utkarshbelkhede/t5-small-sec-10K

t5-small-sec

This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.0856
• Rouge1: 32.2284
• Rouge2: 28.534
• Rougel: 31.5055
• Rougelsum: 31.5557
• Gen Len: 19.0

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: 2e-05
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 1000
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	7	4.6983	11.362	2.7982	8.7377	9.7976	18.98
No log	2.0	14	4.2258	12.0011	3.5612	9.3131	10.4507	18.98
No log	3.0	21	3.8453	11.8522	3.4893	9.1555	10.2755	18.98
No log	4.0	28	3.5885	12.3065	4.0008	9.7828	10.8749	18.98
No log	5.0	35	3.4236	12.7682	4.2469	10.3591	11.4642	18.98
No log	6.0	42	3.2760	13.6201	4.9127	11.564	12.2789	18.98
No log	7.0	49	3.1441	12.8404	4.2904	11.0183	11.5934	18.98
No log	8.0	56	3.0378	12.9692	4.8361	11.1002	11.793	18.98
No log	9.0	63	2.9405	13.7953	5.4215	11.7945	12.5504	18.98
No log	10.0	70	2.8531	13.7016	5.3292	11.4372	12.4143	18.98
No log	11.0	77	2.7763	14.1725	5.8704	12.0214	13.062	18.98
No log	12.0	84	2.7021	14.8748	6.2724	12.7188	13.9306	18.98
No log	13.0	91	2.6352	15.153	6.7464	13.1611	14.2163	18.98
No log	14.0	98	2.5728	15.7556	7.3286	13.7175	14.7632	18.98
No log	15.0	105	2.5157	15.934	7.3678	13.8633	14.9156	18.98
No log	16.0	112	2.4617	15.8061	7.3323	13.7464	14.7774	18.98
No log	17.0	119	2.4082	16.0665	7.5165	13.9392	14.9721	18.86
No log	18.0	126	2.3633	16.0633	7.4792	13.9652	14.9779	18.86
No log	19.0	133	2.3129	15.5809	6.8635	13.4883	14.4031	18.86
No log	20.0	140	2.2642	15.0965	6.6965	12.9499	13.9616	18.86
No log	21.0	147	2.2172	15.9807	7.581	13.7652	14.7561	18.86
No log	22.0	154	2.1728	16.0223	7.3494	13.6557	14.8175	18.98
No log	23.0	161	2.1288	15.8624	7.3123	13.5385	14.7155	18.98
No log	24.0	168	2.0880	15.6815	7.2739	13.4081	14.5708	18.98
No log	25.0	175	2.0464	15.7728	7.2739	13.4408	14.6141	18.98
No log	26.0	182	2.0058	16.0941	7.7024	13.9582	15.0287	19.0
No log	27.0	189	1.9649	16.2728	7.7024	14.016	15.1315	19.0
No log	28.0	196	1.9242	16.3716	7.5627	14.0692	14.9967	19.0
No log	29.0	203	1.8868	16.7062	8.0777	14.4908	15.3399	19.0
No log	30.0	210	1.8492	17.0537	8.5578	14.9207	15.733	19.0
No log	31.0	217	1.8141	17.4443	8.73	15.0351	16.0924	19.0
No log	32.0	224	1.7791	17.4203	8.7258	15.0247	16.0522	19.0
No log	33.0	231	1.7435	17.5906	8.8872	15.425	16.3617	19.0
No log	34.0	238	1.7118	17.5006	8.8774	15.3052	16.2158	19.0
No log	35.0	245	1.6789	17.8356	9.3694	15.6864	16.5223	19.0
No log	36.0	252	1.6519	18.167	9.8435	16.1156	17.0117	19.0
No log	37.0	259	1.6209	18.4921	10.1301	16.3481	17.2986	19.0
No log	38.0	266	1.5897	18.1784	9.9809	16.2313	17.2703	19.0
No log	39.0	273	1.5591	18.3933	10.1286	16.3521	17.3927	19.0
No log	40.0	280	1.5272	18.6151	10.3291	16.6078	17.7778	19.0
No log	41.0	287	1.4980	19.3033	11.0918	17.3141	18.4394	19.0
No log	42.0	294	1.4677	19.4567	11.1469	17.3278	18.6073	19.0
No log	43.0	301	1.4390	19.4743	11.2466	17.4536	18.6962	19.0
No log	44.0	308	1.4102	19.6048	11.2731	17.3539	18.6521	19.0
No log	45.0	315	1.3801	19.6608	11.4561	17.4567	18.8374	19.0
No log	46.0	322	1.3495	20.1292	12.002	17.7646	19.1702	19.0
No log	47.0	329	1.3201	20.4712	12.4172	18.1381	19.4745	19.0
No log	48.0	336	1.2926	20.8209	12.5027	18.4521	19.8635	19.0
No log	49.0	343	1.2651	21.1144	12.8328	18.7545	20.1599	19.0
No log	50.0	350	1.2386	20.986	12.5814	18.6581	20.0825	19.0
No log	51.0	357	1.2141	21.1851	12.6943	18.7884	20.1736	19.0
No log	52.0	364	1.1894	21.2413	12.8142	18.8696	20.2067	19.0
No log	53.0	371	1.1649	21.7568	13.5278	19.6002	20.8412	19.0
No log	54.0	378	1.1384	22.4831	14.5218	20.1422	21.5559	19.0
No log	55.0	385	1.1157	22.6313	14.8353	20.3762	21.7705	19.0
No log	56.0	392	1.0953	22.5042	14.6022	20.2466	21.582	19.0
No log	57.0	399	1.0747	22.5145	14.7475	20.2386	21.6141	19.0
No log	58.0	406	1.0559	22.7369	14.8047	20.2974	21.7249	19.0
No log	59.0	413	1.0372	22.9126	14.9207	20.457	21.8601	19.0
No log	60.0	420	1.0195	22.8047	15.1019	20.4638	21.7913	19.0
No log	61.0	427	1.0015	22.7677	15.1019	20.4523	21.6938	19.0
No log	62.0	434	0.9835	22.8638	15.2116	20.5492	21.8304	19.0
No log	63.0	441	0.9655	23.2814	15.6409	20.8081	22.264	19.0
No log	64.0	448	0.9482	23.4252	15.8487	20.9933	22.4011	19.0
No log	65.0	455	0.9297	23.1092	15.6467	20.9232	22.1535	19.0
No log	66.0	462	0.9111	23.1047	15.6467	20.8809	22.148	19.0
No log	67.0	469	0.8930	23.6157	15.7791	21.0336	22.4882	19.0
No log	68.0	476	0.8758	23.7294	15.8868	21.0767	22.5998	19.0
No log	69.0	483	0.8600	23.6303	15.9537	21.3186	22.5258	19.0
No log	70.0	490	0.8457	24.0211	16.3344	21.6141	22.8646	19.0
No log	71.0	497	0.8306	24.4543	16.7445	22.22	23.35	19.0
2.234	72.0	504	0.8169	24.3446	16.5757	22.0443	23.1601	18.94
2.234	73.0	511	0.8028	24.6037	16.8537	22.254	23.4177	19.0
2.234	74.0	518	0.7893	24.5006	16.93	22.3802	23.3089	19.0
2.234	75.0	525	0.7767	24.5641	17.1414	22.439	23.3614	19.0
2.234	76.0	532	0.7628	24.4938	17.1622	22.4595	23.4953	19.0
2.234	77.0	539	0.7491	24.4955	17.1139	22.5084	23.4422	19.0
2.234	78.0	546	0.7370	25.2992	17.7973	23.4208	24.0642	19.0
2.234	79.0	553	0.7264	25.3397	17.6927	23.4483	24.1897	18.94
2.234	80.0	560	0.7171	25.2813	17.5431	23.371	24.0918	18.94
2.234	81.0	567	0.7065	24.8028	17.3248	23.0219	23.6579	19.0
2.234	82.0	574	0.6955	25.2603	17.6915	23.322	24.0599	18.94
2.234	83.0	581	0.6850	25.5258	17.8746	23.6253	24.4615	18.94
2.234	84.0	588	0.6753	25.5363	17.9781	23.7546	24.4257	18.94
2.234	85.0	595	0.6658	25.3495	18.1089	23.703	24.282	19.0
2.234	86.0	602	0.6569	25.0708	17.8801	23.4282	23.9078	18.94
2.234	87.0	609	0.6489	25.0266	17.9922	23.422	23.9164	18.94
2.234	88.0	616	0.6407	25.0172	18.0199	23.4155	23.9337	19.0
2.234	89.0	623	0.6317	24.922	17.9857	23.3527	23.8011	19.0
2.234	90.0	630	0.6234	24.9009	17.9847	23.2866	23.8712	19.0
2.234	91.0	637	0.6154	24.8534	18.0524	23.2679	23.8242	19.0
2.234	92.0	644	0.6082	24.9376	18.0509	23.3574	23.8951	19.0
2.234	93.0	651	0.6004	25.0	18.1129	23.4513	23.9827	19.0
2.234	94.0	658	0.5934	24.8637	17.7982	23.115	23.7761	19.0
2.234	95.0	665	0.5865	24.5734	17.5708	22.8594	23.5395	19.0
2.234	96.0	672	0.5793	24.6743	17.8841	23.0139	23.5864	19.0
2.234	97.0	679	0.5722	25.1153	18.5566	23.5382	24.0676	19.0
2.234	98.0	686	0.5664	25.2336	18.6306	23.5665	24.2091	19.0
2.234	99.0	693	0.5606	25.8403	19.2544	24.1043	24.827	19.0
2.234	100.0	700	0.5547	25.8401	19.3103	24.1723	24.8189	19.0
2.234	101.0	707	0.5489	25.9165	19.7932	24.4001	25.0214	19.0
2.234	102.0	714	0.5427	26.1503	20.1415	24.672	25.2171	19.0
2.234	103.0	721	0.5372	26.2728	20.1751	24.7661	25.3402	19.0
2.234	104.0	728	0.5321	26.3086	20.2377	24.7661	25.3768	19.0
2.234	105.0	735	0.5272	26.3324	20.1971	24.741	25.4227	19.0
2.234	106.0	742	0.5221	26.6528	20.8582	25.1293	25.8014	19.0
2.234	107.0	749	0.5161	26.6946	20.8596	25.0726	25.8291	19.0
2.234	108.0	756	0.5114	26.59	20.8571	25.1594	25.7803	19.0
2.234	109.0	763	0.5070	26.5239	20.6469	25.049	25.6539	19.0
2.234	110.0	770	0.5027	26.5239	20.6263	25.049	25.6257	19.0
2.234	111.0	777	0.4977	26.6538	20.909	25.1895	25.8624	19.0
2.234	112.0	784	0.4927	26.6828	20.7963	25.172	25.8074	19.0
2.234	113.0	791	0.4872	26.6042	20.7493	25.0792	25.7606	19.0
2.234	114.0	798	0.4820	26.3124	20.2776	24.7171	25.3684	19.0
2.234	115.0	805	0.4779	26.5558	20.4997	24.8879	25.5925	19.0
2.234	116.0	812	0.4736	26.2154	20.2546	24.6121	25.3458	19.0
2.234	117.0	819	0.4691	26.2652	20.2177	24.7039	25.3086	19.0
2.234	118.0	826	0.4658	26.2129	20.154	24.6656	25.2793	19.0
2.234	119.0	833	0.4623	26.4794	20.4029	24.8631	25.5696	19.0
2.234	120.0	840	0.4582	26.3077	20.2257	24.7431	25.3879	19.0
2.234	121.0	847	0.4545	26.0652	19.935	24.5384	25.097	19.0
2.234	122.0	854	0.4501	26.361	20.292	24.7871	25.452	19.0
2.234	123.0	861	0.4463	26.361	20.292	24.7871	25.452	19.0
2.234	124.0	868	0.4433	26.3758	20.351	24.7589	25.4636	19.0
2.234	125.0	875	0.4399	26.3758	20.351	24.7589	25.4636	19.0
2.234	126.0	882	0.4365	26.3459	20.292	24.7834	25.4484	19.0
2.234	127.0	889	0.4337	26.3229	20.2924	24.7529	25.445	19.0
2.234	128.0	896	0.4310	26.3229	20.2924	24.7529	25.445	19.0
2.234	129.0	903	0.4280	26.361	20.292	24.759	25.452	19.0
2.234	130.0	910	0.4251	26.361	20.292	24.759	25.452	19.0
2.234	131.0	917	0.4219	26.2313	20.0755	24.5457	25.2876	19.0
2.234	132.0	924	0.4190	26.3448	20.2413	24.5632	25.3904	19.0
2.234	133.0	931	0.4161	26.2977	20.2013	24.6035	25.3575	19.0
2.234	134.0	938	0.4125	26.9053	20.8956	25.1115	25.8695	19.0
2.234	135.0	945	0.4094	27.0423	20.9187	25.2399	25.977	19.0
2.234	136.0	952	0.4061	26.941	20.9813	25.0791	25.8246	19.0
2.234	137.0	959	0.4032	26.941	20.9813	25.0791	25.8246	19.0
2.234	138.0	966	0.4005	26.7839	20.9539	24.9493	25.735	19.0
2.234	139.0	973	0.3981	26.8264	20.9522	24.9475	25.7656	19.0
2.234	140.0	980	0.3950	27.1217	21.3657	25.2847	26.0664	19.0
2.234	141.0	987	0.3917	26.8529	21.3392	25.2223	25.8628	19.0
2.234	142.0	994	0.3891	26.9542	21.3392	25.3029	25.9634	19.0
0.8247	143.0	1001	0.3872	26.9542	21.3392	25.3029	25.9634	19.0
0.8247	144.0	1008	0.3851	26.954	21.339	25.1999	25.9115	19.0
0.8247	145.0	1015	0.3828	26.954	21.339	25.1999	25.9115	19.0
0.8247	146.0	1022	0.3795	27.211	21.7609	25.5337	26.2491	19.0
0.8247	147.0	1029	0.3765	27.5119	21.8162	25.773	26.4442	19.0
0.8247	148.0	1036	0.3747	27.5147	21.8166	25.816	26.4261	19.0
0.8247	149.0	1043	0.3721	27.11	21.2671	25.3668	25.9832	19.0
0.8247	150.0	1050	0.3695	27.011	21.3523	25.275	25.9849	19.0
0.8247	151.0	1057	0.3667	27.011	21.3523	25.275	25.9849	19.0
0.8247	152.0	1064	0.3643	26.8762	21.3229	25.2291	25.8448	19.0
0.8247	153.0	1071	0.3619	26.7423	21.3148	25.1436	25.7247	19.0
0.8247	154.0	1078	0.3597	27.2285	21.7893	25.5016	26.1363	19.0
0.8247	155.0	1085	0.3569	26.9347	21.4481	25.202	25.9288	19.0
0.8247	156.0	1092	0.3542	26.8073	21.4074	25.164	25.8427	19.0
0.8247	157.0	1099	0.3523	26.8585	21.4484	25.3552	26.1027	19.0
0.8247	158.0	1106	0.3501	26.8874	21.4484	25.4233	26.1418	19.0
0.8247	159.0	1113	0.3481	26.3889	20.7315	24.9697	25.5298	19.0
0.8247	160.0	1120	0.3462	26.4141	20.7382	24.9742	25.5443	19.0
0.8247	161.0	1127	0.3444	26.4434	20.7724	24.94	25.4982	19.0
0.8247	162.0	1134	0.3421	26.44	20.7714	24.9389	25.4971	19.0
0.8247	163.0	1141	0.3400	26.4885	20.8024	24.954	25.5336	19.0
0.8247	164.0	1148	0.3371	26.8424	21.4757	25.3475	26.025	19.0
0.8247	165.0	1155	0.3348	26.6869	21.3582	25.1949	25.8305	19.0
0.8247	166.0	1162	0.3328	26.7864	21.3582	25.3004	25.9217	19.0
0.8247	167.0	1169	0.3307	26.4961	21.3053	25.0805	25.6481	19.0
0.8247	168.0	1176	0.3290	26.1855	20.7598	24.7578	25.3158	19.0
0.8247	169.0	1183	0.3276	26.1855	20.7598	24.7578	25.3158	19.0
0.8247	170.0	1190	0.3255	26.3362	20.7593	24.7501	25.3055	19.0
0.8247	171.0	1197	0.3236	26.5342	21.3055	25.0784	25.7001	19.0
0.8247	172.0	1204	0.3219	26.1834	20.7593	24.7567	25.3127	19.0
0.8247	173.0	1211	0.3199	26.5384	21.3057	25.0795	25.7032	19.0
0.8247	174.0	1218	0.3181	26.5384	21.3057	25.0795	25.7032	19.0
0.8247	175.0	1225	0.3163	26.4	21.2578	24.9477	25.5661	19.0
0.8247	176.0	1232	0.3144	26.5428	21.3112	24.9866	25.6532	19.0
0.8247	177.0	1239	0.3123	26.4446	21.2931	24.9477	25.6048	19.0
0.8247	178.0	1246	0.3103	26.4446	21.2931	24.9477	25.6048	19.0
0.8247	179.0	1253	0.3086	26.4446	21.2931	24.9477	25.6048	19.0
0.8247	180.0	1260	0.3067	26.5699	21.3383	25.0784	25.7432	19.0
0.8247	181.0	1267	0.3051	26.5342	21.3055	25.0784	25.7001	19.0
0.8247	182.0	1274	0.3033	26.5342	21.3055	25.0784	25.7001	19.0
0.8247	183.0	1281	0.3022	26.6363	21.3383	25.0784	25.7852	19.0
0.8247	184.0	1288	0.3009	26.5699	21.3383	25.0784	25.7432	19.0
0.8247	185.0	1295	0.2994	26.4861	21.3383	25.0215	25.6423	19.0
0.8247	186.0	1302	0.2972	26.5699	21.3383	25.0784	25.7432	19.0
0.8247	187.0	1309	0.2953	26.5364	21.3383	25.0287	25.7335	19.0
0.8247	188.0	1316	0.2933	26.4919	21.2931	24.978	25.6755	19.0
0.8247	189.0	1323	0.2917	26.4919	21.2931	24.978	25.6755	19.0
0.8247	190.0	1330	0.2903	26.4965	21.2937	24.9822	25.6765	19.0
0.8247	191.0	1337	0.2886	26.4965	21.2937	24.9822	25.6765	19.0
0.8247	192.0	1344	0.2871	26.4965	21.2937	24.9822	25.6765	19.0
0.8247	193.0	1351	0.2857	26.4965	21.2937	24.9822	25.6765	19.0
0.8247	194.0	1358	0.2845	27.6214	22.7746	26.212	26.7893	19.0
0.8247	195.0	1365	0.2833	27.6766	22.8377	26.2459	26.8427	19.0
0.8247	196.0	1372	0.2821	26.6668	21.412	25.0675	25.7861	19.0
0.8247	197.0	1379	0.2808	26.5377	21.3511	25.0292	25.7345	19.0
0.8247	198.0	1386	0.2794	26.5377	21.3511	25.0292	25.7345	19.0
0.8247	199.0	1393	0.2782	26.5377	21.3511	25.0292	25.7345	19.0
0.8247	200.0	1400	0.2763	27.6214	22.8029	26.2108	26.7873	19.0
0.8247	201.0	1407	0.2745	27.6214	22.8029	26.2108	26.7873	19.0
0.8247	202.0	1414	0.2732	27.6214	22.8029	26.2108	26.7873	19.0
0.8247	203.0	1421	0.2719	27.6141	22.7604	26.1742	26.7845	19.0
0.8247	204.0	1428	0.2708	27.6141	22.7094	26.1748	26.7863	19.0
0.8247	205.0	1435	0.2697	27.6037	22.7094	26.1748	26.7482	19.0
0.8247	206.0	1442	0.2689	27.5437	22.7107	26.1754	26.7281	19.0
0.8247	207.0	1449	0.2683	27.685	22.7621	26.2104	26.7859	19.0
0.8247	208.0	1456	0.2671	27.7224	22.7621	26.2104	26.823	19.0
0.8247	209.0	1463	0.2657	27.6141	22.7604	26.1742	26.7845	19.0
0.8247	210.0	1470	0.2647	27.6745	22.837	26.2428	26.8417	19.0
0.8247	211.0	1477	0.2636	27.6745	22.837	26.2428	26.8417	19.0
0.8247	212.0	1484	0.2622	27.6214	22.8027	26.2066	26.7852	19.0
0.8247	213.0	1491	0.2605	27.6214	22.8027	26.2066	26.7852	19.0
0.8247	214.0	1498	0.2590	27.6214	22.8027	26.2066	26.7852	19.0
0.4848	215.0	1505	0.2577	27.6214	22.8027	26.2066	26.7852	19.0
0.4848	216.0	1512	0.2561	27.6141	22.7099	26.1772	26.7876	19.0
0.4848	217.0	1519	0.2545	27.6141	22.7099	26.1772	26.7876	19.0
0.4848	218.0	1526	0.2530	28.2128	23.39	26.725	27.4618	19.0
0.4848	219.0	1533	0.2516	28.2113	23.4341	26.725	27.4547	19.0
0.4848	220.0	1540	0.2508	28.2113	23.4341	26.725	27.4547	19.0
0.4848	221.0	1547	0.2497	28.2113	23.4341	26.725	27.4547	19.0
0.4848	222.0	1554	0.2487	28.2113	23.4341	26.725	27.4547	19.0
0.4848	223.0	1561	0.2473	28.4621	23.6287	27.0471	27.6486	19.0
0.4848	224.0	1568	0.2457	28.4621	23.6287	27.0471	27.6486	19.0
0.4848	225.0	1575	0.2444	28.8101	24.2509	27.5583	28.09	19.0
0.4848	226.0	1582	0.2435	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	227.0	1589	0.2425	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	228.0	1596	0.2417	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	229.0	1603	0.2410	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	230.0	1610	0.2397	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	231.0	1617	0.2380	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	232.0	1624	0.2368	28.8526	24.2514	27.5604	28.1516	19.0
0.4848	233.0	1631	0.2356	28.8526	24.2514	27.5604	28.1516	19.0
0.4848	234.0	1638	0.2344	28.8526	24.2514	27.5604	28.1516	19.0
0.4848	235.0	1645	0.2335	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	236.0	1652	0.2329	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	237.0	1659	0.2323	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	238.0	1666	0.2316	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	239.0	1673	0.2306	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	240.0	1680	0.2296	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	241.0	1687	0.2286	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	242.0	1694	0.2275	28.8101	24.2509	27.5583	28.09	19.0
0.4848	243.0	1701	0.2264	28.8101	24.2509	27.5583	28.09	19.0
0.4848	244.0	1708	0.2256	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	245.0	1715	0.2248	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	246.0	1722	0.2240	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	247.0	1729	0.2226	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	248.0	1736	0.2213	28.7896	24.2509	27.5183	28.0556	19.0
0.4848	249.0	1743	0.2207	28.8101	24.2509	27.5583	28.09	19.0
0.4848	250.0	1750	0.2201	28.8515	24.2509	27.5583	28.1505	19.0
0.4848	251.0	1757	0.2189	30.1056	25.7653	28.9152	29.4717	19.0
0.4848	252.0	1764	0.2178	30.1056	25.7653	28.9152	29.4717	19.0
0.4848	253.0	1771	0.2170	30.0731	25.7653	28.9152	29.4304	19.0
0.4848	254.0	1778	0.2162	30.0731	25.7653	28.9152	29.4304	19.0
0.4848	255.0	1785	0.2154	30.1091	25.8369	28.9446	29.4812	19.0
0.4848	256.0	1792	0.2145	30.1091	25.8369	28.9446	29.4812	19.0
0.4848	257.0	1799	0.2135	30.1328	26.0146	29.0423	29.5189	19.0
0.4848	258.0	1806	0.2127	30.1328	26.0146	29.0423	29.5189	19.0
0.4848	259.0	1813	0.2118	30.1496	25.901	28.9818	29.4954	19.0
0.4848	260.0	1820	0.2109	30.5807	26.586	29.5567	30.027	19.0
0.4848	261.0	1827	0.2099	30.1328	26.0146	29.0423	29.5189	19.0
0.4848	262.0	1834	0.2092	29.975	25.7233	28.8868	29.3017	19.0
0.4848	263.0	1841	0.2085	30.0805	25.7221	28.8845	29.3801	19.0
0.4848	264.0	1848	0.2076	30.0805	25.7221	28.8845	29.3801	19.0
0.4848	265.0	1855	0.2067	30.5283	26.4358	29.4239	29.9175	19.0
0.4848	266.0	1862	0.2059	30.0805	25.7221	28.8845	29.3801	19.0
0.4848	267.0	1869	0.2052	30.1084	25.7212	28.8823	29.4363	19.0
0.4848	268.0	1876	0.2042	30.082	25.7164	28.886	29.4007	19.0
0.4848	269.0	1883	0.2034	30.082	25.7164	28.886	29.4007	19.0
0.4848	270.0	1890	0.2023	30.082	25.7164	28.886	29.4007	19.0
0.4848	271.0	1897	0.2015	29.9475	25.7199	28.8905	29.2879	19.0
0.4848	272.0	1904	0.2007	29.9475	25.7199	28.8905	29.2879	19.0
0.4848	273.0	1911	0.2001	29.9475	25.7199	28.8905	29.2879	19.0
0.4848	274.0	1918	0.1996	30.4196	26.3965	29.4251	29.7909	19.0
0.4848	275.0	1925	0.1988	30.4196	26.3965	29.4251	29.7909	19.0
0.4848	276.0	1932	0.1978	30.4196	26.3965	29.4251	29.7909	19.0
0.4848	277.0	1939	0.1972	30.4196	26.3965	29.4251	29.7909	19.0
0.4848	278.0	1946	0.1968	30.4196	26.3965	29.4251	29.7909	19.0
0.4848	279.0	1953	0.1965	30.4196	26.3965	29.4251	29.7909	19.0
0.4848	280.0	1960	0.1959	30.4196	26.3965	29.4251	29.7909	19.0
0.4848	281.0	1967	0.1954	30.4196	26.3965	29.4251	29.7909	19.0
0.4848	282.0	1974	0.1949	30.4196	26.3965	29.4251	29.7909	19.0
0.4848	283.0	1981	0.1945	30.4196	26.3965	29.4251	29.7909	19.0
0.4848	284.0	1988	0.1939	30.4196	26.3377	29.3825	29.7858	19.0
0.4848	285.0	1995	0.1934	30.9381	26.9857	29.8217	30.3088	19.0
0.347	286.0	2002	0.1928	31.0936	27.0091	29.8492	30.3918	19.0
0.347	287.0	2009	0.1916	30.9887	26.9857	29.8217	30.3483	19.0
0.347	288.0	2016	0.1904	30.9096	26.8073	29.7311	30.2601	19.0
0.347	289.0	2023	0.1894	30.8466	26.8073	29.7332	30.2227	19.0
0.347	290.0	2030	0.1884	30.9396	26.9869	29.8238	30.3109	19.0
0.347	291.0	2037	0.1876	30.9898	26.9869	29.8238	30.3493	19.0
0.347	292.0	2044	0.1870	30.9898	26.9869	29.8238	30.3493	19.0
0.347	293.0	2051	0.1866	30.9315	26.945	29.7765	30.3159	19.0
0.347	294.0	2058	0.1860	30.9902	27.0338	29.8665	30.3511	19.0
0.347	295.0	2065	0.1855	30.9902	27.0338	29.8665	30.3511	19.0
0.347	296.0	2072	0.1850	30.9898	26.9869	29.8238	30.3493	19.0
0.347	297.0	2079	0.1842	30.9381	26.9857	29.8217	30.3088	19.0
0.347	298.0	2086	0.1836	30.9381	26.9857	29.8217	30.3088	19.0
0.347	299.0	2093	0.1828	30.8217	26.9232	29.7543	30.2418	19.0
0.347	300.0	2100	0.1823	30.8743	26.9232	29.7543	30.2961	19.0
0.347	301.0	2107	0.1818	30.8743	26.9232	29.7543	30.2961	19.0
0.347	302.0	2114	0.1815	30.8743	26.9232	29.7543	30.2961	19.0
0.347	303.0	2121	0.1810	30.8217	26.9232	29.7543	30.2418	19.0
0.347	304.0	2128	0.1805	30.8743	26.9232	29.7543	30.2961	19.0
0.347	305.0	2135	0.1800	30.8824	26.9766	29.7982	30.298	19.0
0.347	306.0	2142	0.1794	30.8824	26.9766	29.7982	30.298	19.0
0.347	307.0	2149	0.1789	30.8824	26.9766	29.7982	30.298	19.0
0.347	308.0	2156	0.1784	30.8743	26.9232	29.7543	30.2961	19.0
0.347	309.0	2163	0.1777	31.2848	27.323	30.116	30.5512	19.0
0.347	310.0	2170	0.1770	31.2848	27.323	30.116	30.5512	19.0
0.347	311.0	2177	0.1767	30.9902	27.0332	29.8646	30.3501	19.0
0.347	312.0	2184	0.1762	30.9902	27.0332	29.8646	30.3501	19.0
0.347	313.0	2191	0.1758	30.9902	27.0332	29.8646	30.3501	19.0
0.347	314.0	2198	0.1754	30.9902	27.0332	29.8646	30.3501	19.0
0.347	315.0	2205	0.1749	31.2848	27.323	30.116	30.5512	19.0
0.347	316.0	2212	0.1741	31.2811	27.2769	30.0679	30.5502	19.0
0.347	317.0	2219	0.1735	31.123	27.0091	29.8492	30.4411	19.0
0.347	318.0	2226	0.1729	31.123	27.0091	29.8492	30.4411	19.0
0.347	319.0	2233	0.1722	31.123	27.0091	29.8492	30.4411	19.0
0.347	320.0	2240	0.1717	31.123	27.0091	29.8492	30.4411	19.0
0.347	321.0	2247	0.1711	31.4166	27.3285	30.1176	30.6199	19.0
0.347	322.0	2254	0.1706	31.3003	27.2493	30.0134	30.4873	19.0
0.347	323.0	2261	0.1704	31.3003	27.2493	30.0134	30.4873	19.0
0.347	324.0	2268	0.1700	31.3003	27.2493	30.0134	30.4873	19.0
0.347	325.0	2275	0.1697	31.3003	27.2493	30.0134	30.4873	19.0
0.347	326.0	2282	0.1694	31.3003	27.2493	30.0134	30.4873	19.0
0.347	327.0	2289	0.1690	31.3003	27.2493	30.0134	30.4873	19.0
0.347	328.0	2296	0.1687	31.3003	27.2493	30.0134	30.4873	19.0
0.347	329.0	2303	0.1682	31.3003	27.2493	30.0134	30.4873	19.0
0.347	330.0	2310	0.1677	31.3003	27.2493	30.0134	30.4873	19.0
0.347	331.0	2317	0.1671	31.3571	27.2889	30.0694	30.5056	19.0
0.347	332.0	2324	0.1666	31.2811	27.2769	30.0679	30.5502	19.0
0.347	333.0	2331	0.1663	31.2848	27.323	30.116	30.5512	19.0
0.347	334.0	2338	0.1656	31.2317	27.2791	30.0667	30.525	19.0
0.347	335.0	2345	0.1649	31.1232	27.2403	30.0005	30.4292	19.0
0.347	336.0	2352	0.1645	31.1232	27.2403	30.0005	30.4292	19.0
0.347	337.0	2359	0.1642	31.1232	27.2403	30.0005	30.4292	19.0
0.347	338.0	2366	0.1639	31.1823	27.2791	30.0519	30.4612	19.0
0.347	339.0	2373	0.1632	31.1731	27.2299	30.0025	30.458	19.0
0.347	340.0	2380	0.1627	31.3571	27.2889	30.0694	30.5056	19.0
0.347	341.0	2387	0.1624	31.3571	27.2889	30.0694	30.5056	19.0
0.347	342.0	2394	0.1623	31.3571	27.2889	30.0694	30.5056	19.0
0.347	343.0	2401	0.1619	31.3571	27.2889	30.0694	30.5056	19.0
0.347	344.0	2408	0.1613	31.3571	27.2889	30.0694	30.5056	19.0
0.347	345.0	2415	0.1608	31.0547	27.1163	30.0154	30.4102	19.0
0.347	346.0	2422	0.1607	31.0547	27.1163	30.0154	30.4102	19.0
0.347	347.0	2429	0.1603	31.0547	27.1163	30.0154	30.4102	19.0
0.347	348.0	2436	0.1600	31.0547	27.1163	30.0154	30.4102	19.0
0.347	349.0	2443	0.1594	31.1731	27.2299	30.0025	30.458	19.0
0.347	350.0	2450	0.1590	31.3571	27.2889	30.0694	30.5056	19.0
0.347	351.0	2457	0.1586	31.3571	27.2889	30.0694	30.5056	19.0
0.347	352.0	2464	0.1583	31.3499	27.4223	30.2332	30.6358	19.0
0.347	353.0	2471	0.1579	31.3499	27.4223	30.2332	30.6358	19.0
0.347	354.0	2478	0.1575	31.3888	27.4223	30.2332	30.6358	19.0
0.347	355.0	2485	0.1571	31.4259	27.452	30.2729	30.6697	19.0
0.347	356.0	2492	0.1566	31.4259	27.452	30.2729	30.6697	19.0
0.347	357.0	2499	0.1561	31.4259	27.452	30.2729	30.6697	19.0
0.2715	358.0	2506	0.1556	31.4259	27.452	30.2729	30.6697	19.0
0.2715	359.0	2513	0.1549	31.2625	27.3405	30.2832	30.6299	19.0
0.2715	360.0	2520	0.1546	31.4259	27.452	30.2729	30.6697	19.0
0.2715	361.0	2527	0.1545	31.4259	27.452	30.2729	30.6697	19.0
0.2715	362.0	2534	0.1543	31.4259	27.452	30.2729	30.6697	19.0
0.2715	363.0	2541	0.1541	31.4259	27.452	30.2729	30.6697	19.0
0.2715	364.0	2548	0.1542	31.5919	27.514	30.295	30.7228	19.0
0.2715	365.0	2555	0.1540	31.5919	27.514	30.295	30.7228	19.0
0.2715	366.0	2562	0.1536	31.4259	27.452	30.2729	30.6697	19.0
0.2715	367.0	2569	0.1532	31.4259	27.452	30.2729	30.6697	19.0
0.2715	368.0	2576	0.1530	31.4959	27.4871	30.3516	30.7743	19.0
0.2715	369.0	2583	0.1526	31.4959	27.4871	30.3516	30.7743	19.0
0.2715	370.0	2590	0.1521	31.4959	27.4871	30.3516	30.7743	19.0
0.2715	371.0	2597	0.1515	31.4959	27.4871	30.3516	30.7743	19.0
0.2715	372.0	2604	0.1510	31.4959	27.4871	30.3516	30.7743	19.0
0.2715	373.0	2611	0.1507	31.4959	27.4871	30.3516	30.7743	19.0
0.2715	374.0	2618	0.1504	31.4959	27.4871	30.3516	30.7743	19.0
0.2715	375.0	2625	0.1500	31.4959	27.4871	30.3516	30.7743	19.0
0.2715	376.0	2632	0.1495	31.4259	27.452	30.2729	30.6697	19.0
0.2715	377.0	2639	0.1491	31.4259	27.452	30.2729	30.6697	19.0
0.2715	378.0	2646	0.1489	31.5919	27.514	30.295	30.7228	19.0
0.2715	379.0	2653	0.1486	31.5919	27.514	30.295	30.7228	19.0
0.2715	380.0	2660	0.1483	31.4259	27.452	30.2729	30.6697	19.0
0.2715	381.0	2667	0.1482	31.4259	27.452	30.2729	30.6697	19.0
0.2715	382.0	2674	0.1480	31.4259	27.452	30.2729	30.6697	19.0
0.2715	383.0	2681	0.1479	31.4259	27.452	30.2729	30.6697	19.0
0.2715	384.0	2688	0.1480	31.5919	27.514	30.295	30.7228	19.0
0.2715	385.0	2695	0.1477	31.5919	27.514	30.295	30.7228	19.0
0.2715	386.0	2702	0.1476	31.5919	27.514	30.295	30.7228	19.0
0.2715	387.0	2709	0.1471	31.5919	27.514	30.295	30.7228	19.0
0.2715	388.0	2716	0.1468	31.5919	27.514	30.295	30.7228	19.0
0.2715	389.0	2723	0.1467	31.4259	27.452	30.2729	30.6697	19.0
0.2715	390.0	2730	0.1463	31.4259	27.452	30.2729	30.6697	19.0
0.2715	391.0	2737	0.1460	31.4259	27.452	30.2729	30.6697	19.0
0.2715	392.0	2744	0.1457	31.4259	27.452	30.2729	30.6697	19.0
0.2715	393.0	2751	0.1453	31.4259	27.452	30.2729	30.6697	19.0
0.2715	394.0	2758	0.1448	31.5919	27.514	30.295	30.7228	19.0
0.2715	395.0	2765	0.1446	31.5919	27.514	30.295	30.7228	19.0
0.2715	396.0	2772	0.1443	31.4259	27.452	30.2729	30.6697	19.0
0.2715	397.0	2779	0.1436	31.4259	27.452	30.2729	30.6697	19.0
0.2715	398.0	2786	0.1433	31.4259	27.452	30.2729	30.6697	19.0
0.2715	399.0	2793	0.1430	31.4399	27.476	30.2554	30.6717	19.0
0.2715	400.0	2800	0.1429	31.4872	27.5228	30.2981	30.7255	19.0
0.2715	401.0	2807	0.1427	31.4872	27.5228	30.2981	30.7255	19.0
0.2715	402.0	2814	0.1424	31.5099	27.5424	30.3241	30.744	19.0
0.2715	403.0	2821	0.1422	31.5099	27.5424	30.3241	30.744	19.0
0.2715	404.0	2828	0.1420	31.5099	27.5424	30.3241	30.744	19.0
0.2715	405.0	2835	0.1419	31.6471	27.5429	30.3257	30.77	19.0
0.2715	406.0	2842	0.1417	31.6471	27.5429	30.3257	30.77	19.0
0.2715	407.0	2849	0.1414	31.6471	27.5429	30.3257	30.77	19.0
0.2715	408.0	2856	0.1410	31.5919	27.514	30.295	30.7228	19.0
0.2715	409.0	2863	0.1408	31.4463	27.3594	30.3027	30.6642	19.0
0.2715	410.0	2870	0.1406	31.4463	27.3594	30.3027	30.6642	19.0
0.2715	411.0	2877	0.1403	31.5068	27.4117	30.3334	30.6937	19.0
0.2715	412.0	2884	0.1400	31.5468	27.456	30.3719	30.7612	19.0
0.2715	413.0	2891	0.1395	31.5014	27.4196	30.3412	30.7303	19.0
0.2715	414.0	2898	0.1393	31.5014	27.4196	30.3412	30.7303	19.0
0.2715	415.0	2905	0.1393	31.5014	27.4196	30.3412	30.7303	19.0
0.2715	416.0	2912	0.1392	31.2855	27.3007	30.275	30.6413	19.0
0.2715	417.0	2919	0.1390	31.2232	27.2724	30.2434	30.599	19.0
0.2715	418.0	2926	0.1388	31.2232	27.2724	30.2434	30.599	19.0
0.2715	419.0	2933	0.1384	31.2232	27.2724	30.2434	30.599	19.0
0.2715	420.0	2940	0.1379	31.5156	27.5155	30.4983	30.7383	19.0
0.2715	421.0	2947	0.1374	31.5753	27.5683	30.5421	30.7782	19.0
0.2715	422.0	2954	0.1371	31.6484	27.5932	30.5844	30.8486	19.0
0.2715	423.0	2961	0.1368	31.7452	27.6767	30.6858	30.9443	19.0
0.2715	424.0	2968	0.1365	31.7452	27.6767	30.6858	30.9443	19.0
0.2715	425.0	2975	0.1366	31.6852	27.6514	30.6511	30.8842	19.0
0.2715	426.0	2982	0.1366	31.6194	27.6082	30.6236	30.8361	19.0
0.2715	427.0	2989	0.1365	31.5753	27.5683	30.5421	30.7782	19.0
0.2715	428.0	2996	0.1363	31.5753	27.5683	30.5421	30.7782	19.0
0.2217	429.0	3003	0.1359	31.5156	27.5155	30.4983	30.7383	19.0
0.2217	430.0	3010	0.1357	31.5156	27.5155	30.4983	30.7383	19.0
0.2217	431.0	3017	0.1353	31.5156	27.5155	30.4983	30.7383	19.0
0.2217	432.0	3024	0.1346	31.5932	27.513	30.4589	30.786	19.0
0.2217	433.0	3031	0.1340	31.5932	27.513	30.4589	30.786	19.0
0.2217	434.0	3038	0.1336	32.0771	27.895	30.9182	31.3334	19.0
0.2217	435.0	3045	0.1332	32.1306	27.9949	30.991	31.3535	19.0
0.2217	436.0	3052	0.1330	32.0795	27.9442	30.9518	31.3388	19.0
0.2217	437.0	3059	0.1326	32.0795	27.9442	30.9518	31.3388	19.0
0.2217	438.0	3066	0.1322	32.0795	27.9442	30.9518	31.3388	19.0
0.2217	439.0	3073	0.1318	32.0213	27.8584	30.868	31.2781	19.0
0.2217	440.0	3080	0.1314	32.0843	27.9836	30.9569	31.333	19.0
0.2217	441.0	3087	0.1312	31.8913	27.8318	30.9259	31.216	19.0
0.2217	442.0	3094	0.1312	31.8913	27.8318	30.9259	31.216	19.0
0.2217	443.0	3101	0.1311	31.8913	27.8318	30.9259	31.216	19.0
0.2217	444.0	3108	0.1310	32.0795	27.9442	30.9518	31.3388	19.0
0.2217	445.0	3115	0.1308	32.0795	27.9442	30.9518	31.3388	19.0
0.2217	446.0	3122	0.1309	32.0795	27.9442	30.9518	31.3388	19.0
0.2217	447.0	3129	0.1308	32.0771	27.895	30.9182	31.3334	19.0
0.2217	448.0	3136	0.1306	32.0771	27.895	30.9182	31.3334	19.0
0.2217	449.0	3143	0.1303	32.0771	27.895	30.9182	31.3334	19.0
0.2217	450.0	3150	0.1300	32.0771	27.895	30.9182	31.3334	19.0
0.2217	451.0	3157	0.1297	32.0213	27.8584	30.868	31.2781	19.0
0.2217	452.0	3164	0.1296	32.0213	27.8584	30.868	31.2781	19.0
0.2217	453.0	3171	0.1294	32.0213	27.8584	30.868	31.2781	19.0
0.2217	454.0	3178	0.1291	31.8895	27.7951	30.8705	31.2123	19.0
0.2217	455.0	3185	0.1288	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	456.0	3192	0.1285	31.4638	27.4416	30.3997	30.6841	19.0
0.2217	457.0	3199	0.1280	31.4638	27.4416	30.3997	30.6841	19.0
0.2217	458.0	3206	0.1277	31.4638	27.4416	30.3997	30.6841	19.0
0.2217	459.0	3213	0.1273	31.4638	27.4416	30.3997	30.6841	19.0
0.2217	460.0	3220	0.1272	31.4638	27.4416	30.3997	30.6841	19.0
0.2217	461.0	3227	0.1272	31.4638	27.4416	30.3997	30.6841	19.0
0.2217	462.0	3234	0.1271	31.4638	27.4416	30.3997	30.6841	19.0
0.2217	463.0	3241	0.1271	31.4638	27.4416	30.3997	30.6841	19.0
0.2217	464.0	3248	0.1270	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	465.0	3255	0.1269	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	466.0	3262	0.1266	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	467.0	3269	0.1264	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	468.0	3276	0.1263	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	469.0	3283	0.1261	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	470.0	3290	0.1257	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	471.0	3297	0.1255	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	472.0	3304	0.1252	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	473.0	3311	0.1249	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	474.0	3318	0.1246	31.8895	27.7951	30.8705	31.2123	19.0
0.2217	475.0	3325	0.1243	31.8895	27.7951	30.8705	31.2123	19.0
0.2217	476.0	3332	0.1240	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	477.0	3339	0.1237	31.8403	27.7801	30.8793	31.1503	19.0
0.2217	478.0	3346	0.1235	31.8403	27.7801	30.8793	31.1503	19.0
0.2217	479.0	3353	0.1233	31.8403	27.7801	30.8793	31.1503	19.0
0.2217	480.0	3360	0.1233	31.8403	27.7801	30.8793	31.1503	19.0
0.2217	481.0	3367	0.1231	31.8403	27.7801	30.8793	31.1503	19.0
0.2217	482.0	3374	0.1230	31.8403	27.7801	30.8793	31.1503	19.0
0.2217	483.0	3381	0.1231	31.8403	27.7801	30.8793	31.1503	19.0
0.2217	484.0	3388	0.1231	31.8288	27.7843	30.9031	31.1868	19.0
0.2217	485.0	3395	0.1230	31.8288	27.7843	30.9031	31.1868	19.0
0.2217	486.0	3402	0.1228	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	487.0	3409	0.1226	31.8288	27.7843	30.9031	31.1868	19.0
0.2217	488.0	3416	0.1223	31.8288	27.7843	30.9031	31.1868	19.0
0.2217	489.0	3423	0.1219	31.5136	27.4987	30.422	30.7353	19.0
0.2217	490.0	3430	0.1213	31.7997	27.7363	30.8529	31.1419	19.0
0.2217	491.0	3437	0.1209	31.9543	27.8444	31.0871	31.2788	19.0
0.2217	492.0	3444	0.1207	31.9543	27.8444	31.0871	31.2788	19.0
0.2217	493.0	3451	0.1204	31.9543	27.8444	31.0871	31.2788	19.0
0.2217	494.0	3458	0.1203	31.9543	27.8444	31.0871	31.2788	19.0
0.2217	495.0	3465	0.1202	31.9543	27.8444	31.0871	31.2788	19.0
0.2217	496.0	3472	0.1201	31.9543	27.8444	31.0871	31.2788	19.0
0.2217	497.0	3479	0.1201	31.9543	27.8444	31.0871	31.2788	19.0
0.2217	498.0	3486	0.1201	31.9543	27.8444	31.0871	31.2788	19.0
0.2217	499.0	3493	0.1202	31.7997	27.7363	30.8529	31.1419	19.0
0.1919	500.0	3500	0.1203	31.7997	27.7363	30.8529	31.1419	19.0
0.1919	501.0	3507	0.1201	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	502.0	3514	0.1199	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	503.0	3521	0.1196	31.8554	27.7844	31.0721	31.2268	19.0
0.1919	504.0	3528	0.1194	31.8944	27.8477	31.0667	31.2807	19.0
0.1919	505.0	3535	0.1192	31.5791	27.543	30.6956	30.8772	19.0
0.1919	506.0	3542	0.1190	31.9364	27.878	31.107	31.2827	19.0
0.1919	507.0	3549	0.1189	31.9364	27.878	31.107	31.2827	19.0
0.1919	508.0	3556	0.1187	31.9364	27.878	31.107	31.2827	19.0
0.1919	509.0	3563	0.1184	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	510.0	3570	0.1182	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	511.0	3577	0.1180	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	512.0	3584	0.1178	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	513.0	3591	0.1177	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	514.0	3598	0.1177	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	515.0	3605	0.1175	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	516.0	3612	0.1172	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	517.0	3619	0.1170	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	518.0	3626	0.1167	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	519.0	3633	0.1164	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	520.0	3640	0.1163	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	521.0	3647	0.1161	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	522.0	3654	0.1159	31.8554	27.7844	31.0721	31.2268	19.0
0.1919	523.0	3661	0.1160	31.7023	27.6923	30.8243	31.0915	19.0
0.1919	524.0	3668	0.1160	31.7467	27.8062	30.8612	31.1419	19.0
0.1919	525.0	3675	0.1158	31.7467	27.8062	30.8612	31.1419	19.0
0.1919	526.0	3682	0.1157	31.8554	27.7844	31.0721	31.2268	19.0
0.1919	527.0	3689	0.1156	31.8554	27.7844	31.0721	31.2268	19.0
0.1919	528.0	3696	0.1155	31.8554	27.7844	31.0721	31.2268	19.0
0.1919	529.0	3703	0.1153	31.8554	27.7844	31.0721	31.2268	19.0
0.1919	530.0	3710	0.1152	31.912	27.8318	31.1148	31.2817	19.0
0.1919	531.0	3717	0.1151	31.912	27.8318	31.1148	31.2817	19.0
0.1919	532.0	3724	0.1149	31.9982	27.874	31.1397	31.3293	19.0
0.1919	533.0	3731	0.1147	31.9982	27.874	31.1397	31.3293	19.0
0.1919	534.0	3738	0.1146	31.9982	27.874	31.1397	31.3293	19.0
0.1919	535.0	3745	0.1145	31.9982	27.874	31.1397	31.3293	19.0
0.1919	536.0	3752	0.1144	31.9982	27.874	31.1397	31.3293	19.0
0.1919	537.0	3759	0.1143	31.9982	27.874	31.1397	31.3293	19.0
0.1919	538.0	3766	0.1141	31.9982	27.874	31.1397	31.3293	19.0
0.1919	539.0	3773	0.1140	31.9982	27.874	31.1397	31.3293	19.0
0.1919	540.0	3780	0.1140	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	541.0	3787	0.1140	31.9543	27.8444	31.0871	31.2788	19.0
0.1919	542.0	3794	0.1139	31.8554	27.7844	31.0721	31.2268	19.0
0.1919	543.0	3801	0.1138	31.8554	27.7844	31.0721	31.2268	19.0
0.1919	544.0	3808	0.1137	31.8554	27.7844	31.0721	31.2268	19.0
0.1919	545.0	3815	0.1136	31.8554	27.7844	31.0721	31.2268	19.0
0.1919	546.0	3822	0.1134	31.912	27.8318	31.1148	31.2817	19.0
0.1919	547.0	3829	0.1132	31.9747	27.8786	31.1492	31.3314	19.0
0.1919	548.0	3836	0.1131	31.9747	27.8786	31.1492	31.3314	19.0
0.1919	549.0	3843	0.1129	31.9747	27.8786	31.1492	31.3314	19.0
0.1919	550.0	3850	0.1127	31.912	27.8318	31.1148	31.2817	19.0
0.1919	551.0	3857	0.1124	31.912	27.8318	31.1148	31.2817	19.0
0.1919	552.0	3864	0.1122	31.9982	27.874	31.1397	31.3293	19.0
0.1919	553.0	3871	0.1122	31.9982	27.874	31.1397	31.3293	19.0
0.1919	554.0	3878	0.1122	31.9982	27.874	31.1397	31.3293	19.0
0.1919	555.0	3885	0.1120	31.9982	27.874	31.1397	31.3293	19.0
0.1919	556.0	3892	0.1119	31.9982	27.874	31.1397	31.3293	19.0
0.1919	557.0	3899	0.1118	31.912	27.8318	31.1148	31.2817	19.0
0.1919	558.0	3906	0.1117	31.912	27.8318	31.1148	31.2817	19.0
0.1919	559.0	3913	0.1115	31.9982	27.874	31.1397	31.3293	19.0
0.1919	560.0	3920	0.1114	31.9982	27.874	31.1397	31.3293	19.0
0.1919	561.0	3927	0.1114	31.9982	27.874	31.1397	31.3293	19.0
0.1919	562.0	3934	0.1114	31.9982	27.874	31.1397	31.3293	19.0
0.1919	563.0	3941	0.1112	31.9982	27.874	31.1397	31.3293	19.0
0.1919	564.0	3948	0.1109	31.9982	27.874	31.1397	31.3293	19.0
0.1919	565.0	3955	0.1107	31.9982	27.874	31.1397	31.3293	19.0
0.1919	566.0	3962	0.1105	31.9982	27.874	31.1397	31.3293	19.0
0.1919	567.0	3969	0.1102	31.9982	27.874	31.1397	31.3293	19.0
0.1919	568.0	3976	0.1099	32.0506	27.932	31.1746	31.3906	19.0
0.1919	569.0	3983	0.1098	32.0506	27.932	31.1746	31.3906	19.0
0.1919	570.0	3990	0.1096	31.9982	27.874	31.1397	31.3293	19.0
0.1919	571.0	3997	0.1095	31.9849	27.874	31.1422	31.3089	19.0
0.1677	572.0	4004	0.1093	31.9849	27.874	31.1422	31.3089	19.0
0.1677	573.0	4011	0.1093	31.9982	27.874	31.1397	31.3293	19.0
0.1677	574.0	4018	0.1094	31.9982	27.874	31.1397	31.3293	19.0
0.1677	575.0	4025	0.1095	31.9982	27.874	31.1397	31.3293	19.0
0.1677	576.0	4032	0.1095	31.9982	27.874	31.1397	31.3293	19.0
0.1677	577.0	4039	0.1094	31.9982	27.874	31.1397	31.3293	19.0
0.1677	578.0	4046	0.1092	31.9982	27.874	31.1397	31.3293	19.0
0.1677	579.0	4053	0.1090	31.9982	27.874	31.1397	31.3293	19.0
0.1677	580.0	4060	0.1088	32.0327	27.9365	31.1785	31.3696	19.0
0.1677	581.0	4067	0.1086	32.0506	27.932	31.1746	31.3906	19.0
0.1677	582.0	4074	0.1085	32.0506	27.932	31.1746	31.3906	19.0
0.1677	583.0	4081	0.1084	32.0506	27.932	31.1746	31.3906	19.0
0.1677	584.0	4088	0.1081	32.0506	27.932	31.1746	31.3906	19.0
0.1677	585.0	4095	0.1079	32.0506	27.932	31.1746	31.3906	19.0
0.1677	586.0	4102	0.1077	32.0506	27.932	31.1746	31.3906	19.0
0.1677	587.0	4109	0.1077	32.0506	27.932	31.1746	31.3906	19.0
0.1677	588.0	4116	0.1075	32.0506	27.932	31.1746	31.3906	19.0
0.1677	589.0	4123	0.1075	32.0506	27.932	31.1746	31.3906	19.0
0.1677	590.0	4130	0.1076	32.0506	27.932	31.1746	31.3906	19.0
0.1677	591.0	4137	0.1074	32.0506	27.932	31.1746	31.3906	19.0
0.1677	592.0	4144	0.1072	32.0506	27.932	31.1746	31.3906	19.0
0.1677	593.0	4151	0.1068	32.0506	27.932	31.1746	31.3906	19.0
0.1677	594.0	4158	0.1065	32.0506	27.932	31.1746	31.3906	19.0
0.1677	595.0	4165	0.1063	32.0506	27.932	31.1746	31.3906	19.0
0.1677	596.0	4172	0.1063	32.0327	27.9365	31.1785	31.3696	19.0
0.1677	597.0	4179	0.1062	32.0327	27.9365	31.1785	31.3696	19.0
0.1677	598.0	4186	0.1060	32.0506	27.932	31.1746	31.3906	19.0
0.1677	599.0	4193	0.1059	32.0506	27.932	31.1746	31.3906	19.0
0.1677	600.0	4200	0.1058	32.0506	27.932	31.1746	31.3906	19.0
0.1677	601.0	4207	0.1055	32.0506	27.932	31.1746	31.3906	19.0
0.1677	602.0	4214	0.1055	32.0506	27.932	31.1746	31.3906	19.0
0.1677	603.0	4221	0.1054	32.0506	27.932	31.1746	31.3906	19.0
0.1677	604.0	4228	0.1053	32.0506	27.932	31.1746	31.3906	19.0
0.1677	605.0	4235	0.1050	32.0506	27.932	31.1746	31.3906	19.0
0.1677	606.0	4242	0.1049	32.085	27.9511	31.1967	31.3998	19.0
0.1677	607.0	4249	0.1045	32.085	27.9511	31.1967	31.3998	19.0
0.1677	608.0	4256	0.1042	32.085	27.9511	31.1967	31.3998	19.0
0.1677	609.0	4263	0.1040	32.085	27.9511	31.1967	31.3998	19.0
0.1677	610.0	4270	0.1039	32.085	27.9511	31.1967	31.3998	19.0
0.1677	611.0	4277	0.1037	32.1776	27.9835	31.2174	31.4851	19.0
0.1677	612.0	4284	0.1035	32.1776	27.9835	31.2174	31.4851	19.0
0.1677	613.0	4291	0.1034	32.085	27.9511	31.1967	31.3998	19.0
0.1677	614.0	4298	0.1033	32.0506	27.932	31.1746	31.3906	19.0
0.1677	615.0	4305	0.1032	32.0506	27.932	31.1746	31.3906	19.0
0.1677	616.0	4312	0.1031	32.0506	27.932	31.1746	31.3906	19.0
0.1677	617.0	4319	0.1031	32.0506	27.932	31.1746	31.3906	19.0
0.1677	618.0	4326	0.1030	32.0506	27.932	31.1746	31.3906	19.0
0.1677	619.0	4333	0.1029	31.6882	27.5693	30.7136	31.0183	19.0
0.1677	620.0	4340	0.1028	31.6882	27.5693	30.7136	31.0183	19.0
0.1677	621.0	4347	0.1026	31.6882	27.5693	30.7136	31.0183	19.0
0.1677	622.0	4354	0.1025	31.6882	27.5693	30.7136	31.0183	19.0
0.1677	623.0	4361	0.1024	31.6882	27.5693	30.7136	31.0183	19.0
0.1677	624.0	4368	0.1022	31.6882	27.5693	30.7136	31.0183	19.0
0.1677	625.0	4375	0.1022	31.6882	27.5693	30.7136	31.0183	19.0
0.1677	626.0	4382	0.1021	31.6882	27.5693	30.7136	31.0183	19.0
0.1677	627.0	4389	0.1020	31.6882	27.5693	30.7136	31.0183	19.0
0.1677	628.0	4396	0.1019	31.6985	27.6005	30.7596	31.0373	19.0
0.1677	629.0	4403	0.1018	31.6985	27.6005	30.7596	31.0373	19.0
0.1677	630.0	4410	0.1017	31.6985	27.6005	30.7596	31.0373	19.0
0.1677	631.0	4417	0.1016	31.6985	27.6005	30.7596	31.0373	19.0
0.1677	632.0	4424	0.1014	31.6786	27.5742	30.7404	30.9724	19.0
0.1677	633.0	4431	0.1012	31.6786	27.5742	30.7404	30.9724	19.0
0.1677	634.0	4438	0.1011	31.6786	27.5742	30.7404	30.9724	19.0
0.1677	635.0	4445	0.1010	31.6786	27.5742	30.7404	30.9724	19.0
0.1677	636.0	4452	0.1008	31.6786	27.5742	30.7404	30.9724	19.0
0.1677	637.0	4459	0.1007	31.6786	27.5742	30.7404	30.9724	19.0
0.1677	638.0	4466	0.1006	31.6786	27.5742	30.7404	30.9724	19.0
0.1677	639.0	4473	0.1005	31.6786	27.5742	30.7404	30.9724	19.0
0.1677	640.0	4480	0.1004	32.0412	27.913	31.1743	31.3412	19.0
0.1677	641.0	4487	0.1002	32.0582	27.9063	31.1665	31.3564	19.0
0.1677	642.0	4494	0.1002	32.0582	27.9063	31.1665	31.3564	19.0
0.1526	643.0	4501	0.1002	32.0582	27.9063	31.1665	31.3564	19.0
0.1526	644.0	4508	0.1001	32.0412	27.9593	31.2074	31.3412	19.0
0.1526	645.0	4515	0.1001	32.0412	27.9593	31.2074	31.3412	19.0
0.1526	646.0	4522	0.1000	32.0412	27.9593	31.2074	31.3412	19.0
0.1526	647.0	4529	0.1000	31.6616	27.6142	30.7807	30.9488	19.0
0.1526	648.0	4536	0.0999	31.6848	27.6394	30.7922	31.0144	19.0
0.1526	649.0	4543	0.0997	31.6848	27.6394	30.7922	31.0144	19.0
0.1526	650.0	4550	0.0996	31.6757	27.5737	30.7293	30.9968	19.0
0.1526	651.0	4557	0.0995	31.6757	27.5737	30.7293	30.9968	19.0
0.1526	652.0	4564	0.0995	32.0327	27.9365	31.1785	31.3696	19.0
0.1526	653.0	4571	0.0994	32.0327	27.9365	31.1785	31.3696	19.0
0.1526	654.0	4578	0.0993	32.0327	27.9365	31.1785	31.3696	19.0
0.1526	655.0	4585	0.0991	32.0327	27.9365	31.1785	31.3696	19.0
0.1526	656.0	4592	0.0990	32.0327	27.9365	31.1785	31.3696	19.0
0.1526	657.0	4599	0.0988	32.0327	27.9365	31.1785	31.3696	19.0
0.1526	658.0	4606	0.0988	32.0327	27.9633	31.2014	31.3696	19.0
0.1526	659.0	4613	0.0987	32.0327	27.9633	31.2014	31.3696	19.0
0.1526	660.0	4620	0.0987	32.0506	27.932	31.1746	31.3906	19.0
0.1526	661.0	4627	0.0986	32.0506	27.932	31.1746	31.3906	19.0
0.1526	662.0	4634	0.0985	32.0506	27.932	31.1746	31.3906	19.0
0.1526	663.0	4641	0.0984	32.0506	27.932	31.1746	31.3906	19.0
0.1526	664.0	4648	0.0984	32.0506	27.932	31.1746	31.3906	19.0
0.1526	665.0	4655	0.0984	32.0506	27.932	31.1746	31.3906	19.0
0.1526	666.0	4662	0.0986	32.0327	27.9365	31.1785	31.3696	19.0
0.1526	667.0	4669	0.0987	32.0327	27.9365	31.1785	31.3696	19.0
0.1526	668.0	4676	0.0988	32.0327	27.9365	31.1785	31.3696	19.0
0.1526	669.0	4683	0.0987	32.0327	27.9365	31.1785	31.3696	19.0
0.1526	670.0	4690	0.0985	31.6882	27.5693	30.7136	31.0183	19.0
0.1526	671.0	4697	0.0984	31.6757	27.5737	30.7293	30.9968	19.0
0.1526	672.0	4704	0.0983	31.6757	27.5737	30.7293	30.9968	19.0
0.1526	673.0	4711	0.0983	31.6757	27.5737	30.7293	30.9968	19.0
0.1526	674.0	4718	0.0984	31.6757	27.5737	30.7293	30.9968	19.0
0.1526	675.0	4725	0.0984	31.6757	27.5737	30.7293	30.9968	19.0
0.1526	676.0	4732	0.0984	31.6757	27.5737	30.7293	30.9968	19.0
0.1526	677.0	4739	0.0983	31.6882	27.5693	30.7136	31.0183	19.0
0.1526	678.0	4746	0.0981	31.6882	27.5693	30.7136	31.0183	19.0
0.1526	679.0	4753	0.0981	31.6882	27.5693	30.7136	31.0183	19.0
0.1526	680.0	4760	0.0980	31.6882	27.5693	30.7136	31.0183	19.0
0.1526	681.0	4767	0.0980	31.9544	27.9434	30.9621	31.2208	19.0
0.1526	682.0	4774	0.0977	31.9544	27.9434	30.9621	31.2208	19.0
0.1526	683.0	4781	0.0975	31.9544	27.9434	30.9621	31.2208	19.0
0.1526	684.0	4788	0.0972	31.9544	27.9434	30.9621	31.2208	19.0
0.1526	685.0	4795	0.0972	31.9544	27.9434	30.9621	31.2208	19.0
0.1526	686.0	4802	0.0970	31.9544	27.9434	30.9621	31.2208	19.0
0.1526	687.0	4809	0.0969	31.9544	27.9434	30.9621	31.2208	19.0
0.1526	688.0	4816	0.0967	31.9544	27.9434	30.9621	31.2208	19.0
0.1526	689.0	4823	0.0966	31.9544	27.9434	30.9621	31.2208	19.0
0.1526	690.0	4830	0.0965	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	691.0	4837	0.0964	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	692.0	4844	0.0964	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	693.0	4851	0.0962	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	694.0	4858	0.0960	32.3934	28.3265	31.3864	31.594	19.0
0.1526	695.0	4865	0.0960	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	696.0	4872	0.0959	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	697.0	4879	0.0959	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	698.0	4886	0.0958	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	699.0	4893	0.0957	32.3934	28.3265	31.3864	31.594	19.0
0.1526	700.0	4900	0.0957	32.3934	28.3265	31.3864	31.594	19.0
0.1526	701.0	4907	0.0956	32.3596	28.3361	31.4021	31.5663	19.0
0.1526	702.0	4914	0.0956	32.3596	28.3361	31.4021	31.5663	19.0
0.1526	703.0	4921	0.0956	31.9544	27.9434	30.9621	31.2208	19.0
0.1526	704.0	4928	0.0956	31.9544	27.9434	30.9621	31.2208	19.0
0.1526	705.0	4935	0.0955	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	706.0	4942	0.0954	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	707.0	4949	0.0953	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	708.0	4956	0.0952	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	709.0	4963	0.0950	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	710.0	4970	0.0948	31.9801	27.9368	30.9543	31.2445	19.0
0.1526	711.0	4977	0.0949	32.3934	28.3265	31.3864	31.594	19.0
0.1526	712.0	4984	0.0948	32.3934	28.3265	31.3864	31.594	19.0
0.1526	713.0	4991	0.0948	32.3934	28.3265	31.3864	31.594	19.0
0.1526	714.0	4998	0.0947	32.3934	28.3265	31.3864	31.594	19.0
0.1404	715.0	5005	0.0946	32.3934	28.3265	31.3864	31.594	19.0
0.1404	716.0	5012	0.0946	32.3934	28.3265	31.3864	31.594	19.0
0.1404	717.0	5019	0.0947	32.3596	28.3361	31.4021	31.5663	19.0
0.1404	718.0	5026	0.0946	32.3934	28.3265	31.3864	31.594	19.0
0.1404	719.0	5033	0.0946	32.3934	28.3265	31.3864	31.594	19.0
0.1404	720.0	5040	0.0946	32.3934	28.3265	31.3864	31.594	19.0
0.1404	721.0	5047	0.0946	32.3934	28.3265	31.3864	31.594	19.0
0.1404	722.0	5054	0.0946	32.3934	28.3265	31.3864	31.594	19.0
0.1404	723.0	5061	0.0946	32.3934	28.3265	31.3864	31.594	19.0
0.1404	724.0	5068	0.0945	32.3934	28.3265	31.3864	31.594	19.0
0.1404	725.0	5075	0.0944	32.3934	28.3265	31.3864	31.594	19.0
0.1404	726.0	5082	0.0943	32.3934	28.3265	31.3864	31.594	19.0
0.1404	727.0	5089	0.0941	32.3934	28.3265	31.3864	31.594	19.0
0.1404	728.0	5096	0.0940	32.3934	28.3265	31.3864	31.594	19.0
0.1404	729.0	5103	0.0940	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	730.0	5110	0.0940	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	731.0	5117	0.0939	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	732.0	5124	0.0938	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	733.0	5131	0.0938	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	734.0	5138	0.0937	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	735.0	5145	0.0936	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	736.0	5152	0.0936	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	737.0	5159	0.0935	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	738.0	5166	0.0934	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	739.0	5173	0.0934	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	740.0	5180	0.0934	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	741.0	5187	0.0934	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	742.0	5194	0.0934	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	743.0	5201	0.0933	32.3934	28.3265	31.3864	31.594	19.0
0.1404	744.0	5208	0.0933	32.3934	28.3265	31.3864	31.594	19.0
0.1404	745.0	5215	0.0932	32.3934	28.3265	31.3864	31.594	19.0
0.1404	746.0	5222	0.0931	32.3934	28.3265	31.3864	31.594	19.0
0.1404	747.0	5229	0.0930	32.3934	28.3265	31.3864	31.594	19.0
0.1404	748.0	5236	0.0929	32.3934	28.3265	31.3864	31.594	19.0
0.1404	749.0	5243	0.0928	32.3934	28.3265	31.3864	31.594	19.0
0.1404	750.0	5250	0.0927	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	751.0	5257	0.0926	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	752.0	5264	0.0925	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	753.0	5271	0.0925	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	754.0	5278	0.0924	31.9801	27.9368	30.9543	31.2445	19.0
0.1404	755.0	5285	0.0923	32.0859	28.1042	31.089	31.3416	19.0
0.1404	756.0	5292	0.0923	32.0535	28.1711	31.143	31.3184	19.0
0.1404	757.0	5299	0.0922	32.0535	28.1711	31.143	31.3184	19.0
0.1404	758.0	5306	0.0922	32.4741	28.5522	31.5417	31.6689	19.0
0.1404	759.0	5313	0.0921	32.4741	28.5522	31.5417	31.6689	19.0
0.1404	760.0	5320	0.0921	32.4141	28.4885	31.4995	31.6445	19.0
0.1404	761.0	5327	0.0920	32.4141	28.4885	31.4995	31.6445	19.0
0.1404	762.0	5334	0.0919	32.4141	28.4885	31.4995	31.6445	19.0
0.1404	763.0	5341	0.0918	32.4141	28.4707	31.476	31.6445	19.0
0.1404	764.0	5348	0.0918	32.4141	28.4707	31.476	31.6445	19.0
0.1404	765.0	5355	0.0917	32.4741	28.5078	31.5177	31.6689	19.0
0.1404	766.0	5362	0.0917	32.4741	28.5078	31.5177	31.6689	19.0
0.1404	767.0	5369	0.0916	32.4741	28.5078	31.5177	31.6689	19.0
0.1404	768.0	5376	0.0916	32.4741	28.5078	31.5177	31.6689	19.0
0.1404	769.0	5383	0.0916	32.4741	28.5078	31.5177	31.6689	19.0
0.1404	770.0	5390	0.0916	32.4741	28.5078	31.5177	31.6689	19.0
0.1404	771.0	5397	0.0914	32.0535	28.1042	31.1008	31.3184	19.0
0.1404	772.0	5404	0.0914	32.0535	28.1042	31.1008	31.3184	19.0
0.1404	773.0	5411	0.0913	32.0535	28.1711	31.143	31.3184	19.0
0.1404	774.0	5418	0.0911	32.0185	28.0995	31.1163	31.2507	19.0
0.1404	775.0	5425	0.0909	32.0185	28.0995	31.1163	31.2507	19.0
0.1404	776.0	5432	0.0908	32.0185	28.0995	31.1163	31.2507	19.0
0.1404	777.0	5439	0.0907	32.0185	28.0995	31.1163	31.2507	19.0
0.1404	778.0	5446	0.0908	32.0185	28.0995	31.1163	31.2507	19.0
0.1404	779.0	5453	0.0908	32.0185	28.0995	31.1163	31.2507	19.0
0.1404	780.0	5460	0.0907	32.0185	28.0995	31.1163	31.2507	19.0
0.1404	781.0	5467	0.0906	32.2284	28.534	31.5055	31.5557	19.0
0.1404	782.0	5474	0.0906	32.2284	28.534	31.5055	31.5557	19.0
0.1404	783.0	5481	0.0906	32.1384	28.4015	31.3493	31.4457	19.0
0.1404	784.0	5488	0.0905	32.1384	28.4015	31.3493	31.4457	19.0
0.1404	785.0	5495	0.0904	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	786.0	5502	0.0904	32.2284	28.534	31.5055	31.5557	19.0
0.1324	787.0	5509	0.0904	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	788.0	5516	0.0904	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	789.0	5523	0.0904	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	790.0	5530	0.0904	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	791.0	5537	0.0903	32.2284	28.534	31.5055	31.5557	19.0
0.1324	792.0	5544	0.0903	32.2284	28.534	31.5055	31.5557	19.0
0.1324	793.0	5551	0.0902	32.2284	28.534	31.5055	31.5557	19.0
0.1324	794.0	5558	0.0902	32.2284	28.534	31.5055	31.5557	19.0
0.1324	795.0	5565	0.0903	32.2284	28.534	31.5055	31.5557	19.0
0.1324	796.0	5572	0.0903	32.2284	28.534	31.5055	31.5557	19.0
0.1324	797.0	5579	0.0903	32.2284	28.534	31.5055	31.5557	19.0
0.1324	798.0	5586	0.0902	32.2284	28.534	31.5055	31.5557	19.0
0.1324	799.0	5593	0.0901	32.2284	28.534	31.5055	31.5557	19.0
0.1324	800.0	5600	0.0900	32.2284	28.534	31.5055	31.5557	19.0
0.1324	801.0	5607	0.0900	32.2284	28.534	31.5055	31.5557	19.0
0.1324	802.0	5614	0.0899	32.2284	28.534	31.5055	31.5557	19.0
0.1324	803.0	5621	0.0898	32.2284	28.534	31.5055	31.5557	19.0
0.1324	804.0	5628	0.0899	32.2284	28.534	31.5055	31.5557	19.0
0.1324	805.0	5635	0.0899	32.2284	28.534	31.5055	31.5557	19.0
0.1324	806.0	5642	0.0897	32.2284	28.534	31.5055	31.5557	19.0
0.1324	807.0	5649	0.0897	32.2284	28.5058	31.4656	31.5557	19.0
0.1324	808.0	5656	0.0897	32.2284	28.5058	31.4656	31.5557	19.0
0.1324	809.0	5663	0.0897	32.2284	28.5058	31.4656	31.5557	19.0
0.1324	810.0	5670	0.0897	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	811.0	5677	0.0897	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	812.0	5684	0.0897	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	813.0	5691	0.0897	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	814.0	5698	0.0897	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	815.0	5705	0.0897	32.1928	28.436	31.3924	31.4973	19.0
0.1324	816.0	5712	0.0897	32.1928	28.436	31.3924	31.4973	19.0
0.1324	817.0	5719	0.0897	32.2825	28.5853	31.5326	31.5924	19.0
0.1324	818.0	5726	0.0897	32.1928	28.436	31.3924	31.4973	19.0
0.1324	819.0	5733	0.0897	32.2825	28.5853	31.5326	31.5924	19.0
0.1324	820.0	5740	0.0897	32.1928	28.436	31.3924	31.4973	19.0
0.1324	821.0	5747	0.0897	32.1928	28.436	31.3924	31.4973	19.0
0.1324	822.0	5754	0.0896	32.1928	28.436	31.3924	31.4973	19.0
0.1324	823.0	5761	0.0895	32.1928	28.436	31.3924	31.4973	19.0
0.1324	824.0	5768	0.0895	32.2825	28.5853	31.5326	31.5924	19.0
0.1324	825.0	5775	0.0894	32.2825	28.5853	31.5326	31.5924	19.0
0.1324	826.0	5782	0.0893	32.2825	28.5853	31.5326	31.5924	19.0
0.1324	827.0	5789	0.0892	32.2825	28.5853	31.5326	31.5924	19.0
0.1324	828.0	5796	0.0890	32.2825	28.5853	31.5326	31.5924	19.0
0.1324	829.0	5803	0.0889	32.2825	28.5853	31.5326	31.5924	19.0
0.1324	830.0	5810	0.0888	32.2825	28.5853	31.5326	31.5924	19.0
0.1324	831.0	5817	0.0887	32.2825	28.5853	31.5326	31.5924	19.0
0.1324	832.0	5824	0.0887	32.2284	28.534	31.5055	31.5557	19.0
0.1324	833.0	5831	0.0886	32.2284	28.534	31.5055	31.5557	19.0
0.1324	834.0	5838	0.0886	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	835.0	5845	0.0886	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	836.0	5852	0.0885	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	837.0	5859	0.0885	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	838.0	5866	0.0885	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	839.0	5873	0.0884	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	840.0	5880	0.0883	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	841.0	5887	0.0883	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	842.0	5894	0.0883	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	843.0	5901	0.0883	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	844.0	5908	0.0883	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	845.0	5915	0.0883	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	846.0	5922	0.0882	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	847.0	5929	0.0881	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	848.0	5936	0.0881	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	849.0	5943	0.0880	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	850.0	5950	0.0880	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	851.0	5957	0.0880	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	852.0	5964	0.0880	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	853.0	5971	0.0879	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	854.0	5978	0.0879	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	855.0	5985	0.0878	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	856.0	5992	0.0878	32.1384	28.4015	31.3493	31.4457	19.0
0.1324	857.0	5999	0.0877	32.1384	28.4015	31.3493	31.4457	19.0
0.126	858.0	6006	0.0877	32.1384	28.4015	31.3493	31.4457	19.0
0.126	859.0	6013	0.0877	32.1384	28.4015	31.3493	31.4457	19.0
0.126	860.0	6020	0.0877	32.1384	28.4015	31.3493	31.4457	19.0
0.126	861.0	6027	0.0876	32.5232	28.7806	31.7308	31.7834	19.0
0.126	862.0	6034	0.0876	32.5232	28.7806	31.7308	31.7834	19.0
0.126	863.0	6041	0.0875	32.5232	28.7806	31.7308	31.7834	19.0
0.126	864.0	6048	0.0875	32.5232	28.7806	31.7308	31.7834	19.0
0.126	865.0	6055	0.0874	32.5232	28.7806	31.7308	31.7834	19.0
0.126	866.0	6062	0.0874	32.5232	28.7806	31.7308	31.7834	19.0
0.126	867.0	6069	0.0873	32.5232	28.7806	31.7308	31.7834	19.0
0.126	868.0	6076	0.0872	32.5232	28.7806	31.7308	31.7834	19.0
0.126	869.0	6083	0.0871	32.5232	28.7806	31.7308	31.7834	19.0
0.126	870.0	6090	0.0871	32.5232	28.7806	31.7308	31.7834	19.0
0.126	871.0	6097	0.0870	32.5232	28.7806	31.7308	31.7834	19.0
0.126	872.0	6104	0.0869	32.5232	28.7806	31.7308	31.7834	19.0
0.126	873.0	6111	0.0869	32.5232	28.7806	31.7308	31.7834	19.0
0.126	874.0	6118	0.0869	32.5232	28.7806	31.7308	31.7834	19.0
0.126	875.0	6125	0.0868	32.5232	28.7806	31.7308	31.7834	19.0
0.126	876.0	6132	0.0868	32.5232	28.7806	31.7308	31.7834	19.0
0.126	877.0	6139	0.0868	32.5232	28.7806	31.7308	31.7834	19.0
0.126	878.0	6146	0.0868	32.5232	28.7806	31.7308	31.7834	19.0
0.126	879.0	6153	0.0867	32.5232	28.7806	31.7308	31.7834	19.0
0.126	880.0	6160	0.0867	32.5232	28.7806	31.7308	31.7834	19.0
0.126	881.0	6167	0.0867	32.5232	28.7806	31.7308	31.7834	19.0
0.126	882.0	6174	0.0867	32.5232	28.7806	31.7308	31.7834	19.0
0.126	883.0	6181	0.0867	32.5232	28.7806	31.7308	31.7834	19.0
0.126	884.0	6188	0.0867	32.5232	28.7806	31.7308	31.7834	19.0
0.126	885.0	6195	0.0866	32.5232	28.7806	31.7308	31.7834	19.0
0.126	886.0	6202	0.0866	32.4879	28.7819	31.7054	31.836	19.0
0.126	887.0	6209	0.0866	32.4879	28.7819	31.7054	31.836	19.0
0.126	888.0	6216	0.0865	32.4879	28.7819	31.7054	31.836	19.0
0.126	889.0	6223	0.0866	32.4879	28.7819	31.7054	31.836	19.0
0.126	890.0	6230	0.0866	32.5232	28.7806	31.7308	31.7834	19.0
0.126	891.0	6237	0.0865	32.5232	28.7806	31.7308	31.7834	19.0
0.126	892.0	6244	0.0866	32.5232	28.7806	31.7308	31.7834	19.0
0.126	893.0	6251	0.0866	32.5232	28.7806	31.7308	31.7834	19.0
0.126	894.0	6258	0.0866	32.4879	28.7819	31.7054	31.836	19.0
0.126	895.0	6265	0.0866	32.4879	28.7819	31.7054	31.836	19.0
0.126	896.0	6272	0.0865	32.5814	28.9613	31.8465	31.9321	19.0
0.126	897.0	6279	0.0865	32.4879	28.7819	31.7054	31.836	19.0
0.126	898.0	6286	0.0865	32.5232	28.7806	31.7308	31.7834	19.0
0.126	899.0	6293	0.0865	32.4879	28.7819	31.7054	31.836	19.0
0.126	900.0	6300	0.0865	32.4879	28.7819	31.7054	31.836	19.0
0.126	901.0	6307	0.0865	32.4879	28.7819	31.7054	31.836	19.0
0.126	902.0	6314	0.0864	32.4879	28.7819	31.7054	31.836	19.0
0.126	903.0	6321	0.0864	32.4879	28.7819	31.7054	31.836	19.0
0.126	904.0	6328	0.0864	32.4879	28.7819	31.7054	31.836	19.0
0.126	905.0	6335	0.0864	32.4879	28.7819	31.7054	31.836	19.0
0.126	906.0	6342	0.0864	32.4879	28.7819	31.7054	31.836	19.0
0.126	907.0	6349	0.0864	32.4879	28.7819	31.7054	31.836	19.0
0.126	908.0	6356	0.0864	32.4879	28.7819	31.7054	31.836	19.0
0.126	909.0	6363	0.0864	32.4879	28.7819	31.7054	31.836	19.0
0.126	910.0	6370	0.0864	32.4879	28.7819	31.7054	31.836	19.0
0.126	911.0	6377	0.0863	32.4879	28.7819	31.7054	31.836	19.0
0.126	912.0	6384	0.0863	32.5232	28.7806	31.7308	31.7834	19.0
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0.126	914.0	6398	0.0862	32.4879	28.7819	31.7054	31.836	19.0
0.126	915.0	6405	0.0862	32.4879	28.7819	31.7054	31.836	19.0
0.126	916.0	6412	0.0862	32.4879	28.7819	31.7054	31.836	19.0
0.126	917.0	6419	0.0861	32.4879	28.7819	31.7054	31.836	19.0
0.126	918.0	6426	0.0861	32.4879	28.7819	31.7054	31.836	19.0
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0.126	920.0	6440	0.0861	32.4879	28.7819	31.7054	31.836	19.0
0.126	921.0	6447	0.0861	32.4879	28.7819	31.7054	31.836	19.0
0.126	922.0	6454	0.0860	32.4879	28.7819	31.7054	31.836	19.0
0.126	923.0	6461	0.0860	32.4879	28.7819	31.7054	31.836	19.0
0.126	924.0	6468	0.0860	32.4879	28.7819	31.7054	31.836	19.0
0.126	925.0	6475	0.0860	32.4879	28.7819	31.7054	31.836	19.0
0.126	926.0	6482	0.0860	32.4879	28.7819	31.7054	31.836	19.0
0.126	927.0	6489	0.0860	32.5232	28.7806	31.7308	31.7834	19.0
0.126	928.0	6496	0.0860	32.5232	28.7806	31.7308	31.7834	19.0
0.123	929.0	6503	0.0860	32.5232	28.7806	31.7308	31.7834	19.0
0.123	930.0	6510	0.0860	32.5232	28.7806	31.7308	31.7834	19.0
0.123	931.0	6517	0.0861	32.5232	28.7806	31.7308	31.7834	19.0
0.123	932.0	6524	0.0860	32.5232	28.7806	31.7308	31.7834	19.0
0.123	933.0	6531	0.0860	32.5232	28.7806	31.7308	31.7834	19.0
0.123	934.0	6538	0.0861	32.5232	28.7806	31.7308	31.7834	19.0
0.123	935.0	6545	0.0860	32.5232	28.7806	31.7308	31.7834	19.0
0.123	936.0	6552	0.0861	32.5232	28.7806	31.7308	31.7834	19.0
0.123	937.0	6559	0.0861	32.5232	28.7806	31.7308	31.7834	19.0
0.123	938.0	6566	0.0861	32.1384	28.4015	31.3493	31.4457	19.0
0.123	939.0	6573	0.0860	32.1384	28.4015	31.3493	31.4457	19.0
0.123	940.0	6580	0.0860	32.1384	28.4015	31.3493	31.4457	19.0
0.123	941.0	6587	0.0860	32.1384	28.4015	31.3493	31.4457	19.0
0.123	942.0	6594	0.0860	32.1384	28.4015	31.3493	31.4457	19.0
0.123	943.0	6601	0.0860	32.1384	28.4015	31.3493	31.4457	19.0
0.123	944.0	6608	0.0860	32.2284	28.534	31.5055	31.5557	19.0
0.123	945.0	6615	0.0860	32.5232	28.7806	31.7308	31.7834	19.0
0.123	946.0	6622	0.0859	32.5232	28.7806	31.7308	31.7834	19.0
0.123	947.0	6629	0.0859	32.6133	28.96	31.8684	31.8875	19.0
0.123	948.0	6636	0.0859	32.6133	28.96	31.8684	31.8875	19.0
0.123	949.0	6643	0.0859	32.2284	28.534	31.5055	31.5557	19.0
0.123	950.0	6650	0.0859	32.2284	28.534	31.5055	31.5557	19.0
0.123	951.0	6657	0.0859	32.2284	28.534	31.5055	31.5557	19.0
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0.123	953.0	6671	0.0859	32.6133	28.96	31.8684	31.8875	19.0
0.123	954.0	6678	0.0858	32.6133	28.96	31.8684	31.8875	19.0
0.123	955.0	6685	0.0858	32.2284	28.534	31.5055	31.5557	19.0
0.123	956.0	6692	0.0858	32.2284	28.534	31.5055	31.5557	19.0
0.123	957.0	6699	0.0858	32.6133	28.96	31.8684	31.8875	19.0
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0.123	963.0	6741	0.0858	32.6133	28.96	31.8684	31.8875	19.0
0.123	964.0	6748	0.0858	32.6133	28.96	31.8684	31.8875	19.0
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0.123	966.0	6762	0.0858	32.6133	28.96	31.8684	31.8875	19.0
0.123	967.0	6769	0.0858	32.6133	28.96	31.8684	31.8875	19.0
0.123	968.0	6776	0.0858	32.6133	28.96	31.8684	31.8875	19.0
0.123	969.0	6783	0.0858	32.6133	28.96	31.8684	31.8875	19.0
0.123	970.0	6790	0.0857	32.6133	28.96	31.8684	31.8875	19.0
0.123	971.0	6797	0.0857	32.6133	28.96	31.8684	31.8875	19.0
0.123	972.0	6804	0.0858	32.6133	28.96	31.8684	31.8875	19.0
0.123	973.0	6811	0.0858	32.2284	28.534	31.5055	31.5557	19.0
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0.123	975.0	6825	0.0857	32.2284	28.534	31.5055	31.5557	19.0
0.123	976.0	6832	0.0857	32.2284	28.534	31.5055	31.5557	19.0
0.123	977.0	6839	0.0857	32.2284	28.534	31.5055	31.5557	19.0
0.123	978.0	6846	0.0857	32.2284	28.534	31.5055	31.5557	19.0
0.123	979.0	6853	0.0857	32.2284	28.534	31.5055	31.5557	19.0
0.123	980.0	6860	0.0857	32.2284	28.534	31.5055	31.5557	19.0
0.123	981.0	6867	0.0857	32.2284	28.534	31.5055	31.5557	19.0
0.123	982.0	6874	0.0857	32.2284	28.534	31.5055	31.5557	19.0
0.123	983.0	6881	0.0857	32.6133	28.96	31.8684	31.8875	19.0
0.123	984.0	6888	0.0857	32.6133	28.96	31.8684	31.8875	19.0
0.123	985.0	6895	0.0857	32.6133	28.96	31.8684	31.8875	19.0
0.123	986.0	6902	0.0857	32.6133	28.96	31.8684	31.8875	19.0
0.123	987.0	6909	0.0857	32.6133	28.96	31.8684	31.8875	19.0
0.123	988.0	6916	0.0857	32.6133	28.96	31.8684	31.8875	19.0
0.123	989.0	6923	0.0857	32.6133	28.96	31.8684	31.8875	19.0
0.123	990.0	6930	0.0856	32.2284	28.534	31.5055	31.5557	19.0
0.123	991.0	6937	0.0857	32.2284	28.534	31.5055	31.5557	19.0
0.123	992.0	6944	0.0857	32.6133	28.96	31.8684	31.8875	19.0
0.123	993.0	6951	0.0856	32.6133	28.96	31.8684	31.8875	19.0
0.123	994.0	6958	0.0856	32.2284	28.534	31.5055	31.5557	19.0
0.123	995.0	6965	0.0856	32.2284	28.534	31.5055	31.5557	19.0
0.123	996.0	6972	0.0856	32.2284	28.534	31.5055	31.5557	19.0
0.123	997.0	6979	0.0856	32.2284	28.534	31.5055	31.5557	19.0
0.123	998.0	6986	0.0856	32.2284	28.534	31.5055	31.5557	19.0
0.123	999.0	6993	0.0856	32.2284	28.534	31.5055	31.5557	19.0
0.1213	1000.0	7000	0.0856	32.2284	28.534	31.5055	31.5557	19.0

Framework versions

• Transformers 4.24.0
• Pytorch 1.12.1+cu113
• Datasets 2.7.1
• Tokenizers 0.13.2