ArabicNewSplits_FineTuningAraBERT_AugV5_k30_task1_organization_fold0

MayBashendy/ArabicNewSplits_FineTuningAraBERT_AugV5_k30_task1_organization_fold0

ArabicNewSplits_FineTuningAraBERT_AugV5_k30_task1_organization_fold0 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

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

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 26, 2024
Updated: Nov 26, 2024
SHA: 9088c7ff

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits_FineTuningAraBERT_AugV5_k30_task1_organization_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: 1.7266
Qwk: 0.3237
Mse: 1.7266
Rmse: 1.3140

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	0.0135	2	5.2335	-0.1107	5.2335	2.2877
No log	0.0270	4	3.1817	-0.0095	3.1817	1.7837
No log	0.0405	6	1.8187	-0.0855	1.8187	1.3486
No log	0.0541	8	1.8235	-0.0964	1.8235	1.3504
No log	0.0676	10	1.5957	-0.0072	1.5957	1.2632
No log	0.0811	12	1.3978	0.0322	1.3978	1.1823
No log	0.0946	14	1.3388	0.0160	1.3388	1.1571
No log	0.1081	16	1.6615	-0.0621	1.6615	1.2890
No log	0.1216	18	2.0941	-0.1053	2.0941	1.4471
No log	0.1351	20	2.0531	-0.0312	2.0531	1.4329
No log	0.1486	22	1.8380	0.0693	1.8380	1.3557
No log	0.1622	24	1.4679	0.0	1.4679	1.2116
No log	0.1757	26	1.2541	0.0	1.2541	1.1199
No log	0.1892	28	1.2979	0.0	1.2979	1.1393
No log	0.2027	30	1.2625	0.0	1.2625	1.1236
No log	0.2162	32	1.3548	0.0	1.3548	1.1640
No log	0.2297	34	1.3892	0.0	1.3892	1.1786
No log	0.2432	36	1.3796	0.0	1.3796	1.1746
No log	0.2568	38	1.4907	0.0337	1.4907	1.2210
No log	0.2703	40	1.4659	0.0969	1.4659	1.2107
No log	0.2838	42	1.3346	0.1335	1.3346	1.1552
No log	0.2973	44	1.2884	0.1673	1.2884	1.1351
No log	0.3108	46	1.1205	0.2274	1.1205	1.0585
No log	0.3243	48	1.0070	0.2174	1.0070	1.0035
No log	0.3378	50	1.0672	0.1800	1.0672	1.0330
No log	0.3514	52	1.1199	0.0727	1.1199	1.0583
No log	0.3649	54	0.9483	0.3864	0.9483	0.9738
No log	0.3784	56	0.9642	0.3732	0.9642	0.9820
No log	0.3919	58	1.2160	0.1665	1.2160	1.1027
No log	0.4054	60	1.4818	0.1590	1.4818	1.2173
No log	0.4189	62	1.7349	0.2441	1.7349	1.3172
No log	0.4324	64	1.6944	0.1590	1.6944	1.3017
No log	0.4459	66	1.5373	0.1335	1.5373	1.2399
No log	0.4595	68	1.3582	0.0337	1.3582	1.1654
No log	0.4730	70	1.2759	0.0337	1.2759	1.1296
No log	0.4865	72	1.2605	0.0	1.2605	1.1227
No log	0.5	74	1.2404	0.0	1.2404	1.1137
No log	0.5135	76	1.2588	0.0337	1.2588	1.1220
No log	0.5270	78	1.3918	0.0337	1.3918	1.1798
No log	0.5405	80	1.3834	0.0337	1.3834	1.1762
No log	0.5541	82	1.3473	0.0	1.3473	1.1607
No log	0.5676	84	1.3207	0.0	1.3207	1.1492
No log	0.5811	86	1.2702	0.0	1.2702	1.1270
No log	0.5946	88	1.2076	0.0	1.2076	1.0989
No log	0.6081	90	1.1803	0.0	1.1803	1.0864
No log	0.6216	92	1.2039	0.0	1.2039	1.0972
No log	0.6351	94	1.2052	0.0	1.2052	1.0978
No log	0.6486	96	1.2167	0.0	1.2167	1.1030
No log	0.6622	98	1.2227	0.0	1.2227	1.1057
No log	0.6757	100	1.1598	0.0607	1.1598	1.0769
No log	0.6892	102	1.0995	0.1579	1.0995	1.0486
No log	0.7027	104	1.0991	0.0997	1.0991	1.0484
No log	0.7162	106	1.1314	0.1491	1.1314	1.0637
No log	0.7297	108	1.1349	0.1491	1.1349	1.0653
No log	0.7432	110	1.1629	0.1234	1.1629	1.0784
No log	0.7568	112	1.1748	0.0975	1.1748	1.0839
No log	0.7703	114	1.1791	0.0698	1.1791	1.0859
No log	0.7838	116	1.2089	0.0337	1.2089	1.0995
No log	0.7973	118	1.2155	0.0698	1.2155	1.1025
No log	0.8108	120	1.2039	0.0698	1.2039	1.0972
No log	0.8243	122	1.1563	0.1290	1.1563	1.0753
No log	0.8378	124	1.1182	0.1290	1.1182	1.0574
No log	0.8514	126	1.1210	0.1477	1.1210	1.0588
No log	0.8649	128	1.1904	0.1247	1.1904	1.0910
No log	0.8784	130	1.1137	0.2347	1.1137	1.0553
No log	0.8919	132	1.0093	0.2138	1.0093	1.0046
No log	0.9054	134	1.0364	0.2435	1.0364	1.0180
No log	0.9189	136	1.0716	0.1727	1.0716	1.0352
No log	0.9324	138	1.0136	0.2329	1.0136	1.0068
No log	0.9459	140	0.9620	0.2977	0.9620	0.9808
No log	0.9595	142	0.9558	0.3251	0.9558	0.9777
No log	0.9730	144	0.9550	0.3401	0.9550	0.9773
No log	0.9865	146	0.9420	0.3686	0.9420	0.9706
No log	1.0	148	0.9246	0.3701	0.9246	0.9616
No log	1.0135	150	0.9180	0.3266	0.9180	0.9581
No log	1.0270	152	0.9575	0.2593	0.9575	0.9785
No log	1.0405	154	1.0584	0.2174	1.0584	1.0288
No log	1.0541	156	1.0668	0.2174	1.0668	1.0328
No log	1.0676	158	1.0137	0.2297	1.0137	1.0068
No log	1.0811	160	0.9387	0.2506	0.9387	0.9689
No log	1.0946	162	0.8953	0.3671	0.8953	0.9462
No log	1.1081	164	0.9150	0.2730	0.9150	0.9565
No log	1.1216	166	0.9510	0.3003	0.9510	0.9752
No log	1.1351	168	1.0276	0.2626	1.0276	1.0137
No log	1.1486	170	1.1106	0.2525	1.1106	1.0538
No log	1.1622	172	1.1181	0.2626	1.1181	1.0574
No log	1.1757	174	1.1307	0.2508	1.1307	1.0633
No log	1.1892	176	1.2078	0.2103	1.2078	1.0990
No log	1.2027	178	1.1869	0.1618	1.1869	1.0894
No log	1.2162	180	1.1069	0.2204	1.1069	1.0521
No log	1.2297	182	1.0181	0.2508	1.0181	1.0090
No log	1.2432	184	0.9642	0.2711	0.9642	0.9819
No log	1.2568	186	0.9634	0.2711	0.9634	0.9815
No log	1.2703	188	1.0079	0.2609	1.0079	1.0039
No log	1.2838	190	1.0805	0.1785	1.0805	1.0395
No log	1.2973	192	1.1166	0.2525	1.1166	1.0567
No log	1.3108	194	1.1364	0.1926	1.1364	1.0660
No log	1.3243	196	1.1078	0.2406	1.1078	1.0525
No log	1.3378	198	1.0697	0.2508	1.0697	1.0342
No log	1.3514	200	1.0552	0.2609	1.0552	1.0272
No log	1.3649	202	1.0371	0.2339	1.0371	1.0184
No log	1.3784	204	1.0627	0.1983	1.0627	1.0309
No log	1.3919	206	1.0455	0.1609	1.0455	1.0225
No log	1.4054	208	0.9850	0.3432	0.9850	0.9925
No log	1.4189	210	1.0006	0.2651	1.0006	1.0003
No log	1.4324	212	1.0555	0.2756	1.0555	1.0274
No log	1.4459	214	1.1072	0.3301	1.1072	1.0522
No log	1.4595	216	1.1680	0.3846	1.1680	1.0807
No log	1.4730	218	1.2022	0.3411	1.2022	1.0964
No log	1.4865	220	1.1693	0.3582	1.1693	1.0814
No log	1.5	222	1.1166	0.3520	1.1166	1.0567
No log	1.5135	224	1.1150	0.3661	1.1150	1.0560
No log	1.5270	226	1.1458	0.4074	1.1458	1.0704
No log	1.5405	228	1.1801	0.3733	1.1801	1.0863
No log	1.5541	230	1.1513	0.3733	1.1513	1.0730
No log	1.5676	232	1.0663	0.3826	1.0663	1.0326
No log	1.5811	234	1.0451	0.3941	1.0451	1.0223
No log	1.5946	236	1.0538	0.3952	1.0538	1.0266
No log	1.6081	238	1.0993	0.2603	1.0993	1.0485
No log	1.6216	240	1.0582	0.2851	1.0582	1.0287
No log	1.6351	242	1.0215	0.2627	1.0215	1.0107
No log	1.6486	244	0.9285	0.3444	0.9285	0.9636
No log	1.6622	246	0.9246	0.3709	0.9246	0.9616
No log	1.6757	248	0.9692	0.4396	0.9692	0.9845
No log	1.6892	250	1.1109	0.4063	1.1109	1.0540
No log	1.7027	252	1.1804	0.3636	1.1804	1.0864
No log	1.7162	254	1.2655	0.3023	1.2655	1.1249
No log	1.7297	256	1.3397	0.2408	1.3397	1.1575
No log	1.7432	258	1.3037	0.2828	1.3037	1.1418
No log	1.7568	260	1.2407	0.3209	1.2407	1.1139
No log	1.7703	262	1.2004	0.2991	1.2004	1.0956
No log	1.7838	264	1.1482	0.3398	1.1482	1.0715
No log	1.7973	266	1.1552	0.3436	1.1552	1.0748
No log	1.8108	268	1.1547	0.3590	1.1547	1.0746
No log	1.8243	270	1.1758	0.3678	1.1758	1.0844
No log	1.8378	272	1.2349	0.2730	1.2349	1.1113
No log	1.8514	274	1.2174	0.2477	1.2174	1.1033
No log	1.8649	276	1.2113	0.2477	1.2113	1.1006
No log	1.8784	278	1.1779	0.2886	1.1779	1.0853
No log	1.8919	280	1.1816	0.2635	1.1816	1.0870
No log	1.9054	282	1.1797	0.2857	1.1797	1.0861
No log	1.9189	284	1.1432	0.3151	1.1432	1.0692
No log	1.9324	286	1.1140	0.2844	1.1140	1.0555
No log	1.9459	288	1.1242	0.3019	1.1242	1.0603
No log	1.9595	290	1.1055	0.2918	1.1055	1.0514
No log	1.9730	292	1.0680	0.3621	1.0680	1.0334
No log	1.9865	294	1.0166	0.3595	1.0166	1.0083
No log	2.0	296	1.0173	0.3700	1.0173	1.0086
No log	2.0135	298	1.0393	0.3032	1.0393	1.0195
No log	2.0270	300	1.0941	0.3493	1.0941	1.0460
No log	2.0405	302	1.1969	0.3922	1.1969	1.0940
No log	2.0541	304	1.2401	0.3543	1.2401	1.1136
No log	2.0676	306	1.3081	0.3429	1.3081	1.1437
No log	2.0811	308	1.3743	0.3615	1.3743	1.1723
No log	2.0946	310	1.3323	0.2897	1.3323	1.1543
No log	2.1081	312	1.2064	0.3370	1.2064	1.0984
No log	2.1216	314	1.0800	0.3506	1.0800	1.0392
No log	2.1351	316	1.0597	0.3471	1.0597	1.0294
No log	2.1486	318	1.0793	0.3357	1.0793	1.0389
No log	2.1622	320	1.0572	0.3435	1.0572	1.0282
No log	2.1757	322	1.0677	0.3269	1.0677	1.0333
No log	2.1892	324	1.0953	0.2992	1.0953	1.0466
No log	2.2027	326	1.1269	0.3534	1.1269	1.0615
No log	2.2162	328	1.1930	0.3122	1.1930	1.0922
No log	2.2297	330	1.1986	0.2864	1.1986	1.0948
No log	2.2432	332	1.1612	0.3531	1.1612	1.0776
No log	2.2568	334	1.1851	0.3531	1.1851	1.0886
No log	2.2703	336	1.1595	0.3926	1.1595	1.0768
No log	2.2838	338	1.0949	0.4518	1.0949	1.0464
No log	2.2973	340	1.0942	0.4429	1.0942	1.0460
No log	2.3108	342	1.1467	0.3597	1.1467	1.0709
No log	2.3243	344	1.2363	0.3576	1.2363	1.1119
No log	2.3378	346	1.2502	0.3660	1.2502	1.1181
No log	2.3514	348	1.2327	0.3660	1.2327	1.1103
No log	2.3649	350	1.1786	0.3564	1.1786	1.0857
No log	2.3784	352	1.1659	0.3564	1.1659	1.0798
No log	2.3919	354	1.1835	0.3467	1.1835	1.0879
No log	2.4054	356	1.2503	0.3345	1.2503	1.1182
No log	2.4189	358	1.2609	0.3571	1.2609	1.1229
No log	2.4324	360	1.2476	0.3571	1.2476	1.1170
No log	2.4459	362	1.2914	0.3417	1.2914	1.1364
No log	2.4595	364	1.2736	0.3625	1.2736	1.1285
No log	2.4730	366	1.2778	0.3417	1.2778	1.1304
No log	2.4865	368	1.2244	0.3564	1.2244	1.1065
No log	2.5	370	1.1758	0.3432	1.1758	1.0844
No log	2.5135	372	1.2044	0.3479	1.2044	1.0974
No log	2.5270	374	1.2264	0.3417	1.2264	1.1074
No log	2.5405	376	1.3028	0.3607	1.3028	1.1414
No log	2.5541	378	1.4414	0.3697	1.4414	1.2006
No log	2.5676	380	1.5747	0.2861	1.5747	1.2549
No log	2.5811	382	1.6126	0.2963	1.6126	1.2699
No log	2.5946	384	1.5615	0.3111	1.5615	1.2496
No log	2.6081	386	1.4145	0.3479	1.4145	1.1893
No log	2.6216	388	1.3398	0.3789	1.3398	1.1575
No log	2.6351	390	1.3333	0.3873	1.3333	1.1547
No log	2.6486	392	1.4190	0.3953	1.4190	1.1912
No log	2.6622	394	1.4791	0.3593	1.4791	1.2162
No log	2.6757	396	1.4448	0.3833	1.4448	1.2020
No log	2.6892	398	1.3238	0.3826	1.3238	1.1506
No log	2.7027	400	1.2311	0.4139	1.2311	1.1095
No log	2.7162	402	1.1936	0.3951	1.1936	1.0925
No log	2.7297	404	1.1775	0.3951	1.1775	1.0851
No log	2.7432	406	1.2481	0.3625	1.2481	1.1172
No log	2.7568	408	1.3219	0.3514	1.3219	1.1497
No log	2.7703	410	1.3503	0.3556	1.3503	1.1620
No log	2.7838	412	1.3182	0.3429	1.3182	1.1481
No log	2.7973	414	1.2754	0.3334	1.2754	1.1293
No log	2.8108	416	1.2420	0.3334	1.2420	1.1145
No log	2.8243	418	1.1930	0.3322	1.1930	1.0923
No log	2.8378	420	1.2303	0.3322	1.2303	1.1092
No log	2.8514	422	1.3068	0.3625	1.3068	1.1432
No log	2.8649	424	1.3904	0.3556	1.3904	1.1791
No log	2.8784	426	1.4123	0.3584	1.4123	1.1884
No log	2.8919	428	1.3715	0.3713	1.3715	1.1711
No log	2.9054	430	1.3929	0.3482	1.3929	1.1802
No log	2.9189	432	1.4558	0.3213	1.4558	1.2066
No log	2.9324	434	1.4827	0.3420	1.4827	1.2177
No log	2.9459	436	1.4131	0.3358	1.4131	1.1887
No log	2.9595	438	1.2863	0.3941	1.2863	1.1342
No log	2.9730	440	1.1834	0.3800	1.1834	1.0879
No log	2.9865	442	1.2083	0.3998	1.2083	1.0992
No log	3.0	444	1.3295	0.3436	1.3295	1.1530
No log	3.0135	446	1.3818	0.3279	1.3818	1.1755
No log	3.0270	448	1.4036	0.3644	1.4036	1.1847
No log	3.0405	450	1.3613	0.3798	1.3613	1.1667
No log	3.0541	452	1.4063	0.3644	1.4063	1.1859
No log	3.0676	454	1.3811	0.3644	1.3811	1.1752
No log	3.0811	456	1.4217	0.3325	1.4217	1.1924
No log	3.0946	458	1.4501	0.3196	1.4501	1.2042
No log	3.1081	460	1.3980	0.3459	1.3980	1.1824
No log	3.1216	462	1.3266	0.3951	1.3266	1.1518
No log	3.1351	464	1.2896	0.4277	1.2896	1.1356
No log	3.1486	466	1.2852	0.4277	1.2852	1.1337
No log	3.1622	468	1.2574	0.4277	1.2574	1.1214
No log	3.1757	470	1.2341	0.3893	1.2341	1.1109
No log	3.1892	472	1.1627	0.4045	1.1627	1.0783
No log	3.2027	474	1.1079	0.4011	1.1079	1.0526
No log	3.2162	476	1.0799	0.4202	1.0799	1.0392
No log	3.2297	478	1.1416	0.4202	1.1416	1.0685
No log	3.2432	480	1.2296	0.3906	1.2296	1.1089
No log	3.2568	482	1.2582	0.3483	1.2582	1.1217
No log	3.2703	484	1.2838	0.3436	1.2838	1.1331
No log	3.2838	486	1.3429	0.2698	1.3429	1.1588
No log	3.2973	488	1.3702	0.2907	1.3702	1.1705
No log	3.3108	490	1.3093	0.3683	1.3093	1.1442
No log	3.3243	492	1.2328	0.4159	1.2328	1.1103
No log	3.3378	494	1.1756	0.4746	1.1756	1.0843
No log	3.3514	496	1.1548	0.4764	1.1548	1.0746
No log	3.3649	498	1.1868	0.4368	1.1868	1.0894
0.4843	3.3784	500	1.2571	0.4222	1.2571	1.1212
0.4843	3.3919	502	1.3959	0.3566	1.3959	1.1815
0.4843	3.4054	504	1.4994	0.3307	1.4994	1.2245
0.4843	3.4189	506	1.4898	0.3336	1.4898	1.2206
0.4843	3.4324	508	1.3931	0.3164	1.3931	1.1803
0.4843	3.4459	510	1.2753	0.3556	1.2753	1.1293
0.4843	3.4595	512	1.1552	0.3556	1.1552	1.0748
0.4843	3.4730	514	1.0829	0.4479	1.0829	1.0406
0.4843	3.4865	516	1.0837	0.4665	1.0837	1.0410
0.4843	3.5	518	1.1291	0.4397	1.1291	1.0626
0.4843	3.5135	520	1.2411	0.4154	1.2411	1.1140
0.4843	3.5270	522	1.3943	0.3957	1.3943	1.1808
0.4843	3.5405	524	1.4900	0.3863	1.4900	1.2206
0.4843	3.5541	526	1.5130	0.3708	1.5130	1.2300
0.4843	3.5676	528	1.5632	0.3279	1.5632	1.2503
0.4843	3.5811	530	1.5396	0.3237	1.5396	1.2408
0.4843	3.5946	532	1.4458	0.3715	1.4458	1.2024
0.4843	3.6081	534	1.2895	0.3526	1.2895	1.1356
0.4843	3.6216	536	1.2228	0.3746	1.2228	1.1058
0.4843	3.6351	538	1.2497	0.3851	1.2497	1.1179
0.4843	3.6486	540	1.3156	0.3870	1.3156	1.1470
0.4843	3.6622	542	1.4205	0.3892	1.4205	1.1919
0.4843	3.6757	544	1.5389	0.3656	1.5389	1.2405
0.4843	3.6892	546	1.5597	0.3744	1.5597	1.2489
0.4843	3.7027	548	1.5219	0.3722	1.5219	1.2337
0.4843	3.7162	550	1.4584	0.3785	1.4584	1.2076
0.4843	3.7297	552	1.3586	0.3629	1.3586	1.1656
0.4843	3.7432	554	1.2286	0.4052	1.2286	1.1084
0.4843	3.7568	556	1.1552	0.4240	1.1552	1.0748
0.4843	3.7703	558	1.1425	0.4240	1.1425	1.0689
0.4843	3.7838	560	1.2391	0.3650	1.2391	1.1131
0.4843	3.7973	562	1.3828	0.3681	1.3828	1.1759
0.4843	3.8108	564	1.4735	0.3515	1.4735	1.2139
0.4843	3.8243	566	1.5935	0.3565	1.5935	1.2623
0.4843	3.8378	568	1.5478	0.3517	1.5478	1.2441
0.4843	3.8514	570	1.5515	0.3715	1.5515	1.2456
0.4843	3.8649	572	1.6183	0.3212	1.6183	1.2721
0.4843	3.8784	574	1.6706	0.2997	1.6706	1.2925
0.4843	3.8919	576	1.6204	0.3337	1.6204	1.2729
0.4843	3.9054	578	1.5601	0.3420	1.5601	1.2490
0.4843	3.9189	580	1.5052	0.3599	1.5052	1.2269
0.4843	3.9324	582	1.5167	0.3883	1.5167	1.2315
0.4843	3.9459	584	1.5539	0.3485	1.5539	1.2465
0.4843	3.9595	586	1.6238	0.3231	1.6238	1.2743
0.4843	3.9730	588	1.6686	0.2997	1.6686	1.2917
0.4843	3.9865	590	1.6629	0.2829	1.6629	1.2895
0.4843	4.0	592	1.6054	0.3411	1.6054	1.2671
0.4843	4.0135	594	1.5376	0.3485	1.5376	1.2400
0.4843	4.0270	596	1.4966	0.3459	1.4966	1.2234
0.4843	4.0405	598	1.5522	0.3485	1.5522	1.2459
0.4843	4.0541	600	1.7138	0.3320	1.7138	1.3091
0.4843	4.0676	602	1.8086	0.2420	1.8086	1.3449
0.4843	4.0811	604	1.7744	0.2194	1.7744	1.3321
0.4843	4.0946	606	1.6856	0.2940	1.6856	1.2983
0.4843	4.1081	608	1.5960	0.2795	1.5960	1.2633
0.4843	4.1216	610	1.4769	0.3037	1.4769	1.2153
0.4843	4.1351	612	1.4541	0.3213	1.4541	1.2058
0.4843	4.1486	614	1.5378	0.2961	1.5378	1.2401
0.4843	4.1622	616	1.6682	0.3027	1.6682	1.2916
0.4843	4.1757	618	1.7467	0.3027	1.7467	1.3216
0.4843	4.1892	620	1.7797	0.3027	1.7797	1.3340
0.4843	4.2027	622	1.7893	0.2772	1.7893	1.3377
0.4843	4.2162	624	1.8578	0.2871	1.8578	1.3630
0.4843	4.2297	626	1.9391	0.2651	1.9391	1.3925
0.4843	4.2432	628	1.9471	0.2437	1.9471	1.3954
0.4843	4.2568	630	1.7806	0.3131	1.7806	1.3344
0.4843	4.2703	632	1.5815	0.3411	1.5815	1.2576
0.4843	4.2838	634	1.5468	0.3411	1.5468	1.2437
0.4843	4.2973	636	1.5500	0.3272	1.5500	1.2450
0.4843	4.3108	638	1.5949	0.3164	1.5949	1.2629
0.4843	4.3243	640	1.7027	0.2894	1.7027	1.3049
0.4843	4.3378	642	1.7132	0.2894	1.7132	1.3089
0.4843	4.3514	644	1.6814	0.3131	1.6814	1.2967
0.4843	4.3649	646	1.5899	0.3131	1.5899	1.2609
0.4843	4.3784	648	1.5817	0.3131	1.5817	1.2576
0.4843	4.3919	650	1.6293	0.3131	1.6293	1.2765
0.4843	4.4054	652	1.5802	0.3131	1.5802	1.2571
0.4843	4.4189	654	1.5614	0.3319	1.5614	1.2495
0.4843	4.4324	656	1.5583	0.3319	1.5583	1.2483
0.4843	4.4459	658	1.5909	0.3212	1.5909	1.2613
0.4843	4.4595	660	1.5121	0.3164	1.5121	1.2297
0.4843	4.4730	662	1.4226	0.3444	1.4226	1.1927
0.4843	4.4865	664	1.3915	0.3444	1.3915	1.1796
0.4843	4.5	666	1.3667	0.3444	1.3667	1.1691
0.4843	4.5135	668	1.4298	0.3444	1.4298	1.1958
0.4843	4.5270	670	1.5448	0.3328	1.5448	1.2429
0.4843	4.5405	672	1.5714	0.3300	1.5714	1.2535
0.4843	4.5541	674	1.5683	0.3300	1.5683	1.2523
0.4843	4.5676	676	1.5963	0.3300	1.5963	1.2634
0.4843	4.5811	678	1.6798	0.3293	1.6798	1.2961
0.4843	4.5946	680	1.7009	0.2997	1.7009	1.3042
0.4843	4.6081	682	1.6683	0.3365	1.6683	1.2916
0.4843	4.6216	684	1.6730	0.3015	1.6730	1.2934
0.4843	4.6351	686	1.6536	0.3015	1.6536	1.2859
0.4843	4.6486	688	1.6162	0.3015	1.6162	1.2713
0.4843	4.6622	690	1.5439	0.3156	1.5439	1.2425
0.4843	4.6757	692	1.4690	0.3549	1.4690	1.2120
0.4843	4.6892	694	1.4470	0.3468	1.4470	1.2029
0.4843	4.7027	696	1.4947	0.3549	1.4947	1.2226
0.4843	4.7162	698	1.5317	0.3269	1.5317	1.2376
0.4843	4.7297	700	1.5962	0.3299	1.5962	1.2634
0.4843	4.7432	702	1.5883	0.3269	1.5883	1.2603
0.4843	4.7568	704	1.5742	0.3414	1.5742	1.2547
0.4843	4.7703	706	1.5851	0.3239	1.5851	1.2590
0.4843	4.7838	708	1.5319	0.3207	1.5319	1.2377
0.4843	4.7973	710	1.4511	0.3207	1.4511	1.2046
0.4843	4.8108	712	1.3951	0.3141	1.3951	1.1811
0.4843	4.8243	714	1.3101	0.3567	1.3101	1.1446
0.4843	4.8378	716	1.2368	0.3837	1.2368	1.1121
0.4843	4.8514	718	1.2388	0.3837	1.2388	1.1130
0.4843	4.8649	720	1.3204	0.3909	1.3204	1.1491
0.4843	4.8784	722	1.4661	0.3496	1.4661	1.2108
0.4843	4.8919	724	1.6460	0.3005	1.6460	1.2830
0.4843	4.9054	726	1.7340	0.2799	1.7340	1.3168
0.4843	4.9189	728	1.7026	0.2833	1.7026	1.3048
0.4843	4.9324	730	1.7014	0.2973	1.7014	1.3044
0.4843	4.9459	732	1.6884	0.2501	1.6884	1.2994
0.4843	4.9595	734	1.6342	0.2906	1.6342	1.2784
0.4843	4.9730	736	1.5849	0.3156	1.5849	1.2589
0.4843	4.9865	738	1.5473	0.3187	1.5473	1.2439
0.4843	5.0	740	1.4971	0.3411	1.4971	1.2236
0.4843	5.0135	742	1.4199	0.3607	1.4199	1.1916
0.4843	5.0270	744	1.4074	0.3729	1.4074	1.1863
0.4843	5.0405	746	1.4263	0.3632	1.4263	1.1943
0.4843	5.0541	748	1.4690	0.3641	1.4690	1.2120
0.4843	5.0676	750	1.5846	0.3177	1.5846	1.2588
0.4843	5.0811	752	1.6485	0.2940	1.6485	1.2839
0.4843	5.0946	754	1.6776	0.2900	1.6776	1.2952
0.4843	5.1081	756	1.6652	0.2866	1.6652	1.2904
0.4843	5.1216	758	1.5799	0.3146	1.5799	1.2569
0.4843	5.1351	760	1.5256	0.3346	1.5256	1.2351
0.4843	5.1486	762	1.4214	0.3539	1.4214	1.1922
0.4843	5.1622	764	1.3519	0.3655	1.3519	1.1627
0.4843	5.1757	766	1.3078	0.3482	1.3078	1.1436
0.4843	5.1892	768	1.3032	0.3612	1.3032	1.1416
0.4843	5.2027	770	1.3558	0.3285	1.3558	1.1644
0.4843	5.2162	772	1.4487	0.3376	1.4487	1.2036
0.4843	5.2297	774	1.5575	0.3192	1.5575	1.2480
0.4843	5.2432	776	1.6707	0.3037	1.6707	1.2926
0.4843	5.2568	778	1.6930	0.2963	1.6930	1.3011
0.4843	5.2703	780	1.7440	0.2403	1.7440	1.3206
0.4843	5.2838	782	1.7784	0.2403	1.7784	1.3336
0.4843	5.2973	784	1.7785	0.2403	1.7785	1.3336
0.4843	5.3108	786	1.7581	0.2403	1.7581	1.3259
0.4843	5.3243	788	1.7099	0.2963	1.7099	1.3076
0.4843	5.3378	790	1.6715	0.3037	1.6715	1.2929
0.4843	5.3514	792	1.5627	0.3282	1.5627	1.2501
0.4843	5.3649	794	1.4563	0.3356	1.4563	1.2068
0.4843	5.3784	796	1.3872	0.3493	1.3872	1.1778
0.4843	5.3919	798	1.3574	0.3493	1.3574	1.1651
0.4843	5.4054	800	1.3943	0.3772	1.3943	1.1808
0.4843	5.4189	802	1.4231	0.3472	1.4231	1.1929
0.4843	5.4324	804	1.4797	0.3253	1.4797	1.2164
0.4843	5.4459	806	1.5834	0.3282	1.5834	1.2583
0.4843	5.4595	808	1.6717	0.2973	1.6717	1.2929
0.4843	5.4730	810	1.6744	0.3037	1.6744	1.2940
0.4843	5.4865	812	1.6834	0.2973	1.6834	1.2974
0.4843	5.5	814	1.6109	0.2940	1.6109	1.2692
0.4843	5.5135	816	1.5070	0.3187	1.5070	1.2276
0.4843	5.5270	818	1.4584	0.3187	1.4584	1.2076
0.4843	5.5405	820	1.3793	0.3549	1.3793	1.1744
0.4843	5.5541	822	1.3356	0.3620	1.3356	1.1557
0.4843	5.5676	824	1.3189	0.3539	1.3189	1.1484
0.4843	5.5811	826	1.3105	0.3539	1.3105	1.1448
0.4843	5.5946	828	1.3576	0.3715	1.3576	1.1652
0.4843	5.6081	830	1.4240	0.3383	1.4240	1.1933
0.4843	5.6216	832	1.5137	0.3005	1.5137	1.2303
0.4843	5.6351	834	1.5774	0.3005	1.5774	1.2560
0.4843	5.6486	836	1.5546	0.3047	1.5546	1.2468
0.4843	5.6622	838	1.4934	0.3454	1.4934	1.2220
0.4843	5.6757	840	1.4858	0.3289	1.4858	1.2189
0.4843	5.6892	842	1.4804	0.3383	1.4804	1.2167
0.4843	5.7027	844	1.5103	0.3133	1.5103	1.2289
0.4843	5.7162	846	1.5280	0.3133	1.5280	1.2361
0.4843	5.7297	848	1.5636	0.3037	1.5636	1.2504
0.4843	5.7432	850	1.5866	0.2940	1.5866	1.2596
0.4843	5.7568	852	1.5970	0.2940	1.5970	1.2637
0.4843	5.7703	854	1.5841	0.2940	1.5841	1.2586
0.4843	5.7838	856	1.5314	0.3156	1.5314	1.2375
0.4843	5.7973	858	1.4913	0.3386	1.4913	1.2212
0.4843	5.8108	860	1.4988	0.3259	1.4988	1.2242
0.4843	5.8243	862	1.5453	0.2963	1.5453	1.2431
0.4843	5.8378	864	1.6240	0.2963	1.6240	1.2744
0.4843	5.8514	866	1.6744	0.2963	1.6744	1.2940
0.4843	5.8649	868	1.6201	0.2963	1.6201	1.2728
0.4843	5.8784	870	1.5831	0.2896	1.5831	1.2582
0.4843	5.8919	872	1.6047	0.2861	1.6047	1.2668
0.4843	5.9054	874	1.5929	0.3177	1.5929	1.2621
0.4843	5.9189	876	1.5566	0.3146	1.5566	1.2476
0.4843	5.9324	878	1.5381	0.3114	1.5381	1.2402
0.4843	5.9459	880	1.5121	0.3376	1.5121	1.2297
0.4843	5.9595	882	1.4493	0.3593	1.4493	1.2039
0.4843	5.9730	884	1.3842	0.3219	1.3842	1.1765
0.4843	5.9865	886	1.3791	0.3402	1.3791	1.1743
0.4843	6.0	888	1.4220	0.3271	1.4220	1.1925
0.4843	6.0135	890	1.4715	0.3549	1.4715	1.2130
0.4843	6.0270	892	1.5570	0.3112	1.5570	1.2478
0.4843	6.0405	894	1.6038	0.2726	1.6038	1.2664
0.4843	6.0541	896	1.6519	0.2726	1.6519	1.2852
0.4843	6.0676	898	1.6918	0.2629	1.6918	1.3007
0.4843	6.0811	900	1.6915	0.2629	1.6915	1.3006
0.4843	6.0946	902	1.6379	0.2726	1.6379	1.2798
0.4843	6.1081	904	1.6312	0.2726	1.6312	1.2772
0.4843	6.1216	906	1.6861	0.2726	1.6861	1.2985
0.4843	6.1351	908	1.7236	0.2833	1.7236	1.3129
0.4843	6.1486	910	1.7048	0.2772	1.7048	1.3057
0.4843	6.1622	912	1.6590	0.2799	1.6590	1.2880
0.4843	6.1757	914	1.5906	0.3037	1.5906	1.2612
0.4843	6.1892	916	1.5579	0.3328	1.5579	1.2482
0.4843	6.2027	918	1.5400	0.3328	1.5400	1.2410
0.4843	6.2162	920	1.5251	0.3328	1.5251	1.2350
0.4843	6.2297	922	1.5642	0.3356	1.5642	1.2507
0.4843	6.2432	924	1.5742	0.3246	1.5742	1.2547
0.4843	6.2568	926	1.6366	0.3006	1.6366	1.2793
0.4843	6.2703	928	1.7009	0.3037	1.7009	1.3042
0.4843	6.2838	930	1.6848	0.3037	1.6848	1.2980
0.4843	6.2973	932	1.6060	0.2973	1.6060	1.2673
0.4843	6.3108	934	1.5118	0.3239	1.5118	1.2295
0.4843	6.3243	936	1.4488	0.3277	1.4488	1.2037
0.4843	6.3378	938	1.4137	0.3376	1.4137	1.1890
0.4843	6.3514	940	1.4087	0.3468	1.4087	1.1869
0.4843	6.3649	942	1.4317	0.3404	1.4317	1.1965
0.4843	6.3784	944	1.4348	0.3376	1.4348	1.1978
0.4843	6.3919	946	1.4788	0.3289	1.4788	1.2161
0.4843	6.4054	948	1.5610	0.3177	1.5610	1.2494
0.4843	6.4189	950	1.6743	0.2940	1.6743	1.2940
0.4843	6.4324	952	1.7860	0.2484	1.7860	1.3364
0.4843	6.4459	954	1.8452	0.2430	1.8452	1.3584
0.4843	6.4595	956	1.9013	0.2216	1.9013	1.3789
0.4843	6.4730	958	1.9291	0.2216	1.9291	1.3889
0.4843	6.4865	960	1.9040	0.2216	1.9040	1.3798
0.4843	6.5	962	1.8475	0.2222	1.8475	1.3592
0.4843	6.5135	964	1.7439	0.2799	1.7439	1.3206
0.4843	6.5270	966	1.6652	0.2799	1.6652	1.2904
0.4843	6.5405	968	1.6421	0.2799	1.6421	1.2814
0.4843	6.5541	970	1.6246	0.2799	1.6246	1.2746
0.4843	6.5676	972	1.6389	0.2799	1.6389	1.2802
0.4843	6.5811	974	1.6485	0.2799	1.6485	1.2840
0.4843	6.5946	976	1.6590	0.2799	1.6590	1.2880
0.4843	6.6081	978	1.6241	0.2900	1.6241	1.2744
0.4843	6.6216	980	1.5802	0.3253	1.5802	1.2571
0.4843	6.6351	982	1.5149	0.3337	1.5149	1.2308
0.4843	6.6486	984	1.4915	0.3533	1.4915	1.2213
0.4843	6.6622	986	1.4820	0.3559	1.4820	1.2174
0.4843	6.6757	988	1.4935	0.3533	1.4935	1.2221
0.4843	6.6892	990	1.4911	0.3299	1.4911	1.2211
0.4843	6.7027	992	1.4787	0.3386	1.4787	1.2160
0.4843	6.7162	994	1.4632	0.3454	1.4632	1.2096
0.4843	6.7297	996	1.4362	0.3601	1.4362	1.1984
0.4843	6.7432	998	1.4303	0.3523	1.4303	1.1960
0.0777	6.7568	1000	1.4511	0.3617	1.4511	1.2046
0.0777	6.7703	1002	1.4840	0.3243	1.4840	1.2182
0.0777	6.7838	1004	1.5291	0.3037	1.5291	1.2366
0.0777	6.7973	1006	1.5929	0.2690	1.5929	1.2621
0.0777	6.8108	1008	1.6170	0.2764	1.6170	1.2716
0.0777	6.8243	1010	1.6099	0.2764	1.6099	1.2688
0.0777	6.8378	1012	1.6387	0.2764	1.6387	1.2801
0.0777	6.8514	1014	1.6888	0.2664	1.6888	1.2995
0.0777	6.8649	1016	1.7151	0.2602	1.7151	1.3096
0.0777	6.8784	1018	1.7040	0.2602	1.7040	1.3054
0.0777	6.8919	1020	1.6667	0.2664	1.6667	1.2910
0.0777	6.9054	1022	1.6046	0.2866	1.6046	1.2667
0.0777	6.9189	1024	1.5979	0.2866	1.5979	1.2641
0.0777	6.9324	1026	1.6351	0.3143	1.6351	1.2787
0.0777	6.9459	1028	1.7144	0.2799	1.7144	1.3093
0.0777	6.9595	1030	1.7576	0.2382	1.7576	1.3257
0.0777	6.9730	1032	1.8155	0.2382	1.8155	1.3474
0.0777	6.9865	1034	1.8856	0.2362	1.8856	1.3732
0.0777	7.0	1036	1.9319	0.2008	1.9319	1.3899
0.0777	7.0135	1038	1.9445	0.2090	1.9445	1.3944
0.0777	7.0270	1040	1.9178	0.2216	1.9178	1.3849
0.0777	7.0405	1042	1.8738	0.2176	1.8738	1.3689
0.0777	7.0541	1044	1.8195	0.2362	1.8195	1.3489
0.0777	7.0676	1046	1.7677	0.2735	1.7677	1.3295
0.0777	7.0811	1048	1.6784	0.2726	1.6784	1.2955
0.0777	7.0946	1050	1.5966	0.3272	1.5966	1.2636
0.0777	7.1081	1052	1.5575	0.3243	1.5575	1.2480
0.0777	7.1216	1054	1.5385	0.3243	1.5385	1.2404
0.0777	7.1351	1056	1.5489	0.3498	1.5489	1.2445
0.0777	7.1486	1058	1.5868	0.3207	1.5868	1.2597
0.0777	7.1622	1060	1.6480	0.3006	1.6480	1.2837
0.0777	7.1757	1062	1.7124	0.2710	1.7124	1.3086
0.0777	7.1892	1064	1.8130	0.2745	1.8130	1.3465
0.0777	7.2027	1066	1.9138	0.2593	1.9138	1.3834
0.0777	7.2162	1068	1.9545	0.2380	1.9545	1.3981
0.0777	7.2297	1070	1.9453	0.2380	1.9453	1.3947
0.0777	7.2432	1072	1.9030	0.2521	1.9030	1.3795
0.0777	7.2568	1074	1.8245	0.2710	1.8245	1.3507
0.0777	7.2703	1076	1.7610	0.2966	1.7610	1.3270
0.0777	7.2838	1078	1.6751	0.3089	1.6751	1.2943
0.0777	7.2973	1080	1.6051	0.3193	1.6051	1.2669
0.0777	7.3108	1082	1.5509	0.3459	1.5509	1.2454
0.0777	7.3243	1084	1.5108	0.3432	1.5108	1.2292
0.0777	7.3378	1086	1.5080	0.3432	1.5080	1.2280
0.0777	7.3514	1088	1.5193	0.3156	1.5193	1.2326
0.0777	7.3649	1090	1.5547	0.3156	1.5547	1.2469
0.0777	7.3784	1092	1.6201	0.2774	1.6201	1.2728
0.0777	7.3919	1094	1.7013	0.2710	1.7013	1.3043
0.0777	7.4054	1096	1.7729	0.2710	1.7729	1.3315
0.0777	7.4189	1098	1.8383	0.2710	1.8383	1.3558
0.0777	7.4324	1100	1.8437	0.2484	1.8437	1.3578
0.0777	7.4459	1102	1.8295	0.2484	1.8295	1.3526
0.0777	7.4595	1104	1.7846	0.2544	1.7846	1.3359
0.0777	7.4730	1106	1.7179	0.2799	1.7179	1.3107
0.0777	7.4865	1108	1.6302	0.3272	1.6302	1.2768
0.0777	7.5	1110	1.5776	0.3243	1.5776	1.2560
0.0777	7.5135	1112	1.5591	0.3356	1.5591	1.2486
0.0777	7.5270	1114	1.5447	0.3617	1.5447	1.2429
0.0777	7.5405	1116	1.5693	0.3498	1.5693	1.2527
0.0777	7.5541	1118	1.5948	0.3498	1.5948	1.2628
0.0777	7.5676	1120	1.5984	0.3498	1.5984	1.2643
0.0777	7.5811	1122	1.5721	0.3498	1.5721	1.2538
0.0777	7.5946	1124	1.5697	0.3498	1.5697	1.2529
0.0777	7.6081	1126	1.5684	0.3498	1.5684	1.2523
0.0777	7.6216	1128	1.5825	0.3498	1.5825	1.2580
0.0777	7.6351	1130	1.5954	0.3411	1.5954	1.2631
0.0777	7.6486	1132	1.5957	0.3524	1.5957	1.2632
0.0777	7.6622	1134	1.6137	0.3164	1.6137	1.2703
0.0777	7.6757	1136	1.6252	0.2924	1.6252	1.2748
0.0777	7.6892	1138	1.6263	0.3027	1.6263	1.2753
0.0777	7.7027	1140	1.6395	0.2823	1.6395	1.2804
0.0777	7.7162	1142	1.6635	0.2823	1.6635	1.2898
0.0777	7.7297	1144	1.6983	0.2894	1.6983	1.3032
0.0777	7.7432	1146	1.7530	0.2894	1.7530	1.3240
0.0777	7.7568	1148	1.7947	0.2796	1.7947	1.3397
0.0777	7.7703	1150	1.8376	0.2468	1.8376	1.3556
0.0777	7.7838	1152	1.8441	0.2468	1.8441	1.3580
0.0777	7.7973	1154	1.8660	0.2468	1.8660	1.3660
0.0777	7.8108	1156	1.8648	0.2709	1.8648	1.3656
0.0777	7.8243	1158	1.8199	0.2675	1.8199	1.3490
0.0777	7.8378	1160	1.7437	0.3058	1.7437	1.3205
0.0777	7.8514	1162	1.6535	0.3265	1.6535	1.2859
0.0777	7.8649	1164	1.5965	0.3207	1.5965	1.2635
0.0777	7.8784	1166	1.5466	0.3207	1.5466	1.2436
0.0777	7.8919	1168	1.4866	0.3762	1.4866	1.2193
0.0777	7.9054	1170	1.4509	0.3762	1.4509	1.2045
0.0777	7.9189	1172	1.4327	0.3762	1.4327	1.1969
0.0777	7.9324	1174	1.4440	0.3685	1.4440	1.2016
0.0777	7.9459	1176	1.4679	0.3685	1.4679	1.2116
0.0777	7.9595	1178	1.5010	0.3272	1.5010	1.2251
0.0777	7.9730	1180	1.5512	0.3237	1.5512	1.2455
0.0777	7.9865	1182	1.6061	0.3237	1.6061	1.2673
0.0777	8.0	1184	1.6234	0.3131	1.6234	1.2741
0.0777	8.0135	1186	1.6305	0.3131	1.6305	1.2769
0.0777	8.0270	1188	1.6388	0.3131	1.6388	1.2802
0.0777	8.0405	1190	1.6614	0.3131	1.6614	1.2889
0.0777	8.0541	1192	1.6788	0.3131	1.6788	1.2957
0.0777	8.0676	1194	1.6907	0.3058	1.6907	1.3003
0.0777	8.0811	1196	1.6982	0.2823	1.6982	1.3032
0.0777	8.0946	1198	1.7181	0.2823	1.7181	1.3108
0.0777	8.1081	1200	1.7528	0.2894	1.7528	1.3239
0.0777	8.1216	1202	1.7677	0.2894	1.7677	1.3295
0.0777	8.1351	1204	1.7686	0.2700	1.7686	1.3299
0.0777	8.1486	1206	1.7978	0.2700	1.7978	1.3408
0.0777	8.1622	1208	1.8424	0.2581	1.8424	1.3574
0.0777	8.1757	1210	1.8838	0.2616	1.8838	1.3725
0.0777	8.1892	1212	1.8943	0.2430	1.8943	1.3763
0.0777	8.2027	1214	1.9187	0.2468	1.9187	1.3852
0.0777	8.2162	1216	1.9352	0.2468	1.9352	1.3911
0.0777	8.2297	1218	1.9355	0.2468	1.9355	1.3912
0.0777	8.2432	1220	1.9105	0.2616	1.9105	1.3822
0.0777	8.2568	1222	1.8654	0.2675	1.8654	1.3658
0.0777	8.2703	1224	1.8118	0.2866	1.8118	1.3460
0.0777	8.2838	1226	1.7500	0.2933	1.7500	1.3229
0.0777	8.2973	1228	1.6927	0.3058	1.6927	1.3010
0.0777	8.3108	1230	1.6671	0.3058	1.6671	1.2912
0.0777	8.3243	1232	1.6634	0.3164	1.6634	1.2897
0.0777	8.3378	1234	1.6884	0.3058	1.6884	1.2994
0.0777	8.3514	1236	1.7327	0.3058	1.7327	1.3163
0.0777	8.3649	1238	1.7879	0.2833	1.7879	1.3371
0.0777	8.3784	1240	1.8406	0.2866	1.8406	1.3567
0.0777	8.3919	1242	1.8657	0.2866	1.8657	1.3659
0.0777	8.4054	1244	1.8778	0.2675	1.8778	1.3703
0.0777	8.4189	1246	1.9012	0.2675	1.9012	1.3789
0.0777	8.4324	1248	1.9175	0.2616	1.9175	1.3847
0.0777	8.4459	1250	1.9259	0.2616	1.9259	1.3878
0.0777	8.4595	1252	1.9264	0.2616	1.9264	1.3880
0.0777	8.4730	1254	1.9345	0.2616	1.9345	1.3909
0.0777	8.4865	1256	1.9404	0.2616	1.9404	1.3930
0.0777	8.5	1258	1.9366	0.2616	1.9366	1.3916
0.0777	8.5135	1260	1.9206	0.2616	1.9206	1.3859
0.0777	8.5270	1262	1.9139	0.2616	1.9139	1.3834
0.0777	8.5405	1264	1.8961	0.2581	1.8961	1.3770
0.0777	8.5541	1266	1.8612	0.3058	1.8612	1.3643
0.0777	8.5676	1268	1.8181	0.3027	1.8181	1.3484
0.0777	8.5811	1270	1.7694	0.3131	1.7694	1.3302
0.0777	8.5946	1272	1.7476	0.3237	1.7476	1.3220
0.0777	8.6081	1274	1.7399	0.3173	1.7399	1.3191
0.0777	8.6216	1276	1.7266	0.3173	1.7266	1.3140
0.0777	8.6351	1278	1.7122	0.3173	1.7122	1.3085
0.0777	8.6486	1280	1.7034	0.3173	1.7034	1.3051
0.0777	8.6622	1282	1.7010	0.3173	1.7010	1.3042
0.0777	8.6757	1284	1.7244	0.3173	1.7244	1.3132
0.0777	8.6892	1286	1.7507	0.3203	1.7507	1.3231
0.0777	8.7027	1288	1.7984	0.3098	1.7984	1.3410
0.0777	8.7162	1290	1.8370	0.3028	1.8370	1.3554
0.0777	8.7297	1292	1.8738	0.3028	1.8738	1.3689
0.0777	8.7432	1294	1.8844	0.3028	1.8844	1.3727
0.0777	8.7568	1296	1.8875	0.2650	1.8875	1.3739
0.0777	8.7703	1298	1.8820	0.2650	1.8820	1.3719
0.0777	8.7838	1300	1.8807	0.2650	1.8807	1.3714
0.0777	8.7973	1302	1.8699	0.2745	1.8699	1.3674
0.0777	8.8108	1304	1.8532	0.2745	1.8532	1.3613
0.0777	8.8243	1306	1.8247	0.2936	1.8247	1.3508
0.0777	8.8378	1308	1.7951	0.3128	1.7951	1.3398
0.0777	8.8514	1310	1.7858	0.3128	1.7858	1.3363
0.0777	8.8649	1312	1.7912	0.3128	1.7912	1.3384
0.0777	8.8784	1314	1.7793	0.3128	1.7793	1.3339
0.0777	8.8919	1316	1.7646	0.3128	1.7646	1.3284
0.0777	8.9054	1318	1.7547	0.3098	1.7547	1.3247
0.0777	8.9189	1320	1.7550	0.3098	1.7550	1.3248
0.0777	8.9324	1322	1.7456	0.3098	1.7456	1.3212
0.0777	8.9459	1324	1.7257	0.3237	1.7257	1.3137
0.0777	8.9595	1326	1.7015	0.3237	1.7015	1.3044
0.0777	8.9730	1328	1.6667	0.3237	1.6667	1.2910
0.0777	8.9865	1330	1.6413	0.3237	1.6413	1.2811
0.0777	9.0	1332	1.6272	0.3237	1.6272	1.2756
0.0777	9.0135	1334	1.6127	0.3237	1.6127	1.2699
0.0777	9.0270	1336	1.6078	0.3237	1.6078	1.2680
0.0777	9.0405	1338	1.6143	0.3237	1.6143	1.2705
0.0777	9.0541	1340	1.6312	0.3237	1.6312	1.2772
0.0777	9.0676	1342	1.6451	0.3237	1.6451	1.2826
0.0777	9.0811	1344	1.6653	0.3173	1.6653	1.2905
0.0777	9.0946	1346	1.6937	0.3173	1.6937	1.3014
0.0777	9.1081	1348	1.7292	0.3173	1.7292	1.3150
0.0777	9.1216	1350	1.7553	0.3173	1.7553	1.3249
0.0777	9.1351	1352	1.7725	0.3203	1.7725	1.3314
0.0777	9.1486	1354	1.7817	0.3068	1.7817	1.3348
0.0777	9.1622	1356	1.7873	0.3098	1.7873	1.3369
0.0777	9.1757	1358	1.7932	0.3068	1.7932	1.3391
0.0777	9.1892	1360	1.7891	0.3068	1.7891	1.3376
0.0777	9.2027	1362	1.7750	0.3068	1.7750	1.3323
0.0777	9.2162	1364	1.7467	0.3173	1.7467	1.3216
0.0777	9.2297	1366	1.7269	0.3237	1.7269	1.3141
0.0777	9.2432	1368	1.7126	0.3237	1.7126	1.3087
0.0777	9.2568	1370	1.6974	0.3237	1.6974	1.3028
0.0777	9.2703	1372	1.6840	0.3237	1.6840	1.2977
0.0777	9.2838	1374	1.6751	0.3237	1.6751	1.2943
0.0777	9.2973	1376	1.6671	0.3237	1.6671	1.2911
0.0777	9.3108	1378	1.6635	0.3237	1.6635	1.2898
0.0777	9.3243	1380	1.6559	0.3237	1.6559	1.2868
0.0777	9.3378	1382	1.6481	0.3237	1.6481	1.2838
0.0777	9.3514	1384	1.6525	0.3237	1.6525	1.2855
0.0777	9.3649	1386	1.6628	0.3237	1.6628	1.2895
0.0777	9.3784	1388	1.6738	0.3237	1.6738	1.2937
0.0777	9.3919	1390	1.6868	0.3237	1.6868	1.2988
0.0777	9.4054	1392	1.7041	0.3237	1.7041	1.3054
0.0777	9.4189	1394	1.7223	0.3237	1.7223	1.3124
0.0777	9.4324	1396	1.7447	0.3237	1.7447	1.3209
0.0777	9.4459	1398	1.7607	0.3131	1.7607	1.3269
0.0777	9.4595	1400	1.7696	0.3131	1.7696	1.3302
0.0777	9.4730	1402	1.7827	0.3131	1.7827	1.3352
0.0777	9.4865	1404	1.7923	0.3068	1.7923	1.3387
0.0777	9.5	1406	1.8014	0.2966	1.8014	1.3422
0.0777	9.5135	1408	1.8077	0.3028	1.8077	1.3445
0.0777	9.5270	1410	1.8120	0.3028	1.8120	1.3461
0.0777	9.5405	1412	1.8118	0.3028	1.8118	1.3460
0.0777	9.5541	1414	1.8164	0.3028	1.8164	1.3477
0.0777	9.5676	1416	1.8210	0.3028	1.8210	1.3494
0.0777	9.5811	1418	1.8243	0.3028	1.8243	1.3506
0.0777	9.5946	1420	1.8201	0.3028	1.8201	1.3491
0.0777	9.6081	1422	1.8188	0.3028	1.8188	1.3486
0.0777	9.6216	1424	1.8114	0.3088	1.8114	1.3459
0.0777	9.6351	1426	1.7997	0.3088	1.7997	1.3415
0.0777	9.6486	1428	1.7855	0.3131	1.7855	1.3362
0.0777	9.6622	1430	1.7750	0.3131	1.7750	1.3323
0.0777	9.6757	1432	1.7670	0.3131	1.7670	1.3293
0.0777	9.6892	1434	1.7600	0.3131	1.7600	1.3266
0.0777	9.7027	1436	1.7511	0.3131	1.7511	1.3233
0.0777	9.7162	1438	1.7405	0.3131	1.7405	1.3193
0.0777	9.7297	1440	1.7338	0.3131	1.7338	1.3167
0.0777	9.7432	1442	1.7318	0.3237	1.7318	1.3160
0.0777	9.7568	1444	1.7295	0.3237	1.7295	1.3151
0.0777	9.7703	1446	1.7254	0.3237	1.7254	1.3135
0.0777	9.7838	1448	1.7230	0.3237	1.7230	1.3126
0.0777	9.7973	1450	1.7212	0.3237	1.7212	1.3119
0.0777	9.8108	1452	1.7200	0.3237	1.7200	1.3115
0.0777	9.8243	1454	1.7176	0.3237	1.7176	1.3106
0.0777	9.8378	1456	1.7173	0.3237	1.7173	1.3104
0.0777	9.8514	1458	1.7165	0.3237	1.7165	1.3102
0.0777	9.8649	1460	1.7171	0.3237	1.7171	1.3104
0.0777	9.8784	1462	1.7183	0.3237	1.7183	1.3109
0.0777	9.8919	1464	1.7204	0.3237	1.7204	1.3116
0.0777	9.9054	1466	1.7227	0.3237	1.7227	1.3125
0.0777	9.9189	1468	1.7243	0.3237	1.7243	1.3131
0.0777	9.9324	1470	1.7256	0.3237	1.7256	1.3136
0.0777	9.9459	1472	1.7264	0.3237	1.7264	1.3139
0.0777	9.9595	1474	1.7267	0.3237	1.7267	1.3140
0.0777	9.9730	1476	1.7268	0.3237	1.7268	1.3141
0.0777	9.9865	1478	1.7266	0.3237	1.7266	1.3140
0.0777	10.0	1480	1.7266	0.3237	1.7266	1.3140

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 26, 2024
Updated: Nov 26, 2024