Характеристики

Параметры: 113 млн
Архитектура: wavlm · dense

Ссылки

Hugging Face

wavlm-vindata-demo-dist

phongdtd

Распознавание речиАудио → текст3 профессии

Дообученная на датасете VINDATAVLSP модель WavLM для распознавания речи из аудио.

45скачиваний за 30 дней0лайковвеса обновлены17 фев 2022

Бенчмарки

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

Тесты пользователейпока нет

Никто ещё не опубликовал тест этой модели. Соберите бенчмарк из своих задач — результат появится здесь.

Добавьте модель в бенчмарк
Вместе с другими моделями категории «Распознавание речи» — сравнение идёт внутри одной категории.
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Запустите и опубликуйте
Модели ответят на каждую задачу, судья оценит ответы. Опубликованный результат появится на этой странице.

Открыть конструктор бенчмарка

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

wavlm-vindata-demo-dist — дообученная модель распознавания речи на базе microsoft/wavlm-base, разработанная автором репозитория phongdtd. Модель использует архитектуру WavLMForCTC и содержит 113,3 млн параметров.

Модель предназначена для преобразования аудио в текст и дообучена на наборе PHONGDTD/VINDATAVLSP — NA. В опубликованной оценке на тестовом наборе указаны Loss 3,4439 и WER 1,0; такое значение WER указывает на крайне низкое качество распознавания в этой оценке.

Репозиторий содержит веса PyTorch. Условия лицензирования в предоставленных данных не описаны.

Сценарии применения

транскрибация записей речи
преобразование аудиозаписей в текст
эксперименты с распознаванием речи на данных VINDATAVLSP

Ограничения

На оценочном наборе указана WER 1,0, что говорит о крайне низком качестве распознавания в приведённой оценке. Лицензия и подробные сведения о назначении модели не приведены в доступных данных.

Для каких профессий подходит3

Разделы каталога профессий, в задачах которых используется эта модель

Все профессии

I.9Универсальные способностиАудио и музыкаAI помогает анализировать, очищать, преобразовывать и создавать звук и музыку.15 задач4 835моделей I.15Универсальные способностиДоступность и ассистивные технологииAI помогает делать цифровую и физическую среду доступнее для людей с различными ограничениями.17 задач8 953модели II.8Разработка и данныеИнженерия данных и аналитикаAI помогает готовить надёжные данные и превращать их в понятную аналитику.22 задачи23 488моделей

Карточка модели

README от автора на Hugging Face, как он его опубликовал

Открыть на Hugging Face

wavlm-vindata-demo-dist

This model is a fine-tuned version of microsoft/wavlm-base on the PHONGDTD/VINDATAVLSP - NA dataset. It achieves the following results on the evaluation set:

Loss: 3.4439
Wer: 1.0

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: 0.0003
train_batch_size: 1
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 2
total_train_batch_size: 2
total_eval_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 15.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
4.0704	0.01	100	3.8768	1.0
3.6236	0.01	200	3.4611	1.0
6.597	0.02	300	3.4557	1.0
3.4744	0.03	400	3.4567	1.0
5.3992	0.04	500	3.4631	1.0
4.5348	0.04	600	3.4651	1.0
3.2457	0.05	700	3.4917	1.0
3.9245	0.06	800	3.4680	1.0
3.2904	0.07	900	3.4518	1.0
3.4768	0.07	1000	3.4506	1.0
3.2418	0.08	1100	3.4474	1.0
3.3111	0.09	1200	3.4684	1.0
3.986	0.09	1300	3.4465	1.0
4.3206	0.1	1400	3.4723	1.0
4.682	0.11	1500	3.4732	1.0
4.858	0.12	1600	3.4416	1.0
3.2949	0.12	1700	3.4481	1.0
3.4435	0.13	1800	3.4570	1.0
5.0695	0.14	1900	3.4448	1.0
3.4962	0.14	2000	3.4416	1.0
3.4891	0.15	2100	3.4455	1.0
4.1281	0.16	2200	3.4447	1.0
3.5956	0.17	2300	3.4512	1.0
3.6312	0.17	2400	3.4484	1.0
4.5383	0.18	2500	3.4435	1.0
6.1329	0.19	2600	3.4530	1.0
3.709	0.2	2700	3.4466	1.0
3.289	0.2	2800	3.4463	1.0
4.3301	0.21	2900	3.4418	1.0
4.6656	0.22	3000	3.4447	1.0
3.4288	0.22	3100	3.4715	1.0
3.5506	0.23	3200	3.4437	1.0
3.7497	0.24	3300	3.4910	1.0
3.5198	0.25	3400	3.4574	1.0
3.4183	0.25	3500	3.4607	1.0
4.5573	0.26	3600	3.4421	1.0
3.5737	0.27	3700	3.4481	1.0
4.9008	0.28	3800	3.4411	1.0
4.8725	0.28	3900	3.4422	1.0
3.5799	0.29	4000	3.4659	1.0
3.3257	0.3	4100	3.4519	1.0
3.6887	0.3	4200	3.4827	1.0
3.3037	0.31	4300	3.4632	1.0
5.5543	0.32	4400	3.4480	1.0
3.2898	0.33	4500	3.4404	1.0
3.2794	0.33	4600	3.4633	1.0
3.7896	0.34	4700	3.4439	1.0
3.6662	0.35	4800	3.4587	1.0
3.588	0.35	4900	3.4520	1.0
4.0535	0.36	5000	3.4450	1.0
3.4335	0.37	5100	3.4577	1.0
3.6317	0.38	5200	3.4443	1.0
5.2564	0.38	5300	3.4505	1.0
3.8781	0.39	5400	3.4418	1.0
4.6269	0.4	5500	3.4425	1.0
3.6095	0.41	5600	3.4581	1.0
4.6164	0.41	5700	3.4404	1.0
3.117	0.42	5800	3.4596	1.0
4.3939	0.43	5900	3.4401	1.0
3.5856	0.43	6000	3.4413	1.0
3.5187	0.44	6100	3.4452	1.0
4.7991	0.45	6200	3.4481	1.0
3.3905	0.46	6300	3.4420	1.0
3.5086	0.46	6400	3.4494	1.0
4.8217	0.47	6500	3.4477	1.0
3.3193	0.48	6600	3.4382	1.0
5.3482	0.49	6700	3.4580	1.0
3.3947	0.49	6800	3.4767	1.0
6.3352	0.5	6900	3.4476	1.0
3.4448	0.51	7000	3.4557	1.0
3.5358	0.51	7100	3.4438	1.0
3.3499	0.52	7200	3.4445	1.0
3.6932	0.53	7300	3.4463	1.0
6.9058	0.54	7400	3.4482	1.0
4.5514	0.54	7500	3.4422	1.0
3.517	0.55	7600	3.4505	1.0
7.4479	0.56	7700	3.4461	1.0
3.3761	0.56	7800	3.4511	1.0
4.5925	0.57	7900	3.4389	1.0
5.2682	0.58	8000	3.4563	1.0
5.6748	0.59	8100	3.4601	1.0
4.4335	0.59	8200	3.4439	1.0
5.1686	0.6	8300	3.4444	1.0
3.5245	0.61	8400	3.4629	1.0
4.9426	0.62	8500	3.4389	1.0
4.4654	0.62	8600	3.4427	1.0
3.5626	0.63	8700	3.4521	1.0
4.7086	0.64	8800	3.4489	1.0
3.238	0.64	8900	3.4478	1.0
4.2738	0.65	9000	3.4510	1.0
3.4468	0.66	9100	3.4411	1.0
3.2292	0.67	9200	3.4416	1.0
3.4972	0.67	9300	3.4643	1.0
7.3434	0.68	9400	3.4587	1.0
3.708	0.69	9500	3.4799	1.0
4.6466	0.69	9600	3.4490	1.0
3.3347	0.7	9700	3.4532	1.0
5.1486	0.71	9800	3.4427	1.0
3.6456	0.72	9900	3.4492	1.0
5.3904	0.72	10000	3.4497	1.0
4.8832	0.73	10100	3.4476	1.0
3.4482	0.74	10200	3.4539	1.0
3.617	0.75	10300	3.4547	1.0
5.4691	0.75	10400	3.4663	1.0
4.2759	0.76	10500	3.4401	1.0
8.2106	0.77	10600	3.4404	1.0
3.4894	0.77	10700	3.4426	1.0
3.6875	0.78	10800	3.4439	1.0
3.3277	0.79	10900	3.4446	1.0
4.5175	0.8	11000	3.4456	1.0
5.2161	0.8	11100	3.4388	1.0
3.5234	0.81	11200	3.4418	1.0
4.2212	0.82	11300	3.4392	1.0
3.6923	0.83	11400	3.4494	1.0
3.4863	0.83	11500	3.4572	1.0
6.3201	0.84	11600	3.4377	1.0
3.7543	0.85	11700	3.4533	1.0
3.3959	0.85	11800	3.4600	1.0
3.5691	0.86	11900	3.4673	1.0
3.49	0.87	12000	3.4407	1.0
7.1165	0.88	12100	3.4427	1.0
6.731	0.88	12200	3.4394	1.0
4.4682	0.89	12300	3.4407	1.0
3.3696	0.9	12400	3.4415	1.0
4.0241	0.9	12500	3.4454	1.0
3.521	0.91	12600	3.4379	1.0
5.5273	0.92	12700	3.4423	1.0
3.4781	0.93	12800	3.4635	1.0
3.4542	0.93	12900	3.4411	1.0
3.2363	0.94	13000	3.4396	1.0
5.3009	0.95	13100	3.4458	1.0
3.498	0.96	13200	3.4398	1.0
6.3325	0.96	13300	3.4514	1.0
3.5368	0.97	13400	3.4437	1.0
5.1164	0.98	13500	3.4623	1.0
3.6144	0.98	13600	3.4512	1.0
6.6018	0.99	13700	3.4493	1.0
3.7539	1.0	13800	3.4597	1.0
3.2903	1.01	13900	3.4813	1.0
3.3243	1.01	14000	3.4510	1.0
3.3485	1.02	14100	3.4389	1.0
3.6197	1.03	14200	3.4519	1.0
3.322	1.04	14300	3.4399	1.0
3.2897	1.04	14400	3.4378	1.0
3.3969	1.05	14500	3.4476	1.0
3.3289	1.06	14600	3.4646	1.0
3.3556	1.06	14700	3.4520	1.0
3.2527	1.07	14800	3.4575	1.0
3.4003	1.08	14900	3.4443	1.0
3.3171	1.09	15000	3.4434	1.0
3.4034	1.09	15100	3.4448	1.0
3.4363	1.1	15200	3.4560	1.0
3.3969	1.11	15300	3.4405	1.0
3.4134	1.11	15400	3.4408	1.0
3.5059	1.12	15500	3.4395	1.0
3.3963	1.13	15600	3.4488	1.0
3.2937	1.14	15700	3.4482	1.0
3.5635	1.14	15800	3.4621	1.0
3.4463	1.15	15900	3.4433	1.0
3.2588	1.16	16000	3.4434	1.0
3.3617	1.17	16100	3.4542	1.0
3.3721	1.17	16200	3.4388	1.0
3.3867	1.18	16300	3.4577	1.0
3.34	1.19	16400	3.4510	1.0
3.3676	1.19	16500	3.4434	1.0
3.5519	1.2	16600	3.4410	1.0
3.3129	1.21	16700	3.4507	1.0
3.3368	1.22	16800	3.4718	1.0
3.3107	1.22	16900	3.4439	1.0
3.2987	1.23	17000	3.4471	1.0
3.3102	1.24	17100	3.4435	1.0
3.2089	1.25	17200	3.4432	1.0
3.415	1.25	17300	3.4472	1.0
3.2884	1.26	17400	3.4388	1.0
3.3837	1.27	17500	3.4444	1.0
3.3181	1.27	17600	3.4438	1.0
3.3071	1.28	17700	3.4406	1.0
3.389	1.29	17800	3.4573	1.0
3.3246	1.3	17900	3.4580	1.0
3.3122	1.3	18000	3.4455	1.0
3.282	1.31	18100	3.4606	1.0
3.2671	1.32	18200	3.4378	1.0
3.3441	1.32	18300	3.4432	1.0
3.3115	1.33	18400	3.4458	1.0
3.3542	1.34	18500	3.4617	1.0
3.3924	1.35	18600	3.4549	1.0
3.4895	1.35	18700	3.4557	1.0
3.4071	1.36	18800	3.4462	1.0
3.3373	1.37	18900	3.4606	1.0
3.3497	1.38	19000	3.4458	1.0
3.3088	1.38	19100	3.4712	1.0
3.333	1.39	19200	3.4483	1.0
3.3773	1.4	19300	3.4455	1.0
3.357	1.4	19400	3.4379	1.0
3.3506	1.41	19500	3.4477	1.0
3.2944	1.42	19600	3.4478	1.0
3.241	1.43	19700	3.4492	1.0
3.4317	1.43	19800	3.4441	1.0
3.3478	1.44	19900	3.4385	1.0
3.3952	1.45	20000	3.4437	1.0
3.4808	1.46	20100	3.4644	1.0
3.3625	1.46	20200	3.4529	1.0
3.4842	1.47	20300	3.4524	1.0
3.3887	1.48	20400	3.4551	1.0
3.3198	1.48	20500	3.4433	1.0
3.3397	1.49	20600	3.4448	1.0
3.3173	1.5	20700	3.4590	1.0
3.3687	1.51	20800	3.4720	1.0
3.257	1.51	20900	3.4461	1.0
3.4451	1.52	21000	3.4541	1.0
3.2979	1.53	21100	3.4556	1.0
3.3566	1.53	21200	3.4438	1.0
3.3466	1.54	21300	3.4422	1.0
3.308	1.55	21400	3.4637	1.0
3.3952	1.56	21500	3.4435	1.0
3.4009	1.56	21600	3.4434	1.0
3.7952	1.57	21700	3.4675	1.0
3.3891	1.58	21800	3.4565	1.0
3.31	1.59	21900	3.4538	1.0
3.3186	1.59	22000	3.4492	1.0
3.3512	1.6	22100	3.4381	1.0
3.309	1.61	22200	3.4558	1.0
3.597	1.61	22300	3.4484	1.0
3.4474	1.62	22400	3.4574	1.0
3.3316	1.63	22500	3.4498	1.0
3.3909	1.64	22600	3.4384	1.0
3.6999	1.64	22700	3.4503	1.0
3.6071	1.65	22800	3.4578	1.0
3.2812	1.66	22900	3.4563	1.0
3.2921	1.67	23000	3.4564	1.0
3.3291	1.67	23100	3.4490	1.0
3.3454	1.68	23200	3.4403	1.0
3.4212	1.69	23300	3.4409	1.0
3.5481	1.69	23400	3.4534	1.0
3.2784	1.7	23500	3.4486	1.0
3.4625	1.71	23600	3.4413	1.0
3.2427	1.72	23700	3.4694	1.0
3.8438	1.72	23800	3.4444	1.0
3.4009	1.73	23900	3.4505	1.0
3.8029	1.74	24000	3.4712	1.0
3.36	1.74	24100	3.4552	1.0
3.2751	1.75	24200	3.4511	1.0
3.309	1.76	24300	3.4368	1.0
3.4597	1.77	24400	3.4517	1.0
3.2812	1.77	24500	3.4475	1.0
3.4425	1.78	24600	3.4413	1.0
3.3968	1.79	24700	3.4482	1.0
3.35	1.8	24800	3.4473	1.0
3.3156	1.8	24900	3.4435	1.0
3.3008	1.81	25000	3.4439	1.0
3.3365	1.82	25100	3.4382	1.0
3.5473	1.82	25200	3.4396	1.0
3.3568	1.83	25300	3.4577	1.0
3.28	1.84	25400	3.4458	1.0
3.4389	1.85	25500	3.4436	1.0
3.345	1.85	25600	3.4435	1.0
3.3295	1.86	25700	3.4428	1.0
4.4622	1.87	25800	3.4638	1.0
3.3717	1.88	25900	3.4450	1.0
3.3	1.88	26000	3.4616	1.0
3.3399	1.89	26100	3.4391	1.0
3.4243	1.9	26200	3.4375	1.0
3.326	1.9	26300	3.4533	1.0
3.3337	1.91	26400	3.4538	1.0
3.2655	1.92	26500	3.4460	1.0
3.2963	1.93	26600	3.4443	1.0
3.3967	1.93	26700	3.4392	1.0
3.3203	1.94	26800	3.4609	1.0
3.4581	1.95	26900	3.4388	1.0
3.2519	1.95	27000	3.4434	1.0
3.488	1.96	27100	3.4653	1.0
3.3446	1.97	27200	3.4465	1.0
3.4035	1.98	27300	3.4535	1.0
3.2898	1.98	27400	3.4442	1.0
3.3309	1.99	27500	3.4491	1.0
3.2765	2.0	27600	3.4477	1.0
3.3352	2.01	27700	3.4540	1.0
3.4456	2.01	27800	3.4602	1.0
3.6378	2.02	27900	3.4578	1.0
6.4491	2.03	28000	3.4494	1.0
6.1705	2.03	28100	3.4570	1.0
3.4253	2.04	28200	3.4504	1.0
3.4053	2.05	28300	3.4399	1.0
3.6719	2.06	28400	3.4464	1.0
3.2769	2.06	28500	3.4473	1.0
3.3132	2.07	28600	3.4484	1.0
3.3756	2.08	28700	3.4413	1.0
5.5583	2.08	28800	3.4411	1.0
3.6191	2.09	28900	3.4406	1.0
3.4681	2.1	29000	3.4461	1.0
4.463	2.11	29100	3.4409	1.0
3.4645	2.11	29200	3.4556	1.0
3.6549	2.12	29300	3.4545	1.0
3.437	2.13	29400	3.4410	1.0
3.5002	2.14	29500	3.4370	1.0
3.4375	2.14	29600	3.4407	1.0
3.3798	2.15	29700	3.4390	1.0
3.6778	2.16	29800	3.4386	1.0
3.4647	2.16	29900	3.4600	1.0
3.4328	2.17	30000	3.4492	1.0
3.4381	2.18	30100	3.4406	1.0
3.3253	2.19	30200	3.4461	1.0
3.4112	2.19	30300	3.4478	1.0
3.6158	2.2	30400	3.4482	1.0
3.5541	2.21	30500	3.4424	1.0
4.3339	2.22	30600	3.4432	1.0
3.818	2.22	30700	3.4453	1.0
3.8914	2.23	30800	3.4457	1.0
5.5706	2.24	30900	3.4605	1.0
4.3359	2.24	31000	3.4700	1.0
3.6418	2.25	31100	3.4558	1.0
3.4288	2.26	31200	3.4396	1.0
3.4512	2.27	31300	3.4411	1.0
3.3326	2.27	31400	3.4473	1.0
3.5872	2.28	31500	3.4400	1.0
3.5426	2.29	31600	3.4469	1.0
4.2227	2.29	31700	3.4499	1.0
3.5461	2.3	31800	3.4388	1.0
3.5507	2.31	31900	3.4503	1.0
3.5177	2.32	32000	3.4429	1.0
3.7237	2.32	32100	3.4617	1.0
3.3513	2.33	32200	3.4487	1.0
3.3827	2.34	32300	3.4678	1.0
3.3311	2.35	32400	3.4441	1.0
3.2852	2.35	32500	3.4433	1.0
3.5712	2.36	32600	3.4514	1.0
4.6259	2.37	32700	3.4520	1.0
3.8864	2.37	32800	3.4544	1.0
3.3284	2.38	32900	3.4444	1.0
3.6078	2.39	33000	3.4450	1.0
3.4026	2.4	33100	3.4454	1.0
3.7527	2.4	33200	3.4541	1.0
3.3741	2.41	33300	3.4386	1.0
3.4498	2.42	33400	3.4518	1.0
3.3424	2.43	33500	3.4554	1.0
4.8226	2.43	33600	3.4412	1.0
3.3503	2.44	33700	3.4434	1.0
3.509	2.45	33800	3.4393	1.0
3.586	2.45	33900	3.4375	1.0
3.5242	2.46	34000	3.4402	1.0
3.4351	2.47	34100	3.4389	1.0
3.4445	2.48	34200	3.4416	1.0
6.6676	2.48	34300	3.4571	1.0
4.3937	2.49	34400	3.4560	1.0
3.4177	2.5	34500	3.4482	1.0
3.3966	2.5	34600	3.4640	1.0
3.2845	2.51	34700	3.4538	1.0
3.438	2.52	34800	3.4555	1.0
3.3874	2.53	34900	3.4524	1.0
3.5068	2.53	35000	3.4448	1.0
4.2406	2.54	35100	3.4503	1.0
3.2986	2.55	35200	3.4538	1.0
3.4044	2.56	35300	3.4443	1.0
3.3105	2.56	35400	3.4391	1.0
3.4048	2.57	35500	3.4411	1.0
3.5645	2.58	35600	3.4488	1.0
3.4912	2.58	35700	3.4400	1.0
3.4028	2.59	35800	3.4390	1.0
3.4601	2.6	35900	3.4455	1.0
3.6066	2.61	36000	3.4441	1.0
4.5312	2.61	36100	3.4414	1.0
3.6372	2.62	36200	3.4421	1.0
4.1912	2.63	36300	3.4572	1.0
3.4793	2.64	36400	3.4419	1.0
4.5538	2.64	36500	3.4407	1.0
3.3823	2.65	36600	3.4446	1.0
3.3592	2.66	36700	3.4396	1.0
3.4974	2.66	36800	3.4529	1.0
3.4599	2.67	36900	3.4380	1.0
4.7097	2.68	37000	3.4654	1.0
6.7037	2.69	37100	3.4386	1.0
3.3465	2.69	37200	3.4652	1.0
4.9762	2.7	37300	3.4506	1.0
3.9189	2.71	37400	3.4427	1.0
3.4746	2.71	37500	3.4465	1.0
3.3842	2.72	37600	3.4470	1.0
3.2445	2.73	37700	3.4480	1.0
3.382	2.74	37800	3.4456	1.0
3.7279	2.74	37900	3.4431	1.0
3.4329	2.75	38000	3.4374	1.0
3.4607	2.76	38100	3.4447	1.0
3.2394	2.77	38200	3.4476	1.0
3.7795	2.77	38300	3.4380	1.0
3.4419	2.78	38400	3.4526	1.0
3.6452	2.79	38500	3.4428	1.0
3.3474	2.79	38600	3.4424	1.0
3.4645	2.8	38700	3.4479	1.0
4.1143	2.81	38800	3.4580	1.0
4.6453	2.82	38900	3.4585	1.0
4.022	2.82	39000	3.4567	1.0
4.3049	2.83	39100	3.4377	1.0
3.3382	2.84	39200	3.4413	1.0
3.6022	2.85	39300	3.4548	1.0
4.4217	2.85	39400	3.4411	1.0
3.5139	2.86	39500	3.4552	1.0
3.1215	2.87	39600	3.4471	1.0
3.4514	2.87	39700	3.4378	1.0
4.822	2.88	39800	3.4605	1.0
5.6699	2.89	39900	3.4489	1.0
3.4183	2.9	40000	3.4644	1.0
5.7492	2.9	40100	3.4514	1.0
3.2879	2.91	40200	3.4543	1.0
3.3076	2.92	40300	3.4450	1.0
5.2845	2.92	40400	3.4459	1.0
3.7927	2.93	40500	3.4481	1.0
7.1549	2.94	40600	3.4554	1.0
3.4544	2.95	40700	3.4486	1.0
3.2332	2.95	40800	3.4415	1.0
3.3714	2.96	40900	3.4521	1.0
3.5205	2.97	41000	3.4395	1.0
4.6267	2.98	41100	3.4622	1.0
6.7747	2.98	41200	3.4407	1.0
3.3091	2.99	41300	3.4422	1.0
3.7135	3.0	41400	3.4383	1.0
3.6261	3.0	41500	3.4482	1.0
3.3323	3.01	41600	3.4366	1.0
3.4544	3.02	41700	3.4376	1.0
3.6486	3.03	41800	3.4511	1.0
3.3333	3.03	41900	3.4397	1.0
3.35	3.04	42000	3.4486	1.0
3.3522	3.05	42100	3.4626	1.0
3.4359	3.06	42200	3.4462	1.0
3.4548	3.06	42300	3.4435	1.0
3.2711	3.07	42400	3.4450	1.0
3.2679	3.08	42500	3.4394	1.0
3.3703	3.08	42600	3.4539	1.0
3.3846	3.09	42700	3.4443	1.0
3.334	3.1	42800	3.4384	1.0
3.3429	3.11	42900	3.4625	1.0
3.282	3.11	43000	3.4419	1.0
3.3503	3.12	43100	3.4653	1.0
3.4923	3.13	43200	3.4380	1.0
3.4309	3.13	43300	3.4534	1.0
3.3292	3.14	43400	3.4448	1.0
3.4219	3.15	43500	3.4665	1.0
3.3848	3.16	43600	3.4473	1.0
3.3004	3.16	43700	3.4509	1.0
3.2002	3.17	43800	3.4493	1.0
3.2654	3.18	43900	3.4384	1.0
3.3394	3.19	44000	3.4388	1.0
3.2365	3.19	44100	3.4491	1.0
3.2846	3.2	44200	3.4404	1.0
3.3973	3.21	44300	3.4426	1.0
3.3367	3.21	44400	3.4690	1.0
3.2747	3.22	44500	3.4378	1.0
3.4307	3.23	44600	3.4395	1.0
3.3685	3.24	44700	3.4431	1.0
3.321	3.24	44800	3.4557	1.0
3.3541	3.25	44900	3.4489	1.0
3.2282	3.26	45000	3.4393	1.0
3.3811	3.27	45100	3.4463	1.0
3.3014	3.27	45200	3.4505	1.0
3.3617	3.28	45300	3.4475	1.0
3.3953	3.29	45400	3.4430	1.0
3.3999	3.29	45500	3.4417	1.0
3.4098	3.3	45600	3.4503	1.0
3.1994	3.31	45700	3.4414	1.0
3.2185	3.32	45800	3.4485	1.0
3.2554	3.32	45900	3.4477	1.0
3.4302	3.33	46000	3.4508	1.0
3.366	3.34	46100	3.4440	1.0
3.4143	3.34	46200	3.4382	1.0
4.318	3.35	46300	3.4524	1.0
3.4233	3.36	46400	3.4451	1.0
3.3492	3.37	46500	3.4526	1.0
3.2399	3.37	46600	3.4462	1.0
3.421	3.38	46700	3.4432	1.0
3.2847	3.39	46800	3.4419	1.0
3.4062	3.4	46900	3.4405	1.0
3.3822	3.4	47000	3.4434	1.0
3.2789	3.41	47100	3.4444	1.0
3.2508	3.42	47200	3.4501	1.0
3.3867	3.42	47300	3.4498	1.0
3.3275	3.43	47400	3.4505	1.0
3.424	3.44	47500	3.4448	1.0
3.2418	3.45	47600	3.4450	1.0
3.3037	3.45	47700	3.4493	1.0
3.2562	3.46	47800	3.4466	1.0
3.3241	3.47	47900	3.4385	1.0
3.5569	3.47	48000	3.4427	1.0
3.298	3.48	48100	3.4667	1.0
3.3401	3.49	48200	3.4440	1.0
3.2824	3.5	48300	3.4427	1.0
3.3829	3.5	48400	3.4398	1.0
3.3595	3.51	48500	3.4421	1.0
3.286	3.52	48600	3.4517	1.0
3.3494	3.53	48700	3.4429	1.0
3.3507	3.53	48800	3.4422	1.0
3.3598	3.54	48900	3.4439	1.0
3.3141	3.55	49000	3.4544	1.0
3.4548	3.55	49100	3.4415	1.0
3.3278	3.56	49200	3.4474	1.0
3.4088	3.57	49300	3.4498	1.0
3.4046	3.58	49400	3.4554	1.0
3.2847	3.58	49500	3.4393	1.0
3.3162	3.59	49600	3.4594	1.0
3.2493	3.6	49700	3.4514	1.0
3.3466	3.61	49800	3.4514	1.0
3.3279	3.61	49900	3.4462	1.0
3.29	3.62	50000	3.4466	1.0
3.2374	3.63	50100	3.4575	1.0
3.3499	3.63	50200	3.4392	1.0
3.251	3.64	50300	3.4556	1.0
3.3692	3.65	50400	3.4498	1.0
3.3743	3.66	50500	3.4569	1.0
3.3662	3.66	50600	3.4463	1.0
3.302	3.67	50700	3.4445	1.0
3.2863	3.68	50800	3.4475	1.0
3.4266	3.68	50900	3.4370	1.0
3.2988	3.69	51000	3.4476	1.0
3.9581	3.7	51100	3.4382	1.0
3.4516	3.71	51200	3.4526	1.0
3.4259	3.71	51300	3.4414	1.0
3.3913	3.72	51400	3.4386	1.0
3.3606	3.73	51500	3.4458	1.0
3.4698	3.74	51600	3.4450	1.0
3.4285	3.74	51700	3.4493	1.0
3.265	3.75	51800	3.4369	1.0
3.4819	3.76	51900	3.4472	1.0
3.2869	3.76	52000	3.4580	1.0
3.2663	3.77	52100	3.4469	1.0
3.4325	3.78	52200	3.4423	1.0
3.3355	3.79	52300	3.4411	1.0
3.4324	3.79	52400	3.4456	1.0
3.3105	3.8	52500	3.4389	1.0
3.3588	3.81	52600	3.4403	1.0
3.3524	3.82	52700	3.4458	1.0
3.2466	3.82	52800	3.4447	1.0
3.2375	3.83	52900	3.4448	1.0
3.4006	3.84	53000	3.4456	1.0
3.3572	3.84	53100	3.4427	1.0
3.6162	3.85	53200	3.4379	1.0
3.3351	3.86	53300	3.4482	1.0
3.7101	3.87	53400	3.4393	1.0
3.3836	3.87	53500	3.4474	1.0
3.3357	3.88	53600	3.4573	1.0
3.3434	3.89	53700	3.4475	1.0
3.3349	3.89	53800	3.4659	1.0
3.3474	3.9	53900	3.4411	1.0
3.4007	3.91	54000	3.4446	1.0
3.4218	3.92	54100	3.4406	1.0
3.2115	3.92	54200	3.4422	1.0
3.2726	3.93	54300	3.4383	1.0
3.2999	3.94	54400	3.4423	1.0
3.3657	3.95	54500	3.4377	1.0
3.4015	3.95	54600	3.4433	1.0
3.3373	3.96	54700	3.4457	1.0
4.9872	3.97	54800	3.4420	1.0
3.3221	3.97	54900	3.4501	1.0
3.8059	3.98	55000	3.4501	1.0
3.2628	3.99	55100	3.4511	1.0
3.3822	4.0	55200	3.4409	1.0
3.5464	4.0	55300	3.4527	1.0
3.3661	4.01	55400	3.4436	1.0
3.4146	4.02	55500	3.4458	1.0
3.5756	4.03	55600	3.4409	1.0
3.3945	4.03	55700	3.4378	1.0
4.5275	4.04	55800	3.4558	1.0
3.7913	4.05	55900	3.4523	1.0
3.4445	4.05	56000	3.4446	1.0
3.51	4.06	56100	3.4488	1.0
6.5935	4.07	56200	3.4497	1.0
3.3548	4.08	56300	3.4443	1.0
3.4544	4.08	56400	3.4547	1.0
3.4206	4.09	56500	3.4476	1.0
3.3979	4.1	56600	3.4459	1.0
3.296	4.1	56700	3.4461	1.0
3.7186	4.11	56800	3.4407	1.0
3.8726	4.12	56900	3.4498	1.0
3.6704	4.13	57000	3.4535	1.0
3.4735	4.13	57100	3.4470	1.0
3.399	4.14	57200	3.4461	1.0
3.3507	4.15	57300	3.4405	1.0
3.3948	4.16	57400	3.4582	1.0
3.613	4.16	57500	3.4462	1.0
3.3553	4.17	57600	3.4507	1.0
3.5798	4.18	57700	3.4476	1.0
7.6315	4.18	57800	3.4412	1.0
3.4873	4.19	57900	3.4605	1.0
3.3193	4.2	58000	3.4458	1.0
3.4065	4.21	58100	3.4368	1.0
3.4813	4.21	58200	3.4464	1.0
3.2523	4.22	58300	3.4601	1.0
3.3384	4.23	58400	3.4449	1.0
3.2839	4.24	58500	3.4544	1.0
3.4564	4.24	58600	3.4412	1.0
3.3995	4.25	58700	3.4408	1.0
3.2107	4.26	58800	3.4463	1.0
4.0565	4.26	58900	3.4402	1.0
3.6744	4.27	59000	3.4537	1.0
3.3658	4.28	59100	3.4435	1.0
3.8134	4.29	59200	3.4491	1.0
3.3783	4.29	59300	3.4480	1.0
3.6206	4.3	59400	3.4403	1.0
3.4018	4.31	59500	3.4433	1.0
3.2325	4.31	59600	3.4419	1.0
3.3935	4.32	59700	3.4420	1.0
3.9773	4.33	59800	3.4477	1.0
3.3477	4.34	59900	3.4557	1.0
3.4817	4.34	60000	3.4421	1.0
3.8685	4.35	60100	3.4470	1.0
3.679	4.36	60200	3.4457	1.0
5.3659	4.37	60300	3.4416	1.0
3.2615	4.37	60400	3.4415	1.0
3.6087	4.38	60500	3.4398	1.0
4.1801	4.39	60600	3.4532	1.0
5.013	4.39	60700	3.4465	1.0
3.333	4.4	60800	3.4498	1.0
3.4247	4.41	60900	3.4542	1.0
3.424	4.42	61000	3.4436	1.0
3.317	4.42	61100	3.4405	1.0
3.4018	4.43	61200	3.4467	1.0
7.2156	4.44	61300	3.4436	1.0
3.3726	4.45	61400	3.4473	1.0
3.2895	4.45	61500	3.4400	1.0
3.2293	4.46	61600	3.4536	1.0
3.8397	4.47	61700	3.4489	1.0
3.3358	4.47	61800	3.4443	1.0
3.4085	4.48	61900	3.4472	1.0
3.4413	4.49	62000	3.4421	1.0
3.4222	4.5	62100	3.4480	1.0
3.4665	4.5	62200	3.4435	1.0
3.4058	4.51	62300	3.4399	1.0
3.4228	4.52	62400	3.4457	1.0
3.3362	4.52	62500	3.4453	1.0
4.3383	4.53	62600	3.4564	1.0
3.2802	4.54	62700	3.4392	1.0
5.0224	4.55	62800	3.4491	1.0
4.1092	4.55	62900	3.4400	1.0
3.6467	4.56	63000	3.4454	1.0
3.4197	4.57	63100	3.4411	1.0
3.4549	4.58	63200	3.4464	1.0
3.2333	4.58	63300	3.4454	1.0
3.3108	4.59	63400	3.4437	1.0
3.3897	4.6	63500	3.4382	1.0
3.2956	4.6	63600	3.4478	1.0
3.4244	4.61	63700	3.4439	1.0
4.3236	4.62	63800	3.4400	1.0
3.263	4.63	63900	3.4542	1.0
3.5322	4.63	64000	3.4548	1.0
3.613	4.64	64100	3.4442	1.0
3.7147	4.65	64200	3.4396	1.0
3.6781	4.66	64300	3.4444	1.0
3.1597	4.66	64400	3.4642	1.0
4.8173	4.67	64500	3.4397	1.0
3.7878	4.68	64600	3.4529	1.0
3.3288	4.68	64700	3.4423	1.0
3.3931	4.69	64800	3.4376	1.0
5.6842	4.7	64900	3.4396	1.0
3.62	4.71	65000	3.4419	1.0
3.3742	4.71	65100	3.4419	1.0
3.3207	4.72	65200	3.4392	1.0
3.6216	4.73	65300	3.4369	1.0
3.2954	4.73	65400	3.4461	1.0
3.3943	4.74	65500	3.4442	1.0
3.5041	4.75	65600	3.4433	1.0
3.5168	4.76	65700	3.4529	1.0
3.3715	4.76	65800	3.4446	1.0
3.3734	4.77	65900	3.4507	1.0
10.6923	4.78	66000	3.4468	1.0
3.4432	4.79	66100	3.4400	1.0
3.5521	4.79	66200	3.4573	1.0
4.9372	4.8	66300	3.4400	1.0
3.48	4.81	66400	3.4374	1.0
3.1794	4.81	66500	3.4379	1.0
3.4121	4.82	66600	3.4364	1.0
3.581	4.83	66700	3.4444	1.0
3.1135	4.84	66800	3.4380	1.0
3.4506	4.84	66900	3.4595	1.0
3.3243	4.85	67000	3.4433	1.0
3.3814	4.86	67100	3.4550	1.0
3.3557	4.86	67200	3.4374	1.0
3.2991	4.87	67300	3.4423	1.0
3.8854	4.88	67400	3.4398	1.0
3.7073	4.89	67500	3.4425	1.0
3.3739	4.89	67600	3.4492	1.0
3.435	4.9	67700	3.4512	1.0
10.5515	4.91	67800	3.4512	1.0
3.5227	4.92	67900	3.4493	1.0
3.2475	4.92	68000	3.4413	1.0
3.3387	4.93	68100	3.4474	1.0
3.365	4.94	68200	3.4426	1.0
4.1377	4.94	68300	3.4457	1.0
3.9188	4.95	68400	3.4437	1.0
3.5646	4.96	68500	3.4438	1.0
3.3686	4.97	68600	3.4477	1.0
3.1943	4.97	68700	3.4508	1.0
3.3747	4.98	68800	3.4453	1.0
3.8971	4.99	68900	3.4560	1.0
3.9434	5.0	69000	3.4457	1.0
3.3862	5.0	69100	3.4575	1.0
3.2693	5.01	69200	3.4436	1.0
3.2971	5.02	69300	3.4494	1.0
3.3175	5.02	69400	3.4432	1.0
3.3889	5.03	69500	3.4371	1.0
3.382	5.04	69600	3.4426	1.0
3.3396	5.05	69700	3.4383	1.0
3.5613	5.05	69800	3.4472	1.0
3.4392	5.06	69900	3.4437	1.0
3.2599	5.07	70000	3.4544	1.0
3.2819	5.07	70100	3.4459	1.0
3.3131	5.08	70200	3.4552	1.0
3.3471	5.09	70300	3.4513	1.0
3.4194	5.1	70400	3.4446	1.0
3.3565	5.1	70500	3.4424	1.0
3.3411	5.11	70600	3.4482	1.0
3.3473	5.12	70700	3.4514	1.0
3.3197	5.13	70800	3.4491	1.0
3.3466	5.13	70900	3.4573	1.0
3.3856	5.14	71000	3.4420	1.0
3.1905	5.15	71100	3.4469	1.0
3.3756	5.15	71200	3.4467	1.0
3.3498	5.16	71300	3.4479	1.0
3.3914	5.17	71400	3.4426	1.0
3.3885	5.18	71500	3.4419	1.0
3.4713	5.18	71600	3.4434	1.0
3.4077	5.19	71700	3.4472	1.0
3.3633	5.2	71800	3.4443	1.0
3.3677	5.21	71900	3.4413	1.0
3.3545	5.21	72000	3.4491	1.0
3.3415	5.22	72100	3.4423	1.0
3.3796	5.23	72200	3.4420	1.0
3.4989	5.23	72300	3.4415	1.0
3.3875	5.24	72400	3.4453	1.0
3.3728	5.25	72500	3.4534	1.0
3.3134	5.26	72600	3.4396	1.0
3.3634	5.26	72700	3.4472	1.0
3.2482	5.27	72800	3.4448	1.0
3.299	5.28	72900	3.4571	1.0
3.3579	5.28	73000	3.4440	1.0
3.6011	5.29	73100	3.4507	1.0
3.2451	5.3	73200	3.4430	1.0
3.399	5.31	73300	3.4443	1.0
3.3605	5.31	73400	3.4525	1.0
3.3511	5.32	73500	3.4520	1.0
3.3946	5.33	73600	3.4402	1.0
3.3602	5.34	73700	3.4383	1.0
3.3105	5.34	73800	3.4492	1.0
3.3346	5.35	73900	3.4428	1.0
3.4219	5.36	74000	3.4534	1.0
3.3491	5.36	74100	3.4603	1.0
3.4207	5.37	74200	3.4512	1.0
3.2418	5.38	74300	3.4474	1.0
3.2637	5.39	74400	3.4402	1.0
3.4331	5.39	74500	3.4576	1.0
3.3483	5.4	74600	3.4518	1.0
3.2825	5.41	74700	3.4526	1.0
3.5443	5.42	74800	3.4380	1.0
3.3637	5.42	74900	3.4525	1.0
3.2016	5.43	75000	3.4483	1.0
3.3641	5.44	75100	3.4389	1.0
3.3869	5.44	75200	3.4511	1.0
3.2595	5.45	75300	3.4498	1.0
3.401	5.46	75400	3.4496	1.0
3.4416	5.47	75500	3.4502	1.0
3.3949	5.47	75600	3.4400	1.0
3.279	5.48	75700	3.4461	1.0
3.343	5.49	75800	3.4419	1.0
3.3848	5.49	75900	3.4470	1.0
3.3605	5.5	76000	3.4430	1.0
3.2786	5.51	76100	3.4479	1.0
3.4013	5.52	76200	3.4469	1.0
3.2064	5.52	76300	3.4420	1.0
3.5022	5.53	76400	3.4475	1.0
3.3093	5.54	76500	3.4431	1.0
3.3647	5.55	76600	3.4392	1.0
3.3971	5.55	76700	3.4434	1.0
3.3352	5.56	76800	3.4485	1.0
3.3756	5.57	76900	3.4453	1.0
3.2675	5.57	77000	3.4456	1.0
3.3187	5.58	77100	3.4471	1.0
3.3915	5.59	77200	3.4434	1.0
3.522	5.6	77300	3.4579	1.0
3.3715	5.6	77400	3.4459	1.0
3.2879	5.61	77500	3.4450	1.0
3.4566	5.62	77600	3.4446	1.0
3.3802	5.63	77700	3.4458	1.0
3.3286	5.63	77800	3.4417	1.0
3.3506	5.64	77900	3.4582	1.0
3.3646	5.65	78000	3.4382	1.0
3.3679	5.65	78100	3.4399	1.0
3.2344	5.66	78200	3.4389	1.0
3.362	5.67	78300	3.4528	1.0
3.3598	5.68	78400	3.4411	1.0
3.4368	5.68	78500	3.4416	1.0
3.3668	5.69	78600	3.4501	1.0
3.4889	5.7	78700	3.4469	1.0
3.5421	5.7	78800	3.4499	1.0
3.4562	5.71	78900	3.4489	1.0
3.4175	5.72	79000	3.4456	1.0
3.3624	5.73	79100	3.4457	1.0
3.338	5.73	79200	3.4480	1.0
3.2783	5.74	79300	3.4398	1.0
3.3664	5.75	79400	3.4454	1.0
3.3883	5.76	79500	3.4511	1.0
3.3578	5.76	79600	3.4480	1.0
3.2831	5.77	79700	3.4425	1.0
3.5258	5.78	79800	3.4522	1.0
3.2697	5.78	79900	3.4398	1.0
3.291	5.79	80000	3.4395	1.0
3.3994	5.8	80100	3.4401	1.0
3.3379	5.81	80200	3.4414	1.0
3.334	5.81	80300	3.4576	1.0
3.4343	5.82	80400	3.4524	1.0
3.3857	5.83	80500	3.4445	1.0
3.3657	5.84	80600	3.4437	1.0
3.3229	5.84	80700	3.4539	1.0
3.2913	5.85	80800	3.4466	1.0
3.2929	5.86	80900	3.4471	1.0
3.4581	5.86	81000	3.4367	1.0
3.3521	5.87	81100	3.4395	1.0
3.6423	5.88	81200	3.4395	1.0
3.3993	5.89	81300	3.4488	1.0
3.3382	5.89	81400	3.4626	1.0
3.2858	5.9	81500	3.4393	1.0
3.3802	5.91	81600	3.4430	1.0
3.4808	5.91	81700	3.4421	1.0
3.2911	5.92	81800	3.4458	1.0
3.199	5.93	81900	3.4411	1.0
3.7089	5.94	82000	3.4402	1.0
3.32	5.94	82100	3.4524	1.0
3.2283	5.95	82200	3.4465	1.0
3.3001	5.96	82300	3.4429	1.0
3.33	5.97	82400	3.4535	1.0
3.3269	5.97	82500	3.4445	1.0
3.3572	5.98	82600	3.4459	1.0
3.2905	5.99	82700	3.4475	1.0
3.4236	5.99	82800	3.4455	1.0
4.1378	6.0	82900	3.4454	1.0
3.4648	6.01	83000	3.4569	1.0
3.2289	6.02	83100	3.4562	1.0
3.511	6.02	83200	3.4452	1.0
5.6152	6.03	83300	3.4684	1.0
3.2102	6.04	83400	3.4555	1.0
3.389	6.05	83500	3.4429	1.0
3.773	6.05	83600	3.4436	1.0
3.3612	6.06	83700	3.4383	1.0
3.316	6.07	83800	3.4421	1.0
3.4754	6.07	83900	3.4444	1.0
3.4536	6.08	84000	3.4461	1.0
3.4987	6.09	84100	3.4441	1.0
3.5025	6.1	84200	3.4423	1.0
3.167	6.1	84300	3.4381	1.0
3.3875	6.11	84400	3.4458	1.0
3.3446	6.12	84500	3.4491	1.0
3.4824	6.12	84600	3.4476	1.0
3.4264	6.13	84700	3.4443	1.0
3.3786	6.14	84800	3.4391	1.0
3.3554	6.15	84900	3.4447	1.0
3.2566	6.15	85000	3.4410	1.0
3.7839	6.16	85100	3.4471	1.0
10.7563	6.17	85200	3.4516	1.0
3.501	6.18	85300	3.4458	1.0
3.3805	6.18	85400	3.4441	1.0
3.3758	6.19	85500	3.4384	1.0
3.4565	6.2	85600	3.4457	1.0
3.3889	6.2	85700	3.4542	1.0
3.6664	6.21	85800	3.4572	1.0
3.4372	6.22	85900	3.4442	1.0
3.3461	6.23	86000	3.4430	1.0
3.3446	6.23	86100	3.4410	1.0
4.1477	6.24	86200	3.4521	1.0
3.2528	6.25	86300	3.4441	1.0
5.4615	6.25	86400	3.4386	1.0
3.3977	6.26	86500	3.4507	1.0
3.3648	6.27	86600	3.4488	1.0
3.875	6.28	86700	3.4477	1.0
3.8437	6.28	86800	3.4421	1.0
3.2904	6.29	86900	3.4458	1.0
3.6029	6.3	87000	3.4536	1.0
3.2774	6.31	87100	3.4452	1.0
3.3557	6.31	87200	3.4491	1.0
3.344	6.32	87300	3.4550	1.0
3.1771	6.33	87400	3.4414	1.0
3.2468	6.33	87500	3.4407	1.0
3.3878	6.34	87600	3.4409	1.0
3.3175	6.35	87700	3.4402	1.0
3.3398	6.36	87800	3.4422	1.0
3.3925	6.36	87900	3.4480	1.0
3.2327	6.37	88000	3.4380	1.0
3.5039	6.38	88100	3.4449	1.0
4.6598	6.39	88200	3.4443	1.0
3.2816	6.39	88300	3.4471	1.0
3.2072	6.4	88400	3.4370	1.0
3.2164	6.41	88500	3.4455	1.0
3.1742	6.41	88600	3.4416	1.0
3.298	6.42	88700	3.4424	1.0
4.2488	6.43	88800	3.4485	1.0
3.3554	6.44	88900	3.4421	1.0
3.469	6.44	89000	3.4442	1.0
3.7796	6.45	89100	3.4478	1.0
3.357	6.46	89200	3.4493	1.0
3.3099	6.46	89300	3.4422	1.0
3.343	6.47	89400	3.4484	1.0
3.1808	6.48	89500	3.4493	1.0
3.3544	6.49	89600	3.4404	1.0
3.2563	6.49	89700	3.4427	1.0
4.8257	6.5	89800	3.4409	1.0
3.3544	6.51	89900	3.4435	1.0
3.3013	6.52	90000	3.4442	1.0
3.4374	6.52	90100	3.4389	1.0
3.3702	6.53	90200	3.4461	1.0
3.8491	6.54	90300	3.4469	1.0
3.3713	6.54	90400	3.4456	1.0
3.36	6.55	90500	3.4600	1.0
3.4559	6.56	90600	3.4541	1.0
3.9838	6.57	90700	3.4411	1.0
3.3675	6.57	90800	3.4448	1.0
3.3384	6.58	90900	3.4437	1.0
3.3098	6.59	91000	3.4401	1.0
3.344	6.6	91100	3.4412	1.0
3.3974	6.6	91200	3.4383	1.0
3.3255	6.61	91300	3.4468	1.0
3.3193	6.62	91400	3.4410	1.0
3.3432	6.62	91500	3.4429	1.0
3.5861	6.63	91600	3.4501	1.0
3.4078	6.64	91700	3.4466	1.0
3.4045	6.65	91800	3.4507	1.0
3.2148	6.65	91900	3.4440	1.0
3.446	6.66	92000	3.4431	1.0
3.2581	6.67	92100	3.4421	1.0
3.4569	6.67	92200	3.4477	1.0
3.3271	6.68	92300	3.4384	1.0
3.3428	6.69	92400	3.4379	1.0
5.7004	6.7	92500	3.4444	1.0
3.3441	6.7	92600	3.4525	1.0
3.4577	6.71	92700	3.4529	1.0
3.2188	6.72	92800	3.4386	1.0
3.3738	6.73	92900	3.4421	1.0
3.309	6.73	93000	3.4421	1.0
3.6994	6.74	93100	3.4476	1.0
3.4694	6.75	93200	3.4479	1.0
3.6629	6.75	93300	3.4433	1.0
3.2603	6.76	93400	3.4455	1.0
3.5258	6.77	93500	3.4466	1.0
3.3443	6.78	93600	3.4444	1.0
3.3363	6.78	93700	3.4389	1.0
3.8168	6.79	93800	3.4411	1.0
3.4222	6.8	93900	3.4447	1.0
3.6458	6.81	94000	3.4432	1.0
3.246	6.81	94100	3.4473	1.0
3.5288	6.82	94200	3.4468	1.0
3.4141	6.83	94300	3.4379	1.0
3.3348	6.83	94400	3.4394	1.0
3.3027	6.84	94500	3.4433	1.0
3.7383	6.85	94600	3.4431	1.0
3.2835	6.86	94700	3.4385	1.0
3.3132	6.86	94800	3.4435	1.0
3.5486	6.87	94900	3.4457	1.0
3.2407	6.88	95000	3.4401	1.0
5.9865	6.88	95100	3.4526	1.0
3.7244	6.89	95200	3.4456	1.0
3.4583	6.9	95300	3.4419	1.0
3.3585	6.91	95400	3.4406	1.0
3.3433	6.91	95500	3.4582	1.0
3.3487	6.92	95600	3.4446	1.0
3.2941	6.93	95700	3.4538	1.0
3.4637	6.94	95800	3.4380	1.0
3.6811	6.94	95900	3.4385	1.0
3.3364	6.95	96000	3.4476	1.0
3.3127	6.96	96100	3.4376	1.0
3.301	6.96	96200	3.4442	1.0
3.407	6.97	96300	3.4419	1.0
3.3103	6.98	96400	3.4444	1.0
3.514	6.99	96500	3.4496	1.0
3.257	6.99	96600	3.4499	1.0
3.4131	7.0	96700	3.4408	1.0
3.3395	7.01	96800	3.4395	1.0
3.3651	7.02	96900	3.4373	1.0
3.4559	7.02	97000	3.4431	1.0
3.8799	7.03	97100	3.4419	1.0
3.4603	7.04	97200	3.4411	1.0
3.3208	7.04	97300	3.4413	1.0
3.3491	7.05	97400	3.4389	1.0
3.3667	7.06	97500	3.4447	1.0
3.3628	7.07	97600	3.4418	1.0
3.322	7.07	97700	3.4448	1.0
3.4562	7.08	97800	3.4479	1.0
3.2331	7.09	97900	3.4522	1.0
3.4535	7.09	98000	3.4465	1.0
3.3035	7.1	98100	3.4444	1.0
3.3541	7.11	98200	3.4380	1.0
3.2874	7.12	98300	3.4413	1.0
3.4224	7.12	98400	3.4519	1.0
3.4403	7.13	98500	3.4447	1.0
3.2964	7.14	98600	3.4424	1.0
3.297	7.15	98700	3.4403	1.0
3.3279	7.15	98800	3.4469	1.0
3.3393	7.16	98900	3.4477	1.0
3.3377	7.17	99000	3.4437	1.0
3.3256	7.17	99100	3.4376	1.0
3.383	7.18	99200	3.4397	1.0
3.3298	7.19	99300	3.4414	1.0
5.1176	7.2	99400	3.4438	1.0
3.2854	7.2	99500	3.4463	1.0
3.3177	7.21	99600	3.4558	1.0
3.3946	7.22	99700	3.4420	1.0
3.3175	7.23	99800	3.4485	1.0
3.3535	7.23	99900	3.4416	1.0
3.332	7.24	100000	3.4375	1.0
3.2779	7.25	100100	3.4437	1.0
3.2977	7.25	100200	3.4438	1.0
3.3777	7.26	100300	3.4448	1.0
3.3096	7.27	100400	3.4414	1.0
3.3538	7.28	100500	3.4464	1.0
3.3164	7.28	100600	3.4456	1.0
3.4028	7.29	100700	3.4494	1.0
3.4322	7.3	100800	3.4554	1.0
3.2851	7.3	100900	3.4499	1.0
3.3666	7.31	101000	3.4394	1.0
3.2821	7.32	101100	3.4396	1.0
3.3335	7.33	101200	3.4454	1.0
3.3327	7.33	101300	3.4484	1.0
3.2771	7.34	101400	3.4416	1.0
3.2928	7.35	101500	3.4433	1.0
3.3341	7.36	101600	3.4482	1.0
3.2928	7.36	101700	3.4420	1.0
3.2428	7.37	101800	3.4428	1.0
3.3266	7.38	101900	3.4455	1.0
3.3004	7.38	102000	3.4481	1.0
3.3588	7.39	102100	3.4414	1.0
3.3312	7.4	102200	3.4510	1.0
3.4165	7.41	102300	3.4375	1.0
3.3087	7.41	102400	3.4522	1.0
3.353	7.42	102500	3.4400	1.0
3.1741	7.43	102600	3.4413	1.0
3.2123	7.44	102700	3.4472	1.0
3.1993	7.44	102800	3.4452	1.0
3.239	7.45	102900	3.4418	1.0
3.3241	7.46	103000	3.4496	1.0
3.2586	7.46	103100	3.4498	1.0
3.5903	7.47	103200	3.4465	1.0
3.3286	7.48	103300	3.4488	1.0
3.4615	7.49	103400	3.4486	1.0
3.3855	7.49	103500	3.4440	1.0
3.3819	7.5	103600	3.4534	1.0
3.3003	7.51	103700	3.4502	1.0
3.4232	7.51	103800	3.4429	1.0
3.2926	7.52	103900	3.4442	1.0
3.7337	7.53	104000	3.4516	1.0
3.3338	7.54	104100	3.4469	1.0
3.32	7.54	104200	3.4545	1.0
3.6807	7.55	104300	3.4449	1.0
3.3397	7.56	104400	3.4479	1.0
3.2993	7.57	104500	3.4424	1.0
3.3652	7.57	104600	3.4507	1.0
3.2885	7.58	104700	3.4437	1.0
3.4006	7.59	104800	3.4403	1.0
3.3361	7.59	104900	3.4432	1.0
3.4084	7.6	105000	3.4423	1.0
3.3251	7.61	105100	3.4418	1.0
3.3079	7.62	105200	3.4398	1.0
3.4738	7.62	105300	3.4497	1.0
3.5048	7.63	105400	3.4429	1.0
3.4189	7.64	105500	3.4410	1.0
3.3132	7.64	105600	3.4437	1.0
3.2738	7.65	105700	3.4457	1.0
3.2876	7.66	105800	3.4404	1.0
3.3413	7.67	105900	3.4458	1.0
3.3014	7.67	106000	3.4535	1.0
3.2244	7.68	106100	3.4436	1.0
3.2715	7.69	106200	3.4470	1.0
3.3593	7.7	106300	3.4410	1.0
3.334	7.7	106400	3.4525	1.0
3.3547	7.71	106500	3.4513	1.0
3.9896	7.72	106600	3.4381	1.0
3.4202	7.72	106700	3.4395	1.0
3.34	7.73	106800	3.4426	1.0
3.3778	7.74	106900	3.4508	1.0
3.3374	7.75	107000	3.4464	1.0
3.4008	7.75	107100	3.4365	1.0
3.2595	7.76	107200	3.4496	1.0
3.3261	7.77	107300	3.4543	1.0
3.2551	7.78	107400	3.4490	1.0
3.2967	7.78	107500	3.4404	1.0
3.4232	7.79	107600	3.4492	1.0
3.3992	7.8	107700	3.4448	1.0
3.3268	7.8	107800	3.4465	1.0
3.283	7.81	107900	3.4424	1.0
3.3488	7.82	108000	3.4446	1.0
3.3232	7.83	108100	3.4432	1.0
3.5081	7.83	108200	3.4460	1.0
3.2686	7.84	108300	3.4499	1.0
3.2465	7.85	108400	3.4429	1.0
3.5602	7.85	108500	3.4398	1.0
3.299	7.86	108600	3.4376	1.0
3.3437	7.87	108700	3.4428	1.0
3.3221	7.88	108800	3.4492	1.0
3.5462	7.88	108900	3.4414	1.0
3.3901	7.89	109000	3.4506	1.0
3.3598	7.9	109100	3.4421	1.0
3.3946	7.91	109200	3.4389	1.0
3.3013	7.91	109300	3.4444	1.0
3.3094	7.92	109400	3.4464	1.0
3.4829	7.93	109500	3.4379	1.0
3.2769	7.93	109600	3.4401	1.0
3.3359	7.94	109700	3.4437	1.0
3.3079	7.95	109800	3.4455	1.0
3.3623	7.96	109900	3.4447	1.0
3.3439	7.96	110000	3.4404	1.0
3.3045	7.97	110100	3.4520	1.0
3.2657	7.98	110200	3.4409	1.0
3.3187	7.99	110300	3.4430	1.0
3.349	7.99	110400	3.4430	1.0
3.3262	8.0	110500	3.4412	1.0
3.2603	8.01	110600	3.4440	1.0
3.4284	8.01	110700	3.4456	1.0
3.5993	8.02	110800	3.4518	1.0
5.6854	8.03	110900	3.4411	1.0
3.3856	8.04	111000	3.4430	1.0
3.5339	8.04	111100	3.4394	1.0
3.2691	8.05	111200	3.4425	1.0
3.3462	8.06	111300	3.4422	1.0
3.3469	8.06	111400	3.4458	1.0
3.3598	8.07	111500	3.4429	1.0
3.554	8.08	111600	3.4438	1.0
3.3207	8.09	111700	3.4480	1.0
3.2963	8.09	111800	3.4434	1.0
3.4644	8.1	111900	3.4417	1.0
3.4265	8.11	112000	3.4404	1.0
3.3026	8.12	112100	3.4442	1.0
3.2747	8.12	112200	3.4433	1.0
7.3735	8.13	112300	3.4403	1.0
3.4803	8.14	112400	3.4464	1.0
4.9879	8.14	112500	3.4454	1.0
3.4249	8.15	112600	3.4421	1.0
3.3493	8.16	112700	3.4403	1.0
3.3514	8.17	112800	3.4445	1.0
3.262	8.17	112900	3.4457	1.0
3.3517	8.18	113000	3.4479	1.0
3.2408	8.19	113100	3.4413	1.0
3.2346	8.2	113200	3.4415	1.0
3.2397	8.2	113300	3.4414	1.0
3.3794	8.21	113400	3.4502	1.0
3.516	8.22	113500	3.4507	1.0
3.4129	8.22	113600	3.4455	1.0
3.3381	8.23	113700	3.4540	1.0
3.3172	8.24	113800	3.4473	1.0
3.5307	8.25	113900	3.4431	1.0
3.3424	8.25	114000	3.4511	1.0
3.4004	8.26	114100	3.4434	1.0
3.4061	8.27	114200	3.4435	1.0
3.5333	8.27	114300	3.4415	1.0
3.2974	8.28	114400	3.4472	1.0
3.3827	8.29	114500	3.4469	1.0
3.5697	8.3	114600	3.4427	1.0
3.4561	8.3	114700	3.4433	1.0
3.5205	8.31	114800	3.4474	1.0
3.2541	8.32	114900	3.4475	1.0
3.4251	8.33	115000	3.4394	1.0
3.2477	8.33	115100	3.4524	1.0
3.4003	8.34	115200	3.4438	1.0
3.3378	8.35	115300	3.4447	1.0
3.2828	8.35	115400	3.4493	1.0
3.6974	8.36	115500	3.4507	1.0
3.3466	8.37	115600	3.4384	1.0
3.2601	8.38	115700	3.4538	1.0
3.8384	8.38	115800	3.4408	1.0
3.5255	8.39	115900	3.4446	1.0
3.3517	8.4	116000	3.4445	1.0
3.37	8.41	116100	3.4530	1.0
3.4486	8.41	116200	3.4446	1.0
3.4104	8.42	116300	3.4447	1.0
3.5267	8.43	116400	3.4410	1.0
3.4422	8.43	116500	3.4546	1.0
3.1616	8.44	116600	3.4400	1.0
3.3557	8.45	116700	3.4458	1.0
3.4674	8.46	116800	3.4443	1.0
3.3114	8.46	116900	3.4390	1.0
3.4986	8.47	117000	3.4405	1.0
3.4579	8.48	117100	3.4459	1.0
3.3369	8.48	117200	3.4403	1.0
3.4802	8.49	117300	3.4480	1.0
3.3244	8.5	117400	3.4447	1.0
3.3096	8.51	117500	3.4525	1.0
3.3415	8.51	117600	3.4516	1.0
3.416	8.52	117700	3.4396	1.0
3.3363	8.53	117800	3.4510	1.0
3.2588	8.54	117900	3.4439	1.0
3.4127	8.54	118000	3.4370	1.0
3.4268	8.55	118100	3.4472	1.0
3.3877	8.56	118200	3.4437	1.0
3.386	8.56	118300	3.4448	1.0
3.9643	8.57	118400	3.4500	1.0
3.2205	8.58	118500	3.4410	1.0
3.3372	8.59	118600	3.4486	1.0
3.3919	8.59	118700	3.4485	1.0
3.3279	8.6	118800	3.4408	1.0
3.3251	8.61	118900	3.4379	1.0
3.2832	8.62	119000	3.4388	1.0
3.2708	8.62	119100	3.4522	1.0
4.0701	8.63	119200	3.4436	1.0
3.5261	8.64	119300	3.4475	1.0
3.2695	8.64	119400	3.4411	1.0
3.4095	8.65	119500	3.4451	1.0
3.2641	8.66	119600	3.4527	1.0
3.6962	8.67	119700	3.4495	1.0
3.407	8.67	119800	3.4523	1.0
3.5073	8.68	119900	3.4612	1.0
3.4697	8.69	120000	3.4491	1.0
3.4643	8.69	120100	3.4427	1.0
3.5253	8.7	120200	3.4457	1.0
3.2562	8.71	120300	3.4545	1.0
3.2946	8.72	120400	3.4570	1.0
3.393	8.72	120500	3.4432	1.0
3.2528	8.73	120600	3.4391	1.0
3.4529	8.74	120700	3.4530	1.0
3.506	8.75	120800	3.4425	1.0
3.3464	8.75	120900	3.4420	1.0
3.3287	8.76	121000	3.4463	1.0
3.3165	8.77	121100	3.4509	1.0
3.3102	8.77	121200	3.4418	1.0
3.4206	8.78	121300	3.4495	1.0
3.5963	8.79	121400	3.4432	1.0
3.2621	8.8	121500	3.4455	1.0
3.3275	8.8	121600	3.4483	1.0
3.3654	8.81	121700	3.4476	1.0
3.4913	8.82	121800	3.4525	1.0
3.4162	8.83	121900	3.4409	1.0
3.221	8.83	122000	3.4415	1.0
3.3024	8.84	122100	3.4385	1.0
3.3451	8.85	122200	3.4428	1.0
3.3909	8.85	122300	3.4417	1.0
3.3237	8.86	122400	3.4472	1.0
3.2992	8.87	122500	3.4406	1.0
3.2422	8.88	122600	3.4492	1.0
3.3713	8.88	122700	3.4411	1.0
3.4062	8.89	122800	3.4412	1.0
3.3616	8.9	122900	3.4464	1.0
3.3811	8.9	123000	3.4382	1.0
3.3592	8.91	123100	3.4442	1.0
3.8331	8.92	123200	3.4423	1.0
3.3764	8.93	123300	3.4492	1.0
3.3964	8.93	123400	3.4390	1.0
3.5063	8.94	123500	3.4411	1.0
3.3627	8.95	123600	3.4467	1.0
4.1315	8.96	123700	3.4409	1.0
3.7114	8.96	123800	3.4456	1.0
3.3446	8.97	123900	3.4413	1.0
3.3777	8.98	124000	3.4464	1.0
3.6232	8.98	124100	3.4478	1.0
3.3275	8.99	124200	3.4474	1.0
3.5736	9.0	124300	3.4427	1.0
3.2052	9.01	124400	3.4455	1.0
3.3101	9.01	124500	3.4485	1.0
3.3523	9.02	124600	3.4389	1.0
3.3095	9.03	124700	3.4433	1.0
3.3152	9.03	124800	3.4402	1.0
3.2351	9.04	124900	3.4452	1.0
3.5137	9.05	125000	3.4458	1.0
3.3489	9.06	125100	3.4431	1.0
3.3822	9.06	125200	3.4370	1.0
3.3842	9.07	125300	3.4359	1.0
3.306	9.08	125400	3.4439	1.0
3.3784	9.09	125500	3.4538	1.0
3.3313	9.09	125600	3.4410	1.0
3.2891	9.1	125700	3.4397	1.0
3.321	9.11	125800	3.4457	1.0
3.2479	9.11	125900	3.4448	1.0
3.3723	9.12	126000	3.4409	1.0
3.3203	9.13	126100	3.4439	1.0
3.2906	9.14	126200	3.4388	1.0
3.2164	9.14	126300	3.4427	1.0
3.2608	9.15	126400	3.4396	1.0
3.3739	9.16	126500	3.4536	1.0
3.3479	9.17	126600	3.4533	1.0
3.4664	9.17	126700	3.4491	1.0
3.326	9.18	126800	3.4402	1.0
3.3056	9.19	126900	3.4398	1.0
3.3528	9.19	127000	3.4424	1.0
3.2717	9.2	127100	3.4409	1.0
3.3564	9.21	127200	3.4497	1.0
3.4015	9.22	127300	3.4435	1.0
3.3325	9.22	127400	3.4478	1.0
3.4459	9.23	127500	3.4479	1.0
3.2151	9.24	127600	3.4519	1.0
3.2456	9.24	127700	3.4408	1.0
3.3108	9.25	127800	3.4430	1.0
3.3965	9.26	127900	3.4427	1.0
3.4911	9.27	128000	3.4430	1.0
3.3996	9.27	128100	3.4458	1.0
3.3408	9.28	128200	3.4435	1.0
3.353	9.29	128300	3.4468	1.0
3.5449	9.3	128400	3.4401	1.0
3.3564	9.3	128500	3.4481	1.0
3.4768	9.31	128600	3.4450	1.0
3.3972	9.32	128700	3.4467	1.0
3.3295	9.32	128800	3.4385	1.0
3.3181	9.33	128900	3.4435	1.0
3.3224	9.34	129000	3.4467	1.0
3.3471	9.35	129100	3.4415	1.0
3.3379	9.35	129200	3.4458	1.0
3.3991	9.36	129300	3.4420	1.0
3.4037	9.37	129400	3.4433	1.0
3.3157	9.38	129500	3.4450	1.0
3.3739	9.38	129600	3.4426	1.0
3.2556	9.39	129700	3.4473	1.0
3.3451	9.4	129800	3.4413	1.0
3.3694	9.4	129900	3.4462	1.0
3.343	9.41	130000	3.4408	1.0
3.4286	9.42	130100	3.4495	1.0
3.4468	9.43	130200	3.4450	1.0
3.3417	9.43	130300	3.4457	1.0
3.4661	9.44	130400	3.4409	1.0
3.2859	9.45	130500	3.4412	1.0
3.3164	9.45	130600	3.4495	1.0
3.3542	9.46	130700	3.4428	1.0
3.2783	9.47	130800	3.4398	1.0
3.421	9.48	130900	3.4408	1.0
3.3765	9.48	131000	3.4443	1.0
3.3822	9.49	131100	3.4458	1.0
3.2261	9.5	131200	3.4437	1.0
3.362	9.51	131300	3.4388	1.0
3.3203	9.51	131400	3.4498	1.0
3.2326	9.52	131500	3.4415	1.0
3.3897	9.53	131600	3.4556	1.0
3.3434	9.53	131700	3.4421	1.0
3.3297	9.54	131800	3.4394	1.0
3.4889	9.55	131900	3.4420	1.0
3.3502	9.56	132000	3.4425	1.0
3.4079	9.56	132100	3.4370	1.0
3.213	9.57	132200	3.4479	1.0
3.3935	9.58	132300	3.4433	1.0
3.2598	9.59	132400	3.4431	1.0
3.3968	9.59	132500	3.4442	1.0
3.338	9.6	132600	3.4433	1.0
3.3268	9.61	132700	3.4447	1.0
3.3656	9.61	132800	3.4394	1.0
3.3782	9.62	132900	3.4397	1.0
3.3787	9.63	133000	3.4440	1.0
5.5557	9.64	133100	3.4396	1.0
3.4011	9.64	133200	3.4448	1.0
3.7319	9.65	133300	3.4447	1.0
3.5717	9.66	133400	3.4387	1.0
3.3051	9.66	133500	3.4460	1.0
3.3485	9.67	133600	3.4513	1.0
3.4845	9.68	133700	3.4506	1.0
3.335	9.69	133800	3.4415	1.0
3.2942	9.69	133900	3.4439	1.0
3.2748	9.7	134000	3.4390	1.0
3.392	9.71	134100	3.4490	1.0
3.3396	9.72	134200	3.4463	1.0
3.3097	9.72	134300	3.4440	1.0
3.3421	9.73	134400	3.4498	1.0
3.5204	9.74	134500	3.4514	1.0
3.8217	9.74	134600	3.4463	1.0
3.3094	9.75	134700	3.4402	1.0
3.3267	9.76	134800	3.4425	1.0
3.3396	9.77	134900	3.4429	1.0
3.3117	9.77	135000	3.4415	1.0
3.4302	9.78	135100	3.4406	1.0
3.2691	9.79	135200	3.4405	1.0
3.337	9.8	135300	3.4416	1.0
3.3437	9.8	135400	3.4427	1.0
3.3744	9.81	135500	3.4477	1.0
3.3151	9.82	135600	3.4388	1.0
3.3742	9.82	135700	3.4448	1.0
3.3093	9.83	135800	3.4462	1.0
3.4145	9.84	135900	3.4413	1.0
3.3858	9.85	136000	3.4459	1.0
3.3464	9.85	136100	3.4432	1.0
3.3831	9.86	136200	3.4467	1.0
3.2715	9.87	136300	3.4442	1.0
3.3594	9.87	136400	3.4444	1.0
3.3679	9.88	136500	3.4498	1.0
3.346	9.89	136600	3.4380	1.0
3.3156	9.9	136700	3.4501	1.0
3.3689	9.9	136800	3.4403	1.0
3.3157	9.91	136900	3.4461	1.0
3.2955	9.92	137000	3.4460	1.0
3.2288	9.93	137100	3.4429	1.0
3.3068	9.93	137200	3.4442	1.0
3.3965	9.94	137300	3.4400	1.0
3.3238	9.95	137400	3.4464	1.0
3.3469	9.95	137500	3.4496	1.0
3.3818	9.96	137600	3.4446	1.0
3.3677	9.97	137700	3.4487	1.0
3.4811	9.98	137800	3.4441	1.0
3.3636	9.98	137900	3.4456	1.0
3.3305	9.99	138000	3.4417	1.0
3.4025	10.0	138100	3.4401	1.0
3.4951	10.01	138200	3.4392	1.0
3.2803	10.01	138300	3.4411	1.0
4.6095	10.02	138400	3.4446	1.0
3.3677	10.03	138500	3.4465	1.0
3.4183	10.03	138600	3.4434	1.0
3.3482	10.04	138700	3.4430	1.0
3.2795	10.05	138800	3.4449	1.0
3.282	10.06	138900	3.4455	1.0
3.2617	10.06	139000	3.4442	1.0
3.5404	10.07	139100	3.4375	1.0
3.3432	10.08	139200	3.4447	1.0
3.3643	10.08	139300	3.4429	1.0
3.3022	10.09	139400	3.4415	1.0
3.4062	10.1	139500	3.4415	1.0
3.374	10.11	139600	3.4405	1.0
3.2843	10.11	139700	3.4435	1.0
3.6033	10.12	139800	3.4473	1.0
3.3374	10.13	139900	3.4428	1.0
3.3877	10.14	140000	3.4513	1.0
3.3533	10.14	140100	3.4484	1.0
3.3678	10.15	140200	3.4481	1.0
3.276	10.16	140300	3.4416	1.0
3.3052	10.16	140400	3.4483	1.0
3.4821	10.17	140500	3.4390	1.0
3.2748	10.18	140600	3.4389	1.0
3.2742	10.19	140700	3.4482	1.0
3.2824	10.19	140800	3.4416	1.0
3.37	10.2	140900	3.4435	1.0
3.3768	10.21	141000	3.4458	1.0
3.2652	10.22	141100	3.4454	1.0
3.4041	10.22	141200	3.4425	1.0
3.4062	10.23	141300	3.4465	1.0
3.2338	10.24	141400	3.4438	1.0
3.4214	10.24	141500	3.4425	1.0
3.3741	10.25	141600	3.4389	1.0
3.3156	10.26	141700	3.4468	1.0
3.43	10.27	141800	3.4430	1.0
3.3447	10.27	141900	3.4456	1.0
3.2682	10.28	142000	3.4517	1.0
3.3296	10.29	142100	3.4484	1.0
3.2508	10.29	142200	3.4420	1.0
3.3328	10.3	142300	3.4472	1.0
3.2838	10.31	142400	3.4439	1.0
3.3274	10.32	142500	3.4408	1.0
3.4848	10.32	142600	3.4448	1.0
3.5383	10.33	142700	3.4423	1.0
3.231	10.34	142800	3.4463	1.0
3.1536	10.35	142900	3.4437	1.0
3.281	10.35	143000	3.4436	1.0
3.2452	10.36	143100	3.4393	1.0
3.5728	10.37	143200	3.4406	1.0
3.3216	10.37	143300	3.4403	1.0
3.3496	10.38	143400	3.4397	1.0
3.3177	10.39	143500	3.4559	1.0
3.3153	10.4	143600	3.4460	1.0
3.4076	10.4	143700	3.4441	1.0
3.4137	10.41	143800	3.4397	1.0
3.3806	10.42	143900	3.4488	1.0
3.366	10.42	144000	3.4462	1.0
3.4151	10.43	144100	3.4446	1.0
3.3399	10.44	144200	3.4447	1.0
3.3705	10.45	144300	3.4392	1.0
3.5029	10.45	144400	3.4513	1.0
3.3149	10.46	144500	3.4458	1.0
3.3677	10.47	144600	3.4442	1.0
3.408	10.48	144700	3.4403	1.0
3.3738	10.48	144800	3.4405	1.0
3.2886	10.49	144900	3.4447	1.0
3.3321	10.5	145000	3.4455	1.0
3.4341	10.5	145100	3.4476	1.0
3.4789	10.51	145200	3.4436	1.0
3.4361	10.52	145300	3.4488	1.0
3.3073	10.53	145400	3.4495	1.0
3.3372	10.53	145500	3.4461	1.0
3.31	10.54	145600	3.4512	1.0
3.4571	10.55	145700	3.4473	1.0
3.3517	10.56	145800	3.4435	1.0
3.4304	10.56	145900	3.4428	1.0
3.4364	10.57	146000	3.4369	1.0
3.5522	10.58	146100	3.4431	1.0
3.421	10.58	146200	3.4426	1.0
3.3087	10.59	146300	3.4436	1.0
3.2905	10.6	146400	3.4417	1.0
3.4746	10.61	146500	3.4419	1.0
3.3347	10.61	146600	3.4396	1.0
3.2969	10.62	146700	3.4471	1.0
3.3403	10.63	146800	3.4453	1.0
3.8747	10.63	146900	3.4447	1.0
3.3049	10.64	147000	3.4458	1.0
3.3451	10.65	147100	3.4441	1.0
3.4467	10.66	147200	3.4439	1.0
3.3037	10.66	147300	3.4425	1.0
3.3891	10.67	147400	3.4427	1.0
3.2158	10.68	147500	3.4436	1.0
3.3726	10.69	147600	3.4438	1.0
3.3391	10.69	147700	3.4548	1.0
3.2352	10.7	147800	3.4414	1.0
3.3604	10.71	147900	3.4408	1.0
3.3056	10.71	148000	3.4407	1.0
3.3201	10.72	148100	3.4404	1.0
3.4137	10.73	148200	3.4423	1.0
3.3336	10.74	148300	3.4455	1.0
3.317	10.74	148400	3.4426	1.0
3.2644	10.75	148500	3.4427	1.0
3.4462	10.76	148600	3.4429	1.0
3.448	10.77	148700	3.4479	1.0
3.8269	10.77	148800	3.4428	1.0
3.2383	10.78	148900	3.4400	1.0
3.4066	10.79	149000	3.4412	1.0
3.2348	10.79	149100	3.4491	1.0
3.2971	10.8	149200	3.4464	1.0
3.2493	10.81	149300	3.4509	1.0
3.4274	10.82	149400	3.4420	1.0
3.4327	10.82	149500	3.4441	1.0
3.7189	10.83	149600	3.4377	1.0
3.3102	10.84	149700	3.4484	1.0
3.4991	10.84	149800	3.4460	1.0
3.2776	10.85	149900	3.4428	1.0
3.4605	10.86	150000	3.4469	1.0
3.8307	10.87	150100	3.4500	1.0
3.3874	10.87	150200	3.4454	1.0
3.3007	10.88	150300	3.4433	1.0
3.4145	10.89	150400	3.4434	1.0
3.1793	10.9	150500	3.4401	1.0
3.27	10.9	150600	3.4459	1.0
3.3434	10.91	150700	3.4400	1.0
3.3301	10.92	150800	3.4389	1.0
3.622	10.92	150900	3.4451	1.0
3.2369	10.93	151000	3.4417	1.0
3.4093	10.94	151100	3.4520	1.0
3.3885	10.95	151200	3.4448	1.0
3.4032	10.95	151300	3.4453	1.0
3.4659	10.96	151400	3.4445	1.0
5.0434	10.97	151500	3.4457	1.0
3.5397	10.98	151600	3.4409	1.0
3.4057	10.98	151700	3.4426	1.0
3.2813	10.99	151800	3.4471	1.0
3.2432	11.0	151900	3.4465	1.0
3.3493	11.0	152000	3.4466	1.0
3.4295	11.01	152100	3.4379	1.0
3.2836	11.02	152200	3.4421	1.0
3.3436	11.03	152300	3.4429	1.0
3.2982	11.03	152400	3.4473	1.0
3.3687	11.04	152500	3.4428	1.0
3.362	11.05	152600	3.4387	1.0
3.3621	11.05	152700	3.4410	1.0
3.4442	11.06	152800	3.4392	1.0
3.247	11.07	152900	3.4536	1.0
3.3843	11.08	153000	3.4479	1.0
3.3548	11.08	153100	3.4425	1.0
3.376	11.09	153200	3.4394	1.0
3.3866	11.1	153300	3.4389	1.0
3.3348	11.11	153400	3.4484	1.0
3.3206	11.11	153500	3.4468	1.0
3.4335	11.12	153600	3.4445	1.0
3.3921	11.13	153700	3.4456	1.0
3.434	11.13	153800	3.4422	1.0
3.3742	11.14	153900	3.4434	1.0
3.3157	11.15	154000	3.4444	1.0
3.4209	11.16	154100	3.4411	1.0
3.3413	11.16	154200	3.4457	1.0
3.3626	11.17	154300	3.4451	1.0
3.3541	11.18	154400	3.4391	1.0
3.2927	11.19	154500	3.4515	1.0
3.3222	11.19	154600	3.4498	1.0
3.2971	11.2	154700	3.4521	1.0
3.3817	11.21	154800	3.4482	1.0
3.3806	11.21	154900	3.4467	1.0
3.2959	11.22	155000	3.4417	1.0
3.4212	11.23	155100	3.4438	1.0
3.3606	11.24	155200	3.4382	1.0
3.3119	11.24	155300	3.4381	1.0
3.4004	11.25	155400	3.4403	1.0
3.2865	11.26	155500	3.4469	1.0
3.3606	11.26	155600	3.4492	1.0
3.2771	11.27	155700	3.4407	1.0
3.3281	11.28	155800	3.4461	1.0
3.3006	11.29	155900	3.4505	1.0
3.3116	11.29	156000	3.4440	1.0
3.4326	11.3	156100	3.4475	1.0
3.2976	11.31	156200	3.4517	1.0
3.3424	11.32	156300	3.4429	1.0
3.5005	11.32	156400	3.4398	1.0
3.2623	11.33	156500	3.4382	1.0
3.331	11.34	156600	3.4472	1.0
3.3657	11.34	156700	3.4413	1.0
3.3101	11.35	156800	3.4496	1.0
3.3516	11.36	156900	3.4465	1.0
3.752	11.37	157000	3.4419	1.0
3.2446	11.37	157100	3.4416	1.0
3.2753	11.38	157200	3.4406	1.0
3.2386	11.39	157300	3.4420	1.0
3.3541	11.4	157400	3.4409	1.0
3.4276	11.4	157500	3.4430	1.0
3.2635	11.41	157600	3.4442	1.0
3.4478	11.42	157700	3.4413	1.0
3.3043	11.42	157800	3.4491	1.0
3.3014	11.43	157900	3.4413	1.0
3.3542	11.44	158000	3.4436	1.0
3.3745	11.45	158100	3.4465	1.0
3.3318	11.45	158200	3.4463	1.0
3.3373	11.46	158300	3.4444	1.0
3.4279	11.47	158400	3.4386	1.0
3.3588	11.47	158500	3.4449	1.0
3.338	11.48	158600	3.4399	1.0
3.4119	11.49	158700	3.4376	1.0
3.2989	11.5	158800	3.4462	1.0
3.1883	11.5	158900	3.4398	1.0
3.277	11.51	159000	3.4457	1.0
3.2838	11.52	159100	3.4481	1.0
3.3205	11.53	159200	3.4496	1.0
3.2713	11.53	159300	3.4435	1.0
3.3927	11.54	159400	3.4441	1.0
3.5806	11.55	159500	3.4466	1.0
3.3704	11.55	159600	3.4462	1.0
3.3217	11.56	159700	3.4444	1.0
3.2637	11.57	159800	3.4481	1.0
3.2525	11.58	159900	3.4456	1.0
3.3364	11.58	160000	3.4445	1.0
3.3219	11.59	160100	3.4431	1.0
3.3982	11.6	160200	3.4489	1.0
3.2253	11.61	160300	3.4409	1.0
3.2497	11.61	160400	3.4427	1.0
3.3137	11.62	160500	3.4454	1.0
3.566	11.63	160600	3.4419	1.0
3.3203	11.63	160700	3.4460	1.0
3.3048	11.64	160800	3.4439	1.0
3.371	11.65	160900	3.4432	1.0
3.249	11.66	161000	3.4412	1.0
3.2731	11.66	161100	3.4430	1.0
3.3787	11.67	161200	3.4426	1.0
3.2696	11.68	161300	3.4479	1.0
3.7056	11.68	161400	3.4417	1.0
3.3999	11.69	161500	3.4455	1.0
3.292	11.7	161600	3.4458	1.0
3.2673	11.71	161700	3.4398	1.0
3.4488	11.71	161800	3.4445	1.0
3.2858	11.72	161900	3.4422	1.0
3.4464	11.73	162000	3.4466	1.0
3.2651	11.74	162100	3.4460	1.0
3.2518	11.74	162200	3.4520	1.0
3.4483	11.75	162300	3.4447	1.0
3.2609	11.76	162400	3.4373	1.0
3.398	11.76	162500	3.4432	1.0
3.5529	11.77	162600	3.4435	1.0
3.3348	11.78	162700	3.4452	1.0
3.398	11.79	162800	3.4393	1.0
3.5933	11.79	162900	3.4418	1.0
3.3373	11.8	163000	3.4434	1.0
3.3553	11.81	163100	3.4463	1.0
3.3234	11.81	163200	3.4421	1.0
3.3678	11.82	163300	3.4417	1.0
3.2942	11.83	163400	3.4454	1.0
3.5065	11.84	163500	3.4490	1.0
3.2952	11.84	163600	3.4468	1.0
3.7354	11.85	163700	3.4450	1.0
3.3021	11.86	163800	3.4439	1.0
3.3754	11.87	163900	3.4455	1.0
3.2568	11.87	164000	3.4400	1.0
3.3191	11.88	164100	3.4391	1.0
3.379	11.89	164200	3.4435	1.0
3.3221	11.89	164300	3.4440	1.0
3.3765	11.9	164400	3.4452	1.0
3.2364	11.91	164500	3.4445	1.0
3.6366	11.92	164600	3.4424	1.0
3.3871	11.92	164700	3.4398	1.0
3.3257	11.93	164800	3.4414	1.0
3.298	11.94	164900	3.4388	1.0
3.2322	11.95	165000	3.4410	1.0
3.4019	11.95	165100	3.4453	1.0
3.5989	11.96	165200	3.4435	1.0
3.3113	11.97	165300	3.4439	1.0
3.3364	11.97	165400	3.4416	1.0
3.3256	11.98	165500	3.4465	1.0
3.3355	11.99	165600	3.4434	1.0
3.3243	12.0	165700	3.4420	1.0
3.277	12.0	165800	3.4429	1.0
3.3413	12.01	165900	3.4418	1.0
3.3576	12.02	166000	3.4432	1.0
3.2624	12.02	166100	3.4493	1.0
3.4131	12.03	166200	3.4429	1.0
3.3717	12.04	166300	3.4460	1.0
3.4403	12.05	166400	3.4413	1.0
3.3418	12.05	166500	3.4425	1.0
3.2016	12.06	166600	3.4429	1.0
3.2851	12.07	166700	3.4427	1.0
3.3627	12.08	166800	3.4436	1.0
3.176	12.08	166900	3.4473	1.0
3.3159	12.09	167000	3.4431	1.0
3.335	12.1	167100	3.4425	1.0
3.2585	12.1	167200	3.4438	1.0
3.311	12.11	167300	3.4420	1.0
3.2594	12.12	167400	3.4402	1.0
3.3877	12.13	167500	3.4427	1.0
3.3837	12.13	167600	3.4468	1.0
3.4012	12.14	167700	3.4431	1.0
3.3258	12.15	167800	3.4405	1.0
3.5918	12.16	167900	3.4420	1.0
3.1809	12.16	168000	3.4487	1.0
3.2878	12.17	168100	3.4453	1.0
3.3626	12.18	168200	3.4469	1.0
3.3128	12.18	168300	3.4452	1.0
3.3257	12.19	168400	3.4466	1.0
3.3226	12.2	168500	3.4416	1.0
3.5412	12.21	168600	3.4479	1.0
3.2933	12.21	168700	3.4476	1.0
3.5552	12.22	168800	3.4431	1.0
3.3288	12.23	168900	3.4424	1.0
3.4587	12.23	169000	3.4423	1.0
3.3286	12.24	169100	3.4449	1.0
3.2894	12.25	169200	3.4432	1.0
4.5148	12.26	169300	3.4424	1.0
3.3809	12.26	169400	3.4472	1.0
3.2641	12.27	169500	3.4456	1.0
3.3429	12.28	169600	3.4443	1.0
3.2988	12.29	169700	3.4423	1.0
3.3795	12.29	169800	3.4408	1.0
3.2812	12.3	169900	3.4468	1.0
3.2393	12.31	170000	3.4415	1.0
3.3997	12.31	170100	3.4426	1.0
3.3112	12.32	170200	3.4424	1.0
3.4299	12.33	170300	3.4434	1.0
3.486	12.34	170400	3.4454	1.0
3.2899	12.34	170500	3.4451	1.0
3.4311	12.35	170600	3.4456	1.0
3.2727	12.36	170700	3.4472	1.0
3.3182	12.37	170800	3.4409	1.0
3.5047	12.37	170900	3.4412	1.0
3.3801	12.38	171000	3.4403	1.0
3.3643	12.39	171100	3.4400	1.0
3.3132	12.39	171200	3.4417	1.0
3.3558	12.4	171300	3.4440	1.0
3.4187	12.41	171400	3.4470	1.0
3.3376	12.42	171500	3.4450	1.0
3.3095	12.42	171600	3.4456	1.0
3.3304	12.43	171700	3.4465	1.0
3.4092	12.44	171800	3.4500	1.0
3.4149	12.44	171900	3.4459	1.0
5.8155	12.45	172000	3.4422	1.0
3.3086	12.46	172100	3.4405	1.0
3.2699	12.47	172200	3.4439	1.0
3.2727	12.47	172300	3.4465	1.0
3.4084	12.48	172400	3.4495	1.0
3.3246	12.49	172500	3.4451	1.0
3.4584	12.5	172600	3.4404	1.0
3.3491	12.5	172700	3.4407	1.0
3.3103	12.51	172800	3.4417	1.0
3.3413	12.52	172900	3.4452	1.0
3.3625	12.52	173000	3.4437	1.0
3.3988	12.53	173100	3.4452	1.0
3.3915	12.54	173200	3.4428	1.0
3.2812	12.55	173300	3.4445	1.0
3.2952	12.55	173400	3.4450	1.0
3.4923	12.56	173500	3.4419	1.0
3.4275	12.57	173600	3.4420	1.0
3.8005	12.58	173700	3.4465	1.0
3.5748	12.58	173800	3.4437	1.0
3.283	12.59	173900	3.4441	1.0
3.3727	12.6	174000	3.4444	1.0
3.285	12.6	174100	3.4443	1.0
3.4836	12.61	174200	3.4422	1.0
3.5803	12.62	174300	3.4426	1.0
3.2655	12.63	174400	3.4420	1.0
3.3653	12.63	174500	3.4463	1.0
3.3581	12.64	174600	3.4464	1.0
3.2738	12.65	174700	3.4435	1.0
3.3552	12.65	174800	3.4409	1.0
3.3571	12.66	174900	3.4467	1.0
3.3093	12.67	175000	3.4423	1.0
3.6147	12.68	175100	3.4444	1.0
3.2892	12.68	175200	3.4420	1.0
3.4071	12.69	175300	3.4455	1.0
3.3201	12.7	175400	3.4502	1.0
3.308	12.71	175500	3.4428	1.0
3.3885	12.71	175600	3.4452	1.0
3.3285	12.72	175700	3.4418	1.0
3.3647	12.73	175800	3.4446	1.0
3.2559	12.73	175900	3.4433	1.0
3.4547	12.74	176000	3.4484	1.0
3.395	12.75	176100	3.4464	1.0
3.4244	12.76	176200	3.4468	1.0
3.4961	12.76	176300	3.4441	1.0
3.4281	12.77	176400	3.4419	1.0
3.4241	12.78	176500	3.4407	1.0
3.2563	12.79	176600	3.4430	1.0
3.3779	12.79	176700	3.4437	1.0
3.3268	12.8	176800	3.4457	1.0
3.4255	12.81	176900	3.4437	1.0
3.3086	12.81	177000	3.4422	1.0
3.3619	12.82	177100	3.4447	1.0
3.2334	12.83	177200	3.4457	1.0
3.4318	12.84	177300	3.4413	1.0
3.2553	12.84	177400	3.4425	1.0
3.225	12.85	177500	3.4435	1.0
3.3984	12.86	177600	3.4518	1.0
3.5566	12.86	177700	3.4481	1.0
4.3006	12.87	177800	3.4463	1.0
3.2232	12.88	177900	3.4454	1.0
3.2224	12.89	178000	3.4452	1.0
3.3974	12.89	178100	3.4430	1.0
3.4688	12.9	178200	3.4441	1.0
3.293	12.91	178300	3.4422	1.0
3.7722	12.92	178400	3.4459	1.0
3.3155	12.92	178500	3.4451	1.0
3.3955	12.93	178600	3.4438	1.0
3.2985	12.94	178700	3.4411	1.0
3.3729	12.94	178800	3.4415	1.0
3.3966	12.95	178900	3.4433	1.0
3.2917	12.96	179000	3.4422	1.0
3.3772	12.97	179100	3.4426	1.0
3.2921	12.97	179200	3.4458	1.0
3.2751	12.98	179300	3.4429	1.0
3.4227	12.99	179400	3.4429	1.0
3.3031	13.0	179500	3.4463	1.0
3.3257	13.0	179600	3.4496	1.0
3.3472	13.01	179700	3.4436	1.0
3.4014	13.02	179800	3.4484	1.0
3.4494	13.02	179900	3.4418	1.0
3.559	13.03	180000	3.4425	1.0
3.3253	13.04	180100	3.4412	1.0
3.2797	13.05	180200	3.4464	1.0
3.3854	13.05	180300	3.4484	1.0
3.24	13.06	180400	3.4446	1.0
3.2406	13.07	180500	3.4453	1.0
3.3609	13.07	180600	3.4425	1.0
3.3496	13.08	180700	3.4465	1.0
3.2963	13.09	180800	3.4437	1.0
3.2781	13.1	180900	3.4481	1.0
3.1707	13.1	181000	3.4465	1.0
3.5305	13.11	181100	3.4460	1.0
3.3498	13.12	181200	3.4423	1.0
3.276	13.13	181300	3.4402	1.0
3.2264	13.13	181400	3.4432	1.0
3.2517	13.14	181500	3.4408	1.0
3.3312	13.15	181600	3.4455	1.0
3.4057	13.15	181700	3.4476	1.0
3.34	13.16	181800	3.4415	1.0
3.2458	13.17	181900	3.4409	1.0
3.3949	13.18	182000	3.4405	1.0
3.289	13.18	182100	3.4431	1.0
3.4016	13.19	182200	3.4393	1.0
3.256	13.2	182300	3.4410	1.0
3.2597	13.2	182400	3.4391	1.0
3.2483	13.21	182500	3.4387	1.0
3.3637	13.22	182600	3.4409	1.0
3.2936	13.23	182700	3.4399	1.0
3.2666	13.23	182800	3.4458	1.0
3.3675	13.24	182900	3.4494	1.0
3.3538	13.25	183000	3.4430	1.0
3.3276	13.26	183100	3.4442	1.0
3.3851	13.26	183200	3.4425	1.0
3.3579	13.27	183300	3.4410	1.0
3.2882	13.28	183400	3.4400	1.0
3.3541	13.28	183500	3.4436	1.0
3.392	13.29	183600	3.4445	1.0
3.3857	13.3	183700	3.4477	1.0
3.3084	13.31	183800	3.4463	1.0
3.327	13.31	183900	3.4451	1.0
3.3967	13.32	184000	3.4483	1.0
3.3657	13.33	184100	3.4471	1.0
3.3732	13.34	184200	3.4465	1.0
3.366	13.34	184300	3.4459	1.0
3.2545	13.35	184400	3.4451	1.0
4.2873	13.36	184500	3.4425	1.0
3.6525	13.36	184600	3.4432	1.0
3.2921	13.37	184700	3.4437	1.0
3.273	13.38	184800	3.4420	1.0
3.267	13.39	184900	3.4445	1.0
3.3585	13.39	185000	3.4459	1.0
3.3271	13.4	185100	3.4424	1.0
3.3752	13.41	185200	3.4406	1.0
3.2715	13.41	185300	3.4424	1.0
3.2668	13.42	185400	3.4440	1.0
3.4546	13.43	185500	3.4464	1.0
3.2931	13.44	185600	3.4444	1.0
3.4428	13.44	185700	3.4443	1.0
3.4004	13.45	185800	3.4475	1.0
3.3416	13.46	185900	3.4447	1.0
3.3598	13.47	186000	3.4458	1.0
3.3348	13.47	186100	3.4420	1.0
3.2879	13.48	186200	3.4410	1.0
3.3791	13.49	186300	3.4481	1.0
3.3066	13.49	186400	3.4440	1.0
3.2824	13.5	186500	3.4447	1.0
3.4092	13.51	186600	3.4447	1.0
3.2679	13.52	186700	3.4443	1.0
3.3921	13.52	186800	3.4447	1.0
3.3348	13.53	186900	3.4424	1.0
3.2365	13.54	187000	3.4392	1.0
3.3355	13.55	187100	3.4387	1.0
3.2654	13.55	187200	3.4393	1.0
3.3085	13.56	187300	3.4404	1.0
3.3127	13.57	187400	3.4400	1.0
3.219	13.57	187500	3.4422	1.0
3.3733	13.58	187600	3.4391	1.0
3.2622	13.59	187700	3.4420	1.0
3.2188	13.6	187800	3.4445	1.0
3.2977	13.6	187900	3.4437	1.0
3.2994	13.61	188000	3.4463	1.0
3.2897	13.62	188100	3.4438	1.0
3.3194	13.62	188200	3.4452	1.0
3.3566	13.63	188300	3.4446	1.0
3.3442	13.64	188400	3.4509	1.0
3.58	13.65	188500	3.4509	1.0
3.4537	13.65	188600	3.4479	1.0
3.342	13.66	188700	3.4428	1.0
3.2765	13.67	188800	3.4410	1.0
3.2765	13.68	188900	3.4422	1.0
3.3381	13.68	189000	3.4400	1.0
3.2883	13.69	189100	3.4411	1.0
3.2861	13.7	189200	3.4417	1.0
3.3049	13.7	189300	3.4431	1.0
3.7184	13.71	189400	3.4446	1.0
3.3307	13.72	189500	3.4449	1.0
3.3274	13.73	189600	3.4456	1.0
3.3481	13.73	189700	3.4417	1.0
3.3763	13.74	189800	3.4439	1.0
3.3005	13.75	189900	3.4442	1.0
3.3775	13.76	190000	3.4458	1.0
3.284	13.76	190100	3.4427	1.0
3.2496	13.77	190200	3.4465	1.0
3.4141	13.78	190300	3.4422	1.0
3.3689	13.78	190400	3.4441	1.0
3.2925	13.79	190500	3.4446	1.0
3.334	13.8	190600	3.4447	1.0
3.4054	13.81	190700	3.4442	1.0
3.5985	13.81	190800	3.4418	1.0
3.307	13.82	190900	3.4437	1.0
3.2475	13.83	191000	3.4418	1.0
3.4217	13.83	191100	3.4429	1.0
3.2629	13.84	191200	3.4417	1.0
3.4471	13.85	191300	3.4420	1.0
3.3174	13.86	191400	3.4400	1.0
3.3505	13.86	191500	3.4430	1.0
3.4601	13.87	191600	3.4409	1.0
3.2617	13.88	191700	3.4439	1.0
3.4259	13.89	191800	3.4451	1.0
3.4135	13.89	191900	3.4424	1.0
3.2713	13.9	192000	3.4425	1.0
3.3399	13.91	192100	3.4450	1.0
3.375	13.91	192200	3.4440	1.0
3.2318	13.92	192300	3.4449	1.0
3.2925	13.93	192400	3.4430	1.0
3.416	13.94	192500	3.4440	1.0
3.283	13.94	192600	3.4441	1.0
3.249	13.95	192700	3.4436	1.0
3.3415	13.96	192800	3.4435	1.0
3.3123	13.97	192900	3.4427	1.0
3.3019	13.97	193000	3.4414	1.0
3.3949	13.98	193100	3.4409	1.0
3.3118	13.99	193200	3.4413	1.0
3.4302	13.99	193300	3.4431	1.0
3.382	14.0	193400	3.4439	1.0
3.4496	14.01	193500	3.4429	1.0
3.2643	14.02	193600	3.4454	1.0
3.2298	14.02	193700	3.4439	1.0
3.3804	14.03	193800	3.4429	1.0
3.2049	14.04	193900	3.4429	1.0
3.3818	14.04	194000	3.4420	1.0
3.2901	14.05	194100	3.4433	1.0
3.2989	14.06	194200	3.4419	1.0
3.2548	14.07	194300	3.4434	1.0
3.454	14.07	194400	3.4432	1.0
3.3365	14.08	194500	3.4433	1.0
3.3799	14.09	194600	3.4443	1.0
3.3536	14.1	194700	3.4438	1.0
3.5929	14.1	194800	3.4441	1.0
4.2116	14.11	194900	3.4433	1.0
3.4121	14.12	195000	3.4437	1.0
3.3715	14.12	195100	3.4442	1.0
3.4325	14.13	195200	3.4467	1.0
3.3585	14.14	195300	3.4450	1.0
3.3374	14.15	195400	3.4421	1.0
3.3519	14.15	195500	3.4421	1.0
3.4128	14.16	195600	3.4416	1.0
3.3448	14.17	195700	3.4412	1.0
3.4239	14.18	195800	3.4418	1.0
3.6124	14.18	195900	3.4440	1.0
3.3607	14.19	196000	3.4444	1.0
3.3141	14.2	196100	3.4433	1.0
3.4431	14.2	196200	3.4432	1.0
3.4539	14.21	196300	3.4426	1.0
3.3409	14.22	196400	3.4418	1.0
3.2736	14.23	196500	3.4422	1.0
3.8002	14.23	196600	3.4431	1.0
3.501	14.24	196700	3.4421	1.0
3.3537	14.25	196800	3.4420	1.0
3.4373	14.25	196900	3.4412	1.0
3.359	14.26	197000	3.4412	1.0
3.302	14.27	197100	3.4425	1.0
3.3282	14.28	197200	3.4424	1.0
3.3941	14.28	197300	3.4424	1.0
4.4183	14.29	197400	3.4435	1.0
3.4406	14.3	197500	3.4432	1.0
3.285	14.31	197600	3.4432	1.0
3.3289	14.31	197700	3.4442	1.0
3.3085	14.32	197800	3.4426	1.0
3.2033	14.33	197900	3.4446	1.0
3.3691	14.33	198000	3.4448	1.0
3.3715	14.34	198100	3.4448	1.0
4.5572	14.35	198200	3.4432	1.0
3.3509	14.36	198300	3.4431	1.0
3.3179	14.36	198400	3.4426	1.0
3.2891	14.37	198500	3.4436	1.0
3.3872	14.38	198600	3.4436	1.0
3.3177	14.38	198700	3.4442	1.0
3.4302	14.39	198800	3.4446	1.0
3.3834	14.4	198900	3.4441	1.0
3.4318	14.41	199000	3.4430	1.0
3.4176	14.41	199100	3.4431	1.0
4.6882	14.42	199200	3.4431	1.0
3.2657	14.43	199300	3.4436	1.0
3.3929	14.44	199400	3.4436	1.0
5.337	14.44	199500	3.4432	1.0
3.4289	14.45	199600	3.4432	1.0
3.2498	14.46	199700	3.4435	1.0
3.3635	14.46	199800	3.4432	1.0
5.4355	14.47	199900	3.4418	1.0
3.2158	14.48	200000	3.4427	1.0
3.4885	14.49	200100	3.4435	1.0
3.3739	14.49	200200	3.4430	1.0
3.4712	14.5	200300	3.4434	1.0
3.3742	14.51	200400	3.4444	1.0
3.3465	14.52	200500	3.4429	1.0
3.3277	14.52	200600	3.4430	1.0
3.3073	14.53	200700	3.4431	1.0
3.33	14.54	200800	3.4432	1.0
3.3857	14.54	200900	3.4436	1.0
3.4481	14.55	201000	3.4430	1.0
3.546	14.56	201100	3.4416	1.0
3.4435	14.57	201200	3.4404	1.0
3.3237	14.57	201300	3.4408	1.0
3.3347	14.58	201400	3.4420	1.0
4.5461	14.59	201500	3.4420	1.0
3.3307	14.59	201600	3.4430	1.0
3.3899	14.6	201700	3.4439	1.0
3.2613	14.61	201800	3.4435	1.0
3.2693	14.62	201900	3.4426	1.0
3.3621	14.62	202000	3.4430	1.0
3.4383	14.63	202100	3.4434	1.0
3.5096	14.64	202200	3.4444	1.0
3.3962	14.65	202300	3.4445	1.0
3.3854	14.65	202400	3.4441	1.0
3.3116	14.66	202500	3.4445	1.0
3.3691	14.67	202600	3.4445	1.0
3.3821	14.67	202700	3.4440	1.0
3.2872	14.68	202800	3.4431	1.0
3.3575	14.69	202900	3.4431	1.0
3.2881	14.7	203000	3.4435	1.0
3.4115	14.7	203100	3.4440	1.0
3.3814	14.71	203200	3.4439	1.0
3.3609	14.72	203300	3.4435	1.0
3.3261	14.73	203400	3.4430	1.0
3.2983	14.73	203500	3.4435	1.0
3.3094	14.74	203600	3.4431	1.0
3.2582	14.75	203700	3.4431	1.0
3.2963	14.75	203800	3.4435	1.0
3.361	14.76	203900	3.4435	1.0
3.2636	14.77	204000	3.4440	1.0
3.2908	14.78	204100	3.4439	1.0
3.4743	14.78	204200	3.4445	1.0
3.2633	14.79	204300	3.4444	1.0
3.6696	14.8	204400	3.4440	1.0
3.4295	14.8	204500	3.4439	1.0
3.2838	14.81	204600	3.4439	1.0
3.285	14.82	204700	3.4439	1.0
3.2501	14.83	204800	3.4443	1.0
3.2872	14.83	204900	3.4443	1.0
3.3486	14.84	205000	3.4443	1.0
3.2943	14.85	205100	3.4443	1.0
3.2908	14.86	205200	3.4438	1.0
4.0962	14.86	205300	3.4443	1.0
3.2306	14.87	205400	3.4433	1.0
3.4682	14.88	205500	3.4433	1.0
3.2785	14.88	205600	3.4438	1.0
3.4161	14.89	205700	3.4438	1.0
3.299	14.9	205800	3.4438	1.0
3.3116	14.91	205900	3.4438	1.0
3.3456	14.91	206000	3.4439	1.0
3.263	14.92	206100	3.4439	1.0
3.4408	14.93	206200	3.4444	1.0
3.3478	14.94	206300	3.4443	1.0
3.1718	14.94	206400	3.4438	1.0
3.2811	14.95	206500	3.4439	1.0
3.4132	14.96	206600	3.4439	1.0
3.2337	14.96	206700	3.4439	1.0
3.3859	14.97	206800	3.4439	1.0
3.3501	14.98	206900	3.4439	1.0
3.5111	14.99	207000	3.4439	1.0
3.5375	14.99	207100	3.4439	1.0

Framework versions

Transformers 4.17.0.dev0
Pytorch 1.10.0+cu111
Datasets 1.18.3
Tokenizers 0.10.3

Как запустить

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

GPU в ailist

Универсальный рантайм

Можно запустить

Подбираем GPU…

Класс архитектуры: WavLMForCTC
Ревизия весов: 1b2ddf0

Характеристики

Ссылки

wavlm-vindata-demo-dist

Бенчмарки

Тесты пользователейпока нет

Добавьте модель в бенчмарк

Опишите свои задачи

Запустите и опубликуйте

Публичные оценки

Что умеет модель

Сценарии применения

Ограничения

Для каких профессий подходит3

Карточка модели

wavlm-vindata-demo-dist

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Как запустить