README.md

metadata

library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
  - generated_from_trainer
model-index:
  - name: arabert_augmented_only_k15_organization_task1_fold0
    results: []

arabert_augmented_only_k15_organization_task1_fold0

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.1551
• Qwk: 0.2741
• Mse: 1.1551
• Rmse: 1.0747

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0130	2	4.3369	0.0481	4.3369	2.0825
No log	0.0260	4	2.6123	-0.0262	2.6123	1.6163
No log	0.0390	6	1.6946	0.0243	1.6946	1.3018
No log	0.0519	8	2.0032	-0.0655	2.0032	1.4153
No log	0.0649	10	2.0530	-0.1625	2.0530	1.4328
No log	0.0779	12	1.7585	0.0040	1.7585	1.3261
No log	0.0909	14	1.4293	0.0742	1.4293	1.1955
No log	0.1039	16	1.3864	0.0742	1.3864	1.1774
No log	0.1169	18	1.5106	0.0836	1.5106	1.2291
No log	0.1299	20	1.6030	0.0791	1.6030	1.2661
No log	0.1429	22	1.6211	0.1761	1.6211	1.2732
No log	0.1558	24	1.7647	0.1221	1.7647	1.3284
No log	0.1688	26	1.9429	0.1600	1.9429	1.3939
No log	0.1818	28	1.8394	0.1600	1.8394	1.3562
No log	0.1948	30	1.6390	0.1576	1.6390	1.2802
No log	0.2078	32	1.4043	-0.0190	1.4043	1.1850
No log	0.2208	34	1.3649	0.0742	1.3649	1.1683
No log	0.2338	36	1.3937	0.0	1.3937	1.1806
No log	0.2468	38	1.3998	0.0	1.3998	1.1831
No log	0.2597	40	1.4969	0.0	1.4969	1.2235
No log	0.2727	42	1.6693	0.1223	1.6693	1.2920
No log	0.2857	44	1.6240	0.1089	1.6240	1.2744
No log	0.2987	46	1.4684	0.1139	1.4684	1.2118
No log	0.3117	48	1.3746	0.0	1.3746	1.1724
No log	0.3247	50	1.3807	0.0	1.3807	1.1750
No log	0.3377	52	1.3816	0.0	1.3816	1.1754
No log	0.3506	54	1.4875	0.0742	1.4875	1.2196
No log	0.3636	56	1.6721	0.1294	1.6721	1.2931
No log	0.3766	58	1.8672	0.1871	1.8672	1.3664
No log	0.3896	60	1.8982	0.0	1.8982	1.3778
No log	0.4026	62	1.7879	0.1967	1.7879	1.3371
No log	0.4156	64	1.6805	0.1064	1.6805	1.2963
No log	0.4286	66	1.5787	0.1414	1.5787	1.2565
No log	0.4416	68	1.4562	0.0	1.4562	1.2067
No log	0.4545	70	1.3621	0.0	1.3621	1.1671
No log	0.4675	72	1.3659	0.0	1.3659	1.1687
No log	0.4805	74	1.4791	0.0	1.4791	1.2162
No log	0.4935	76	1.8081	0.1034	1.8081	1.3447
No log	0.5065	78	2.0309	0.0619	2.0309	1.4251
No log	0.5195	80	1.9825	0.0377	1.9825	1.4080
No log	0.5325	82	1.8237	0.0856	1.8237	1.3505
No log	0.5455	84	1.6348	0.0888	1.6348	1.2786
No log	0.5584	86	1.5387	0.0255	1.5387	1.2404
No log	0.5714	88	1.4969	0.0255	1.4969	1.2235
No log	0.5844	90	1.5768	0.0446	1.5768	1.2557
No log	0.5974	92	1.5563	0.1152	1.5563	1.2475
No log	0.6104	94	1.4966	0.1000	1.4966	1.2234
No log	0.6234	96	1.4299	0.0446	1.4299	1.1958
No log	0.6364	98	1.3937	0.1139	1.3937	1.1805
No log	0.6494	100	1.4075	0.0255	1.4075	1.1864
No log	0.6623	102	1.3916	0.0255	1.3916	1.1797
No log	0.6753	104	1.4609	-0.0155	1.4609	1.2087
No log	0.6883	106	1.5785	0.1548	1.5785	1.2564
No log	0.7013	108	1.7978	0.1778	1.7978	1.3408
No log	0.7143	110	1.8569	0.1600	1.8569	1.3627
No log	0.7273	112	1.7857	0.1600	1.7857	1.3363
No log	0.7403	114	1.5390	0.0625	1.5390	1.2406
No log	0.7532	116	1.4003	0.0	1.4003	1.1834
No log	0.7662	118	1.3386	0.0	1.3386	1.1570
No log	0.7792	120	1.2994	0.2546	1.2994	1.1399
No log	0.7922	122	1.2414	0.1271	1.2414	1.1142
No log	0.8052	124	1.3518	0.1795	1.3518	1.1627
No log	0.8182	126	1.4932	0.0430	1.4932	1.2220
No log	0.8312	128	1.4192	0.0625	1.4192	1.1913
No log	0.8442	130	1.3951	0.0251	1.3951	1.1811
No log	0.8571	132	1.2753	0.1463	1.2753	1.1293
No log	0.8701	134	1.2232	0.2032	1.2232	1.1060
No log	0.8831	136	1.2022	0.3309	1.2022	1.0964
No log	0.8961	138	1.3023	0.4044	1.3023	1.1412
No log	0.9091	140	1.3896	0.2203	1.3896	1.1788
No log	0.9221	142	1.3065	0.2776	1.3065	1.1430
No log	0.9351	144	1.3016	0.2032	1.3016	1.1409
No log	0.9481	146	1.6015	0.0250	1.6015	1.2655
No log	0.9610	148	1.7269	0.1425	1.7269	1.3141
No log	0.9740	150	1.5833	0.0658	1.5833	1.2583
No log	0.9870	152	1.3490	0.0	1.3490	1.1615
No log	1.0	154	1.2217	0.3309	1.2217	1.1053
No log	1.0130	156	1.2092	0.3309	1.2092	1.0996
No log	1.0260	158	1.2262	0.3043	1.2262	1.1073
No log	1.0390	160	1.2257	0.3043	1.2257	1.1071
No log	1.0519	162	1.2324	0.3009	1.2324	1.1101
No log	1.0649	164	1.2244	0.3259	1.2244	1.1065
No log	1.0779	166	1.1094	0.3542	1.1094	1.0533
No log	1.0909	168	1.0482	0.3636	1.0482	1.0238
No log	1.1039	170	1.0793	0.4324	1.0793	1.0389
No log	1.1169	172	1.0865	0.3883	1.0865	1.0423
No log	1.1299	174	1.0856	0.3043	1.0856	1.0419
No log	1.1429	176	1.2317	0.3259	1.2317	1.1098
No log	1.1558	178	1.5429	0.3478	1.5429	1.2422
No log	1.1688	180	1.6501	0.3209	1.6501	1.2846
No log	1.1818	182	1.5391	0.3478	1.5391	1.2406
No log	1.1948	184	1.3597	0.2260	1.3597	1.1660
No log	1.2078	186	1.2359	0.0	1.2359	1.1117
No log	1.2208	188	1.1997	0.0	1.1997	1.0953
No log	1.2338	190	1.1694	0.0	1.1694	1.0814
No log	1.2468	192	1.1409	0.2546	1.1409	1.0681
No log	1.2597	194	1.0993	0.3481	1.0993	1.0485
No log	1.2727	196	1.1037	0.3026	1.1037	1.0506
No log	1.2857	198	1.1355	0.3026	1.1355	1.0656
No log	1.2987	200	1.1500	0.3026	1.1500	1.0724
No log	1.3117	202	1.1811	0.3309	1.1811	1.0868
No log	1.3247	204	1.2089	0.1271	1.2089	1.0995
No log	1.3377	206	1.2184	0.0	1.2184	1.1038
No log	1.3506	208	1.2230	0.0	1.2230	1.1059
No log	1.3636	210	1.2304	0.0	1.2304	1.1092
No log	1.3766	212	1.2515	0.0	1.2515	1.1187
No log	1.3896	214	1.2778	0.0255	1.2778	1.1304
No log	1.4026	216	1.3338	0.1736	1.3338	1.1549
No log	1.4156	218	1.3658	0.0255	1.3658	1.1687
No log	1.4286	220	1.3540	0.0	1.3540	1.1636
No log	1.4416	222	1.3647	0.0	1.3647	1.1682
No log	1.4545	224	1.3735	0.0	1.3735	1.1720
No log	1.4675	226	1.4229	0.0658	1.4229	1.1929
No log	1.4805	228	1.4991	0.1000	1.4991	1.2244
No log	1.4935	230	1.4517	0.0658	1.4517	1.2048
No log	1.5065	232	1.3603	0.0	1.3603	1.1663
No log	1.5195	234	1.3251	0.1271	1.3251	1.1511
No log	1.5325	236	1.3134	0.1271	1.3134	1.1460
No log	1.5455	238	1.3057	0.1271	1.3057	1.1427
No log	1.5584	240	1.2880	0.1271	1.2880	1.1349
No log	1.5714	242	1.2719	0.1271	1.2719	1.1278
No log	1.5844	244	1.2668	0.2364	1.2668	1.1255
No log	1.5974	246	1.2119	0.2452	1.2119	1.1009
No log	1.6104	248	1.1995	0.2260	1.1995	1.0952
No log	1.6234	250	1.1908	0.1993	1.1908	1.0913
No log	1.6364	252	1.1578	0.3147	1.1577	1.0760
No log	1.6494	254	1.1757	0.2993	1.1757	1.0843
No log	1.6623	256	1.2136	0.2862	1.2136	1.1016
No log	1.6753	258	1.2241	0.2862	1.2241	1.1064
No log	1.6883	260	1.2132	0.2862	1.2132	1.1014
No log	1.7013	262	1.1882	0.3081	1.1882	1.0900
No log	1.7143	264	1.1461	0.3556	1.1461	1.0706
No log	1.7273	266	1.1306	0.3481	1.1306	1.0633
No log	1.7403	268	1.1484	0.3309	1.1484	1.0717
No log	1.7532	270	1.1866	0.3309	1.1866	1.0893
No log	1.7662	272	1.2525	0.3309	1.2525	1.1191
No log	1.7792	274	1.3420	0.0976	1.3420	1.1585
No log	1.7922	276	1.3843	0.0255	1.3843	1.1766
No log	1.8052	278	1.4105	-0.0442	1.4105	1.1876
No log	1.8182	280	1.3783	0.0	1.3783	1.1740
No log	1.8312	282	1.3743	0.0255	1.3743	1.1723
No log	1.8442	284	1.2951	0.0255	1.2951	1.1380
No log	1.8571	286	1.1871	0.3309	1.1871	1.0895
No log	1.8701	288	1.1115	0.3399	1.1115	1.0543
No log	1.8831	290	1.0765	0.3623	1.0765	1.0375
No log	1.8961	292	1.0665	0.3352	1.0665	1.0327
No log	1.9091	294	1.0753	0.3352	1.0753	1.0370
No log	1.9221	296	1.1045	0.2772	1.1045	1.0509
No log	1.9351	298	1.1470	0.2478	1.1470	1.0710
No log	1.9481	300	1.1978	0.1470	1.1978	1.0944
No log	1.9610	302	1.2714	0.1470	1.2714	1.1276
No log	1.9740	304	1.3661	0.0696	1.3661	1.1688
No log	1.9870	306	1.3428	0.0696	1.3428	1.1588
No log	2.0	308	1.3161	0.0486	1.3161	1.1472
No log	2.0130	310	1.2980	0.0486	1.2980	1.1393
No log	2.0260	312	1.2923	0.1637	1.2922	1.1368
No log	2.0390	314	1.2358	0.0677	1.2358	1.1117
No log	2.0519	316	1.1901	0.0908	1.1901	1.0909
No log	2.0649	318	1.1896	0.2193	1.1896	1.0907
No log	2.0779	320	1.1890	0.2772	1.1890	1.0904
No log	2.0909	322	1.1777	0.2674	1.1777	1.0852
No log	2.1039	324	1.1858	0.2772	1.1858	1.0889
No log	2.1169	326	1.1573	0.2144	1.1573	1.0758
No log	2.1299	328	1.1255	0.3481	1.1255	1.0609
No log	2.1429	330	1.1327	0.3043	1.1327	1.0643
No log	2.1558	332	1.1566	0.3808	1.1566	1.0754
No log	2.1688	334	1.1232	0.3808	1.1232	1.0598
No log	2.1818	336	1.0617	0.3043	1.0617	1.0304
No log	2.1948	338	1.0672	0.2773	1.0672	1.0331
No log	2.2078	340	1.0791	0.2056	1.0791	1.0388
No log	2.2208	342	1.0584	0.2056	1.0584	1.0288
No log	2.2338	344	1.0124	0.3830	1.0124	1.0062
No log	2.2468	346	0.9686	0.3874	0.9686	0.9842
No log	2.2597	348	0.9884	0.4059	0.9884	0.9942
No log	2.2727	350	1.0215	0.4562	1.0215	1.0107
No log	2.2857	352	0.9618	0.4112	0.9618	0.9807
No log	2.2987	354	0.9262	0.4204	0.9262	0.9624
No log	2.3117	356	0.9317	0.4160	0.9317	0.9652
No log	2.3247	358	0.9277	0.4059	0.9277	0.9632
No log	2.3377	360	0.9199	0.4059	0.9199	0.9591
No log	2.3506	362	0.9167	0.4112	0.9167	0.9575
No log	2.3636	364	0.9380	0.3808	0.9380	0.9685
No log	2.3766	366	0.9594	0.3043	0.9594	0.9795
No log	2.3896	368	1.0159	0.3241	1.0159	1.0079
No log	2.4026	370	1.0628	0.3399	1.0628	1.0309
No log	2.4156	372	1.1146	0.2186	1.1146	1.0558
No log	2.4286	374	1.1651	0.1463	1.1651	1.0794
No log	2.4416	376	1.1673	0.1463	1.1673	1.0804
No log	2.4545	378	1.1429	0.1463	1.1429	1.0691
No log	2.4675	380	1.1033	0.3399	1.1033	1.0504
No log	2.4805	382	1.1038	0.3147	1.1038	1.0506
No log	2.4935	384	1.1259	0.3808	1.1259	1.0611
No log	2.5065	386	1.1653	0.4059	1.1653	1.0795
No log	2.5195	388	1.1872	0.4059	1.1872	1.0896
No log	2.5325	390	1.2193	0.3793	1.2193	1.1042
No log	2.5455	392	1.2522	0.3793	1.2522	1.1190
No log	2.5584	394	1.2436	0.3793	1.2436	1.1152
No log	2.5714	396	1.2145	0.4059	1.2145	1.1020
No log	2.5844	398	1.1852	0.3309	1.1852	1.0887
No log	2.5974	400	1.1901	0.1463	1.1901	1.0909
No log	2.6104	402	1.2109	0.2102	1.2109	1.1004
No log	2.6234	404	1.2193	0.2788	1.2193	1.1042
No log	2.6364	406	1.2185	0.1463	1.2185	1.1038
No log	2.6494	408	1.2236	0.1463	1.2236	1.1062
No log	2.6623	410	1.2303	0.1463	1.2303	1.1092
No log	2.6753	412	1.2302	0.1271	1.2302	1.1092
No log	2.6883	414	1.2345	0.2032	1.2345	1.1111
No log	2.7013	416	1.2227	0.2032	1.2227	1.1057
No log	2.7143	418	1.2022	0.2186	1.2022	1.0964
No log	2.7273	420	1.1897	0.2186	1.1897	1.0907
No log	2.7403	422	1.1882	0.2186	1.1882	1.0900
No log	2.7532	424	1.1951	0.2186	1.1951	1.0932
No log	2.7662	426	1.2010	0.3309	1.2010	1.0959
No log	2.7792	428	1.1897	0.3309	1.1897	1.0907
No log	2.7922	430	1.1752	0.3309	1.1752	1.0841
No log	2.8052	432	1.1630	0.3558	1.1630	1.0784
No log	2.8182	434	1.1392	0.3292	1.1392	1.0673
No log	2.8312	436	1.1114	0.3292	1.1114	1.0542
No log	2.8442	438	1.0697	0.3292	1.0697	1.0342
No log	2.8571	440	1.0437	0.3147	1.0437	1.0216
No log	2.8701	442	1.0372	0.3147	1.0372	1.0184
No log	2.8831	444	1.0463	0.3384	1.0463	1.0229
No log	2.8961	446	1.0547	0.3292	1.0547	1.0270
No log	2.9091	448	1.0792	0.3026	1.0792	1.0389
No log	2.9221	450	1.0766	0.3292	1.0766	1.0376
No log	2.9351	452	1.0671	0.3309	1.0671	1.0330
No log	2.9481	454	1.0731	0.3309	1.0731	1.0359
No log	2.9610	456	1.0813	0.3309	1.0813	1.0399
No log	2.9740	458	1.0921	0.3309	1.0921	1.0450
No log	2.9870	460	1.1068	0.3309	1.1068	1.0520
No log	3.0	462	1.1163	0.3309	1.1163	1.0565
No log	3.0130	464	1.1154	0.3309	1.1154	1.0561
No log	3.0260	466	1.1048	0.3309	1.1048	1.0511
No log	3.0390	468	1.0926	0.3309	1.0926	1.0453
No log	3.0519	470	1.0946	0.4324	1.0946	1.0462
No log	3.0649	472	1.1211	0.4059	1.1211	1.0588
No log	3.0779	474	1.1345	0.4059	1.1345	1.0651
No log	3.0909	476	1.1501	0.3009	1.1501	1.0724
No log	3.1039	478	1.1713	0.3259	1.1713	1.0823
No log	3.1169	480	1.1731	0.2991	1.1731	1.0831
No log	3.1299	482	1.1223	0.3793	1.1223	1.0594
No log	3.1429	484	1.0898	0.4059	1.0898	1.0440
No log	3.1558	486	1.0765	0.3309	1.0765	1.0375
No log	3.1688	488	1.0815	0.3309	1.0815	1.0399
No log	3.1818	490	1.0908	0.3399	1.0908	1.0444
No log	3.1948	492	1.0914	0.3399	1.0914	1.0447
No log	3.2078	494	1.0823	0.3309	1.0823	1.0403
No log	3.2208	496	1.0807	0.3043	1.0807	1.0395
No log	3.2338	498	1.0820	0.4059	1.0820	1.0402
0.8053	3.2468	500	1.1094	0.3793	1.1094	1.0533
0.8053	3.2597	502	1.1191	0.3793	1.1191	1.0579
0.8053	3.2727	504	1.1503	0.4044	1.1503	1.0725
0.8053	3.2857	506	1.1321	0.3793	1.1321	1.0640
0.8053	3.2987	508	1.0702	0.3793	1.0702	1.0345
0.8053	3.3117	510	1.0459	0.3860	1.0459	1.0227
0.8053	3.3247	512	1.0132	0.3860	1.0132	1.0066
0.8053	3.3377	514	1.0195	0.3860	1.0195	1.0097
0.8053	3.3506	516	1.0206	0.3860	1.0206	1.0102
0.8053	3.3636	518	1.0094	0.4112	1.0094	1.0047
0.8053	3.3766	520	1.0318	0.3860	1.0318	1.0158
0.8053	3.3896	522	1.0356	0.4112	1.0356	1.0177
0.8053	3.4026	524	1.0468	0.3860	1.0468	1.0231
0.8053	3.4156	526	1.0348	0.4112	1.0348	1.0173
0.8053	3.4286	528	1.0168	0.3636	1.0168	1.0083
0.8053	3.4416	530	1.0425	0.3947	1.0425	1.0210
0.8053	3.4545	532	1.0472	0.3947	1.0472	1.0234
0.8053	3.4675	534	1.0507	0.4	1.0507	1.0250
0.8053	3.4805	536	1.0265	0.4	1.0265	1.0132
0.8053	3.4935	538	1.0293	0.3399	1.0293	1.0145
0.8053	3.5065	540	1.0259	0.3399	1.0259	1.0129
0.8053	3.5195	542	1.0338	0.4	1.0338	1.0167
0.8053	3.5325	544	1.0673	0.4093	1.0673	1.0331
0.8053	3.5455	546	1.1160	0.2862	1.1160	1.0564
0.8053	3.5584	548	1.1596	0.2862	1.1596	1.0768
0.8053	3.5714	550	1.1278	0.2862	1.1278	1.0620
0.8053	3.5844	552	1.0753	0.4	1.0753	1.0370
0.8053	3.5974	554	1.0360	0.3309	1.0360	1.0179
0.8053	3.6104	556	1.0280	0.3292	1.0280	1.0139
0.8053	3.6234	558	1.0309	0.4059	1.0309	1.0153
0.8053	3.6364	560	1.0457	0.4059	1.0457	1.0226
0.8053	3.6494	562	1.0627	0.4059	1.0627	1.0309
0.8053	3.6623	564	1.0609	0.4059	1.0609	1.0300
0.8053	3.6753	566	1.0369	0.4059	1.0369	1.0183
0.8053	3.6883	568	1.0260	0.4059	1.0260	1.0129
0.8053	3.7013	570	1.0207	0.3292	1.0207	1.0103
0.8053	3.7143	572	1.0271	0.4059	1.0271	1.0135
0.8053	3.7273	574	1.0248	0.4059	1.0248	1.0123
0.8053	3.7403	576	1.0021	0.4059	1.0021	1.0011
0.8053	3.7532	578	0.9782	0.3292	0.9782	0.9890
0.8053	3.7662	580	0.9639	0.4112	0.9639	0.9818
0.8053	3.7792	582	0.9502	0.3147	0.9502	0.9748
0.8053	3.7922	584	0.9457	0.3147	0.9457	0.9724
0.8053	3.8052	586	0.9502	0.3947	0.9502	0.9748
0.8053	3.8182	588	0.9447	0.3947	0.9447	0.9720
0.8053	3.8312	590	0.9488	0.3947	0.9488	0.9741
0.8053	3.8442	592	0.9509	0.3399	0.9509	0.9751
0.8053	3.8571	594	0.9531	0.3147	0.9531	0.9763
0.8053	3.8701	596	0.9640	0.4112	0.9640	0.9818
0.8053	3.8831	598	0.9757	0.4059	0.9757	0.9878
0.8053	3.8961	600	0.9915	0.4059	0.9915	0.9957
0.8053	3.9091	602	0.9950	0.3043	0.9950	0.9975
0.8053	3.9221	604	1.0135	0.3147	1.0135	1.0067
0.8053	3.9351	606	1.0154	0.3326	1.0154	1.0077
0.8053	3.9481	608	1.0069	0.3147	1.0069	1.0034
0.8053	3.9610	610	1.0288	0.4059	1.0288	1.0143
0.8053	3.9740	612	1.0816	0.3793	1.0816	1.0400
0.8053	3.9870	614	1.0984	0.3793	1.0984	1.0480
0.8053	4.0	616	1.1125	0.3793	1.1125	1.0548
0.8053	4.0130	618	1.0911	0.4059	1.0911	1.0445
0.8053	4.0260	620	1.0928	0.3147	1.0928	1.0454
0.8053	4.0390	622	1.0987	0.3147	1.0987	1.0482
0.8053	4.0519	624	1.1085	0.3384	1.1085	1.0529
0.8053	4.0649	626	1.1180	0.3467	1.1180	1.0574
0.8053	4.0779	628	1.1219	0.3467	1.1219	1.0592
0.8053	4.0909	630	1.1392	0.4112	1.1392	1.0673
0.8053	4.1039	632	1.1974	0.3009	1.1974	1.0943
0.8053	4.1169	634	1.2467	0.2222	1.2467	1.1165
0.8053	4.1299	636	1.2727	0.1953	1.2727	1.1281
0.8053	4.1429	638	1.2359	0.2222	1.2359	1.1117
0.8053	4.1558	640	1.1719	0.3009	1.1719	1.0826
0.8053	4.1688	642	1.1337	0.3276	1.1337	1.0648
0.8053	4.1818	644	1.1026	0.3368	1.1026	1.0501
0.8053	4.1948	646	1.0977	0.4112	1.0977	1.0477
0.8053	4.2078	648	1.1192	0.4059	1.1192	1.0579
0.8053	4.2208	650	1.0989	0.4112	1.0989	1.0483
0.8053	4.2338	652	1.0762	0.4112	1.0762	1.0374
0.8053	4.2468	654	1.0728	0.4112	1.0728	1.0358
0.8053	4.2597	656	1.0601	0.4112	1.0601	1.0296
0.8053	4.2727	658	1.0432	0.3399	1.0432	1.0214
0.8053	4.2857	660	1.0307	0.4	1.0307	1.0152
0.8053	4.2987	662	1.0270	0.4	1.0270	1.0134
0.8053	4.3117	664	1.0228	0.3947	1.0228	1.0113
0.8053	4.3247	666	1.0176	0.3399	1.0176	1.0087
0.8053	4.3377	668	1.0119	0.4126	1.0119	1.0059
0.8053	4.3506	670	0.9980	0.3808	0.9980	0.9990
0.8053	4.3636	672	0.9935	0.3808	0.9935	0.9967
0.8053	4.3766	674	1.0010	0.4059	1.0010	1.0005
0.8053	4.3896	676	0.9910	0.4059	0.9910	0.9955
0.8053	4.4026	678	0.9763	0.4059	0.9763	0.9881
0.8053	4.4156	680	0.9717	0.4059	0.9717	0.9858
0.8053	4.4286	682	0.9796	0.4059	0.9796	0.9897
0.8053	4.4416	684	1.0054	0.4059	1.0054	1.0027
0.8053	4.4545	686	1.0482	0.4059	1.0482	1.0238
0.8053	4.4675	688	1.0715	0.4059	1.0715	1.0351
0.8053	4.4805	690	1.1110	0.3009	1.1110	1.0540
0.8053	4.4935	692	1.1422	0.3009	1.1422	1.0687
0.8053	4.5065	694	1.1670	0.3009	1.1670	1.0803
0.8053	4.5195	696	1.1917	0.3276	1.1917	1.0916
0.8053	4.5325	698	1.2111	0.4059	1.2111	1.1005
0.8053	4.5455	700	1.2107	0.4059	1.2107	1.1003
0.8053	4.5584	702	1.2113	0.4059	1.2113	1.1006
0.8053	4.5714	704	1.2199	0.4059	1.2199	1.1045
0.8053	4.5844	706	1.2311	0.4059	1.2311	1.1096
0.8053	4.5974	708	1.2359	0.4059	1.2359	1.1117
0.8053	4.6104	710	1.2290	0.4059	1.2290	1.1086
0.8053	4.6234	712	1.2317	0.4059	1.2317	1.1098
0.8053	4.6364	714	1.2413	0.4059	1.2413	1.1141
0.8053	4.6494	716	1.2483	0.4059	1.2483	1.1173
0.8053	4.6623	718	1.2371	0.4059	1.2371	1.1122
0.8053	4.6753	720	1.2058	0.4059	1.2058	1.0981
0.8053	4.6883	722	1.1737	0.4059	1.1737	1.0834
0.8053	4.7013	724	1.1537	0.4074	1.1537	1.0741
0.8053	4.7143	726	1.1408	0.3309	1.1408	1.0681
0.8053	4.7273	728	1.1168	0.3808	1.1168	1.0568
0.8053	4.7403	730	1.0932	0.3808	1.0932	1.0455
0.8053	4.7532	732	1.0762	0.4059	1.0762	1.0374
0.8053	4.7662	734	1.0794	0.4059	1.0794	1.0390
0.8053	4.7792	736	1.1068	0.4059	1.1068	1.0521
0.8053	4.7922	738	1.1177	0.4044	1.1177	1.0572
0.8053	4.8052	740	1.0945	0.4059	1.0945	1.0462
0.8053	4.8182	742	1.0670	0.4112	1.0670	1.0330
0.8053	4.8312	744	1.0648	0.3933	1.0648	1.0319
0.8053	4.8442	746	1.0821	0.3481	1.0821	1.0402
0.8053	4.8571	748	1.0968	0.4	1.0968	1.0473
0.8053	4.8701	750	1.1131	0.4	1.1131	1.0550
0.8053	4.8831	752	1.1168	0.4	1.1168	1.0568
0.8053	4.8961	754	1.1056	0.3481	1.1056	1.0515
0.8053	4.9091	756	1.1032	0.3481	1.1032	1.0503
0.8053	4.9221	758	1.0984	0.3043	1.0984	1.0480
0.8053	4.9351	760	1.1136	0.4059	1.1136	1.0553
0.8053	4.9481	762	1.1473	0.4059	1.1473	1.0711
0.8053	4.9610	764	1.1671	0.4044	1.1671	1.0803
0.8053	4.9740	766	1.1631	0.4044	1.1631	1.0785
0.8053	4.9870	768	1.1599	0.4044	1.1599	1.0770
0.8053	5.0	770	1.1858	0.4044	1.1858	1.0889
0.8053	5.0130	772	1.1708	0.4044	1.1708	1.0820
0.8053	5.0260	774	1.1380	0.4044	1.1380	1.0668
0.8053	5.0390	776	1.1285	0.4044	1.1285	1.0623
0.8053	5.0519	778	1.0918	0.4044	1.0918	1.0449
0.8053	5.0649	780	1.0754	0.4044	1.0754	1.0370
0.8053	5.0779	782	1.0811	0.4044	1.0811	1.0398
0.8053	5.0909	784	1.0847	0.4044	1.0847	1.0415
0.8053	5.1039	786	1.0982	0.4044	1.0982	1.0479
0.8053	5.1169	788	1.1073	0.4044	1.1073	1.0523
0.8053	5.1299	790	1.1440	0.4044	1.1440	1.0696
0.8053	5.1429	792	1.2125	0.3259	1.2125	1.1011
0.8053	5.1558	794	1.2685	0.2723	1.2685	1.1263
0.8053	5.1688	796	1.2760	0.2472	1.2760	1.1296
0.8053	5.1818	798	1.2780	0.3259	1.2780	1.1305
0.8053	5.1948	800	1.2695	0.3259	1.2695	1.1267
0.8053	5.2078	802	1.2594	0.3259	1.2594	1.1222
0.8053	5.2208	804	1.2268	0.3259	1.2268	1.1076
0.8053	5.2338	806	1.1801	0.4059	1.1801	1.0863
0.8053	5.2468	808	1.1588	0.4059	1.1588	1.0765
0.8053	5.2597	810	1.1581	0.3808	1.1581	1.0762
0.8053	5.2727	812	1.1622	0.4059	1.1622	1.0780
0.8053	5.2857	814	1.1510	0.3808	1.1510	1.0729
0.8053	5.2987	816	1.1454	0.4059	1.1454	1.0702
0.8053	5.3117	818	1.1560	0.4059	1.1560	1.0752
0.8053	5.3247	820	1.1432	0.4059	1.1432	1.0692
0.8053	5.3377	822	1.1056	0.4059	1.1056	1.0515
0.8053	5.3506	824	1.0718	0.3808	1.0718	1.0353
0.8053	5.3636	826	1.0417	0.3808	1.0417	1.0206
0.8053	5.3766	828	1.0226	0.3808	1.0226	1.0113
0.8053	5.3896	830	1.0011	0.3808	1.0011	1.0006
0.8053	5.4026	832	0.9688	0.3808	0.9688	0.9843
0.8053	5.4156	834	0.9494	0.3241	0.9494	0.9744
0.8053	5.4286	836	0.9414	0.3874	0.9414	0.9703
0.8053	5.4416	838	0.9685	0.4590	0.9685	0.9841
0.8053	5.4545	840	1.0425	0.4590	1.0425	1.0210
0.8053	5.4675	842	1.0875	0.5762	1.0875	1.0429
0.8053	5.4805	844	1.0973	0.4818	1.0973	1.0475
0.8053	5.4935	846	1.0997	0.4577	1.0997	1.0487
0.8053	5.5065	848	1.0850	0.4310	1.0850	1.0416
0.8053	5.5195	850	1.0515	0.4059	1.0515	1.0254
0.8053	5.5325	852	1.0247	0.4059	1.0247	1.0123
0.8053	5.5455	854	1.0137	0.3808	1.0137	1.0069
0.8053	5.5584	856	1.0234	0.3808	1.0234	1.0116
0.8053	5.5714	858	1.0506	0.4059	1.0506	1.0250
0.8053	5.5844	860	1.0623	0.4059	1.0623	1.0307
0.8053	5.5974	862	1.0686	0.4059	1.0686	1.0337
0.8053	5.6104	864	1.0802	0.4059	1.0802	1.0393
0.8053	5.6234	866	1.0926	0.4059	1.0926	1.0453
0.8053	5.6364	868	1.1101	0.4059	1.1101	1.0536
0.8053	5.6494	870	1.0987	0.4059	1.0987	1.0482
0.8053	5.6623	872	1.0781	0.3808	1.0781	1.0383
0.8053	5.6753	874	1.0712	0.3808	1.0712	1.0350
0.8053	5.6883	876	1.0761	0.3808	1.0761	1.0373
0.8053	5.7013	878	1.0970	0.4059	1.0970	1.0474
0.8053	5.7143	880	1.1101	0.4059	1.1101	1.0536
0.8053	5.7273	882	1.1073	0.4059	1.1073	1.0523
0.8053	5.7403	884	1.0906	0.4059	1.0906	1.0443
0.8053	5.7532	886	1.0731	0.4059	1.0731	1.0359
0.8053	5.7662	888	1.0580	0.4059	1.0580	1.0286
0.8053	5.7792	890	1.0619	0.4059	1.0619	1.0305
0.8053	5.7922	892	1.0800	0.4059	1.0800	1.0392
0.8053	5.8052	894	1.0778	0.4059	1.0778	1.0382
0.8053	5.8182	896	1.0679	0.4059	1.0679	1.0334
0.8053	5.8312	898	1.0636	0.3808	1.0636	1.0313
0.8053	5.8442	900	1.0556	0.3808	1.0556	1.0274
0.8053	5.8571	902	1.0620	0.3808	1.0620	1.0305
0.8053	5.8701	904	1.0607	0.4059	1.0607	1.0299
0.8053	5.8831	906	1.0525	0.4059	1.0525	1.0259
0.8053	5.8961	908	1.0565	0.4059	1.0565	1.0279
0.8053	5.9091	910	1.0638	0.4059	1.0638	1.0314
0.8053	5.9221	912	1.0710	0.4059	1.0710	1.0349
0.8053	5.9351	914	1.0752	0.3808	1.0752	1.0369
0.8053	5.9481	916	1.0695	0.3808	1.0695	1.0342
0.8053	5.9610	918	1.0559	0.3808	1.0559	1.0276
0.8053	5.9740	920	1.0419	0.3808	1.0419	1.0207
0.8053	5.9870	922	1.0356	0.3043	1.0356	1.0177
0.8053	6.0	924	1.0263	0.3399	1.0263	1.0131
0.8053	6.0130	926	1.0224	0.3947	1.0224	1.0111
0.8053	6.0260	928	1.0132	0.3947	1.0132	1.0066
0.8053	6.0390	930	1.0036	0.3707	1.0036	1.0018
0.8053	6.0519	932	1.0108	0.3874	1.0108	1.0054
0.8053	6.0649	934	1.0310	0.4112	1.0310	1.0154
0.8053	6.0779	936	1.0403	0.4112	1.0403	1.0200
0.8053	6.0909	938	1.0442	0.4112	1.0442	1.0219
0.8053	6.1039	940	1.0451	0.4112	1.0451	1.0223
0.8053	6.1169	942	1.0334	0.4112	1.0334	1.0166
0.8053	6.1299	944	1.0267	0.4400	1.0267	1.0133
0.8053	6.1429	946	1.0264	0.4627	1.0264	1.0131
0.8053	6.1558	948	1.0266	0.4627	1.0266	1.0132
0.8053	6.1688	950	1.0317	0.4627	1.0317	1.0157
0.8053	6.1818	952	1.0448	0.3115	1.0448	1.0222
0.8053	6.1948	954	1.0717	0.3115	1.0717	1.0352
0.8053	6.2078	956	1.0841	0.3115	1.0841	1.0412
0.8053	6.2208	958	1.0982	0.3115	1.0982	1.0480
0.8053	6.2338	960	1.1112	0.3009	1.1112	1.0541
0.8053	6.2468	962	1.1193	0.3009	1.1193	1.0580
0.8053	6.2597	964	1.1085	0.3793	1.1085	1.0529
0.8053	6.2727	966	1.1070	0.4059	1.1070	1.0521
0.8053	6.2857	968	1.1124	0.4059	1.1124	1.0547
0.8053	6.2987	970	1.1195	0.4059	1.1195	1.0581
0.8053	6.3117	972	1.1157	0.4059	1.1157	1.0563
0.8053	6.3247	974	1.1141	0.4059	1.1141	1.0555
0.8053	6.3377	976	1.1009	0.4112	1.1009	1.0492
0.8053	6.3506	978	1.0920	0.4112	1.0920	1.0450
0.8053	6.3636	980	1.0884	0.4112	1.0884	1.0433
0.8053	6.3766	982	1.1049	0.4112	1.1049	1.0511
0.8053	6.3896	984	1.1307	0.3115	1.1307	1.0634
0.8053	6.4026	986	1.1527	0.2222	1.1527	1.0737
0.8053	6.4156	988	1.1677	0.2472	1.1677	1.0806
0.8053	6.4286	990	1.1694	0.2472	1.1694	1.0814
0.8053	6.4416	992	1.1555	0.2222	1.1555	1.0750
0.8053	6.4545	994	1.1389	0.2222	1.1389	1.0672
0.8053	6.4675	996	1.1167	0.3009	1.1167	1.0567
0.8053	6.4805	998	1.1048	0.3276	1.1048	1.0511
0.4835	6.4935	1000	1.1024	0.3276	1.1024	1.0500
0.4835	6.5065	1002	1.0952	0.3276	1.0952	1.0465
0.4835	6.5195	1004	1.0941	0.3276	1.0941	1.0460
0.4835	6.5325	1006	1.0970	0.3276	1.0970	1.0474
0.4835	6.5455	1008	1.1027	0.3276	1.1027	1.0501
0.4835	6.5584	1010	1.1201	0.2472	1.1201	1.0583
0.4835	6.5714	1012	1.1078	0.2472	1.1078	1.0525
0.4835	6.5844	1014	1.0898	0.2472	1.0898	1.0440
0.4835	6.5974	1016	1.0540	0.4112	1.0540	1.0266
0.4835	6.6104	1018	1.0255	0.4112	1.0255	1.0127
0.4835	6.6234	1020	1.0098	0.4112	1.0098	1.0049
0.4835	6.6364	1022	0.9971	0.4112	0.9971	0.9985
0.4835	6.6494	1024	0.9937	0.4160	0.9937	0.9968
0.4835	6.6623	1026	0.9950	0.3933	0.9950	0.9975
0.4835	6.6753	1028	1.0020	0.4160	1.0020	1.0010
0.4835	6.6883	1030	1.0198	0.4160	1.0198	1.0099
0.4835	6.7013	1032	1.0373	0.4112	1.0373	1.0185
0.4835	6.7143	1034	1.0713	0.3009	1.0713	1.0351
0.4835	6.7273	1036	1.1021	0.3009	1.1021	1.0498
0.4835	6.7403	1038	1.1345	0.2472	1.1345	1.0651
0.4835	6.7532	1040	1.1572	0.2472	1.1572	1.0757
0.4835	6.7662	1042	1.1767	0.2472	1.1767	1.0848
0.4835	6.7792	1044	1.1786	0.2472	1.1786	1.0856
0.4835	6.7922	1046	1.1748	0.2472	1.1748	1.0839
0.4835	6.8052	1048	1.1793	0.2472	1.1793	1.0860
0.4835	6.8182	1050	1.2046	0.2472	1.2046	1.0976
0.4835	6.8312	1052	1.2075	0.2472	1.2075	1.0989
0.4835	6.8442	1054	1.1844	0.2472	1.1844	1.0883
0.4835	6.8571	1056	1.1721	0.3259	1.1721	1.0826
0.4835	6.8701	1058	1.1735	0.3259	1.1735	1.0833
0.4835	6.8831	1060	1.1689	0.4044	1.1689	1.0811
0.4835	6.8961	1062	1.1584	0.4059	1.1584	1.0763
0.4835	6.9091	1064	1.1475	0.4059	1.1475	1.0712
0.4835	6.9221	1066	1.1391	0.4059	1.1391	1.0673
0.4835	6.9351	1068	1.1487	0.4059	1.1487	1.0718
0.4835	6.9481	1070	1.1651	0.4059	1.1651	1.0794
0.4835	6.9610	1072	1.1858	0.3527	1.1858	1.0889
0.4835	6.9740	1074	1.2059	0.3259	1.2059	1.0981
0.4835	6.9870	1076	1.2287	0.2472	1.2287	1.1085
0.4835	7.0	1078	1.2374	0.2472	1.2374	1.1124
0.4835	7.0130	1080	1.2327	0.2472	1.2327	1.1103
0.4835	7.0260	1082	1.2348	0.2472	1.2348	1.1112
0.4835	7.0390	1084	1.2235	0.2472	1.2235	1.1061
0.4835	7.0519	1086	1.2222	0.2472	1.2222	1.1055
0.4835	7.0649	1088	1.2152	0.2222	1.2152	1.1024
0.4835	7.0779	1090	1.2155	0.2222	1.2155	1.1025
0.4835	7.0909	1092	1.2232	0.2222	1.2232	1.1060
0.4835	7.1039	1094	1.2307	0.2472	1.2307	1.1094
0.4835	7.1169	1096	1.2288	0.2472	1.2288	1.1085
0.4835	7.1299	1098	1.2068	0.2472	1.2068	1.0986
0.4835	7.1429	1100	1.1755	0.2491	1.1755	1.0842
0.4835	7.1558	1102	1.1550	0.3276	1.1550	1.0747
0.4835	7.1688	1104	1.1286	0.4059	1.1286	1.0624
0.4835	7.1818	1106	1.1027	0.4059	1.1027	1.0501
0.4835	7.1948	1108	1.0921	0.4059	1.0921	1.0450
0.4835	7.2078	1110	1.0941	0.4059	1.0941	1.0460
0.4835	7.2208	1112	1.1127	0.4059	1.1127	1.0548
0.4835	7.2338	1114	1.1430	0.3276	1.1430	1.0691
0.4835	7.2468	1116	1.1675	0.3527	1.1675	1.0805
0.4835	7.2597	1118	1.1836	0.3527	1.1836	1.0879
0.4835	7.2727	1120	1.2024	0.3259	1.2024	1.0965
0.4835	7.2857	1122	1.2131	0.2991	1.2131	1.1014
0.4835	7.2987	1124	1.2167	0.2991	1.2167	1.1030
0.4835	7.3117	1126	1.1952	0.3259	1.1952	1.0932
0.4835	7.3247	1128	1.1810	0.3527	1.1810	1.0868
0.4835	7.3377	1130	1.1739	0.3527	1.1739	1.0835
0.4835	7.3506	1132	1.1659	0.3527	1.1659	1.0798
0.4835	7.3636	1134	1.1686	0.3527	1.1686	1.0810
0.4835	7.3766	1136	1.1806	0.3527	1.1806	1.0865
0.4835	7.3896	1138	1.1821	0.3527	1.1821	1.0872
0.4835	7.4026	1140	1.1781	0.3527	1.1781	1.0854
0.4835	7.4156	1142	1.1864	0.3527	1.1864	1.0892
0.4835	7.4286	1144	1.1936	0.3527	1.1936	1.0925
0.4835	7.4416	1146	1.1944	0.2741	1.1944	1.0929
0.4835	7.4545	1148	1.1866	0.3276	1.1866	1.0893
0.4835	7.4675	1150	1.1737	0.3276	1.1737	1.0834
0.4835	7.4805	1152	1.1694	0.3276	1.1694	1.0814
0.4835	7.4935	1154	1.1772	0.3527	1.1772	1.0850
0.4835	7.5065	1156	1.1852	0.2741	1.1852	1.0887
0.4835	7.5195	1158	1.1848	0.2741	1.1848	1.0885
0.4835	7.5325	1160	1.1764	0.3527	1.1764	1.0846
0.4835	7.5455	1162	1.1720	0.3527	1.1720	1.0826
0.4835	7.5584	1164	1.1685	0.3527	1.1685	1.0810
0.4835	7.5714	1166	1.1529	0.3527	1.1529	1.0737
0.4835	7.5844	1168	1.1280	0.3527	1.1280	1.0621
0.4835	7.5974	1170	1.1114	0.4310	1.1114	1.0542
0.4835	7.6104	1172	1.0883	0.4059	1.0883	1.0432
0.4835	7.6234	1174	1.0648	0.4059	1.0648	1.0319
0.4835	7.6364	1176	1.0414	0.4059	1.0414	1.0205
0.4835	7.6494	1178	1.0250	0.4059	1.0250	1.0124
0.4835	7.6623	1180	1.0218	0.4059	1.0218	1.0108
0.4835	7.6753	1182	1.0298	0.4059	1.0298	1.0148
0.4835	7.6883	1184	1.0447	0.4059	1.0447	1.0221
0.4835	7.7013	1186	1.0656	0.4310	1.0656	1.0323
0.4835	7.7143	1188	1.0807	0.3527	1.0807	1.0396
0.4835	7.7273	1190	1.1013	0.3527	1.1013	1.0494
0.4835	7.7403	1192	1.1137	0.3527	1.1137	1.0553
0.4835	7.7532	1194	1.1239	0.3527	1.1239	1.0601
0.4835	7.7662	1196	1.1167	0.3527	1.1167	1.0567
0.4835	7.7792	1198	1.0990	0.3527	1.0990	1.0483
0.4835	7.7922	1200	1.0875	0.4310	1.0875	1.0428
0.4835	7.8052	1202	1.0685	0.4059	1.0685	1.0337
0.4835	7.8182	1204	1.0503	0.4059	1.0503	1.0248
0.4835	7.8312	1206	1.0456	0.4059	1.0456	1.0225
0.4835	7.8442	1208	1.0437	0.4059	1.0437	1.0216
0.4835	7.8571	1210	1.0546	0.4059	1.0546	1.0269
0.4835	7.8701	1212	1.0642	0.4059	1.0642	1.0316
0.4835	7.8831	1214	1.0666	0.4059	1.0666	1.0328
0.4835	7.8961	1216	1.0675	0.4059	1.0675	1.0332
0.4835	7.9091	1218	1.0627	0.4059	1.0627	1.0309
0.4835	7.9221	1220	1.0634	0.4059	1.0634	1.0312
0.4835	7.9351	1222	1.0592	0.4059	1.0592	1.0292
0.4835	7.9481	1224	1.0673	0.4059	1.0673	1.0331
0.4835	7.9610	1226	1.0749	0.4310	1.0749	1.0368
0.4835	7.9740	1228	1.0890	0.4310	1.0890	1.0436
0.4835	7.9870	1230	1.0974	0.3527	1.0974	1.0475
0.4835	8.0	1232	1.0978	0.3527	1.0978	1.0478
0.4835	8.0130	1234	1.0911	0.3527	1.0911	1.0445
0.4835	8.0260	1236	1.0879	0.4310	1.0879	1.0430
0.4835	8.0390	1238	1.0922	0.4310	1.0922	1.0451
0.4835	8.0519	1240	1.1056	0.3527	1.1056	1.0515
0.4835	8.0649	1242	1.1085	0.3527	1.1085	1.0529
0.4835	8.0779	1244	1.1007	0.3527	1.1007	1.0492
0.4835	8.0909	1246	1.0888	0.4059	1.0888	1.0434
0.4835	8.1039	1248	1.0867	0.4059	1.0867	1.0425
0.4835	8.1169	1250	1.0955	0.4059	1.0955	1.0467
0.4835	8.1299	1252	1.1013	0.4059	1.1013	1.0494
0.4835	8.1429	1254	1.1112	0.4059	1.1112	1.0541
0.4835	8.1558	1256	1.1189	0.4059	1.1189	1.0578
0.4835	8.1688	1258	1.1258	0.4059	1.1258	1.0610
0.4835	8.1818	1260	1.1248	0.4310	1.1248	1.0606
0.4835	8.1948	1262	1.1148	0.4059	1.1148	1.0559
0.4835	8.2078	1264	1.1080	0.4059	1.1080	1.0526
0.4835	8.2208	1266	1.0988	0.4059	1.0988	1.0482
0.4835	8.2338	1268	1.0863	0.4059	1.0863	1.0423
0.4835	8.2468	1270	1.0774	0.4059	1.0774	1.0380
0.4835	8.2597	1272	1.0695	0.4059	1.0695	1.0342
0.4835	8.2727	1274	1.0661	0.4059	1.0661	1.0325
0.4835	8.2857	1276	1.0680	0.4059	1.0680	1.0335
0.4835	8.2987	1278	1.0750	0.3276	1.0750	1.0368
0.4835	8.3117	1280	1.0795	0.3527	1.0795	1.0390
0.4835	8.3247	1282	1.0894	0.3259	1.0894	1.0437
0.4835	8.3377	1284	1.0968	0.3259	1.0968	1.0473
0.4835	8.3506	1286	1.1074	0.3259	1.1074	1.0523
0.4835	8.3636	1288	1.1110	0.3259	1.1110	1.0540
0.4835	8.3766	1290	1.1213	0.3259	1.1213	1.0589
0.4835	8.3896	1292	1.1380	0.2472	1.1380	1.0668
0.4835	8.4026	1294	1.1456	0.2472	1.1456	1.0703
0.4835	8.4156	1296	1.1602	0.2472	1.1602	1.0771
0.4835	8.4286	1298	1.1621	0.2472	1.1621	1.0780
0.4835	8.4416	1300	1.1656	0.2472	1.1656	1.0796
0.4835	8.4545	1302	1.1634	0.2472	1.1634	1.0786
0.4835	8.4675	1304	1.1608	0.2472	1.1608	1.0774
0.4835	8.4805	1306	1.1556	0.2472	1.1556	1.0750
0.4835	8.4935	1308	1.1542	0.2472	1.1542	1.0744
0.4835	8.5065	1310	1.1531	0.2472	1.1531	1.0738
0.4835	8.5195	1312	1.1460	0.2472	1.1461	1.0705
0.4835	8.5325	1314	1.1372	0.2222	1.1372	1.0664
0.4835	8.5455	1316	1.1374	0.2222	1.1374	1.0665
0.4835	8.5584	1318	1.1338	0.2222	1.1338	1.0648
0.4835	8.5714	1320	1.1368	0.2222	1.1368	1.0662
0.4835	8.5844	1322	1.1436	0.2222	1.1436	1.0694
0.4835	8.5974	1324	1.1465	0.2222	1.1465	1.0707
0.4835	8.6104	1326	1.1396	0.2222	1.1396	1.0675
0.4835	8.6234	1328	1.1319	0.2222	1.1319	1.0639
0.4835	8.6364	1330	1.1209	0.2222	1.1209	1.0587
0.4835	8.6494	1332	1.1187	0.2222	1.1187	1.0577
0.4835	8.6623	1334	1.1273	0.2222	1.1273	1.0618
0.4835	8.6753	1336	1.1384	0.2472	1.1384	1.0669
0.4835	8.6883	1338	1.1571	0.2472	1.1571	1.0757
0.4835	8.7013	1340	1.1837	0.2472	1.1837	1.0880
0.4835	8.7143	1342	1.2164	0.2472	1.2164	1.1029
0.4835	8.7273	1344	1.2323	0.2472	1.2323	1.1101
0.4835	8.7403	1346	1.2355	0.2472	1.2355	1.1115
0.4835	8.7532	1348	1.2378	0.2472	1.2378	1.1126
0.4835	8.7662	1350	1.2345	0.2472	1.2345	1.1111
0.4835	8.7792	1352	1.2249	0.2472	1.2249	1.1067
0.4835	8.7922	1354	1.2137	0.2472	1.2137	1.1017
0.4835	8.8052	1356	1.1948	0.2472	1.1948	1.0931
0.4835	8.8182	1358	1.1797	0.2472	1.1797	1.0862
0.4835	8.8312	1360	1.1648	0.2472	1.1648	1.0792
0.4835	8.8442	1362	1.1596	0.2472	1.1596	1.0769
0.4835	8.8571	1364	1.1595	0.2472	1.1595	1.0768
0.4835	8.8701	1366	1.1616	0.2472	1.1616	1.0778
0.4835	8.8831	1368	1.1678	0.2472	1.1678	1.0806
0.4835	8.8961	1370	1.1773	0.2472	1.1773	1.0850
0.4835	8.9091	1372	1.1799	0.2472	1.1799	1.0862
0.4835	8.9221	1374	1.1758	0.2472	1.1758	1.0843
0.4835	8.9351	1376	1.1700	0.2472	1.1700	1.0817
0.4835	8.9481	1378	1.1668	0.2222	1.1668	1.0802
0.4835	8.9610	1380	1.1670	0.2222	1.1670	1.0803
0.4835	8.9740	1382	1.1736	0.2472	1.1736	1.0833
0.4835	8.9870	1384	1.1738	0.2222	1.1738	1.0834
0.4835	9.0	1386	1.1672	0.2491	1.1672	1.0804
0.4835	9.0130	1388	1.1677	0.2222	1.1677	1.0806
0.4835	9.0260	1390	1.1660	0.2222	1.1660	1.0798
0.4835	9.0390	1392	1.1594	0.2491	1.1594	1.0767
0.4835	9.0519	1394	1.1549	0.2491	1.1549	1.0747
0.4835	9.0649	1396	1.1530	0.2491	1.1530	1.0738
0.4835	9.0779	1398	1.1496	0.2491	1.1496	1.0722
0.4835	9.0909	1400	1.1503	0.2491	1.1503	1.0725
0.4835	9.1039	1402	1.1549	0.2741	1.1549	1.0746
0.4835	9.1169	1404	1.1670	0.2472	1.1670	1.0803
0.4835	9.1299	1406	1.1782	0.2472	1.1782	1.0854
0.4835	9.1429	1408	1.1891	0.2472	1.1891	1.0905
0.4835	9.1558	1410	1.1944	0.2472	1.1944	1.0929
0.4835	9.1688	1412	1.1965	0.2472	1.1965	1.0938
0.4835	9.1818	1414	1.1930	0.2472	1.1930	1.0922
0.4835	9.1948	1416	1.1857	0.2472	1.1857	1.0889
0.4835	9.2078	1418	1.1786	0.2472	1.1786	1.0856
0.4835	9.2208	1420	1.1774	0.2472	1.1774	1.0851
0.4835	9.2338	1422	1.1727	0.2472	1.1727	1.0829
0.4835	9.2468	1424	1.1714	0.2472	1.1714	1.0823
0.4835	9.2597	1426	1.1662	0.2472	1.1662	1.0799
0.4835	9.2727	1428	1.1617	0.2472	1.1617	1.0778
0.4835	9.2857	1430	1.1625	0.2472	1.1625	1.0782
0.4835	9.2987	1432	1.1634	0.2472	1.1634	1.0786
0.4835	9.3117	1434	1.1627	0.2472	1.1627	1.0783
0.4835	9.3247	1436	1.1670	0.2472	1.1670	1.0803
0.4835	9.3377	1438	1.1692	0.2472	1.1692	1.0813
0.4835	9.3506	1440	1.1716	0.2472	1.1716	1.0824
0.4835	9.3636	1442	1.1719	0.2472	1.1719	1.0825
0.4835	9.3766	1444	1.1733	0.2472	1.1733	1.0832
0.4835	9.3896	1446	1.1714	0.2472	1.1714	1.0823
0.4835	9.4026	1448	1.1710	0.2472	1.1710	1.0821
0.4835	9.4156	1450	1.1667	0.2472	1.1667	1.0801
0.4835	9.4286	1452	1.1610	0.2741	1.1610	1.0775
0.4835	9.4416	1454	1.1592	0.2741	1.1592	1.0767
0.4835	9.4545	1456	1.1613	0.2741	1.1613	1.0777
0.4835	9.4675	1458	1.1664	0.2741	1.1664	1.0800
0.4835	9.4805	1460	1.1680	0.2472	1.1680	1.0807
0.4835	9.4935	1462	1.1666	0.2741	1.1666	1.0801
0.4835	9.5065	1464	1.1637	0.2741	1.1637	1.0787
0.4835	9.5195	1466	1.1605	0.2741	1.1605	1.0773
0.4835	9.5325	1468	1.1574	0.2741	1.1574	1.0758
0.4835	9.5455	1470	1.1558	0.2741	1.1558	1.0751
0.4835	9.5584	1472	1.1530	0.2741	1.1530	1.0738
0.4835	9.5714	1474	1.1513	0.2741	1.1513	1.0730
0.4835	9.5844	1476	1.1502	0.2741	1.1502	1.0725
0.4835	9.5974	1478	1.1486	0.2741	1.1486	1.0717
0.4835	9.6104	1480	1.1470	0.2741	1.1470	1.0710
0.4835	9.6234	1482	1.1465	0.2491	1.1465	1.0708
0.4835	9.6364	1484	1.1465	0.2491	1.1465	1.0707
0.4835	9.6494	1486	1.1471	0.2491	1.1471	1.0710
0.4835	9.6623	1488	1.1480	0.2491	1.1480	1.0714
0.4835	9.6753	1490	1.1504	0.2491	1.1504	1.0725
0.4835	9.6883	1492	1.1529	0.2741	1.1529	1.0737
0.4835	9.7013	1494	1.1564	0.2741	1.1564	1.0754
0.4835	9.7143	1496	1.1572	0.2741	1.1572	1.0757
0.4835	9.7273	1498	1.1586	0.2741	1.1586	1.0764
0.3566	9.7403	1500	1.1593	0.2741	1.1593	1.0767
0.3566	9.7532	1502	1.1605	0.2741	1.1605	1.0773
0.3566	9.7662	1504	1.1616	0.2741	1.1616	1.0778
0.3566	9.7792	1506	1.1608	0.2741	1.1608	1.0774
0.3566	9.7922	1508	1.1596	0.2741	1.1596	1.0768
0.3566	9.8052	1510	1.1583	0.2741	1.1583	1.0762
0.3566	9.8182	1512	1.1580	0.2741	1.1580	1.0761
0.3566	9.8312	1514	1.1570	0.2741	1.1570	1.0757
0.3566	9.8442	1516	1.1558	0.2741	1.1558	1.0751
0.3566	9.8571	1518	1.1553	0.2741	1.1553	1.0748
0.3566	9.8701	1520	1.1542	0.2741	1.1542	1.0744
0.3566	9.8831	1522	1.1537	0.2741	1.1537	1.0741
0.3566	9.8961	1524	1.1539	0.2741	1.1539	1.0742
0.3566	9.9091	1526	1.1539	0.2741	1.1539	1.0742
0.3566	9.9221	1528	1.1541	0.2741	1.1541	1.0743
0.3566	9.9351	1530	1.1546	0.2741	1.1546	1.0745
0.3566	9.9481	1532	1.1550	0.2741	1.1550	1.0747
0.3566	9.9610	1534	1.1550	0.2741	1.1550	1.0747
0.3566	9.9740	1536	1.1550	0.2741	1.1550	1.0747
0.3566	9.9870	1538	1.1550	0.2741	1.1550	1.0747
0.3566	10.0	1540	1.1551	0.2741	1.1551	1.0747

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1