593	0.6858	0.7952	0.8695	0.9327	0.7738	0.8665	0.4856	0.8908	0.8584	0.7587	0.8658	0.6671	0.7409	0.3702	0.7788	0.6769	0.7009
0.1136	46.97	17380	0.5620	0.6860	0.7935	0.8697	0.9372	0.7844	0.8580	0.4767	0.8920	0.8514	0.7551	0.8647	0.6699	0.7409	0.3701	0.7796	0.6774	0.6998
0.0898	47.03	17400	0.6127	0.6875	0.7960	0.8705	0.9371	0.8083	0.8603	0.4688	0.8956	0.8601	0.7417	0.8651	0.6765	0.7419	0.3717	0.7821	0.6742	0.7007
0.2659	47.08	17420	0.5871	0.6894	0.7979	0.8712	0.9316	0.8010	0.8654	0.4770	0.8997	0.8614	0.7489	0.8665	0.6771	0.7450	0.3736	0.7817	0.6756	0.7062
0.1993	47.14	17440	0.6110	0.6910	0.7991	0.8719	0.9334	0.8201	0.8481	0.4852	0.9056	0.8585	0.7429	0.8666	0.6801	0.7452	0.3807	0.7836	0.6729	0.7081
0.6759	47.19	17460	0.6108	0.6898	0.7991	0.8715	0.9319	0.8170	0.8590	0.4770	0.9020	0.8624	0.7440	0.8666	0.6792	0.7455	0.3756	0.7828	0.6720	0.7072
0.3493	47.24	17480	0.5807	0.6884	0.7973	0.8715	0.9325	0.8143	0.8716	0.4591	0.8995	0.8553	0.7490	0.8666	0.6794	0.7428	0.3630	0.7836	0.6768	0.7065
1.1969	47.3	17500	0.5830	0.6894	0.8009	0.8716	0.9343	0.8273	0.8659	0.4762	0.8958	0.8589	0.7475	0.8660	0.6793	0.7426	0.3681	0.7841	0.6766	0.7088
0.2925	47.35	17520	0.5777	0.6890	0.7957	0.8710	0.9350	0.7949	0.8508	0.4839	0.9005	0.8514	0.7531	0.8664	0.6765	0.7452	0.3728	0.7812	0.6753	0.7056
0.1624	47.41	17540	0.5718	0.6887	0.7983	0.8709	0.9360	0.8097	0.8584	0.4825	0.8944	0.8563	0.7509	0.8659	0.6795	0.7429	0.3686	0.7816	0.6760	0.7063
0.1431	47.46	17560	0.5648	0.6864	0.7947	0.8703	0.9367	0.8056	0.8620	0.4635	0.8951	0.8503	0.7495	0.8654	0.6778	0.7402	0.3609	0.7816	0.6755	0.7032
0.3399	47.51	17580	0.5932	0.6888	0.7999	0.8708	0.9332	0.8139	0.8631	0.4861	0.8959	0.8598	0.7474	0.8665	0.6779	0.7434	0.3730	0.7818	0.6751	0.7040
0.2807	47.57	17600	0.6147	0.6890	0.7964	0.8713	0.9327	0.8105	0.8611	0.4676	0.9040	0.8567	0.7421	0.8670	0.6795	0.7461	0.3726	0.7826	0.6718	0.7032
0.1749	47.62	17620	0.5876	0.6866	0.7996	0.8696	0.9365	0.8126	0.8634	0.4794	0.8840	0.8724	0.7493	0.8651	0.6754	0.7383	0.3706	0.7801	0.6764	0.7002
0.2923	47.68	17640	0.6136	0.6892	0.7968	0.8711	0.9332	0.8137	0.8570	0.4787	0.9054	0.8508	0.7390	0.8666	0.6781	0.7455	0.3797	0.7821	0.6700	0.7020
0.11	47.73	17660	0.6215	0.6886	0.7977	0.8710	0.9334	0.8180	0.8694	0.4789	0.9041	0.8476	0.7327	0.8668	0.6787	0.7454	0.3778	0.7833	0.6690	0.6992
0.1884	47.78	17680	0.5969	0.6886	0.7962	0.8707	0.9348	0.8053	0.8524	0.4755	0.8989	0.8604	0.7464	0.8665	0.6752	0.7465	0.3785	0.7804	0.6724	0.7005
0.2251	47.84	17700	0.5911	0.6846	0.7895	0.8701	0.9340	0.8002	0.8500	0.4295	0.9015	0.8602	0.7509	0.8664	0.6723	0.7441	0.3568	0.7790	0.6746	0.6986
0.2057	47.89	17720	0.5940	0.6863	0.7949	0.8699	0.9365	0.8072	0.8506	0.4683	0.8947	0.8569	0.7498	0.8658	0.6692	0.7432	0.3744	0.7794	0.6750	0.6972
0.1724	47.95	17740	0.5831	0.6872	0.7950	0.8701	0.9323	0.8035	0.8605	0.4827	0.9031	0.8323	0.7508	0.8667	0.6696	0.7456	0.3780	0.7792	0.6732	0.6980
0.1173	48.0	17760	0.6074	0.6874	0.7990	0.8698	0.9319	0.8008	0.8714	0.4907	0.8939	0.8605	0.7435	0.8673	0.6719	0.7454	0.3795	0.7793	0.6723	0.6961
0.8592	48.05	17780	0.5757	0.6849	0.7921	0.8699	0.9348	0.8001	0.8577	0.4457	0.8958	0.8550	0.7555	0.8655	0.6690	0.7424	0.3621	0.7799	0.6757	0.6995
0.1753	48.11	17800	0.5664	0.6867	0.7929	0.8704	0.9332	0.7859	0.8596	0.4656	0.8998	0.8509	0.7554	0.8666	0.6685	0.7448	0.3710	0.7806	0.6761	0.6991
0.1293	48.16	17820	0.5801	0.6847	0.7894	0.8702	0.9362	0.7863	0.8680	0.4540	0.9021	0.8296	0.7498	0.8659	0.6696	0.7414	0.3637	0.7818	0.6726	0.6980
0.1466	48.22	17840	0.6018	0.6865	0.7967	0.8699	0.9352	0.8069	0.8598	0.4755	0.8944	0.8620	0.7429	0.8661	0.6711	0.7429	0.3759	0.7812	0.6732	0.6951
0.1305	48.27	17860	0.5926	0.6869	0.7944	0.8700	0.9330	0.7882	0.8580	0.4770	0.8985	0.8558	0.7502	0.8668	0.6682	0.7448	0.3776	0.7791	0.6749	0.6969
0.252	48.32	17880	0.6012	0.6852	0.7916	0.8692	0.9317	0.7725	0.8558	0.4697	0.8987	0.8640	0.7490	0.8667	0.6671	0.7437	0.3736	0.7775	0.6720	0.6959
0.176	48.38	17900	0.5816	0.6857	0.7896	0.8704	0.9382	0.7821	0.8497	0.4503	0.8985	0.8567	0.7516	0.8653	0.6686	0.7437	0.3667	0.7814	0.6756	0.6984
0.1354	48.43	17920	0.5885	0.6866	0.7965	0.8698	0.9383	0.7939	0.8655	0.4795	0.8873	0.8632	0.7481	0.8653	0.6703	0.7420	0.3758	0.7805	0.6744	0.6981
0.0773	48.49	17940	0.5890	0.6846	0.7979	0.8692	0.9380	0.8073	0.8778	0.4728	0.8817	0.8590	0.7486	0.8643	0.6719	0.7348	0.3646	0.7812	0.6761	0.6993
0.1057	48.54	17960	0.5929	0.6855	0.7928	0.8703	0.9382	0.8082	0.8636	0.4427	0.8942	0.8564	0.7460	0.8652	0.6748	0.7406	0.3605	0.7815	0.6761	0.6998
0.1428	48.59	17980	0.5724	0.6871	0.7995	0.8699	0.9311	0.8045	0.8725	0.4847	0.8916	0.8622	0.7498	0.8666	0.6723	0.7415	0.3745	0.7800	0.6748	0.6997
0.1607	48.65	18000	0.5906	0.6874	0.7968	0.8705	0.9340	0.8172	0.8630	0.4680	0.8982	0.8524	0.7449	0.8655	0.6750	0.7424	0.3728	0.7821	0.6742	0.6998
0.159	48.7	18020	0.6010	0.6882	0.8004	0.8701	0.9354	0.8119	0.8650	0.4949	0.8912	0.8634	0.7409	0.8658	0.6757	0.7414	0.3813	0.7810	0.6721	0.6999
0.8972	48.76	18040	0.5830	0.6852	0.7904	0.8705	0.9348	0.8012	0.8621	0.4320	0.9007	0.8526	0.7492	0.8659	0.6747	0.7424	0.3570	0.7810	0.6744	0.7008
0.1339	48.81	18060	0.5907	0.6863	0.7959	0.8700	0.9335	0.7957	0.8694	0.4691	0.8929	0.8591	0.7513	0.8662	0.6717	0.7408	0.3699	0.7802	0.6751	0.7005
0.1247	48.86	18080	0.5731	0.6889	0.7992	0.8706	0.9324	0.8044	0.8637	0.4928	0.8965	0.8554	0.7496	0.8665	0.6725	0.7444	0.3816	0.7807	0.6754	0.7010
0.2777	48.92	18100	0.5914	0.6881	0.7955	0.8706	0.9306	0.7950	0.8613	0.4777	0.9030	0.8501	0.7509	0.8671	0.6716	0.7448	0.3763	0.7797	0.6759	0.7013
0.1174	48.97	18120	0.5918	0.6879	0.7934	0.8710	0.9356	0.8026	0.8500	0.4661	0.9041	0.8506	0.7451	0.8664	0.6750	0.7432	0.3734	0.7818	0.6741	0.7012
0.1679	49.03	18140	0.6104	0.6886	0.7963	0.8708	0.9340	0.8055	0.8518	0.4844	0.9041	0.8542	0.7403	0.8664	0.6750	0.7451	0.3803	0.7825	0.6717	0.6993
0.1887	49.08	18160	0.6064	0.6856	0.7934	0.8696	0.9332	0.7898	0.8612	0.4606	0.8952	0.8644	0.7493	0.8668	0.6719	0.7422	0.3693	0.7783	0.6729	0.6981
0.2318	49.14	18180	0.5992	0.6876	0.7973	0.8701	0.9329	0.8117	0.8590	0.4754	0.8966	0.8567	0.7490	0.8664	0.6727	0.7442	0.3777	0.7794	0.6744	0.6986
0.298	49.19	18200	0.5877	0.6846	0.7942	0.8695	0.9321	0.8075	0.8668	0.4455	0.8935	0.8625	0.7517	0.8663	0.6718	0.7405	0.3614	0.7788	0.6750	0.6985
0.0678	49.24	18220	0.5772	0.6867	0.7934	0.8705	0.9371	0.8053	0.8553	0.4609	0.8981	0.8475	0.7496	0.8654	0.6719	0.7419	0.3718	0.7813	0.6760	0.6989
0.156	49.3	18240	0.5871	0.6862	0.7925	0.8702	0.9372	0.8002	0.8573	0.4599	0.8979	0.8466	0.7483	0.8657	0.6720	0.7417	0.3707	0.7802	0.6745	0.6984
0.1281	49.35	18260	0.5737	0.6857	0.7913	0.8702	0.9357	0.7840	0.8605	0.4548	0.8979	0.8570	0.7494	0.8660	0.6711	0.7417	0.3669	0.7811	0.6754	0.6980
0.1969	49.41	18280	0.5778	0.6881	0.7983	0.8701	0.9323	0.7933	0.8588	0.4953	0.8948	0.8609	0.7525	0.8669	0.6693	0.7445	0.3819	0.7794	0.6754	0.6992
0.6113	49.46	18300	0.5947	0.6868	0.7978	0.8696	0.9324	0.7983	0.8647	0.4854	0.8932	0.8637	0.7466	0.8669	0.6712	0.7427	0.3775	0.7788	0.6726	0.6976
0.1182	49.51	18320	0.6038	0.6865	0.7949	0.8700	0.9366	0.8004	0.8610	0.4717	0.8948	0.8539	0.7455	0.8660	0.6720	0.7418	0.3743	0.7801	0.6738	0.6977
0.2847	49.57	18340	0.5843	0.6879	0.7966	0.8701	0.9318	0.7919	0.8567	0.4863	0.8970	0.8583	0.7545	0.8663	0.6683	0.7453	0.3815	0.7793	0.6757	0.6989
0.1221	49.62	18360	0.5991	0.6883	0.7973	0.8702	0.9357	0.8075	0.8487	0.4922	0.8977	0.8538	0.7456	0.8660	0.6707	0.7450	0.3860	0.7800	0.6730	0.6975
0.3461	49.68	18380	0.6064	0.6875	0.7930	0.8702	0.9378	0.7899	0.8451	0.4777	0.8990	0.8562	0.7456	0.8659	0.6714	0.7432	0.3807	0.7798	0.6736	0.6977
0.3113	49.73	18400	0.5789	0.6872	0.7957	0.8701	0.9312	0.8022	0.8621	0.4767	0.9000	0.8423	0.7555	0.8663	0.6698	0.7435	0.3764	0.7796	0.6755	0.6991
0.143	49.78	18420	0.5968	0.6831	0.7882	0.8699	0.9359	0.7844	0.8689	0.4298	0.8975	0.8514	0.7497	0.8661	0.6701	0.7386	0.3526	0.7804	0.6758	0.6983
0.1059	49.84	18440	0.6216	0.6848	0.7897	0.8704	0.9392	0.7951	0.8648	0.4421	0.9001	0.8480	0.7386	0.8656	0.6749	0.7390	0.3603	0.7832	0.6731	0.6977
0.1687	49.89	18460	0.5976	0.6875	0.7969	0.8700	0.9327	0.8021	0.8562	0.4814	0.8967	0.8616	0.7479	0.8665	0.6708	0.7448	0.3803	0.7790	0.6739	0.6973
0.1931	49.95	18480	0.6122	0.6876	0.7979	0.8699	0.9317	0.7972	0.8658	0.4922	0.8967	0.8553	0.7464	0.8671	0.6702	0.7440	0.3812	0.7790	0.6737	0.6980
0.1159	50.0	18500	0.6091	0.6876	0.7945	0.8704	0.9332	0.7904	0.8591	0.4778	0.9017	0.8549	0.7443	0.8671	0.6713	0.7452	0.3782	0.7799	0.6736	0.6978

Framework versions

Transformers 4.33.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.13.3

Как запустить

На своей GPU в ailist. Цена — по текущим предложениям провайдеров

GPU в ailist

Универсальный рантайм · image-segmentation

Можно запустить

Подбираем GPU…

Класс архитектуры: SegformerForSemanticSegmentation
Ревизия весов: f513940