wavlm-vindata-demo-dist

phongdtd/wavlm-vindata-demo-dist

wavlm-vindata-demo-dist is a automatic speech recognition model from phongdtd. Use it when you need speech turned into text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Automatic Speech Recognition
Library: transformers
Model type: wavlm
Access: Public
Created: Mar 2, 2022
Updated: Feb 17, 2022
SHA: 1b2ddf0f

Datasets

vin_data_vlsp

Model card

From the Hugging Face model README

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

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

Task: Automatic Speech Recognition
Library: transformers
Type: wavlm
Created: Mar 2, 2022
Updated: Feb 17, 2022