cs_m2m_0.0001_1000_v0.2

This model is a fine-tuned version of facebook/m2m100_1.2B on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 5.5078
• Bleu: 12.0017
• Gen Len: 18.7143

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: 0.0001
• train_batch_size: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 1000

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.6235	1.0	6	3.1216	1.1071	182.4286
2.1511	2.0	12	2.6739	5.9406	67.5238
1.0125	3.0	18	2.8202	32.8948	18.0476
0.2756	4.0	24	2.7618	30.3515	20.381
0.1416	5.0	30	2.8145	34.2806	19.381
0.2196	6.0	36	2.9120	31.4135	18.8571
0.0214	7.0	42	2.9032	34.2255	18.8571
0.068	8.0	48	3.0114	33.8226	18.2857
0.0077	9.0	54	3.3134	31.7353	18.7143
0.0142	10.0	60	3.3474	32.9956	19.9524
0.3407	11.0	66	3.2777	33.0364	20.2857
0.0342	12.0	72	3.0482	32.7799	18.6667
0.0182	13.0	78	3.1831	33.4632	18.8571
0.0121	14.0	84	3.4258	31.4084	20.0476
0.0047	15.0	90	3.5559	28.5304	21.9524
0.0125	16.0	96	3.6284	30.5548	18.2381
0.0062	17.0	102	3.3837	34.545	20.1429
0.1424	18.0	108	3.4150	33.1066	20.0476
0.0133	19.0	114	3.3158	33.939	20.619
0.0049	20.0	120	3.2756	34.5249	20.7619
0.0624	21.0	126	3.4687	32.9476	19.1905
0.011	22.0	132	3.4373	29.3878	19.6667
0.0019	23.0	138	3.3622	29.0288	21.4762
0.0019	24.0	144	3.4620	33.4258	20.0476
0.0025	25.0	150	3.5982	33.6324	19.0476
0.0058	26.0	156	3.4990	30.0275	19.1905
0.0059	27.0	162	3.4259	17.5499	28.1429
0.4044	28.0	168	3.4671	32.7084	20.2381
0.1177	29.0	174	3.5832	32.7853	18.4762
0.0029	30.0	180	3.7980	28.1671	20.6667
0.0043	31.0	186	3.8875	27.4062	21.0476
0.0015	32.0	192	3.7258	22.7259	19.4762
0.0017	33.0	198	3.6420	24.153	18.9048
0.0029	34.0	204	3.5068	28.0106	21.0476
0.0004	35.0	210	3.5790	30.1971	20.0952
0.3103	36.0	216	3.7752	29.0077	19.7619
0.0011	37.0	222	3.8624	28.7693	19.3333
0.0013	38.0	228	3.8160	22.2956	21.619
0.002	39.0	234	3.7358	23.7878	20.1905
0.0012	40.0	240	3.6225	17.2788	26.1905
0.0046	41.0	246	3.6809	25.139	18.9524
0.0019	42.0	252	3.7094	27.408	19.8095
0.0156	43.0	258	3.7032	27.9691	19.9524
0.0195	44.0	264	3.6799	30.675	20.1429
0.0035	45.0	270	3.7168	28.3706	21.5714
0.0035	46.0	276	3.9087	26.5034	21.1905
0.0013	47.0	282	4.0252	30.5792	19.9048
0.0039	48.0	288	4.0665	32.7828	18.8095
0.0017	49.0	294	4.0827	29.7314	19.8571
0.0002	50.0	300	4.2185	23.5081	18.2381
0.0014	51.0	306	3.9319	25.6718	20.7143
0.0104	52.0	312	3.7359	28.3063	19.0476
0.508	53.0	318	3.9236	25.4857	18.619
0.0015	54.0	324	4.2185	26.1403	20.381
0.0014	55.0	330	4.1055	30.0463	20.6667
0.0015	56.0	336	3.9405	29.4927	20.4286
0.0033	57.0	342	3.8714	28.0294	19.8095
0.0006	58.0	348	3.9198	23.4215	20.2857
0.0002	59.0	354	3.9765	25.1791	19.9524
0.0028	60.0	360	4.0170	25.2148	19.2857
0.0024	61.0	366	4.0436	23.2995	19.619
0.0004	62.0	372	4.0766	23.1541	19.7143
0.0001	63.0	378	4.1342	25.3009	19.7619
0.0003	64.0	384	4.0904	26.8957	20.619
0.8996	65.0	390	4.0908	29.9418	20.381
0.009	66.0	396	3.9971	25.8937	18.7619
0.0005	67.0	402	4.0960	25.9468	18.5714
0.0035	68.0	408	4.2336	21.032	17.7619
0.0192	69.0	414	4.2336	20.9038	17.9048
0.0151	70.0	420	4.1529	26.3011	20.1429
0.0005	71.0	426	4.1044	24.9961	19.8571
0.0012	72.0	432	4.1027	26.6399	19.7619
0.001	73.0	438	4.0619	22.6393	18.3333
0.0003	74.0	444	4.0686	23.1001	18.5238
0.0029	75.0	450	4.1933	22.9162	18.3333
0.0011	76.0	456	4.3381	24.3938	18.7143
0.0002	77.0	462	4.1431	26.2075	19.8095
0.0008	78.0	468	4.0253	27.1667	19.2857
0.001	79.0	474	4.0322	23.6711	18.7619
0.0004	80.0	480	3.9238	24.3176	18.9048
0.001	81.0	486	3.9086	19.482	19.4286
0.0023	82.0	492	3.9866	21.1211	20.5238
0.0002	83.0	498	4.0296	23.097	19.4762
0.069	84.0	504	4.0769	24.1863	18.9524
0.0008	85.0	510	4.2465	22.3941	17.4286
0.0006	86.0	516	4.2276	22.7824	17.4762
0.0003	87.0	522	4.0682	21.1218	21.5714
0.0002	88.0	528	4.1479	25.6165	20.2857
0.0004	89.0	534	4.1628	26.7321	19.8571
0.0006	90.0	540	4.1467	27.1628	17.4286
0.0004	91.0	546	4.0418	21.4749	30.2857
0.0217	92.0	552	3.9456	25.4405	18.619
0.0002	93.0	558	4.1115	26.3451	18.9048
0.0002	94.0	564	4.1718	26.8126	18.4286
0.0003	95.0	570	4.3195	26.4297	18.4286
0.0002	96.0	576	4.2113	25.312	18.619
0.0009	97.0	582	4.1035	25.3846	19.2857
0.0006	98.0	588	3.9774	27.6459	19.2857
0.0011	99.0	594	4.0240	27.8251	18.9048
0.0013	100.0	600	4.1415	28.1015	18.0
0.0001	101.0	606	4.2384	26.7751	17.619
0.2476	102.0	612	4.1685	26.7758	18.6667
0.0006	103.0	618	4.0120	26.7558	18.3333
0.0003	104.0	624	4.1456	26.0212	17.7143
0.0003	105.0	630	4.2727	16.3849	25.7619
0.0012	106.0	636	4.3707	24.6706	17.0
0.0005	107.0	642	4.2763	23.4051	17.5714
0.0005	108.0	648	4.2098	24.6073	17.6667
0.001	109.0	654	4.3486	24.4638	16.7143
0.0001	110.0	660	4.4060	23.0775	17.9048
0.0001	111.0	666	4.3294	23.1288	18.2857
0.0005	112.0	672	4.3417	23.1363	19.0952
0.0388	113.0	678	4.4060	23.9635	17.5714
0.079	114.0	684	4.4926	23.8987	19.6667
0.0005	115.0	690	4.4246	18.9355	19.1905
0.0012	116.0	696	4.2388	21.5801	17.6667
0.008	117.0	702	4.2769	23.7515	17.5714
0.2667	118.0	708	4.1148	21.8428	19.4286
0.5344	119.0	714	4.2021	22.3258	20.1429
0.0014	120.0	720	4.4714	17.9083	19.2381
0.0137	121.0	726	4.3663	20.678	17.8571
0.0006	122.0	732	4.4808	19.1613	19.2857
0.004	123.0	738	4.4440	19.1254	18.0
0.28	124.0	744	4.4425	19.9293	18.2381
0.0003	125.0	750	4.4823	18.2782	18.9048
0.0021	126.0	756	4.5218	18.8575	18.2381
0.0002	127.0	762	4.5591	18.7984	18.0952
0.0008	128.0	768	4.6967	23.9795	21.8571
0.0005	129.0	774	4.6935	23.0787	18.7619
0.033	130.0	780	4.7538	22.7977	18.5238
0.0044	131.0	786	4.6325	17.272	17.2857
0.0674	132.0	792	4.6337	16.4075	19.2857
0.003	133.0	798	4.5509	18.584	21.4286
0.0024	134.0	804	4.5021	19.3089	20.5714
0.0125	135.0	810	4.5807	18.8576	18.2381
0.0095	136.0	816	4.3189	20.029	20.0
0.0024	137.0	822	4.4094	18.3735	17.8571
0.002	138.0	828	4.5034	18.0091	19.5714
0.07	139.0	834	4.4871	18.1942	18.7619
0.0011	140.0	840	4.6454	14.6238	18.619
0.4497	141.0	846	4.6637	17.911	19.4762
0.0087	142.0	852	4.7320	18.9617	20.5714
0.0021	143.0	858	4.7262	20.6088	21.4762
0.0018	144.0	864	4.7913	15.2294	19.619
0.0033	145.0	870	4.6629	16.3819	19.1429
0.0025	146.0	876	4.5594	16.6031	19.4762
0.0161	147.0	882	4.4776	19.5719	19.2381
0.002	148.0	888	4.5403	18.4817	18.9048
0.0014	149.0	894	4.5614	18.5633	17.4762
0.0022	150.0	900	4.4919	18.5281	17.7619
0.0009	151.0	906	4.5181	20.222	18.1429
0.0007	152.0	912	4.5515	18.3205	18.619
0.0004	153.0	918	4.5703	19.3032	19.1429
0.0934	154.0	924	4.6446	17.3053	19.0952
0.0001	155.0	930	4.7476	15.4174	18.5714
0.0004	156.0	936	4.6917	16.7475	18.0952
0.0005	157.0	942	4.7376	15.4482	18.0952
0.0003	158.0	948	4.8655	15.3155	17.7143
0.0003	159.0	954	4.8846	15.972	17.0
0.0002	160.0	960	4.9536	12.8807	16.7143
0.0021	161.0	966	5.0483	14.4852	17.2381
0.0003	162.0	972	5.0851	14.4907	17.5238
0.0002	163.0	978	5.0508	14.5847	17.3333
0.0013	164.0	984	5.0162	14.8445	17.381
0.0001	165.0	990	4.9888	14.6595	17.2381
0.0002	166.0	996	4.9775	16.4774	17.1429
0.0002	167.0	1002	4.9814	16.0104	18.4762
0.0007	168.0	1008	4.9742	15.636	18.5238
0.0001	169.0	1014	4.9322	16.6634	17.9048
0.0	170.0	1020	4.9194	16.1774	17.619
0.0002	171.0	1026	4.9254	16.0248	17.8571
0.0001	172.0	1032	4.9369	16.4029	17.9048
0.0005	173.0	1038	4.9054	17.7731	17.2857
0.0001	174.0	1044	4.8571	16.7224	17.5238
0.0002	175.0	1050	4.8486	17.2272	18.1905
0.0003	176.0	1056	4.8335	16.2617	17.8571
0.0002	177.0	1062	4.8111	17.0052	18.5714
0.0001	178.0	1068	4.7926	15.8221	18.6667
0.0001	179.0	1074	4.7578	16.3121	19.1905
0.0001	180.0	1080	4.7550	16.1043	20.0952
0.0005	181.0	1086	4.7313	16.8736	19.8095
0.0001	182.0	1092	4.7343	16.9301	19.5238
0.0001	183.0	1098	4.7793	18.205	20.1429
0.0002	184.0	1104	4.7983	18.5673	19.8095
0.0004	185.0	1110	4.8392	16.2358	20.0476
0.0077	186.0	1116	4.8467	17.1925	19.8571
0.002	187.0	1122	5.2468	18.0704	18.8571
0.0089	188.0	1128	5.1986	17.1214	17.4286
0.0003	189.0	1134	5.0684	18.4753	16.9048
0.0001	190.0	1140	5.0292	15.8304	17.6667
0.0004	191.0	1146	4.9733	17.2889	18.5238
0.0001	192.0	1152	4.9808	15.4309	18.2381
0.0012	193.0	1158	5.0136	12.842	17.8571
0.0004	194.0	1164	4.9479	15.8907	18.6667
0.0001	195.0	1170	5.0072	16.5354	18.0952
0.0001	196.0	1176	5.1311	15.7019	20.0952
0.0002	197.0	1182	5.1227	16.3063	19.1905
0.0001	198.0	1188	5.1017	14.9618	15.5714
0.0002	199.0	1194	5.1391	14.3346	16.8571
0.0005	200.0	1200	5.0906	15.9888	18.2857
0.0002	201.0	1206	5.1746	13.374	19.0476
0.0002	202.0	1212	5.2523	12.6704	17.5238
0.0001	203.0	1218	5.0221	16.6345	18.1429
0.0001	204.0	1224	4.9749	17.8121	20.0952
0.0001	205.0	1230	4.9101	17.1347	20.5714
0.0129	206.0	1236	4.8442	18.4499	21.5714
0.0003	207.0	1242	4.8862	19.8448	20.619
0.0355	208.0	1248	4.7523	16.0186	18.4762
0.0068	209.0	1254	4.6478	14.675	18.381
0.1665	210.0	1260	4.6030	13.8599	19.5238
0.0088	211.0	1266	4.7145	13.458	19.1905
0.0038	212.0	1272	4.9565	15.0896	22.6667
0.0138	213.0	1278	5.0184	17.4536	20.381
0.0012	214.0	1284	5.0504	13.96	18.9524
0.5907	215.0	1290	4.7891	13.1533	19.0952
0.0221	216.0	1296	4.6883	13.0453	20.5714
0.0006	217.0	1302	4.4482	18.1867	18.5238
0.0019	218.0	1308	4.5149	15.1436	18.9524
0.0022	219.0	1314	4.6359	12.4966	16.5238
0.0033	220.0	1320	4.8007	20.3334	18.4762
0.0001	221.0	1326	4.8723	20.7466	20.4286
0.001	222.0	1332	4.8500	22.3955	20.381
0.0004	223.0	1338	4.8037	19.5832	19.0476
0.0004	224.0	1344	4.8784	15.7525	19.7143
0.0008	225.0	1350	4.9602	15.1913	20.0476
0.0008	226.0	1356	4.8466	17.4212	22.0
0.0022	227.0	1362	4.8720	17.3572	20.3333
0.0909	228.0	1368	4.9267	19.8356	21.1429
0.0371	229.0	1374	4.8627	16.8395	24.3333
0.0004	230.0	1380	4.7682	15.8307	23.9524
0.0003	231.0	1386	4.7675	14.8856	24.381
0.0005	232.0	1392	4.7996	16.6942	22.4762
0.0002	233.0	1398	4.9139	14.7018	22.619
0.0004	234.0	1404	4.9932	16.5043	22.6667
0.0004	235.0	1410	5.0367	16.7094	23.2857
0.0011	236.0	1416	5.0379	16.1994	24.0476
0.0003	237.0	1422	5.0218	17.1416	23.0952
0.0001	238.0	1428	5.0133	14.508	24.1429
0.0002	239.0	1434	5.0162	11.3074	28.2857
0.0027	240.0	1440	5.0155	11.3946	28.5238
0.0001	241.0	1446	5.0222	18.4131	20.8095
0.0004	242.0	1452	5.0820	19.8649	19.7619
0.0001	243.0	1458	5.0533	19.3455	20.2381
0.0001	244.0	1464	5.0255	19.4595	20.2857
0.0001	245.0	1470	4.9888	17.8108	19.9524
0.0009	246.0	1476	4.9577	18.0135	20.381
0.0001	247.0	1482	4.9627	18.0853	20.4286
0.0002	248.0	1488	4.9528	17.6983	20.8095
0.0001	249.0	1494	4.9248	17.4549	21.0476
0.0001	250.0	1500	4.9223	19.7171	20.8571
0.0001	251.0	1506	4.9358	18.5808	20.6667
0.0001	252.0	1512	4.9108	19.4134	20.619
0.0008	253.0	1518	4.9272	17.5982	20.619
0.0001	254.0	1524	4.9531	18.4072	20.9048
0.0001	255.0	1530	4.9852	18.055	21.0
0.0001	256.0	1536	5.0183	18.4946	20.8571
0.0001	257.0	1542	5.0398	18.0738	20.6667
0.0001	258.0	1548	5.0803	18.3205	20.619
0.0001	259.0	1554	5.1138	17.4443	19.7619
0.0	260.0	1560	5.1149	16.7199	19.9524
0.0001	261.0	1566	5.0571	18.0774	19.8095
0.0001	262.0	1572	4.9891	19.0246	20.3333
0.0	263.0	1578	4.9421	19.4735	19.9048
0.0001	264.0	1584	4.9384	19.0254	19.3333
0.0	265.0	1590	4.9202	17.6006	19.5714
0.0001	266.0	1596	4.8080	17.522	18.381
0.0412	267.0	1602	4.7294	17.5635	18.1905
0.0001	268.0	1608	4.7929	17.4714	18.619
0.0002	269.0	1614	4.8483	17.8744	18.4286
0.0002	270.0	1620	4.8503	19.9758	19.2381
0.0002	271.0	1626	4.8407	18.0202	19.5238
0.0006	272.0	1632	4.8333	17.3323	20.1429
0.0001	273.0	1638	4.9568	16.138	21.0952
0.0003	274.0	1644	5.0652	17.3738	21.3333
0.0	275.0	1650	5.0287	18.4731	21.8095
0.0004	276.0	1656	4.9752	18.0594	20.2857
0.0001	277.0	1662	4.9839	17.208	20.4286
0.0001	278.0	1668	5.0341	17.2321	20.4286
0.0001	279.0	1674	5.0366	16.4888	19.8095
0.023	280.0	1680	4.9605	17.604	19.0952
0.0	281.0	1686	4.8821	17.4512	18.7619
0.0001	282.0	1692	4.8584	17.288	19.4762
0.0007	283.0	1698	4.9509	17.1188	20.5714
0.0002	284.0	1704	5.1513	14.5725	21.2381
0.0	285.0	1710	5.3500	16.2526	18.8571
0.0001	286.0	1716	4.9777	17.099	18.5714
0.0016	287.0	1722	4.7251	15.5494	21.7143
0.0029	288.0	1728	4.6840	13.6116	21.7143
0.0003	289.0	1734	4.7625	13.752	20.1905
0.0002	290.0	1740	4.8813	14.1066	20.381
0.001	291.0	1746	4.9707	14.9735	20.7619
0.0001	292.0	1752	5.0271	15.4755	19.0952
0.0003	293.0	1758	5.0336	16.5468	18.3333
0.0001	294.0	1764	4.9815	14.4119	18.0476
0.0002	295.0	1770	4.9682	12.5438	16.5238
0.0001	296.0	1776	4.9472	15.5297	16.8571
0.0002	297.0	1782	4.9210	15.9396	17.9048
0.0002	298.0	1788	4.9146	15.2187	18.6667
0.0003	299.0	1794	4.9173	16.2721	19.5714
0.0003	300.0	1800	4.9195	15.0599	19.381
0.0001	301.0	1806	4.9226	15.157	19.5238
0.0003	302.0	1812	4.9284	15.0633	19.9048
0.0001	303.0	1818	4.9348	15.3147	19.9048
0.0001	304.0	1824	4.9401	15.4074	19.4762
0.0	305.0	1830	4.9172	15.6593	18.8571
0.0058	306.0	1836	4.8919	17.1128	18.381
0.0001	307.0	1842	4.9345	15.7616	18.8095
0.0	308.0	1848	4.9859	16.2367	18.9524
0.0001	309.0	1854	5.0227	15.8602	20.0
0.0001	310.0	1860	5.0423	16.3113	19.5714
0.0	311.0	1866	5.0524	16.3231	19.8095
0.0001	312.0	1872	5.0584	16.3811	19.5238
0.0001	313.0	1878	5.0610	16.3929	19.4286
0.0001	314.0	1884	5.0597	16.341	19.1905
0.0	315.0	1890	5.0595	16.5798	19.3333
0.0001	316.0	1896	5.0527	16.4882	19.4286
0.0001	317.0	1902	5.0219	17.2824	20.8571
0.0001	318.0	1908	4.9930	17.3842	20.1429
0.0002	319.0	1914	4.9205	17.6364	21.6667
0.0001	320.0	1920	4.9010	18.5246	21.2857
0.0	321.0	1926	4.9716	19.0657	21.2381
0.0001	322.0	1932	5.0222	18.8559	20.4762
0.0001	323.0	1938	5.0203	18.0597	20.1429
0.0001	324.0	1944	5.0586	19.1192	20.5714
0.0001	325.0	1950	5.0191	18.4125	20.0
0.0002	326.0	1956	5.0115	18.4999	20.7619
0.0	327.0	1962	5.0223	19.4772	19.9048
0.0	328.0	1968	5.0301	18.5373	19.1905
0.0	329.0	1974	5.0355	18.3006	18.3333
0.0001	330.0	1980	5.0241	18.5281	19.4762
0.0001	331.0	1986	5.0146	18.6358	19.7619
0.0001	332.0	1992	5.0120	18.5196	19.8095
0.0001	333.0	1998	5.0130	17.7283	20.0952
0.0	334.0	2004	5.0156	17.7283	20.0952
0.0001	335.0	2010	5.0189	17.7321	20.0476
0.0	336.0	2016	5.0223	17.7201	20.2381
0.0	337.0	2022	5.0967	15.1885	17.5238
0.001	338.0	2028	5.1642	17.8777	20.1429
0.0006	339.0	2034	5.2520	15.2108	20.8095
0.0002	340.0	2040	5.2870	14.4153	20.6667
0.0001	341.0	2046	5.1585	17.619	19.9048
0.0001	342.0	2052	5.0459	16.3002	19.8571
0.0	343.0	2058	5.0043	17.2982	20.0476
0.0002	344.0	2064	4.8918	16.3191	21.1905
0.0001	345.0	2070	4.9471	16.8697	19.9524
0.0003	346.0	2076	4.8308	18.4341	21.1429
0.0003	347.0	2082	4.7940	17.888	20.9524
0.0011	348.0	2088	4.8093	18.8884	21.4286
0.0001	349.0	2094	4.8309	19.527	20.9524
0.0001	350.0	2100	4.8615	18.7216	20.6667
0.0002	351.0	2106	4.8859	18.102	20.6667
0.0	352.0	2112	4.9036	18.0916	20.9048
0.0001	353.0	2118	4.9163	18.2021	20.8095
0.0002	354.0	2124	4.9458	17.6728	20.2857
0.0001	355.0	2130	4.9610	17.6728	20.2857
0.0001	356.0	2136	4.9734	18.1712	20.0476
0.0	357.0	2142	4.9828	18.153	20.9048
0.0001	358.0	2148	4.9850	17.8627	19.381
0.0	359.0	2154	4.9912	17.5117	19.3333
0.0001	360.0	2160	4.9946	17.8889	20.4286
0.0001	361.0	2166	4.9247	18.4782	20.3333
0.0001	362.0	2172	4.8893	19.494	20.381
0.0	363.0	2178	4.8757	19.494	20.381
0.0001	364.0	2184	4.8732	19.1878	20.2857
0.0001	365.0	2190	4.8762	18.9758	20.7143
0.0001	366.0	2196	4.8812	18.9758	20.6667
0.0003	367.0	2202	4.8867	18.9758	20.6667
0.0001	368.0	2208	4.8968	19.2679	20.8095
0.0	369.0	2214	4.9057	19.0861	20.619
0.0	370.0	2220	4.9130	19.0365	20.381
0.0	371.0	2226	4.9201	19.0239	20.5714
0.0	372.0	2232	4.9266	19.0239	20.5714
0.0	373.0	2238	4.9326	19.0239	20.5714
0.0	374.0	2244	4.9384	19.0239	20.5714
0.0001	375.0	2250	4.9436	19.0239	20.5714
0.0001	376.0	2256	4.9514	19.0303	20.5238
0.0	377.0	2262	4.9589	19.0303	20.5238
0.0001	378.0	2268	4.9658	19.0303	20.5238
0.0001	379.0	2274	4.9728	19.4878	20.4762
0.0	380.0	2280	4.9789	19.4878	20.4762
0.0	381.0	2286	4.9838	19.4878	20.4762
0.0	382.0	2292	4.9928	18.3044	20.8571
0.0	383.0	2298	5.0039	17.8296	21.2381
0.0	384.0	2304	4.9692	18.9103	20.0
0.0	385.0	2310	4.9602	18.5951	20.3333
0.0	386.0	2316	4.9600	18.5856	20.4286
0.0001	387.0	2322	4.9629	18.5799	20.0476
0.0	388.0	2328	4.9668	18.3906	20.7619
0.0001	389.0	2334	4.9666	19.7978	21.0
0.0	390.0	2340	4.9915	20.6067	19.7143
0.0001	391.0	2346	5.0310	19.0248	18.7619
0.0001	392.0	2352	4.9480	20.0269	19.7143
0.0	393.0	2358	4.9837	19.2984	19.3333
0.0001	394.0	2364	5.0390	16.9698	19.1905
0.0001	395.0	2370	5.0856	16.1485	19.2857
0.0001	396.0	2376	5.0932	15.0425	18.9524
0.0001	397.0	2382	5.1059	15.0413	18.9048
0.0	398.0	2388	5.1152	16.6125	19.6667
0.0	399.0	2394	5.1241	16.7776	20.0476
0.0	400.0	2400	5.1285	16.6391	20.0952
0.0	401.0	2406	5.1322	18.0066	20.0
0.0	402.0	2412	5.1585	16.4175	20.1429
0.0016	403.0	2418	5.1801	15.5454	19.9048
0.0	404.0	2424	5.2069	15.7943	19.7619
0.0	405.0	2430	5.2206	15.6921	19.5238
0.0	406.0	2436	5.2281	15.6606	19.3333
0.0001	407.0	2442	5.2316	17.2637	18.8571
0.0	408.0	2448	5.2338	16.4847	19.1429
0.0	409.0	2454	5.2354	17.3374	19.2857
0.0	410.0	2460	5.2360	17.3374	19.2857
0.0	411.0	2466	5.2359	18.1538	19.1905
0.0001	412.0	2472	5.2361	18.1538	19.1905
0.0	413.0	2478	5.2364	18.1538	19.1905
0.0	414.0	2484	5.2367	18.1538	19.1905
0.0001	415.0	2490	5.2372	18.1538	19.1905
0.0	416.0	2496	5.2376	18.1538	19.1905
0.0	417.0	2502	5.2124	17.2292	19.2381
0.0	418.0	2508	5.1920	17.6845	20.0952
0.0	419.0	2514	5.1695	15.6573	19.7619
0.0	420.0	2520	5.1594	15.9268	20.0
0.0	421.0	2526	5.1577	14.7919	19.8571
0.0	422.0	2532	5.1581	15.5465	19.9524
0.0	423.0	2538	5.1594	15.5406	20.0
0.0	424.0	2544	5.1606	16.0351	20.1905
0.0001	425.0	2550	5.1599	16.0351	20.1905
0.0	426.0	2556	5.1459	15.459	20.1905
0.0	427.0	2562	5.1363	15.2908	20.1429
0.0001	428.0	2568	5.1275	15.5705	20.0952
0.0003	429.0	2574	5.1222	16.0419	19.2857
0.1231	430.0	2580	5.1153	15.5076	20.1905
0.0001	431.0	2586	5.2004	16.596	21.381
0.0001	432.0	2592	5.2165	17.4166	20.4286
0.0001	433.0	2598	5.2211	16.1786	19.8095
0.0	434.0	2604	5.2277	16.1756	19.9524
0.0	435.0	2610	5.2173	15.8335	19.2857
0.0	436.0	2616	5.2082	15.5104	18.619
0.0007	437.0	2622	5.1825	16.312	18.8571
0.0	438.0	2628	5.2020	15.3314	19.5238
0.0002	439.0	2634	5.2005	15.2161	18.2381
0.0	440.0	2640	5.2158	15.5784	18.0952
0.0002	441.0	2646	5.2181	15.0427	18.8095
0.0	442.0	2652	5.2574	16.8893	18.1905
0.0	443.0	2658	5.1996	17.5835	18.0
0.0	444.0	2664	5.1903	15.6621	18.0952
0.0001	445.0	2670	5.1815	15.7428	18.1429
0.0	446.0	2676	5.1779	15.5473	18.6667
0.0001	447.0	2682	5.1899	15.7708	17.9524
0.0001	448.0	2688	5.2146	15.8445	17.8571
0.0001	449.0	2694	5.2247	15.7973	17.7143
0.0	450.0	2700	5.2645	15.2033	17.2381
0.0	451.0	2706	5.1866	15.6329	17.5238
0.0001	452.0	2712	5.1644	16.3042	18.7619
0.0	453.0	2718	5.2379	15.729	17.8571
0.0	454.0	2724	5.2724	12.8875	15.9524
0.0001	455.0	2730	5.1403	16.2394	17.6667
0.0001	456.0	2736	5.1672	15.1095	19.0476
0.0001	457.0	2742	5.1452	15.6223	19.0
0.0	458.0	2748	5.1678	14.1691	18.4762
0.0	459.0	2754	5.1921	15.8866	17.9524
0.0022	460.0	2760	5.2172	15.8949	17.9524
0.0	461.0	2766	5.3150	13.86	17.7619
0.0	462.0	2772	5.3582	13.6065	17.5238
0.0001	463.0	2778	5.3704	14.3501	17.2381
0.0	464.0	2784	5.3674	14.1761	17.7143
0.0002	465.0	2790	5.3644	14.1809	17.7619
0.0001	466.0	2796	5.3595	14.2358	18.381
0.0001	467.0	2802	5.3571	14.5982	18.4762
0.0	468.0	2808	5.3565	14.5982	18.4762
0.0	469.0	2814	5.3559	14.2526	19.0
0.0	470.0	2820	5.3567	14.2526	19.0
0.0001	471.0	2826	5.3575	14.2526	19.0
0.0	472.0	2832	5.3575	14.3663	19.0952
0.0	473.0	2838	5.3534	15.4658	19.4286
0.0001	474.0	2844	5.3488	14.9625	19.1905
0.0	475.0	2850	5.3495	15.5343	19.0476
0.0	476.0	2856	5.4119	15.7848	18.381
0.0001	477.0	2862	5.4096	15.2396	17.7143
0.0001	478.0	2868	5.4276	15.1949	18.7619
0.0	479.0	2874	5.3983	15.2561	18.1905
0.0001	480.0	2880	5.3441	15.2457	18.7619
0.0001	481.0	2886	5.2907	14.793	19.0952
0.0001	482.0	2892	5.2759	15.8664	19.2857
0.0001	483.0	2898	5.2464	16.109	19.4286
0.0	484.0	2904	5.2422	17.143	19.7143
0.0001	485.0	2910	5.2482	17.3471	19.7619
0.0001	486.0	2916	5.2525	16.9799	19.3333
0.0001	487.0	2922	5.2942	15.312	18.619
0.0	488.0	2928	5.2860	15.9089	18.1905
0.0015	489.0	2934	5.3181	14.8896	17.7143
0.0007	490.0	2940	5.3300	14.7278	17.8571
0.0001	491.0	2946	5.3318	15.9322	18.2857
0.0	492.0	2952	5.3353	16.034	18.1429
0.0001	493.0	2958	5.3372	15.6714	17.9524
0.0002	494.0	2964	5.2764	15.2669	18.4286
0.0	495.0	2970	5.2622	15.6183	17.8095
0.0	496.0	2976	5.2479	16.231	18.0952
0.0004	497.0	2982	5.2419	17.1293	18.2857
0.0	498.0	2988	5.2420	16.542	18.5714
0.0	499.0	2994	5.2439	16.5354	18.7619
0.0	500.0	3000	5.2469	16.6475	18.8095
0.0	501.0	3006	5.2506	16.3002	18.7619
0.0	502.0	3012	5.2549	16.3002	18.7619
0.0001	503.0	3018	5.2594	16.3002	18.7619
0.0	504.0	3024	5.2640	16.3002	18.7619
0.0	505.0	3030	5.2673	16.3002	18.7619
0.0	506.0	3036	5.2710	16.6533	18.619
0.0001	507.0	3042	5.2745	16.3002	18.7619
0.0	508.0	3048	5.2774	16.4485	19.0476
0.0001	509.0	3054	5.2803	16.4485	19.0476
0.0001	510.0	3060	5.2845	16.8022	19.0952
0.0023	511.0	3066	5.2896	16.8022	19.0952
0.0	512.0	3072	5.2961	16.4485	19.0476
0.0	513.0	3078	5.3006	16.4485	19.0476
0.0	514.0	3084	5.3037	16.4485	19.0476
0.0	515.0	3090	5.3067	16.4485	19.0476
0.0	516.0	3096	5.3099	16.4485	19.0476
0.0001	517.0	3102	5.3125	16.4485	19.0476
0.0	518.0	3108	5.3151	16.4485	19.0476
0.0	519.0	3114	5.3174	16.4485	19.0476
0.0	520.0	3120	5.3190	16.4485	19.0476
0.0	521.0	3126	5.3211	17.1167	19.1429
0.0	522.0	3132	5.3238	17.1167	19.1429
0.0	523.0	3138	5.3258	17.1167	19.1429
0.0	524.0	3144	5.3274	17.1166	19.0
0.0	525.0	3150	5.3293	17.1166	19.0
0.0	526.0	3156	5.3313	17.1166	19.0
0.0	527.0	3162	5.3329	17.1166	19.0
0.0	528.0	3168	5.3338	17.1166	19.0
0.0	529.0	3174	5.3348	17.1166	19.0
0.0	530.0	3180	5.3363	17.1166	19.0
0.0	531.0	3186	5.3382	17.1166	19.0
0.0	532.0	3192	5.3400	17.7887	19.0
0.0	533.0	3198	5.3417	17.7887	19.0
0.0	534.0	3204	5.3433	17.1166	19.0
0.0	535.0	3210	5.3448	17.1166	19.0
0.0	536.0	3216	5.3465	17.1166	19.0
0.0	537.0	3222	5.3483	17.1166	19.0
0.0001	538.0	3228	5.3498	17.1166	19.0
0.0	539.0	3234	5.3514	17.1166	19.0
0.0	540.0	3240	5.3454	16.1802	18.8095
0.0	541.0	3246	5.3378	16.1198	18.5238
0.0	542.0	3252	5.3331	16.0906	18.8095
0.0	543.0	3258	5.3309	16.0906	18.8095
0.0	544.0	3264	5.3329	16.1278	18.7619
0.0	545.0	3270	5.3380	16.1278	18.7619
0.0001	546.0	3276	5.3420	15.1949	18.9524
0.0	547.0	3282	5.3461	15.2641	18.9048
0.0	548.0	3288	5.3487	15.5873	18.9524
0.0	549.0	3294	5.3501	15.5873	18.9524
0.0	550.0	3300	5.3510	16.2653	19.381
0.0	551.0	3306	5.3518	16.2653	19.381
0.0	552.0	3312	5.3527	16.2653	19.381
0.0	553.0	3318	5.3411	17.8559	19.2381
0.0	554.0	3324	5.3297	17.0039	18.8095
0.0	555.0	3330	5.3202	16.3394	19.2381
0.0	556.0	3336	5.3157	17.4369	19.2381
0.0	557.0	3342	5.3147	17.4369	19.2381
0.0008	558.0	3348	5.3027	17.5098	19.2857
0.0	559.0	3354	5.2698	17.414	19.1905
0.0	560.0	3360	5.2539	16.8344	19.381
0.0001	561.0	3366	5.2476	16.8344	19.381
0.0	562.0	3372	5.2461	16.8344	19.381
0.0	563.0	3378	5.2468	16.8344	19.381
0.0	564.0	3384	5.2493	16.4471	19.1905
0.0	565.0	3390	5.2437	17.1911	19.3333
0.0	566.0	3396	5.2272	18.2272	19.1905
0.0	567.0	3402	5.2204	18.1931	18.9048
0.0	568.0	3408	5.2202	18.0756	19.2857
0.0	569.0	3414	5.2225	18.044	18.9524
0.0	570.0	3420	5.2254	18.0445	18.9048
0.0001	571.0	3426	5.2530	18.0375	19.2857
0.0	572.0	3432	5.2754	17.5342	19.3333
0.0	573.0	3438	5.2902	17.5342	19.3333
0.0003	574.0	3444	5.2996	16.7195	19.4762
0.0	575.0	3450	5.3069	16.7195	19.4762
0.0	576.0	3456	5.3106	16.7195	19.4762
0.0	577.0	3462	5.3123	16.7195	19.4762
0.0	578.0	3468	5.3136	16.7195	19.4762
0.0	579.0	3474	5.3145	16.7195	19.4762
0.0001	580.0	3480	5.3154	16.7195	19.4762
0.0	581.0	3486	5.3166	16.7195	19.4762
0.0	582.0	3492	5.3178	16.7195	19.4762
0.0	583.0	3498	5.3185	16.7195	19.4762
0.0	584.0	3504	5.3186	16.7195	19.4762
0.0	585.0	3510	5.3191	16.7195	19.4762
0.0	586.0	3516	5.3202	16.7195	19.4762
0.0	587.0	3522	5.3145	17.5725	19.3333
0.0	588.0	3528	5.3071	17.5725	19.3333
0.0001	589.0	3534	5.2889	17.571	19.4762
0.0	590.0	3540	5.2823	17.102	19.7619
0.0	591.0	3546	5.2810	17.102	19.7619
0.0	592.0	3552	5.2817	16.9985	19.4762
0.0	593.0	3558	5.2829	16.9985	19.4762
0.0	594.0	3564	5.2846	16.9985	19.4762
0.0	595.0	3570	5.2798	16.9985	19.4762
0.0	596.0	3576	5.2728	16.8735	19.3333
0.0	597.0	3582	5.2695	16.8735	19.3333
0.0	598.0	3588	5.2680	16.8617	19.7619
0.0	599.0	3594	5.2684	16.8617	19.7619
0.0	600.0	3600	5.2710	17.1316	18.9524
0.0	601.0	3606	5.2740	17.1282	19.381
0.0	602.0	3612	5.2773	17.0199	19.3333
0.0	603.0	3618	5.2812	17.1282	19.3333
0.0	604.0	3624	5.2842	17.1282	19.3333
0.0	605.0	3630	5.2953	17.1282	19.3333
0.0	606.0	3636	5.3102	17.0199	19.3333
0.0001	607.0	3642	5.3204	17.0199	19.3333
0.0002	608.0	3648	5.3277	17.0199	19.3333
0.0	609.0	3654	5.3350	17.0199	19.2857
0.0	610.0	3660	5.3397	17.0199	19.2857
0.0	611.0	3666	5.3428	17.0199	19.2857
0.0	612.0	3672	5.3450	17.0214	18.8571
0.0	613.0	3678	5.3467	17.0214	18.8571
0.0	614.0	3684	5.3481	17.0214	18.8571
0.0	615.0	3690	5.3522	17.0214	18.8571
0.0	616.0	3696	5.3561	17.0222	18.8571
0.0	617.0	3702	5.3589	17.0222	18.8571
0.0	618.0	3708	5.3612	17.0222	18.8571
0.0	619.0	3714	5.3631	17.0222	18.8571
0.0	620.0	3720	5.3645	16.4852	19.0476
0.0	621.0	3726	5.3656	16.4852	19.0476
0.0	622.0	3732	5.3675	16.4852	19.0476
0.0	623.0	3738	5.3689	16.4852	19.0476
0.0	624.0	3744	5.3700	16.4852	19.0476
0.0	625.0	3750	5.4821	17.5472	18.8571
0.001	626.0	3756	5.3850	17.7973	20.4762
0.0	627.0	3762	5.3712	17.0602	19.3333
0.0	628.0	3768	5.4112	14.9075	16.8095
0.0001	629.0	3774	5.3902	14.5218	16.5714
0.0	630.0	3780	5.3365	14.3571	16.7143
0.0	631.0	3786	5.2980	15.6168	17.1905
0.0	632.0	3792	5.2764	15.8174	17.3333
0.0002	633.0	3798	5.2644	16.154	18.0952
0.0001	634.0	3804	5.2599	16.0883	18.1905
0.0	635.0	3810	5.2582	15.6168	17.1905
0.0	636.0	3816	5.2295	15.762	17.4286
0.0	637.0	3822	5.1976	16.3536	17.5238
0.0001	638.0	3828	5.0811	16.3784	18.381
0.0003	639.0	3834	5.0651	17.0587	19.0952
0.0	640.0	3840	5.0767	17.6091	19.1905
0.0001	641.0	3846	5.0487	13.9969	17.2857
0.0001	642.0	3852	5.0537	13.9116	17.5238
0.0001	643.0	3858	5.0606	13.5011	17.3333
0.0	644.0	3864	5.0696	13.4731	17.2857
0.0001	645.0	3870	5.0788	13.3279	17.0476
0.0	646.0	3876	5.0889	13.2384	17.4762
0.0	647.0	3882	5.1007	13.0783	16.7619
0.0	648.0	3888	5.0845	13.6981	17.0952
0.0073	649.0	3894	5.0890	13.7865	17.619
0.0	650.0	3900	5.2037	13.1187	17.4286
0.0	651.0	3906	5.2800	12.0368	16.7619
0.0003	652.0	3912	5.2800	13.5303	17.6667
0.0001	653.0	3918	5.3014	13.5534	18.2381
0.0002	654.0	3924	5.2585	13.5534	18.2381
0.0	655.0	3930	5.2658	13.5534	18.2381
0.0	656.0	3936	5.2816	13.564	18.4286
0.0	657.0	3942	5.2798	14.0014	18.2381
0.0	658.0	3948	5.2763	14.0259	18.2857
0.0	659.0	3954	5.2714	14.8068	18.1905
0.0001	660.0	3960	5.2699	14.8136	18.2381
0.0	661.0	3966	5.2697	14.76	18.0
0.0001	662.0	3972	5.2694	14.454	18.1429
0.0	663.0	3978	5.2711	14.266	18.5714
0.0	664.0	3984	5.2735	14.4482	18.9048
0.0	665.0	3990	5.2754	14.266	18.5714
0.0	666.0	3996	5.2767	14.266	18.5714
0.0001	667.0	4002	5.2779	14.3353	18.619
0.0	668.0	4008	5.2797	14.5296	18.2381
0.0	669.0	4014	5.2814	14.5296	18.2381
0.0	670.0	4020	5.2831	14.5296	18.2381
0.0	671.0	4026	5.2845	14.6479	18.5238
0.0	672.0	4032	5.2860	14.4993	18.2857
0.0	673.0	4038	5.2876	14.4993	18.2857
0.0	674.0	4044	5.2893	14.4993	18.2857
0.0	675.0	4050	5.2908	14.5106	18.5238
0.0	676.0	4056	5.2929	14.5026	18.4286
0.0001	677.0	4062	5.2946	14.5026	18.4286
0.0	678.0	4068	5.2982	14.6545	18.619
0.0	679.0	4074	5.3008	14.6545	18.619
0.0	680.0	4080	5.3026	14.6545	18.619
0.0	681.0	4086	5.3043	14.6545	18.619
0.0	682.0	4092	5.3057	14.6545	18.619
0.0001	683.0	4098	5.3070	14.6576	18.8571
0.0	684.0	4104	5.3086	15.4199	18.8571
0.0	685.0	4110	5.3095	15.4176	18.8095
0.0	686.0	4116	5.3108	15.4176	18.8095
0.0	687.0	4122	5.3122	15.4176	18.8095
0.0	688.0	4128	5.3133	15.4176	18.8095
0.0	689.0	4134	5.3145	15.4176	18.8095
0.0	690.0	4140	5.3155	15.4176	18.8095
0.0	691.0	4146	5.3165	15.4176	18.8095
0.0	692.0	4152	5.3178	15.4176	18.8095
0.0	693.0	4158	5.3192	15.4176	18.8095
0.0	694.0	4164	5.3204	15.4176	18.8095
0.0	695.0	4170	5.3214	15.4176	18.8095
0.0	696.0	4176	5.3226	15.4176	18.8095
0.0	697.0	4182	5.3238	15.4176	18.8095
0.0	698.0	4188	5.3247	15.4176	18.8095
0.0	699.0	4194	5.3259	15.4176	18.8095
0.0	700.0	4200	5.3272	15.4176	18.8095
0.0	701.0	4206	5.3285	15.4176	18.8095
0.0	702.0	4212	5.3296	16.1325	18.6667
0.0	703.0	4218	5.3310	16.1325	18.6667
0.0	704.0	4224	5.3323	16.1325	18.6667
0.0	705.0	4230	5.3333	16.1325	18.6667
0.0	706.0	4236	5.3343	16.1325	18.6667
0.0	707.0	4242	5.3354	15.4176	18.8095
0.0	708.0	4248	5.3365	16.048	18.3333
0.0	709.0	4254	5.3375	16.048	18.3333
0.0	710.0	4260	5.3386	16.056	18.4286
0.0	711.0	4266	5.3392	16.056	18.4286
0.0	712.0	4272	5.3399	16.056	18.4286
0.0	713.0	4278	5.3410	16.056	18.4286
0.0	714.0	4284	5.3419	16.056	18.4286
0.0	715.0	4290	5.3429	16.056	18.4286
0.0	716.0	4296	5.3439	16.056	18.4286
0.0	717.0	4302	5.3448	16.056	18.4286
0.0	718.0	4308	5.3458	16.056	18.4286
0.0	719.0	4314	5.3462	16.056	18.4286
0.0	720.0	4320	5.3468	16.056	18.4286
0.0	721.0	4326	5.3475	16.056	18.4286
0.0	722.0	4332	5.3482	16.056	18.4286
0.0	723.0	4338	5.3490	16.056	18.4286
0.0	724.0	4344	5.3502	16.056	18.4286
0.0	725.0	4350	5.3514	15.8645	18.2381
0.0	726.0	4356	5.3524	15.8645	18.2381
0.0	727.0	4362	5.3586	15.5072	18.0952
0.0	728.0	4368	5.3628	15.5072	18.0952
0.0	729.0	4374	5.3653	16.2849	18.6667
0.0	730.0	4380	5.3674	16.2849	18.6667
0.0	731.0	4386	5.3690	16.2849	18.6667
0.0	732.0	4392	5.3703	16.3247	18.8571
0.0	733.0	4398	5.3713	16.3247	18.8571
0.0	734.0	4404	5.3725	16.4725	18.9048
0.0	735.0	4410	5.3740	16.4725	18.9048
0.0	736.0	4416	5.3752	16.4725	18.9048
0.0	737.0	4422	5.3761	16.4725	18.9048
0.0	738.0	4428	5.3770	16.4725	18.9048
0.0	739.0	4434	5.3777	16.4725	18.9048
0.0	740.0	4440	5.3779	16.4725	18.9048
0.0	741.0	4446	5.3776	16.3247	18.8571
0.0	742.0	4452	5.3775	15.8832	18.381
0.0	743.0	4458	5.3778	15.8832	18.381
0.0	744.0	4464	5.3782	15.8832	18.381
0.0	745.0	4470	5.3786	15.8832	18.381
0.0	746.0	4476	5.3790	15.8832	18.381
0.0	747.0	4482	5.3795	15.8832	18.381
0.0	748.0	4488	5.3800	15.8832	18.381
0.0	749.0	4494	5.3822	16.3979	18.8095
0.0	750.0	4500	5.3866	16.3979	18.8095
0.0	751.0	4506	5.3893	16.3979	18.8095
0.0	752.0	4512	5.3911	16.3989	18.8571
0.0	753.0	4518	5.3923	16.3989	18.8571
0.0	754.0	4524	5.3926	16.3979	18.6667
0.0	755.0	4530	5.3928	16.3979	18.6667
0.0	756.0	4536	5.3932	16.3979	18.6667
0.0	757.0	4542	5.3937	15.793	18.0952
0.0	758.0	4548	5.3944	15.793	18.0952
0.0	759.0	4554	5.3950	15.793	18.0952
0.0	760.0	4560	5.3957	15.793	18.0952
0.0	761.0	4566	5.3964	15.793	18.0952
0.0	762.0	4572	5.3970	15.793	18.0952
0.0	763.0	4578	5.3975	15.793	18.0952
0.0	764.0	4584	5.3977	15.793	18.0952
0.0	765.0	4590	5.4127	15.7343	18.619
0.0	766.0	4596	5.4217	15.4621	18.381
0.0	767.0	4602	5.4277	15.3021	17.9524
0.0	768.0	4608	5.4135	15.3875	18.1429
0.0001	769.0	4614	5.4005	14.9751	18.6667
0.0	770.0	4620	5.3952	14.4952	18.1905
0.0	771.0	4626	5.3926	14.7383	18.0476
0.0001	772.0	4632	5.3911	14.7515	18.1429
0.0	773.0	4638	5.3911	14.7515	18.1429
0.0	774.0	4644	5.3913	15.1228	18.3333
0.0	775.0	4650	5.3917	14.4954	18.6667
0.0	776.0	4656	5.3923	14.4954	18.6667
0.0	777.0	4662	5.3929	14.4954	18.6667
0.0	778.0	4668	5.3935	14.4954	18.6667
0.0	779.0	4674	5.3941	14.4952	18.1905
0.0	780.0	4680	5.3951	14.7383	18.0476
0.0	781.0	4686	5.3962	14.7383	18.0476
0.0	782.0	4692	5.4003	14.9626	19.3333
0.0	783.0	4698	5.4136	16.2083	19.619
0.0	784.0	4704	5.4282	14.656	18.9048
0.0	785.0	4710	5.4338	13.7103	18.5238
0.0	786.0	4716	5.4357	13.7547	18.8095
0.0	787.0	4722	5.4345	14.063	18.8571
0.0	788.0	4728	5.4329	15.0933	18.619
0.0	789.0	4734	5.4322	13.1913	19.0952
0.0	790.0	4740	5.4323	13.3618	19.3333
0.0	791.0	4746	5.4329	13.3618	19.3333
0.0	792.0	4752	5.4343	14.415	19.1429
0.0	793.0	4758	5.4353	14.415	19.1429
0.0	794.0	4764	5.4360	14.415	19.1429
0.0	795.0	4770	5.4365	14.415	19.1429
0.0	796.0	4776	5.4368	14.415	19.1429
0.0	797.0	4782	5.4365	14.415	19.1429
0.0	798.0	4788	5.4366	14.415	19.1429
0.0	799.0	4794	5.4368	14.415	19.1429
0.0	800.0	4800	5.4371	14.415	19.1429
0.0	801.0	4806	5.4351	14.4516	19.2381
0.0	802.0	4812	5.4340	15.5531	18.9524
0.0	803.0	4818	5.4339	15.5531	18.8095
0.0001	804.0	4824	5.4340	15.5531	18.8095
0.0	805.0	4830	5.4346	15.5531	18.8095
0.0	806.0	4836	5.4352	15.5531	18.8095
0.0	807.0	4842	5.4381	15.2042	18.5238
0.0	808.0	4848	5.4401	14.3452	18.9524
0.0	809.0	4854	5.4414	14.3452	18.9524
0.0	810.0	4860	5.4422	14.1646	18.8571
0.0	811.0	4866	5.4425	15.2072	18.6667
0.0	812.0	4872	5.4430	15.2072	18.6667
0.0	813.0	4878	5.4434	15.2072	18.6667
0.0	814.0	4884	5.4441	15.2072	18.6667
0.0	815.0	4890	5.4451	15.2072	18.6667
0.0	816.0	4896	5.4459	15.2072	18.6667
0.0	817.0	4902	5.4465	15.2072	18.6667
0.0	818.0	4908	5.4470	15.2072	18.6667
0.0	819.0	4914	5.4475	15.2072	18.6667
0.0	820.0	4920	5.4479	15.2072	18.6667
0.0	821.0	4926	5.4469	14.7829	18.7619
0.0	822.0	4932	5.4449	11.9428	18.5238
0.0	823.0	4938	5.4514	11.9455	18.4286
0.0	824.0	4944	5.4565	11.9455	18.4286
0.0001	825.0	4950	5.4589	11.9455	18.4286
0.0	826.0	4956	5.4601	11.9455	18.4286
0.0	827.0	4962	5.4612	11.9479	18.619
0.0	828.0	4968	5.4620	11.9479	18.619
0.0	829.0	4974	5.4625	11.9455	18.4286
0.0	830.0	4980	5.4631	11.9455	18.4286
0.0	831.0	4986	5.4636	11.9455	18.4286
0.0	832.0	4992	5.4640	11.9455	18.4286
0.0	833.0	4998	5.4644	11.9455	18.4286
0.0	834.0	5004	5.4650	11.9455	18.4286
0.0	835.0	5010	5.4656	11.9455	18.4286
0.0	836.0	5016	5.4663	11.9455	18.4286
0.0	837.0	5022	5.4671	11.9455	18.4286
0.0002	838.0	5028	5.4672	11.9455	18.4286
0.0	839.0	5034	5.4671	11.9455	18.4286
0.0	840.0	5040	5.4672	11.9455	18.4286
0.0	841.0	5046	5.4675	11.9455	18.4286
0.0	842.0	5052	5.4686	11.9455	18.4286
0.0	843.0	5058	5.4693	11.9455	18.4286
0.0	844.0	5064	5.4700	11.9455	18.4286
0.0	845.0	5070	5.4707	11.9455	18.4286
0.0	846.0	5076	5.4711	11.9455	18.4286
0.0	847.0	5082	5.4715	11.9455	18.4286
0.0	848.0	5088	5.4721	11.9455	18.4286
0.0	849.0	5094	5.4728	11.9455	18.4286
0.0	850.0	5100	5.4732	11.9455	18.4286
0.0	851.0	5106	5.4737	11.9455	18.4286
0.0	852.0	5112	5.4742	11.9455	18.4286
0.0	853.0	5118	5.4749	11.9455	18.4286
0.0	854.0	5124	5.4754	11.9455	18.4286
0.0	855.0	5130	5.4753	11.9455	18.4286
0.0	856.0	5136	5.4753	11.9455	18.4286
0.0	857.0	5142	5.4755	11.9479	18.4762
0.0	858.0	5148	5.4756	11.9479	18.4762
0.0	859.0	5154	5.4725	11.9479	18.4762
0.0	860.0	5160	5.4689	11.8072	18.1905
0.0	861.0	5166	5.4683	11.81	18.2381
0.0	862.0	5172	5.4672	11.8072	18.1905
0.0	863.0	5178	5.4668	11.8072	18.1905
0.0	864.0	5184	5.4669	11.9479	18.4286
0.0	865.0	5190	5.4680	11.9479	18.4286
0.0	866.0	5196	5.4689	11.9479	18.4286
0.0	867.0	5202	5.4695	11.9479	18.4286
0.0	868.0	5208	5.4700	11.9479	18.4286
0.0	869.0	5214	5.4705	11.9479	18.4286
0.0	870.0	5220	5.4710	11.9479	18.4286
0.0	871.0	5226	5.4717	11.9479	18.4286
0.0	872.0	5232	5.4721	11.9479	18.4286
0.0	873.0	5238	5.4726	11.9479	18.4286
0.0	874.0	5244	5.4730	11.9479	18.4286
0.0	875.0	5250	5.4733	11.9479	18.4286
0.0	876.0	5256	5.4737	11.9479	18.4286
0.0	877.0	5262	5.4744	11.9783	18.3333
0.0	878.0	5268	5.4778	11.9783	18.3333
0.0	879.0	5274	5.4801	11.9783	18.3333
0.0	880.0	5280	5.4814	11.9783	18.3333
0.0	881.0	5286	5.4824	11.9783	18.3333
0.0	882.0	5292	5.4832	11.9783	18.3333
0.0	883.0	5298	5.4838	11.8378	18.0952
0.0	884.0	5304	5.4843	11.8378	18.0952
0.0	885.0	5310	5.4849	11.8347	18.0476
0.0	886.0	5316	5.4855	11.8347	18.0476
0.0	887.0	5322	5.4860	11.8347	18.0476
0.0	888.0	5328	5.4865	11.8347	18.0476
0.0	889.0	5334	5.4870	11.8347	18.0476
0.0	890.0	5340	5.4874	11.8347	18.0476
0.0	891.0	5346	5.4881	11.8347	18.0476
0.0	892.0	5352	5.4886	11.8347	18.0476
0.0	893.0	5358	5.4890	11.8347	18.0476
0.0	894.0	5364	5.4894	11.81	18.1429
0.0	895.0	5370	5.4898	11.81	18.1429
0.0	896.0	5376	5.4900	12.7693	18.5238
0.0	897.0	5382	5.4903	12.7693	18.5238
0.0	898.0	5388	5.4903	12.7976	18.4286
0.0	899.0	5394	5.4900	12.7976	18.4286
0.0	900.0	5400	5.4899	12.7976	18.4286
0.0	901.0	5406	5.4899	12.7976	18.4286
0.0	902.0	5412	5.4899	12.7993	18.4762
0.0	903.0	5418	5.4902	12.7993	18.4762
0.0	904.0	5424	5.4919	12.7678	18.4762
0.0	905.0	5430	5.4947	12.7693	18.5238
0.0	906.0	5436	5.4962	12.7693	18.5238
0.0	907.0	5442	5.4971	12.7693	18.5238
0.0	908.0	5448	5.4977	12.7693	18.5238
0.0	909.0	5454	5.4981	12.7693	18.5238
0.0	910.0	5460	5.4986	12.7693	18.5238
0.0	911.0	5466	5.4990	12.7693	18.5238
0.0	912.0	5472	5.4993	12.7693	18.5238
0.0	913.0	5478	5.4997	12.7693	18.5238
0.0	914.0	5484	5.5000	12.7693	18.5238
0.0	915.0	5490	5.5003	12.7693	18.5238
0.0	916.0	5496	5.5005	12.7693	18.5238
0.0	917.0	5502	5.5009	12.7693	18.5238
0.0	918.0	5508	5.5014	13.8472	18.5238
0.0	919.0	5514	5.5018	13.8472	18.5238
0.0	920.0	5520	5.5019	13.8472	18.5238
0.0	921.0	5526	5.5020	13.8472	18.5238
0.0	922.0	5532	5.5016	13.8472	18.5238
0.0	923.0	5538	5.5039	13.8506	18.6667
0.0	924.0	5544	5.5055	14.1357	18.2857
0.0	925.0	5550	5.5068	13.1239	18.4762
0.0	926.0	5556	5.5076	13.4418	18.5238
0.0	927.0	5562	5.5082	13.4418	18.5238
0.0	928.0	5568	5.5085	13.4418	18.5238
0.0	929.0	5574	5.5087	13.4418	18.5238
0.0	930.0	5580	5.5088	13.4418	18.5238
0.0	931.0	5586	5.5063	12.8811	18.4762
0.0001	932.0	5592	5.5040	12.0031	18.7619
0.0	933.0	5598	5.5028	12.0017	18.7143
0.0	934.0	5604	5.5021	12.0017	18.7143
0.0	935.0	5610	5.5018	12.0017	18.7143
0.0	936.0	5616	5.5017	12.0017	18.7143
0.0	937.0	5622	5.5017	12.0017	18.7143
0.0	938.0	5628	5.5018	12.0017	18.7143
0.0	939.0	5634	5.5019	12.0017	18.7143
0.0	940.0	5640	5.5021	12.0017	18.7143
0.0	941.0	5646	5.5023	12.0017	18.7143
0.0	942.0	5652	5.5024	12.0017	18.7143
0.0	943.0	5658	5.5025	12.0017	18.7143
0.0	944.0	5664	5.5027	12.0017	18.7143
0.0	945.0	5670	5.5029	12.0017	18.7143
0.0	946.0	5676	5.5030	12.0017	18.7143
0.0	947.0	5682	5.5031	12.0017	18.7143
0.0	948.0	5688	5.5033	12.0017	18.7143
0.0	949.0	5694	5.5035	13.5973	18.5714
0.0	950.0	5700	5.5036	13.5973	18.5714
0.0	951.0	5706	5.5038	13.5973	18.5714
0.0001	952.0	5712	5.5039	13.5973	18.5714
0.0	953.0	5718	5.5041	13.5973	18.5714
0.0	954.0	5724	5.5043	13.5973	18.5714
0.0	955.0	5730	5.5045	13.5973	18.5714
0.0	956.0	5736	5.5047	13.5973	18.5714
0.0	957.0	5742	5.5048	13.5973	18.5714
0.0	958.0	5748	5.5049	13.5973	18.5714
0.0	959.0	5754	5.5050	13.5973	18.5714
0.0	960.0	5760	5.5051	13.5973	18.5714
0.0	961.0	5766	5.5052	13.5973	18.5714
0.0	962.0	5772	5.5053	13.5973	18.5714
0.0	963.0	5778	5.5054	13.5973	18.5714
0.0	964.0	5784	5.5054	13.5973	18.5714
0.0	965.0	5790	5.5055	13.5973	18.5714
0.0	966.0	5796	5.5056	13.5973	18.5714
0.0	967.0	5802	5.5057	13.5973	18.5714
0.0	968.0	5808	5.5059	13.5973	18.5714
0.0	969.0	5814	5.5060	13.5973	18.5714
0.0	970.0	5820	5.5061	13.5973	18.5714
0.0	971.0	5826	5.5062	12.0017	18.7143
0.0	972.0	5832	5.5062	12.0017	18.7143
0.0	973.0	5838	5.5063	12.0017	18.7143
0.0	974.0	5844	5.5064	12.0017	18.7143
0.0	975.0	5850	5.5064	12.0017	18.7143
0.0	976.0	5856	5.5065	12.0017	18.7143
0.0	977.0	5862	5.5066	12.0017	18.7143
0.0	978.0	5868	5.5066	12.0017	18.7143
0.0	979.0	5874	5.5067	12.0017	18.7143
0.0001	980.0	5880	5.5068	12.0017	18.7143
0.0	981.0	5886	5.5068	12.0017	18.7143
0.0	982.0	5892	5.5068	12.0017	18.7143
0.0	983.0	5898	5.5069	12.0017	18.7143
0.0	984.0	5904	5.5069	12.0017	18.7143
0.0	985.0	5910	5.5070	12.0017	18.7143
0.0	986.0	5916	5.5071	12.0017	18.7143
0.0	987.0	5922	5.5073	12.0017	18.7143
0.0	988.0	5928	5.5075	12.0017	18.7143
0.0	989.0	5934	5.5076	12.0017	18.7143
0.0	990.0	5940	5.5076	12.0017	18.7143
0.0	991.0	5946	5.5077	12.0017	18.7143
0.0	992.0	5952	5.5077	12.0017	18.7143
0.0	993.0	5958	5.5077	12.0017	18.7143
0.0	994.0	5964	5.5077	12.0017	18.7143
0.0	995.0	5970	5.5077	12.0017	18.7143
0.0	996.0	5976	5.5077	12.0017	18.7143
0.0	997.0	5982	5.5077	12.0017	18.7143
0.0	998.0	5988	5.5077	12.0017	18.7143
0.0	999.0	5994	5.5078	12.0017	18.7143
0.0	1000.0	6000	5.5078	12.0017	18.7143

Framework versions

• Transformers 4.35.2
• Pytorch 1.13.1+cu117
• Datasets 2.16.1
• Tokenizers 0.15.1