ArabicNewSplits2_FineTuningAraBERT_run3_AugV5_k300_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run3_AugV5_k300_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run3_AugV5_k300_task1_organization 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: Dec 3, 2024
Updated: Dec 3, 2024
SHA: d62427f7

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run3_AugV5_k300_task1_organization

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: 0.8517
Qwk: 0.5433
Mse: 0.8517
Rmse: 0.9229

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	0.0017	2	5.0373	-0.0468	5.0373	2.2444
No log	0.0033	4	3.0623	0.0246	3.0623	1.7499
No log	0.0050	6	2.0415	0.0330	2.0415	1.4288
No log	0.0066	8	1.6142	0.0	1.6142	1.2705
No log	0.0083	10	1.3332	-0.0018	1.3332	1.1547
No log	0.0100	12	1.4673	0.0422	1.4673	1.2113
No log	0.0116	14	1.8660	0.1476	1.8660	1.3660
No log	0.0133	16	1.5684	0.0422	1.5684	1.2524
No log	0.0150	18	1.1014	0.3547	1.1014	1.0495
No log	0.0166	20	1.3668	-0.0040	1.3668	1.1691
No log	0.0183	22	1.4496	-0.0807	1.4496	1.2040
No log	0.0199	24	1.3196	0.0618	1.3196	1.1488
No log	0.0216	26	1.3124	0.0901	1.3124	1.1456
No log	0.0233	28	1.3972	0.0	1.3972	1.1820
No log	0.0249	30	1.4927	0.0502	1.4927	1.2218
No log	0.0266	32	1.5527	0.0970	1.5527	1.2461
No log	0.0282	34	1.5694	0.0970	1.5694	1.2527
No log	0.0299	36	1.4965	0.0502	1.4965	1.2233
No log	0.0316	38	1.3805	0.0502	1.3805	1.1749
No log	0.0332	40	1.3095	0.0502	1.3095	1.1443
No log	0.0349	42	1.2441	0.0509	1.2441	1.1154
No log	0.0365	44	1.1951	0.1365	1.1951	1.0932
No log	0.0382	46	1.1554	0.3596	1.1554	1.0749
No log	0.0399	48	1.1479	0.3942	1.1479	1.0714
No log	0.0415	50	1.1127	0.3091	1.1127	1.0549
No log	0.0432	52	1.0794	0.2410	1.0794	1.0389
No log	0.0449	54	1.0764	0.2260	1.0764	1.0375
No log	0.0465	56	1.0709	0.3445	1.0709	1.0348
No log	0.0482	58	1.0671	0.2646	1.0671	1.0330
No log	0.0498	60	1.0331	0.3793	1.0331	1.0164
No log	0.0515	62	1.0094	0.2996	1.0094	1.0047
No log	0.0532	64	1.0054	0.2885	1.0054	1.0027
No log	0.0548	66	1.0000	0.2885	1.0000	1.0000
No log	0.0565	68	1.0134	0.2941	1.0134	1.0067
No log	0.0581	70	1.0837	0.3011	1.0837	1.0410
No log	0.0598	72	1.1121	0.3989	1.1121	1.0546
No log	0.0615	74	1.0540	0.3618	1.0540	1.0267
No log	0.0631	76	1.0135	0.3713	1.0135	1.0067
No log	0.0648	78	0.9843	0.4291	0.9843	0.9921
No log	0.0664	80	0.9982	0.2090	0.9982	0.9991
No log	0.0681	82	1.0228	0.2470	1.0228	1.0113
No log	0.0698	84	0.9942	0.2121	0.9942	0.9971
No log	0.0714	86	0.9997	0.2528	0.9997	0.9998
No log	0.0731	88	1.0054	0.1977	1.0054	1.0027
No log	0.0748	90	1.1362	0.2330	1.1362	1.0659
No log	0.0764	92	1.0758	0.1107	1.0758	1.0372
No log	0.0781	94	1.0206	0.2753	1.0206	1.0103
No log	0.0797	96	0.9708	0.4852	0.9708	0.9853
No log	0.0814	98	0.9839	0.4231	0.9839	0.9919
No log	0.0831	100	1.1318	0.2729	1.1318	1.0639
No log	0.0847	102	0.9995	0.4452	0.9995	0.9997
No log	0.0864	104	0.8864	0.5531	0.8864	0.9415
No log	0.0880	106	1.2219	0.2133	1.2219	1.1054
No log	0.0897	108	1.3797	0.2136	1.3797	1.1746
No log	0.0914	110	1.4593	0.1964	1.4593	1.2080
No log	0.0930	112	1.2296	0.2848	1.2296	1.1089
No log	0.0947	114	1.0678	0.3288	1.0678	1.0333
No log	0.0963	116	1.1022	0.3317	1.1022	1.0499
No log	0.0980	118	1.3871	0.2191	1.3871	1.1777
No log	0.0997	120	1.6617	0.2410	1.6617	1.2891
No log	0.1013	122	1.6888	0.1600	1.6888	1.2996
No log	0.1030	124	1.4334	0.2200	1.4334	1.1973
No log	0.1047	126	1.1830	0.3633	1.1830	1.0876
No log	0.1063	128	1.0551	0.4541	1.0551	1.0272
No log	0.1080	130	1.0066	0.5278	1.0066	1.0033
No log	0.1096	132	1.0109	0.4823	1.0109	1.0055
No log	0.1113	134	1.1523	0.3703	1.1523	1.0734
No log	0.1130	136	1.2423	0.3166	1.2423	1.1146
No log	0.1146	138	1.0302	0.4142	1.0302	1.0150
No log	0.1163	140	0.8569	0.4857	0.8569	0.9257
No log	0.1179	142	0.8683	0.4715	0.8683	0.9318
No log	0.1196	144	0.9673	0.4857	0.9673	0.9835
No log	0.1213	146	1.0515	0.4668	1.0515	1.0254
No log	0.1229	148	1.0158	0.5041	1.0158	1.0079
No log	0.1246	150	1.1377	0.3955	1.1377	1.0666
No log	0.1262	152	1.3643	0.37	1.3643	1.1680
No log	0.1279	154	1.3571	0.3916	1.3571	1.1649
No log	0.1296	156	1.5649	0.3934	1.5649	1.2510
No log	0.1312	158	1.3978	0.4046	1.3978	1.1823
No log	0.1329	160	1.0406	0.5068	1.0406	1.0201
No log	0.1346	162	0.8184	0.5661	0.8184	0.9047
No log	0.1362	164	0.7747	0.6671	0.7747	0.8802
No log	0.1379	166	0.8288	0.6037	0.8288	0.9104
No log	0.1395	168	1.0180	0.4024	1.0180	1.0089
No log	0.1412	170	1.1949	0.3538	1.1949	1.0931
No log	0.1429	172	1.0899	0.4375	1.0899	1.0440
No log	0.1445	174	0.9679	0.4101	0.9679	0.9838
No log	0.1462	176	0.9063	0.4413	0.9063	0.9520
No log	0.1478	178	0.9018	0.4452	0.9018	0.9496
No log	0.1495	180	0.9276	0.4062	0.9276	0.9631
No log	0.1512	182	1.0343	0.3317	1.0343	1.0170
No log	0.1528	184	1.2346	0.3682	1.2346	1.1111
No log	0.1545	186	1.1268	0.3193	1.1268	1.0615
No log	0.1561	188	0.8236	0.6411	0.8236	0.9075
No log	0.1578	190	0.7517	0.7047	0.7517	0.8670
No log	0.1595	192	0.8025	0.6632	0.8025	0.8958
No log	0.1611	194	0.9626	0.4661	0.9626	0.9811
No log	0.1628	196	1.2406	0.3797	1.2406	1.1138
No log	0.1645	198	1.3074	0.3808	1.3074	1.1434
No log	0.1661	200	0.9903	0.5027	0.9903	0.9951
No log	0.1678	202	0.6886	0.7101	0.6886	0.8298
No log	0.1694	204	0.6736	0.5457	0.6736	0.8207
No log	0.1711	206	0.6308	0.6972	0.6308	0.7942
No log	0.1728	208	0.7851	0.5734	0.7851	0.8860
No log	0.1744	210	1.1748	0.4538	1.1748	1.0839
No log	0.1761	212	1.7506	0.2416	1.7506	1.3231
No log	0.1777	214	1.8555	0.2252	1.8555	1.3622
No log	0.1794	216	1.7403	0.2000	1.7403	1.3192
No log	0.1811	218	1.5751	0.2660	1.5751	1.2550
No log	0.1827	220	1.6271	0.2179	1.6271	1.2756
No log	0.1844	222	1.7271	0.2343	1.7271	1.3142
No log	0.1860	224	1.6465	0.2220	1.6465	1.2832
No log	0.1877	226	1.4203	0.3657	1.4203	1.1918
No log	0.1894	228	1.1882	0.3824	1.1882	1.0900
No log	0.1910	230	1.0601	0.3596	1.0601	1.0296
No log	0.1927	232	1.0537	0.4096	1.0537	1.0265
No log	0.1944	234	1.1429	0.3809	1.1429	1.0691
No log	0.1960	236	1.1808	0.3982	1.1808	1.0866
No log	0.1977	238	1.1750	0.3499	1.1750	1.0840
No log	0.1993	240	1.1672	0.4162	1.1672	1.0804
No log	0.2010	242	1.2174	0.4167	1.2174	1.1033
No log	0.2027	244	1.3896	0.37	1.3896	1.1788
No log	0.2043	246	1.4926	0.3493	1.4926	1.2217
No log	0.2060	248	1.5669	0.3191	1.5669	1.2517
No log	0.2076	250	1.6814	0.2450	1.6814	1.2967
No log	0.2093	252	1.7669	0.2516	1.7669	1.3292
No log	0.2110	254	1.6872	0.2450	1.6872	1.2989
No log	0.2126	256	1.8636	0.2436	1.8636	1.3651
No log	0.2143	258	2.0986	0.2436	2.0986	1.4487
No log	0.2159	260	1.9233	0.2436	1.9233	1.3868
No log	0.2176	262	1.7938	0.2368	1.7938	1.3393
No log	0.2193	264	1.5600	0.2538	1.5600	1.2490
No log	0.2209	266	1.2983	0.1885	1.2983	1.1394
No log	0.2226	268	1.2665	0.3205	1.2665	1.1254
No log	0.2243	270	1.4778	0.2460	1.4778	1.2156
No log	0.2259	272	1.9938	0.2095	1.9938	1.4120
No log	0.2276	274	2.2404	0.1827	2.2404	1.4968
No log	0.2292	276	2.1360	0.1783	2.1360	1.4615
No log	0.2309	278	1.9183	0.1536	1.9183	1.3850
No log	0.2326	280	1.8875	0.1536	1.8875	1.3739
No log	0.2342	282	1.8263	0.1869	1.8263	1.3514
No log	0.2359	284	1.8039	0.1869	1.8039	1.3431
No log	0.2375	286	1.7568	0.1869	1.7568	1.3254
No log	0.2392	288	1.6096	0.2137	1.6096	1.2687
No log	0.2409	290	1.4837	0.25	1.4837	1.2181
No log	0.2425	292	1.4146	0.3394	1.4146	1.1894
No log	0.2442	294	1.3943	0.3119	1.3943	1.1808
No log	0.2458	296	1.3575	0.2875	1.3575	1.1651
No log	0.2475	298	1.1696	0.3775	1.1696	1.0815
No log	0.2492	300	0.9954	0.5708	0.9954	0.9977
No log	0.2508	302	1.0756	0.4691	1.0756	1.0371
No log	0.2525	304	1.3787	0.4088	1.3787	1.1742
No log	0.2542	306	1.4697	0.4098	1.4697	1.2123
No log	0.2558	308	1.4943	0.3897	1.4943	1.2224
No log	0.2575	310	1.4639	0.3245	1.4639	1.2099
No log	0.2591	312	1.5673	0.2943	1.5673	1.2519
No log	0.2608	314	1.4762	0.3510	1.4762	1.2150
No log	0.2625	316	1.2620	0.4637	1.2620	1.1234
No log	0.2641	318	1.1389	0.5179	1.1389	1.0672
No log	0.2658	320	1.0574	0.5474	1.0574	1.0283
No log	0.2674	322	1.1129	0.5474	1.1129	1.0549
No log	0.2691	324	1.2998	0.3639	1.2998	1.1401
No log	0.2708	326	1.5701	0.2791	1.5701	1.2530
No log	0.2724	328	1.6054	0.2607	1.6054	1.2670
No log	0.2741	330	1.3612	0.3916	1.3612	1.1667
No log	0.2757	332	1.1190	0.5426	1.1190	1.0578
No log	0.2774	334	1.0773	0.5449	1.0773	1.0379
No log	0.2791	336	1.2030	0.5041	1.2030	1.0968
No log	0.2807	338	1.5206	0.2607	1.5206	1.2331
No log	0.2824	340	1.8036	0.2095	1.8036	1.3430
No log	0.2841	342	1.9328	0.2135	1.9328	1.3903
No log	0.2857	344	1.8087	0.2135	1.8087	1.3449
No log	0.2874	346	1.7101	0.2484	1.7101	1.3077
No log	0.2890	348	1.7172	0.2484	1.7172	1.3104
No log	0.2907	350	1.8512	0.2548	1.8512	1.3606
No log	0.2924	352	1.9346	0.2436	1.9346	1.3909
No log	0.2940	354	1.8023	0.2436	1.8023	1.3425
No log	0.2957	356	1.6585	0.2332	1.6585	1.2878
No log	0.2973	358	1.5520	0.3145	1.5520	1.2458
No log	0.2990	360	1.5772	0.2855	1.5772	1.2559
No log	0.3007	362	1.5511	0.2979	1.5511	1.2454
No log	0.3023	364	1.4938	0.3366	1.4938	1.2222
No log	0.3040	366	1.5185	0.3282	1.5185	1.2323
No log	0.3056	368	1.4932	0.3282	1.4932	1.2220
No log	0.3073	370	1.5470	0.2911	1.5470	1.2438
No log	0.3090	372	1.4379	0.3682	1.4379	1.1991
No log	0.3106	374	1.3324	0.4015	1.3324	1.1543
No log	0.3123	376	1.3275	0.4110	1.3275	1.1522
No log	0.3140	378	1.4109	0.4110	1.4109	1.1878
No log	0.3156	380	1.6878	0.2911	1.6878	1.2991
No log	0.3173	382	1.7766	0.2735	1.7766	1.3329
No log	0.3189	384	1.5886	0.3495	1.5886	1.2604
No log	0.3206	386	1.3423	0.3983	1.3423	1.1586
No log	0.3223	388	1.3109	0.4119	1.3109	1.1450
No log	0.3239	390	1.4727	0.3797	1.4727	1.2135
No log	0.3256	392	1.8139	0.2368	1.8139	1.3468
No log	0.3272	394	2.1262	0.2174	2.1262	1.4581
No log	0.3289	396	2.1096	0.2174	2.1096	1.4524
No log	0.3306	398	1.8574	0.2174	1.8574	1.3629
No log	0.3322	400	1.7344	0.2174	1.7344	1.3170
No log	0.3339	402	1.7495	0.2174	1.7495	1.3227
No log	0.3355	404	1.6440	0.2403	1.6440	1.2822
No log	0.3372	406	1.4961	0.3261	1.4961	1.2231
No log	0.3389	408	1.5295	0.3404	1.5295	1.2367
No log	0.3405	410	1.7722	0.2403	1.7722	1.3312
No log	0.3422	412	1.9529	0.2793	1.9529	1.3975
No log	0.3439	414	1.7560	0.2711	1.7560	1.3251
No log	0.3455	416	1.4433	0.3971	1.4433	1.2014
No log	0.3472	418	1.3355	0.4404	1.3355	1.1556
No log	0.3488	420	1.4435	0.37	1.4435	1.2015
No log	0.3505	422	1.5521	0.2573	1.5521	1.2458
No log	0.3522	424	1.7119	0.2053	1.7119	1.3084
No log	0.3538	426	1.7483	0.2607	1.7483	1.3222
No log	0.3555	428	1.8277	0.2607	1.8277	1.3519
No log	0.3571	430	1.8118	0.2607	1.8118	1.3460
No log	0.3588	432	1.7020	0.2607	1.7020	1.3046
No log	0.3605	434	1.6070	0.2983	1.6070	1.2677
No log	0.3621	436	1.5374	0.3389	1.5374	1.2399
No log	0.3638	438	1.4022	0.3077	1.4022	1.1841
No log	0.3654	440	1.3551	0.2952	1.3551	1.1641
No log	0.3671	442	1.4141	0.3115	1.4141	1.1892
No log	0.3688	444	1.6408	0.2295	1.6408	1.2810
No log	0.3704	446	2.0104	0.2516	2.0104	1.4179
No log	0.3721	448	2.1336	0.2547	2.1336	1.4607
No log	0.3738	450	1.8284	0.2450	1.8284	1.3522
No log	0.3754	452	1.6193	0.2700	1.6193	1.2725
No log	0.3771	454	1.6991	0.2573	1.6991	1.3035
No log	0.3787	456	1.9862	0.2174	1.9862	1.4093
No log	0.3804	458	2.0400	0.2174	2.0400	1.4283
No log	0.3821	460	2.0565	0.2547	2.0565	1.4341
No log	0.3837	462	1.7949	0.2135	1.7949	1.3397
No log	0.3854	464	1.4037	0.3571	1.4037	1.1848
No log	0.3870	466	1.2934	0.3816	1.2934	1.1373
No log	0.3887	468	1.3706	0.3816	1.3706	1.1707
No log	0.3904	470	1.5297	0.1711	1.5297	1.2368
No log	0.3920	472	1.7116	0.1892	1.7116	1.3083
No log	0.3937	474	1.8245	0.2135	1.8245	1.3507
No log	0.3953	476	1.9350	0.2436	1.9350	1.3910
No log	0.3970	478	1.9715	0.2739	1.9715	1.4041
No log	0.3987	480	1.9061	0.2711	1.9061	1.3806
No log	0.4003	482	1.7857	0.2248	1.7857	1.3363
No log	0.4020	484	1.7547	0.2005	1.7547	1.3247
No log	0.4037	486	1.6765	0.1663	1.6765	1.2948
No log	0.4053	488	1.7291	0.1589	1.7291	1.3149
No log	0.4070	490	1.7857	0.1589	1.7857	1.3363
No log	0.4086	492	1.8439	0.2095	1.8439	1.3579
No log	0.4103	494	1.9853	0.2095	1.9853	1.4090
No log	0.4120	496	1.9569	0.2259	1.9569	1.3989
No log	0.4136	498	1.9499	0.2259	1.9499	1.3964
0.4599	0.4153	500	1.7745	0.2393	1.7745	1.3321
0.4599	0.4169	502	1.5202	0.3017	1.5202	1.2330
0.4599	0.4186	504	1.3955	0.3494	1.3955	1.1813
0.4599	0.4203	506	1.3724	0.3494	1.3724	1.1715
0.4599	0.4219	508	1.4673	0.3048	1.4673	1.2113
0.4599	0.4236	510	1.7152	0.2607	1.7152	1.3097
0.4599	0.4252	512	2.0201	0.2297	2.0201	1.4213
0.4599	0.4269	514	2.0440	0.2297	2.0440	1.4297
0.4599	0.4286	516	1.8389	0.2607	1.8389	1.3561
0.4599	0.4302	518	1.5383	0.3324	1.5383	1.2403
0.4599	0.4319	520	1.4425	0.3017	1.4425	1.2010
0.4599	0.4336	522	1.4673	0.3017	1.4673	1.2113
0.4599	0.4352	524	1.5904	0.3105	1.5904	1.2611
0.4599	0.4369	526	1.7266	0.2354	1.7266	1.3140
0.4599	0.4385	528	1.7993	0.1799	1.7993	1.3414
0.4599	0.4402	530	1.7233	0.2354	1.7233	1.3127
0.4599	0.4419	532	1.5846	0.2962	1.5846	1.2588
0.4599	0.4435	534	1.5332	0.2962	1.5332	1.2382
0.4599	0.4452	536	1.4907	0.2962	1.4907	1.2209
0.4599	0.4468	538	1.3330	0.4234	1.3330	1.1546
0.4599	0.4485	540	1.2721	0.4515	1.2721	1.1279
0.4599	0.4502	542	1.3590	0.3555	1.3590	1.1658
0.4599	0.4518	544	1.5969	0.3169	1.5969	1.2637
0.4599	0.4535	546	1.7142	0.3235	1.7142	1.3093
0.4599	0.4551	548	1.5687	0.3101	1.5687	1.2525
0.4599	0.4568	550	1.3473	0.3744	1.3473	1.1607
0.4599	0.4585	552	1.3015	0.3906	1.3015	1.1408
0.4599	0.4601	554	1.3680	0.3325	1.3680	1.1696
0.4599	0.4618	556	1.4933	0.3192	1.4933	1.2220
0.4599	0.4635	558	1.6838	0.2983	1.6838	1.2976
0.4599	0.4651	560	1.8890	0.2640	1.8890	1.3744
0.4599	0.4668	562	1.9354	0.2297	1.9354	1.3912
0.4599	0.4684	564	1.7961	0.2821	1.7961	1.3402
0.4599	0.4701	566	1.5977	0.2559	1.5977	1.2640
0.4599	0.4718	568	1.4352	0.3166	1.4352	1.1980
0.4599	0.4734	570	1.4337	0.2941	1.4337	1.1974
0.4599	0.4751	572	1.6439	0.2667	1.6439	1.2822
0.4599	0.4767	574	2.0026	0.2289	2.0026	1.4151
0.4599	0.4784	576	2.3432	0.2174	2.3432	1.5307
0.4599	0.4801	578	2.4701	0.2174	2.4701	1.5716
0.4599	0.4817	580	2.4346	0.2174	2.4346	1.5603
0.4599	0.4834	582	2.1817	0.1936	2.1817	1.4771
0.4599	0.4850	584	1.8399	0.1750	1.8399	1.3564
0.4599	0.4867	586	1.6789	0.1841	1.6789	1.2957
0.4599	0.4884	588	1.6625	0.1947	1.6625	1.2894
0.4599	0.4900	590	1.7081	0.2354	1.7081	1.3070
0.4599	0.4917	592	1.7828	0.2220	1.7828	1.3352
0.4599	0.4934	594	1.7470	0.2259	1.7470	1.3217
0.4599	0.4950	596	1.6417	0.2259	1.6417	1.2813
0.4599	0.4967	598	1.6088	0.2009	1.6088	1.2684
0.4599	0.4983	600	1.6238	0.1699	1.6238	1.2743
0.4599	0.5	602	1.6045	0.1895	1.6045	1.2667
0.4599	0.5017	604	1.5320	0.2037	1.5320	1.2377
0.4599	0.5033	606	1.5578	0.2335	1.5578	1.2481
0.4599	0.5050	608	1.6854	0.1646	1.6854	1.2982
0.4599	0.5066	610	1.8184	0.1799	1.8184	1.3485
0.4599	0.5083	612	1.7850	0.1964	1.7850	1.3360
0.4599	0.5100	614	1.6561	0.2537	1.6561	1.2869
0.4599	0.5116	616	1.5677	0.2421	1.5677	1.2521
0.4599	0.5133	618	1.5688	0.2229	1.5688	1.2525
0.4599	0.5150	620	1.6314	0.1646	1.6314	1.2773
0.4599	0.5166	622	1.7870	0.1799	1.7870	1.3368
0.4599	0.5183	624	1.8359	0.1799	1.8359	1.3550
0.4599	0.5199	626	1.9128	0.1846	1.9128	1.3831
0.4599	0.5216	628	1.8723	0.1646	1.8723	1.3683
0.4599	0.5233	630	1.8763	0.1646	1.8763	1.3698
0.4599	0.5249	632	2.0078	0.1846	2.0078	1.4170
0.4599	0.5266	634	2.1057	0.2484	2.1057	1.4511
0.4599	0.5282	636	2.1019	0.2484	2.1019	1.4498
0.4599	0.5299	638	2.0882	0.2484	2.0882	1.4451
0.4599	0.5316	640	1.9534	0.1846	1.9534	1.3976
0.4599	0.5332	642	1.7364	0.1917	1.7364	1.3177
0.4599	0.5349	644	1.6557	0.1869	1.6557	1.2867
0.4599	0.5365	646	1.6031	0.2658	1.6031	1.2661
0.4599	0.5382	648	1.6838	0.2092	1.6838	1.2976
0.4599	0.5399	650	1.8306	0.2053	1.8306	1.3530
0.4599	0.5415	652	1.9536	0.2095	1.9536	1.3977
0.4599	0.5432	654	1.9293	0.2135	1.9293	1.3890
0.4599	0.5449	656	1.9247	0.2135	1.9247	1.3873
0.4599	0.5465	658	1.9227	0.2135	1.9227	1.3866
0.4599	0.5482	660	1.8205	0.2095	1.8205	1.3493
0.4599	0.5498	662	1.7728	0.2095	1.7728	1.3315
0.4599	0.5515	664	1.6558	0.2430	1.6558	1.2868
0.4599	0.5532	666	1.4734	0.3605	1.4734	1.2138
0.4599	0.5548	668	1.3213	0.3324	1.3213	1.1495
0.4599	0.5565	670	1.2344	0.4086	1.2344	1.1110
0.4599	0.5581	672	1.3202	0.4098	1.3202	1.1490
0.4599	0.5598	674	1.5334	0.2983	1.5334	1.2383
0.4599	0.5615	676	1.8327	0.1936	1.8327	1.3538
0.4599	0.5631	678	1.9803	0.1936	1.9803	1.4072
0.4599	0.5648	680	1.9619	0.1936	1.9619	1.4007
0.4599	0.5664	682	1.8460	0.1936	1.8460	1.3587
0.4599	0.5681	684	1.8009	0.2259	1.8009	1.3420
0.4599	0.5698	686	1.7574	0.2430	1.7574	1.3257
0.4599	0.5714	688	1.6385	0.2791	1.6385	1.2801
0.4599	0.5731	690	1.5570	0.3157	1.5570	1.2478
0.4599	0.5748	692	1.5500	0.3182	1.5500	1.2450
0.4599	0.5764	694	1.6300	0.2179	1.6300	1.2767
0.4599	0.5781	696	1.6821	0.2009	1.6821	1.2970
0.4599	0.5797	698	1.7025	0.2009	1.7025	1.3048
0.4599	0.5814	700	1.6511	0.2179	1.6511	1.2849
0.4599	0.5831	702	1.5023	0.3347	1.5023	1.2257
0.4599	0.5847	704	1.3871	0.3424	1.3871	1.1777
0.4599	0.5864	706	1.3794	0.3940	1.3794	1.1745
0.4599	0.5880	708	1.5109	0.2760	1.5109	1.2292
0.4599	0.5897	710	1.5931	0.2821	1.5931	1.2622
0.4599	0.5914	712	1.5540	0.3010	1.5540	1.2466
0.4599	0.5930	714	1.4407	0.3478	1.4407	1.2003
0.4599	0.5947	716	1.4398	0.3478	1.4398	1.1999
0.4599	0.5963	718	1.4490	0.3282	1.4490	1.2037
0.4599	0.5980	720	1.3837	0.3668	1.3837	1.1763
0.4599	0.5997	722	1.4610	0.3282	1.4610	1.2087
0.4599	0.6013	724	1.6019	0.3093	1.6019	1.2657
0.4599	0.6030	726	1.5870	0.3093	1.5870	1.2598
0.4599	0.6047	728	1.4109	0.3461	1.4109	1.1878
0.4599	0.6063	730	1.2085	0.3518	1.2085	1.0993
0.4599	0.6080	732	1.1554	0.4438	1.1554	1.0749
0.4599	0.6096	734	1.2331	0.3909	1.2331	1.1104
0.4599	0.6113	736	1.4531	0.2962	1.4531	1.2055
0.4599	0.6130	738	1.8644	0.2130	1.8644	1.3654
0.4599	0.6146	740	1.8676	0.2314	1.8676	1.3666
0.4599	0.6163	742	1.9368	0.2009	1.9368	1.3917
0.4599	0.6179	744	2.0508	0.1640	2.0508	1.4320
0.4599	0.6196	746	2.0919	0.1689	2.0919	1.4463
0.4599	0.6213	748	2.2452	0.1538	2.2452	1.4984
0.4599	0.6229	750	2.4224	0.1492	2.4224	1.5564
0.4599	0.6246	752	2.5094	0.1492	2.5094	1.5841
0.4599	0.6262	754	2.4298	0.1587	2.4298	1.5588
0.4599	0.6279	756	2.1233	0.2174	2.1233	1.4572
0.4599	0.6296	758	1.9171	0.2304	1.9171	1.3846
0.4599	0.6312	760	1.9216	0.2304	1.9216	1.3862
0.4599	0.6329	762	2.0688	0.2174	2.0688	1.4383
0.4599	0.6346	764	2.1885	0.2135	2.1885	1.4794
0.4599	0.6362	766	2.0714	0.1846	2.0714	1.4392
0.4599	0.6379	768	1.7493	0.2393	1.7493	1.3226
0.4599	0.6395	770	1.5343	0.2660	1.5343	1.2387
0.4599	0.6412	772	1.4273	0.3256	1.4273	1.1947
0.4599	0.6429	774	1.4851	0.2901	1.4851	1.2186
0.4599	0.6445	776	1.5927	0.2520	1.5927	1.2620
0.4599	0.6462	778	1.8159	0.2393	1.8159	1.3476
0.4599	0.6478	780	2.1598	0.2130	2.1598	1.4696
0.4599	0.6495	782	2.2192	0.2339	2.2192	1.4897
0.4599	0.6512	784	1.9018	0.2009	1.9018	1.3790
0.4599	0.6528	786	1.7198	0.2700	1.7198	1.3114
0.4599	0.6545	788	1.6343	0.2700	1.6343	1.2784
0.4599	0.6561	790	1.5030	0.3003	1.5030	1.2260
0.4599	0.6578	792	1.5090	0.2925	1.5090	1.2284
0.4599	0.6595	794	1.5607	0.3205	1.5607	1.2493
0.4599	0.6611	796	1.4959	0.3368	1.4959	1.2231
0.4599	0.6628	798	1.4303	0.3077	1.4303	1.1959
0.4599	0.6645	800	1.3964	0.3048	1.3964	1.1817
0.4599	0.6661	802	1.4151	0.3077	1.4151	1.1896
0.4599	0.6678	804	1.4504	0.3077	1.4504	1.2043
0.4599	0.6694	806	1.5957	0.3010	1.5957	1.2632
0.4599	0.6711	808	1.7336	0.2430	1.7336	1.3167
0.4599	0.6728	810	1.8287	0.2259	1.8287	1.3523
0.4599	0.6744	812	1.7513	0.2430	1.7513	1.3234
0.4599	0.6761	814	1.5718	0.2821	1.5718	1.2537
0.4599	0.6777	816	1.4485	0.2379	1.4485	1.2035
0.4599	0.6794	818	1.4581	0.2696	1.4581	1.2075
0.4599	0.6811	820	1.5519	0.2791	1.5519	1.2458
0.4599	0.6827	822	1.7560	0.2640	1.7560	1.3252
0.4599	0.6844	824	1.8195	0.2466	1.8195	1.3489
0.4599	0.6860	826	1.7079	0.2640	1.7079	1.3069
0.4599	0.6877	828	1.4850	0.3368	1.4850	1.2186
0.4599	0.6894	830	1.3092	0.3165	1.3092	1.1442
0.4599	0.6910	832	1.2646	0.3328	1.2646	1.1245
0.4599	0.6927	834	1.3212	0.2917	1.3212	1.1495
0.4599	0.6944	836	1.4148	0.2759	1.4148	1.1895
0.4599	0.6960	838	1.6121	0.2983	1.6121	1.2697
0.4599	0.6977	840	1.8605	0.2640	1.8605	1.3640
0.4599	0.6993	842	1.9384	0.2095	1.9384	1.3923
0.4599	0.7010	844	1.8098	0.2640	1.8098	1.3453
0.4599	0.7027	846	1.6080	0.2791	1.6080	1.2681
0.4599	0.7043	848	1.3986	0.3639	1.3986	1.1826
0.4599	0.7060	850	1.2522	0.3718	1.2522	1.1190
0.4599	0.7076	852	1.2196	0.3718	1.2196	1.1044
0.4599	0.7093	854	1.1127	0.4375	1.1127	1.0548
0.4599	0.7110	856	1.1036	0.4064	1.1036	1.0505
0.4599	0.7126	858	1.1138	0.4605	1.1138	1.0554
0.4599	0.7143	860	1.1664	0.4052	1.1664	1.0800
0.4599	0.7159	862	1.2643	0.4073	1.2643	1.1244
0.4599	0.7176	864	1.2505	0.4449	1.2505	1.1183
0.4599	0.7193	866	1.1714	0.5225	1.1714	1.0823
0.4599	0.7209	868	1.0629	0.5244	1.0629	1.0310
0.4599	0.7226	870	0.9569	0.5537	0.9569	0.9782
0.4599	0.7243	872	0.8924	0.5955	0.8924	0.9447
0.4599	0.7259	874	0.9329	0.5920	0.9329	0.9659
0.4599	0.7276	876	1.0403	0.5488	1.0403	1.0199
0.4599	0.7292	878	1.2656	0.4248	1.2656	1.1250
0.4599	0.7309	880	1.4434	0.3312	1.4434	1.2014
0.4599	0.7326	882	1.4546	0.3312	1.4546	1.2061
0.4599	0.7342	884	1.3065	0.4403	1.3065	1.1430
0.4599	0.7359	886	1.0644	0.5449	1.0644	1.0317
0.4599	0.7375	888	0.9035	0.6092	0.9035	0.9505
0.4599	0.7392	890	0.8871	0.5909	0.8871	0.9419
0.4599	0.7409	892	0.9769	0.55	0.9769	0.9884
0.4599	0.7425	894	1.1593	0.4803	1.1593	1.0767
0.4599	0.7442	896	1.2642	0.3553	1.2642	1.1244
0.4599	0.7458	898	1.3202	0.3166	1.3202	1.1490
0.4599	0.7475	900	1.3023	0.3631	1.3023	1.1412
0.4599	0.7492	902	1.3751	0.2520	1.3751	1.1726
0.4599	0.7508	904	1.5841	0.2179	1.5841	1.2586
0.4599	0.7525	906	1.7613	0.2220	1.7613	1.3271
0.4599	0.7542	908	1.8254	0.2220	1.8254	1.3511
0.4599	0.7558	910	1.6741	0.2220	1.6741	1.2939
0.4599	0.7575	912	1.5027	0.2955	1.5027	1.2258
0.4599	0.7591	914	1.3480	0.3193	1.3480	1.1610
0.4599	0.7608	916	1.2816	0.3945	1.2816	1.1321
0.4599	0.7625	918	1.3480	0.3553	1.3480	1.1610
0.4599	0.7641	920	1.5514	0.2693	1.5514	1.2456
0.4599	0.7658	922	1.6371	0.2573	1.6371	1.2795
0.4599	0.7674	924	1.7142	0.2393	1.7142	1.3093
0.4599	0.7691	926	1.6891	0.2393	1.6891	1.2997
0.4599	0.7708	928	1.5449	0.2693	1.5449	1.2430
0.4599	0.7724	930	1.3204	0.4072	1.3204	1.1491
0.4599	0.7741	932	1.2353	0.4220	1.2353	1.1114
0.4599	0.7757	934	1.2907	0.4224	1.2907	1.1361
0.4599	0.7774	936	1.4859	0.2955	1.4859	1.2190
0.4599	0.7791	938	1.7513	0.2821	1.7513	1.3234
0.4599	0.7807	940	1.8374	0.2821	1.8374	1.3555
0.4599	0.7824	942	1.7634	0.2821	1.7634	1.3279
0.4599	0.7841	944	1.5672	0.2693	1.5672	1.2519
0.4599	0.7857	946	1.3622	0.3919	1.3622	1.1671
0.4599	0.7874	948	1.2221	0.4224	1.2221	1.1055
0.4599	0.7890	950	1.1667	0.4643	1.1667	1.0802
0.4599	0.7907	952	1.2724	0.4637	1.2724	1.1280
0.4599	0.7924	954	1.5350	0.3461	1.5350	1.2390
0.4599	0.7940	956	1.8271	0.2821	1.8271	1.3517
0.4599	0.7957	958	1.9056	0.2430	1.9056	1.3804
0.4599	0.7973	960	1.7299	0.2821	1.7299	1.3153
0.4599	0.7990	962	1.4552	0.3539	1.4552	1.2063
0.4599	0.8007	964	1.4030	0.3740	1.4030	1.1845
0.4599	0.8023	966	1.4443	0.3753	1.4443	1.2018
0.4599	0.8040	968	1.4717	0.3182	1.4717	1.2131
0.4599	0.8056	970	1.5283	0.2983	1.5283	1.2362
0.4599	0.8073	972	1.4651	0.3389	1.4651	1.2104
0.4599	0.8090	974	1.4208	0.3368	1.4208	1.1920
0.4599	0.8106	976	1.3957	0.3368	1.3957	1.1814
0.4599	0.8123	978	1.3408	0.3712	1.3408	1.1579
0.4599	0.8140	980	1.3997	0.3522	1.3997	1.1831
0.4599	0.8156	982	1.5367	0.3312	1.5367	1.2396
0.4599	0.8173	984	1.6840	0.3136	1.6840	1.2977
0.4599	0.8189	986	1.6779	0.2855	1.6779	1.2953
0.4599	0.8206	988	1.5630	0.3461	1.5630	1.2502
0.4599	0.8223	990	1.3829	0.3797	1.3829	1.1760
0.4599	0.8239	992	1.3360	0.4375	1.3360	1.1558
0.4599	0.8256	994	1.3473	0.4023	1.3473	1.1607
0.4599	0.8272	996	1.4269	0.3111	1.4269	1.1945
0.4599	0.8289	998	1.6435	0.2607	1.6435	1.2820
0.1165	0.8306	1000	1.8781	0.2095	1.8781	1.3704
0.1165	0.8322	1002	1.9839	0.2095	1.9839	1.4085
0.1165	0.8339	1004	1.9528	0.2259	1.9528	1.3974
0.1165	0.8355	1006	1.6930	0.2607	1.6930	1.3012
0.1165	0.8372	1008	1.3862	0.3031	1.3862	1.1774
0.1165	0.8389	1010	1.2307	0.3733	1.2307	1.1094
0.1165	0.8405	1012	1.2149	0.3462	1.2149	1.1022
0.1165	0.8422	1014	1.2548	0.3462	1.2548	1.1202
0.1165	0.8439	1016	1.3362	0.3219	1.3362	1.1559
0.1165	0.8455	1018	1.5499	0.3312	1.5499	1.2449
0.1165	0.8472	1020	1.7680	0.2607	1.7680	1.3297
0.1165	0.8488	1022	1.7627	0.2430	1.7627	1.3277
0.1165	0.8505	1024	1.6236	0.3333	1.6236	1.2742
0.1165	0.8522	1026	1.4091	0.3522	1.4091	1.1871
0.1165	0.8538	1028	1.3173	0.3639	1.3173	1.1477
0.1165	0.8555	1030	1.3377	0.3654	1.3377	1.1566
0.1165	0.8571	1032	1.3324	0.3654	1.3324	1.1543
0.1165	0.8588	1034	1.3758	0.3522	1.3758	1.1729
0.1165	0.8605	1036	1.4029	0.3522	1.4029	1.1844
0.1165	0.8621	1038	1.3437	0.3639	1.3437	1.1592
0.1165	0.8638	1040	1.3415	0.3639	1.3415	1.1582
0.1165	0.8654	1042	1.4212	0.3639	1.4212	1.1922
0.1165	0.8671	1044	1.4946	0.3389	1.4946	1.2225
0.1165	0.8688	1046	1.4747	0.3347	1.4747	1.2144
0.1165	0.8704	1048	1.3373	0.2795	1.3373	1.1564
0.1165	0.8721	1050	1.2205	0.3044	1.2205	1.1048
0.1165	0.8738	1052	1.2210	0.3044	1.2210	1.1050
0.1165	0.8754	1054	1.2442	0.2874	1.2442	1.1154
0.1165	0.8771	1056	1.2800	0.3193	1.2800	1.1314
0.1165	0.8787	1058	1.2207	0.3874	1.2207	1.1048
0.1165	0.8804	1060	1.1325	0.4504	1.1325	1.0642
0.1165	0.8821	1062	1.1227	0.4504	1.1227	1.0596
0.1165	0.8837	1064	1.2150	0.4504	1.2150	1.1023
0.1165	0.8854	1066	1.3060	0.4008	1.3060	1.1428
0.1165	0.8870	1068	1.2995	0.3462	1.2995	1.1400
0.1165	0.8887	1070	1.3141	0.3057	1.3141	1.1463
0.1165	0.8904	1072	1.2596	0.4113	1.2596	1.1223
0.1165	0.8920	1074	1.3231	0.3974	1.3231	1.1503
0.1165	0.8937	1076	1.5375	0.3312	1.5375	1.2399
0.1165	0.8953	1078	1.9336	0.2937	1.9336	1.3906
0.1165	0.8970	1080	2.2118	0.2617	2.2118	1.4872
0.1165	0.8987	1082	2.4332	0.2862	2.4332	1.5599
0.1165	0.9003	1084	2.4574	0.2862	2.4574	1.5676
0.1165	0.9020	1086	2.2759	0.3007	2.2759	1.5086
0.1165	0.9037	1088	1.9204	0.2688	1.9204	1.3858
0.1165	0.9053	1090	1.7846	0.3093	1.7846	1.3359
0.1165	0.9070	1092	1.8599	0.2705	1.8599	1.3638
0.1165	0.9086	1094	1.9141	0.2416	1.9141	1.3835
0.1165	0.9103	1096	1.7765	0.3136	1.7765	1.3329
0.1165	0.9120	1098	1.6837	0.3136	1.6837	1.2976
0.1165	0.9136	1100	1.6991	0.3136	1.6991	1.3035
0.1165	0.9153	1102	1.7455	0.3136	1.7455	1.3212
0.1165	0.9169	1104	1.8267	0.2732	1.8267	1.3515
0.1165	0.9186	1106	1.7760	0.3136	1.7760	1.3327
0.1165	0.9203	1108	1.7982	0.3136	1.7982	1.3410
0.1165	0.9219	1110	1.7526	0.3136	1.7526	1.3239
0.1165	0.9236	1112	1.5850	0.3539	1.5850	1.2590
0.1165	0.9252	1114	1.3999	0.4141	1.3999	1.1832
0.1165	0.9269	1116	1.3503	0.4141	1.3503	1.1620
0.1165	0.9286	1118	1.4812	0.3639	1.4812	1.2170
0.1165	0.9302	1120	1.6165	0.3136	1.6165	1.2714
0.1165	0.9319	1122	1.7265	0.3136	1.7265	1.3139
0.1165	0.9336	1124	1.7534	0.3136	1.7534	1.3242
0.1165	0.9352	1126	1.6318	0.3136	1.6318	1.2774
0.1165	0.9369	1128	1.4796	0.3290	1.4796	1.2164
0.1165	0.9385	1130	1.3488	0.3747	1.3488	1.1614
0.1165	0.9402	1132	1.3515	0.3747	1.3515	1.1626
0.1165	0.9419	1134	1.4458	0.3654	1.4458	1.2024
0.1165	0.9435	1136	1.4701	0.3668	1.4701	1.2125
0.1165	0.9452	1138	1.4746	0.4023	1.4746	1.2143
0.1165	0.9468	1140	1.5598	0.3808	1.5598	1.2489
0.1165	0.9485	1142	1.6703	0.2732	1.6703	1.2924
0.1165	0.9502	1144	1.6603	0.2607	1.6603	1.2885
0.1165	0.9518	1146	1.5818	0.2983	1.5818	1.2577
0.1165	0.9535	1148	1.5065	0.3808	1.5065	1.2274
0.1165	0.9551	1150	1.3634	0.4150	1.3634	1.1676
0.1165	0.9568	1152	1.3036	0.4375	1.3036	1.1418
0.1165	0.9585	1154	1.4505	0.3934	1.4505	1.2044
0.1165	0.9601	1156	1.6994	0.2820	1.6994	1.3036
0.1165	0.9618	1158	1.7503	0.2820	1.7503	1.3230
0.1165	0.9635	1160	1.5330	0.3010	1.5330	1.2382
0.1165	0.9651	1162	1.3515	0.4733	1.3515	1.1625
0.1165	0.9668	1164	1.0894	0.4406	1.0894	1.0438
0.1165	0.9684	1166	0.9286	0.5402	0.9286	0.9636
0.1165	0.9701	1168	0.8957	0.5143	0.8957	0.9464
0.1165	0.9718	1170	0.9710	0.4969	0.9710	0.9854
0.1165	0.9734	1172	1.1772	0.4881	1.1772	1.0850
0.1165	0.9751	1174	1.4711	0.3587	1.4711	1.2129
0.1165	0.9767	1176	1.6202	0.2945	1.6202	1.2729
0.1165	0.9784	1178	1.5753	0.3111	1.5753	1.2551
0.1165	0.9801	1180	1.4523	0.3290	1.4523	1.2051
0.1165	0.9817	1182	1.4656	0.3157	1.4656	1.2106
0.1165	0.9834	1184	1.4775	0.3182	1.4775	1.2155
0.1165	0.9850	1186	1.3952	0.3504	1.3952	1.1812
0.1165	0.9867	1188	1.3281	0.3402	1.3281	1.1524
0.1165	0.9884	1190	1.3740	0.3244	1.3740	1.1722
0.1165	0.9900	1192	1.4303	0.3504	1.4303	1.1959
0.1165	0.9917	1194	1.6438	0.2983	1.6438	1.2821
0.1165	0.9934	1196	1.7442	0.2821	1.7442	1.3207
0.1165	0.9950	1198	1.7452	0.2430	1.7452	1.3211
0.1165	0.9967	1200	1.7325	0.2430	1.7325	1.3163
0.1165	0.9983	1202	1.7227	0.2430	1.7227	1.3125
0.1165	1.0	1204	1.7092	0.2430	1.7092	1.3074
0.1165	1.0017	1206	1.7293	0.2393	1.7293	1.3150
0.1165	1.0033	1208	1.7187	0.2393	1.7187	1.3110
0.1165	1.0050	1210	1.6175	0.2791	1.6175	1.2718
0.1165	1.0066	1212	1.4779	0.3268	1.4779	1.2157
0.1165	1.0083	1214	1.3673	0.2908	1.3673	1.1693
0.1165	1.0100	1216	1.3072	0.3462	1.3072	1.1433
0.1165	1.0116	1218	1.2745	0.3553	1.2745	1.1289
0.1165	1.0133	1220	1.3334	0.3402	1.3334	1.1547
0.1165	1.0150	1222	1.4705	0.2830	1.4705	1.2126
0.1165	1.0166	1224	1.6489	0.2791	1.6489	1.2841
0.1165	1.0183	1226	1.7108	0.2791	1.7108	1.3080
0.1165	1.0199	1228	1.6511	0.2791	1.6511	1.2849
0.1165	1.0216	1230	1.5021	0.2895	1.5021	1.2256
0.1165	1.0233	1232	1.3886	0.3250	1.3886	1.1784
0.1165	1.0249	1234	1.4283	0.3250	1.4283	1.1951
0.1165	1.0266	1236	1.5396	0.3621	1.5396	1.2408
0.1165	1.0282	1238	1.5343	0.3621	1.5343	1.2387
0.1165	1.0299	1240	1.5681	0.2983	1.5681	1.2522
0.1165	1.0316	1242	1.4819	0.3621	1.4819	1.2174
0.1165	1.0332	1244	1.3555	0.3682	1.3555	1.1643
0.1165	1.0349	1246	1.3228	0.3402	1.3228	1.1501
0.1165	1.0365	1248	1.4511	0.3504	1.4511	1.2046
0.1165	1.0382	1250	1.6968	0.2791	1.6968	1.3026
0.1165	1.0399	1252	1.9146	0.2393	1.9146	1.3837
0.1165	1.0415	1254	1.8890	0.2393	1.8890	1.3744
0.1165	1.0432	1256	1.7022	0.2791	1.7022	1.3047
0.1165	1.0449	1258	1.6313	0.2983	1.6313	1.2772
0.1165	1.0465	1260	1.5918	0.2983	1.5918	1.2617
0.1165	1.0482	1262	1.5003	0.3301	1.5003	1.2249
0.1165	1.0498	1264	1.4408	0.3250	1.4408	1.2004
0.1165	1.0515	1266	1.4579	0.3250	1.4579	1.2074
0.1165	1.0532	1268	1.5727	0.2727	1.5727	1.2541
0.1165	1.0548	1270	1.7107	0.2791	1.7107	1.3079
0.1165	1.0565	1272	1.7660	0.2791	1.7660	1.3289
0.1165	1.0581	1274	1.8081	0.2393	1.8081	1.3447
0.1165	1.0598	1276	1.9034	0.2393	1.9034	1.3796
0.1165	1.0615	1278	1.9650	0.2430	1.9650	1.4018
0.1165	1.0631	1280	1.8606	0.2393	1.8606	1.3640
0.1165	1.0648	1282	1.6936	0.2791	1.6936	1.3014
0.1165	1.0664	1284	1.5014	0.2859	1.5014	1.2253
0.1165	1.0681	1286	1.4251	0.3268	1.4251	1.1938
0.1165	1.0698	1288	1.5271	0.3111	1.5271	1.2357
0.1165	1.0714	1290	1.6738	0.2791	1.6738	1.2938
0.1165	1.0731	1292	1.7155	0.2791	1.7155	1.3098
0.1165	1.0748	1294	1.6259	0.2791	1.6259	1.2751
0.1165	1.0764	1296	1.5910	0.2791	1.5910	1.2613
0.1165	1.0781	1298	1.5154	0.2693	1.5154	1.2310
0.1165	1.0797	1300	1.5297	0.2895	1.5297	1.2368
0.1165	1.0814	1302	1.5595	0.2955	1.5595	1.2488
0.1165	1.0831	1304	1.6195	0.2791	1.6195	1.2726
0.1165	1.0847	1306	1.7678	0.2821	1.7678	1.3296
0.1165	1.0864	1308	1.8702	0.2466	1.8702	1.3675
0.1165	1.0880	1310	1.8268	0.2466	1.8268	1.3516
0.1165	1.0897	1312	1.6655	0.2518	1.6655	1.2905
0.1165	1.0914	1314	1.5774	0.3086	1.5774	1.2559
0.1165	1.0930	1316	1.6023	0.3333	1.6023	1.2658
0.1165	1.0947	1318	1.6874	0.2393	1.6874	1.2990
0.1165	1.0963	1320	1.7663	0.2466	1.7663	1.3290
0.1165	1.0980	1322	1.8013	0.2466	1.8013	1.3421
0.1165	1.0997	1324	1.9196	0.2466	1.9196	1.3855
0.1165	1.1013	1326	1.8624	0.2466	1.8624	1.3647
0.1165	1.1030	1328	1.8040	0.2466	1.8040	1.3431
0.1165	1.1047	1330	1.7566	0.2430	1.7566	1.3254
0.1165	1.1063	1332	1.7542	0.2430	1.7542	1.3245
0.1165	1.1080	1334	1.8388	0.2466	1.8388	1.3560
0.1165	1.1096	1336	1.8511	0.2466	1.8511	1.3605
0.1165	1.1113	1338	1.8698	0.2466	1.8698	1.3674
0.1165	1.1130	1340	1.9648	0.25	1.9648	1.4017
0.1165	1.1146	1342	1.9209	0.2466	1.9209	1.3860
0.1165	1.1163	1344	1.7660	0.2430	1.7660	1.3289
0.1165	1.1179	1346	1.6300	0.3205	1.6300	1.2767
0.1165	1.1196	1348	1.6010	0.3205	1.6010	1.2653
0.1165	1.1213	1350	1.6721	0.2791	1.6721	1.2931
0.1165	1.1229	1352	1.7682	0.2430	1.7682	1.3297
0.1165	1.1246	1354	1.7474	0.2430	1.7474	1.3219
0.1165	1.1262	1356	1.7346	0.2430	1.7346	1.3170
0.1165	1.1279	1358	1.7297	0.2791	1.7297	1.3152
0.1165	1.1296	1360	1.7550	0.2430	1.7550	1.3248
0.1165	1.1312	1362	1.8058	0.2430	1.8058	1.3438
0.1165	1.1329	1364	1.7504	0.2821	1.7504	1.3230
0.1165	1.1346	1366	1.6011	0.2791	1.6011	1.2653
0.1165	1.1362	1368	1.5398	0.3404	1.5398	1.2409
0.1165	1.1379	1370	1.4340	0.3602	1.4340	1.1975
0.1165	1.1395	1372	1.3419	0.4141	1.3419	1.1584
0.1165	1.1412	1374	1.2892	0.4756	1.2892	1.1354
0.1165	1.1429	1376	1.3177	0.4614	1.3177	1.1479
0.1165	1.1445	1378	1.3611	0.3808	1.3611	1.1667
0.1165	1.1462	1380	1.4807	0.3617	1.4807	1.2169
0.1165	1.1478	1382	1.5483	0.3422	1.5483	1.2443
0.1165	1.1495	1384	1.4966	0.3422	1.4966	1.2234
0.1165	1.1512	1386	1.3335	0.4281	1.3335	1.1548
0.1165	1.1528	1388	1.1564	0.5104	1.1564	1.0753
0.1165	1.1545	1390	1.1064	0.5251	1.1064	1.0518
0.1165	1.1561	1392	1.1675	0.5089	1.1675	1.0805
0.1165	1.1578	1394	1.3362	0.4402	1.3362	1.1559
0.1165	1.1595	1396	1.5919	0.3868	1.5919	1.2617
0.1165	1.1611	1398	1.7024	0.3422	1.7024	1.3048
0.1165	1.1628	1400	1.7135	0.3422	1.7135	1.3090
0.1165	1.1645	1402	1.6235	0.3542	1.6235	1.2742
0.1165	1.1661	1404	1.4362	0.4071	1.4362	1.1984
0.1165	1.1678	1406	1.3615	0.4281	1.3615	1.1668
0.1165	1.1694	1408	1.3358	0.4950	1.3358	1.1558
0.1165	1.1711	1410	1.4067	0.4071	1.4067	1.1861
0.1165	1.1728	1412	1.5356	0.3422	1.5356	1.2392
0.1165	1.1744	1414	1.6971	0.3422	1.6971	1.3027
0.1165	1.1761	1416	1.7030	0.3422	1.7030	1.3050
0.1165	1.1777	1418	1.5669	0.375	1.5669	1.2517
0.1165	1.1794	1420	1.4369	0.3868	1.4369	1.1987
0.1165	1.1811	1422	1.3736	0.4065	1.3736	1.1720
0.1165	1.1827	1424	1.2996	0.4627	1.2996	1.1400
0.1165	1.1844	1426	1.2543	0.5089	1.2543	1.1200
0.1165	1.1860	1428	1.3500	0.4402	1.3500	1.1619
0.1165	1.1877	1430	1.4990	0.375	1.4990	1.2243
0.1165	1.1894	1432	1.5406	0.375	1.5406	1.2412
0.1165	1.1910	1434	1.5094	0.3868	1.5094	1.2286
0.1165	1.1927	1436	1.3986	0.3859	1.3986	1.1826
0.1165	1.1944	1438	1.3428	0.4187	1.3428	1.1588
0.1165	1.1960	1440	1.3697	0.3979	1.3697	1.1703
0.1165	1.1977	1442	1.4434	0.3979	1.4434	1.2014
0.1165	1.1993	1444	1.5963	0.375	1.5963	1.2635
0.1165	1.2010	1446	1.6805	0.375	1.6805	1.2963
0.1165	1.2027	1448	1.6895	0.375	1.6895	1.2998
0.1165	1.2043	1450	1.6999	0.375	1.6999	1.3038
0.1165	1.2060	1452	1.6085	0.375	1.6085	1.2683
0.1165	1.2076	1454	1.4234	0.3859	1.4234	1.1930
0.1165	1.2093	1456	1.1967	0.4655	1.1967	1.0939
0.1165	1.2110	1458	1.1086	0.4408	1.1086	1.0529
0.1165	1.2126	1460	1.1061	0.4408	1.1061	1.0517
0.1165	1.2143	1462	1.1639	0.4655	1.1639	1.0788
0.1165	1.2159	1464	1.2642	0.4405	1.2642	1.1244
0.1165	1.2176	1466	1.3387	0.4375	1.3387	1.1570
0.1165	1.2193	1468	1.4013	0.3942	1.4013	1.1838
0.1165	1.2209	1470	1.4284	0.375	1.4284	1.1952
0.1165	1.2226	1472	1.3631	0.4150	1.3631	1.1675
0.1165	1.2243	1474	1.3500	0.4150	1.3500	1.1619
0.1165	1.2259	1476	1.3606	0.4150	1.3606	1.1664
0.1165	1.2276	1478	1.3702	0.4281	1.3702	1.1706
0.1165	1.2292	1480	1.4328	0.3868	1.4328	1.1970
0.1165	1.2309	1482	1.5871	0.3868	1.5871	1.2598
0.1165	1.2326	1484	1.7902	0.3285	1.7902	1.3380
0.1165	1.2342	1486	1.8684	0.3285	1.8684	1.3669
0.1165	1.2359	1488	1.7810	0.3673	1.7810	1.3345
0.1165	1.2375	1490	1.5116	0.4310	1.5116	1.2295
0.1165	1.2392	1492	1.2789	0.5190	1.2789	1.1309
0.1165	1.2409	1494	1.0900	0.5688	1.0900	1.0440
0.1165	1.2425	1496	0.9151	0.5854	0.9151	0.9566
0.1165	1.2442	1498	0.9013	0.5743	0.9013	0.9494
0.0748	1.2458	1500	0.9894	0.5709	0.9894	0.9947
0.0748	1.2475	1502	1.1125	0.5567	1.1125	1.0548
0.0748	1.2492	1504	1.1452	0.5341	1.1452	1.0702
0.0748	1.2508	1506	1.2026	0.4632	1.2026	1.0966
0.0748	1.2525	1508	1.2060	0.4881	1.2060	1.0982
0.0748	1.2542	1510	1.1817	0.4881	1.1817	1.0870
0.0748	1.2558	1512	1.1755	0.4649	1.1755	1.0842
0.0748	1.2575	1514	1.1899	0.4767	1.1899	1.0908
0.0748	1.2591	1516	1.1326	0.4538	1.1326	1.0643
0.0748	1.2608	1518	1.1051	0.4538	1.1051	1.0513
0.0748	1.2625	1520	1.0929	0.4538	1.0929	1.0454
0.0748	1.2641	1522	1.0963	0.4767	1.0963	1.0470
0.0748	1.2658	1524	1.0364	0.4671	1.0364	1.0180
0.0748	1.2674	1526	0.9696	0.5358	0.9696	0.9847
0.0748	1.2691	1528	0.9054	0.5641	0.9054	0.9516
0.0748	1.2708	1530	0.8535	0.5773	0.8535	0.9238
0.0748	1.2724	1532	0.8577	0.5773	0.8577	0.9261
0.0748	1.2741	1534	0.9294	0.5634	0.9294	0.9641
0.0748	1.2757	1536	1.0130	0.5871	1.0130	1.0065
0.0748	1.2774	1538	1.1130	0.5843	1.1130	1.0550
0.0748	1.2791	1540	1.1019	0.5843	1.1019	1.0497
0.0748	1.2807	1542	0.9690	0.5871	0.9690	0.9844
0.0748	1.2824	1544	0.8971	0.6061	0.8971	0.9472
0.0748	1.2841	1546	0.9191	0.5613	0.9191	0.9587
0.0748	1.2857	1548	0.9068	0.5676	0.9068	0.9523
0.0748	1.2874	1550	0.9373	0.5527	0.9373	0.9682
0.0748	1.2890	1552	1.0418	0.4813	1.0418	1.0207
0.0748	1.2907	1554	1.1696	0.4860	1.1696	1.0815
0.0748	1.2924	1556	1.2319	0.4851	1.2319	1.1099
0.0748	1.2940	1558	1.1854	0.4851	1.1854	1.0888
0.0748	1.2957	1560	1.0538	0.5382	1.0538	1.0265
0.0748	1.2973	1562	0.9408	0.6019	0.9408	0.9699
0.0748	1.2990	1564	0.8493	0.5864	0.8493	0.9216
0.0748	1.3007	1566	0.8127	0.6098	0.8127	0.9015
0.0748	1.3023	1568	0.8120	0.6300	0.8120	0.9011
0.0748	1.3040	1570	0.8301	0.6450	0.8301	0.9111
0.0748	1.3056	1572	0.9455	0.5871	0.9455	0.9724
0.0748	1.3073	1574	1.0303	0.5871	1.0303	1.0150
0.0748	1.3090	1576	1.0581	0.5871	1.0581	1.0286
0.0748	1.3106	1578	1.0869	0.5663	1.0869	1.0425
0.0748	1.3123	1580	1.0183	0.5663	1.0183	1.0091
0.0748	1.3140	1582	0.9580	0.5663	0.9580	0.9788
0.0748	1.3156	1584	0.9120	0.5488	0.9120	0.9550
0.0748	1.3173	1586	0.9484	0.5488	0.9484	0.9739
0.0748	1.3189	1588	0.9574	0.6019	0.9574	0.9785
0.0748	1.3206	1590	0.9810	0.6019	0.9811	0.9905
0.0748	1.3223	1592	1.0428	0.5488	1.0428	1.0212
0.0748	1.3239	1594	1.0721	0.5649	1.0721	1.0354
0.0748	1.3256	1596	1.1080	0.5649	1.1080	1.0526
0.0748	1.3272	1598	1.1847	0.4846	1.1847	1.0885
0.0748	1.3289	1600	1.2494	0.4846	1.2494	1.1178
0.0748	1.3306	1602	1.3506	0.4452	1.3506	1.1622
0.0748	1.3322	1604	1.4705	0.3853	1.4705	1.2126
0.0748	1.3339	1606	1.5167	0.3853	1.5167	1.2315
0.0748	1.3355	1608	1.4505	0.3831	1.4505	1.2043
0.0748	1.3372	1610	1.3144	0.3779	1.3144	1.1465
0.0748	1.3389	1612	1.1637	0.3612	1.1637	1.0787
0.0748	1.3405	1614	1.0608	0.3883	1.0608	1.0300
0.0748	1.3422	1616	1.0253	0.4057	1.0253	1.0126
0.0748	1.3439	1618	1.0211	0.4643	1.0211	1.0105
0.0748	1.3455	1620	1.0604	0.5785	1.0604	1.0298
0.0748	1.3472	1622	1.1935	0.5299	1.1935	1.0925
0.0748	1.3488	1624	1.2763	0.5299	1.2763	1.1297
0.0748	1.3505	1626	1.3488	0.4499	1.3488	1.1614
0.0748	1.3522	1628	1.3731	0.4499	1.3731	1.1718
0.0748	1.3538	1630	1.4576	0.4375	1.4576	1.2073
0.0748	1.3555	1632	1.4182	0.4375	1.4182	1.1909
0.0748	1.3571	1634	1.3947	0.4825	1.3947	1.1810
0.0748	1.3588	1636	1.3882	0.4950	1.3882	1.1782
0.0748	1.3605	1638	1.3893	0.4706	1.3893	1.1787
0.0748	1.3621	1640	1.3901	0.4713	1.3901	1.1790
0.0748	1.3638	1642	1.4100	0.4213	1.4100	1.1874
0.0748	1.3654	1644	1.4735	0.3842	1.4735	1.2139
0.0748	1.3671	1646	1.5806	0.3205	1.5806	1.2572
0.0748	1.3688	1648	1.6437	0.3205	1.6437	1.2821
0.0748	1.3704	1650	1.6107	0.3205	1.6107	1.2691
0.0748	1.3721	1652	1.5286	0.3621	1.5286	1.2364
0.0748	1.3738	1654	1.4416	0.3831	1.4416	1.2007
0.0748	1.3754	1656	1.4356	0.3976	1.4356	1.1981
0.0748	1.3771	1658	1.4392	0.4476	1.4392	1.1997
0.0748	1.3787	1660	1.5406	0.4029	1.5406	1.2412
0.0748	1.3804	1662	1.7091	0.2607	1.7091	1.3073
0.0748	1.3821	1664	1.7751	0.2705	1.7751	1.3323
0.0748	1.3837	1666	1.7172	0.3542	1.7172	1.3104
0.0748	1.3854	1668	1.6030	0.3859	1.6030	1.2661
0.0748	1.3870	1670	1.4739	0.3859	1.4739	1.2140
0.0748	1.3887	1672	1.3643	0.4950	1.3643	1.1680
0.0748	1.3904	1674	1.3481	0.4950	1.3481	1.1611
0.0748	1.3920	1676	1.3995	0.4706	1.3995	1.1830
0.0748	1.3937	1678	1.5266	0.3205	1.5266	1.2356
0.0748	1.3953	1680	1.5680	0.3205	1.5680	1.2522
0.0748	1.3970	1682	1.5881	0.3205	1.5881	1.2602
0.0748	1.3987	1684	1.6578	0.3205	1.6578	1.2875
0.0748	1.4003	1686	1.6720	0.3205	1.6720	1.2931
0.0748	1.4020	1688	1.6343	0.3205	1.6343	1.2784
0.0748	1.4037	1690	1.5511	0.3636	1.5511	1.2454
0.0748	1.4053	1692	1.4580	0.3605	1.4580	1.2075
0.0748	1.4070	1694	1.4511	0.4110	1.4511	1.2046
0.0748	1.4086	1696	1.5447	0.3636	1.5447	1.2429
0.0748	1.4103	1698	1.6597	0.2607	1.6597	1.2883
0.0748	1.4120	1700	1.7148	0.2607	1.7148	1.3095
0.0748	1.4136	1702	1.6456	0.3010	1.6456	1.2828
0.0748	1.4153	1704	1.5021	0.3605	1.5021	1.2256
0.0748	1.4169	1706	1.3697	0.3276	1.3697	1.1704
0.0748	1.4186	1708	1.3649	0.2985	1.3649	1.1683
0.0748	1.4203	1710	1.4204	0.3276	1.4204	1.1918
0.0748	1.4219	1712	1.4466	0.3276	1.4466	1.2027
0.0748	1.4236	1714	1.5161	0.3571	1.5161	1.2313
0.0748	1.4252	1716	1.6545	0.3010	1.6545	1.2863
0.0748	1.4269	1718	1.7791	0.2430	1.7791	1.3338
0.0748	1.4286	1720	1.7741	0.2430	1.7741	1.3319
0.0748	1.4302	1722	1.7304	0.2821	1.7304	1.3154
0.0748	1.4319	1724	1.6305	0.3010	1.6305	1.2769
0.0748	1.4336	1726	1.4698	0.3727	1.4698	1.2124
0.0748	1.4352	1728	1.3511	0.3682	1.3511	1.1624
0.0748	1.4369	1730	1.3518	0.3402	1.3518	1.1627
0.0748	1.4385	1732	1.4319	0.3697	1.4319	1.1966
0.0748	1.4402	1734	1.4283	0.3727	1.4283	1.1951
0.0748	1.4419	1736	1.3888	0.3268	1.3888	1.1785
0.0748	1.4435	1738	1.2815	0.4375	1.2815	1.1320
0.0748	1.4452	1740	1.2089	0.4765	1.2089	1.0995
0.0748	1.4468	1742	1.1677	0.4773	1.1677	1.0806
0.0748	1.4485	1744	1.2148	0.4375	1.2148	1.1022
0.0748	1.4502	1746	1.3837	0.4154	1.3837	1.1763
0.0748	1.4518	1748	1.6151	0.3354	1.6151	1.2709
0.0748	1.4535	1750	1.8132	0.2586	1.8132	1.3466
0.0748	1.4551	1752	1.8343	0.2259	1.8343	1.3544
0.0748	1.4568	1754	1.7471	0.3159	1.7471	1.3218
0.0748	1.4585	1756	1.5624	0.3354	1.5624	1.2500
0.0748	1.4601	1758	1.3402	0.4248	1.3402	1.1577
0.0748	1.4618	1760	1.1766	0.4375	1.1766	1.0847
0.0748	1.4635	1762	1.1445	0.4375	1.1445	1.0698
0.0748	1.4651	1764	1.1113	0.4375	1.1113	1.0542
0.0748	1.4668	1766	1.0888	0.4783	1.0888	1.0435
0.0748	1.4684	1768	1.1607	0.4844	1.1607	1.0773
0.0748	1.4701	1770	1.2718	0.4375	1.2718	1.1277
0.0748	1.4718	1772	1.3414	0.4248	1.3414	1.1582
0.0748	1.4734	1774	1.2816	0.4375	1.2816	1.1321
0.0748	1.4751	1776	1.2509	0.4375	1.2509	1.1184
0.0748	1.4767	1778	1.1715	0.4854	1.1715	1.0824
0.0748	1.4784	1780	1.0986	0.5225	1.0986	1.0481
0.0748	1.4801	1782	1.1034	0.5225	1.1034	1.0504
0.0748	1.4817	1784	1.1246	0.5225	1.1246	1.0605
0.0748	1.4834	1786	1.1732	0.5191	1.1732	1.0831
0.0748	1.4850	1788	1.2713	0.4375	1.2713	1.1275
0.0748	1.4867	1790	1.4308	0.4121	1.4308	1.1961
0.0748	1.4884	1792	1.5867	0.3904	1.5867	1.2596
0.0748	1.4900	1794	1.7285	0.3495	1.7285	1.3147
0.0748	1.4917	1796	1.8144	0.3159	1.8144	1.3470
0.0748	1.4934	1798	1.7491	0.3159	1.7491	1.3225
0.0748	1.4950	1800	1.5733	0.4375	1.5733	1.2543
0.0748	1.4967	1802	1.3441	0.4501	1.3441	1.1594
0.0748	1.4983	1804	1.1231	0.4903	1.1231	1.0598
0.0748	1.5	1806	1.0001	0.5874	1.0001	1.0001
0.0748	1.5017	1808	0.9699	0.5874	0.9699	0.9848
0.0748	1.5033	1810	1.0025	0.5874	1.0025	1.0012
0.0748	1.5050	1812	1.0668	0.5702	1.0668	1.0329
0.0748	1.5066	1814	1.1998	0.5233	1.1998	1.0954
0.0748	1.5083	1816	1.3147	0.4841	1.3147	1.1466
0.0748	1.5100	1818	1.3456	0.4841	1.3456	1.1600
0.0748	1.5116	1820	1.3766	0.4501	1.3766	1.1733
0.0748	1.5133	1822	1.3842	0.4501	1.3842	1.1765
0.0748	1.5150	1824	1.3970	0.4834	1.3970	1.1820
0.0748	1.5166	1826	1.3722	0.4834	1.3722	1.1714
0.0748	1.5183	1828	1.2733	0.4962	1.2733	1.1284
0.0748	1.5199	1830	1.2266	0.4974	1.2266	1.1075
0.0748	1.5216	1832	1.1933	0.4974	1.1933	1.0924
0.0748	1.5233	1834	1.1640	0.4987	1.1640	1.0789
0.0748	1.5249	1836	1.1252	0.4756	1.1252	1.0607
0.0748	1.5266	1838	1.1352	0.4756	1.1352	1.0654
0.0748	1.5282	1840	1.1664	0.4987	1.1664	1.0800
0.0748	1.5299	1842	1.1345	0.4756	1.1345	1.0651
0.0748	1.5316	1844	1.1071	0.4773	1.1071	1.0522
0.0748	1.5332	1846	1.1209	0.4773	1.1209	1.0587
0.0748	1.5349	1848	1.0883	0.4529	1.0883	1.0432
0.0748	1.5365	1850	1.1114	0.4773	1.1114	1.0542
0.0748	1.5382	1852	1.1467	0.4765	1.1467	1.0708
0.0748	1.5399	1854	1.1395	0.5	1.1395	1.0675
0.0748	1.5415	1856	1.0891	0.4765	1.0891	1.0436
0.0748	1.5432	1858	1.0542	0.5028	1.0542	1.0267
0.0748	1.5449	1860	1.0120	0.5188	1.0120	1.0060
0.0748	1.5465	1862	1.0154	0.5169	1.0154	1.0077
0.0748	1.5482	1864	1.0810	0.4756	1.0810	1.0397
0.0748	1.5498	1866	1.1468	0.4504	1.1468	1.0709
0.0748	1.5515	1868	1.1530	0.4504	1.1530	1.0738
0.0748	1.5532	1870	1.1515	0.4860	1.1515	1.0731
0.0748	1.5548	1872	1.1502	0.4870	1.1502	1.0725
0.0748	1.5565	1874	1.1645	0.4506	1.1645	1.0791
0.0748	1.5581	1876	1.1491	0.5014	1.1491	1.0719
0.0748	1.5598	1878	1.1319	0.4792	1.1319	1.0639
0.0748	1.5615	1880	1.1339	0.4792	1.1339	1.0648
0.0748	1.5631	1882	1.1207	0.4792	1.1207	1.0586
0.0748	1.5648	1884	1.0571	0.5402	1.0571	1.0281
0.0748	1.5664	1886	1.0387	0.5402	1.0387	1.0192
0.0748	1.5681	1888	1.0088	0.5402	1.0088	1.0044
0.0748	1.5698	1890	0.9352	0.5859	0.9352	0.9671
0.0748	1.5714	1892	0.8339	0.5613	0.8339	0.9132
0.0748	1.5731	1894	0.7849	0.5613	0.7849	0.8860
0.0748	1.5748	1896	0.7657	0.5768	0.7657	0.8751
0.0748	1.5764	1898	0.8274	0.5613	0.8274	0.9096
0.0748	1.5781	1900	0.9653	0.5527	0.9653	0.9825
0.0748	1.5797	1902	1.0531	0.4955	1.0531	1.0262
0.0748	1.5814	1904	1.1148	0.4258	1.1148	1.0558
0.0748	1.5831	1906	1.1163	0.4529	1.1163	1.0566
0.0748	1.5847	1908	1.0723	0.4984	1.0723	1.0355
0.0748	1.5864	1910	1.0254	0.5143	1.0254	1.0126
0.0748	1.5880	1912	1.0109	0.5613	1.0109	1.0054
0.0748	1.5897	1914	0.9777	0.5613	0.9777	0.9888
0.0748	1.5914	1916	0.9529	0.5789	0.9529	0.9762
0.0748	1.5930	1918	0.9175	0.6014	0.9175	0.9578
0.0748	1.5947	1920	0.8607	0.5789	0.8607	0.9277
0.0748	1.5963	1922	0.8647	0.6014	0.8647	0.9299
0.0748	1.5980	1924	0.8467	0.6092	0.8467	0.9202
0.0748	1.5997	1926	0.8934	0.6092	0.8934	0.9452
0.0748	1.6013	1928	0.9856	0.6055	0.9856	0.9928
0.0748	1.6030	1930	1.0841	0.5129	1.0841	1.0412
0.0748	1.6047	1932	1.2252	0.4627	1.2252	1.1069
0.0748	1.6063	1934	1.2896	0.4501	1.2896	1.1356
0.0748	1.6080	1936	1.2603	0.4501	1.2603	1.1227
0.0748	1.6096	1938	1.1838	0.4627	1.1838	1.0880
0.0748	1.6113	1940	1.0820	0.5382	1.0820	1.0402
0.0748	1.6130	1942	0.9807	0.6055	0.9807	0.9903
0.0748	1.6146	1944	0.9703	0.6055	0.9703	0.9851
0.0748	1.6163	1946	1.0379	0.5382	1.0379	1.0188
0.0748	1.6179	1948	1.0866	0.5382	1.0866	1.0424
0.0748	1.6196	1950	1.1620	0.5013	1.1620	1.0780
0.0748	1.6213	1952	1.2685	0.4375	1.2685	1.1263
0.0748	1.6229	1954	1.3076	0.4375	1.3076	1.1435
0.0748	1.6246	1956	1.2464	0.4614	1.2464	1.1164
0.0748	1.6262	1958	1.1669	0.4375	1.1669	1.0802
0.0748	1.6279	1960	1.0889	0.4783	1.0889	1.0435
0.0748	1.6296	1962	1.0178	0.5106	1.0178	1.0089
0.0748	1.6312	1964	1.0075	0.5106	1.0075	1.0038
0.0748	1.6329	1966	1.0498	0.5331	1.0498	1.0246
0.0748	1.6346	1968	1.1463	0.4263	1.1463	1.0707
0.0748	1.6362	1970	1.2735	0.4501	1.2735	1.1285
0.0748	1.6379	1972	1.4043	0.3868	1.4043	1.1850
0.0748	1.6395	1974	1.5058	0.3868	1.5058	1.2271
0.0748	1.6412	1976	1.5129	0.3868	1.5129	1.2300
0.0748	1.6429	1978	1.4649	0.3868	1.4649	1.2103
0.0748	1.6445	1980	1.3950	0.3859	1.3950	1.1811
0.0748	1.6462	1982	1.2512	0.4501	1.2512	1.1186
0.0748	1.6478	1984	1.1075	0.5129	1.1075	1.0524
0.0748	1.6495	1986	1.0585	0.5765	1.0585	1.0288
0.0748	1.6512	1988	1.0593	0.5765	1.0593	1.0292
0.0748	1.6528	1990	0.9895	0.5527	0.9895	0.9948
0.0748	1.6545	1992	0.9732	0.5676	0.9732	0.9865
0.0748	1.6561	1994	0.9645	0.5909	0.9645	0.9821
0.0748	1.6578	1996	0.9971	0.5257	0.9971	0.9986
0.0748	1.6595	1998	1.0311	0.5444	1.0311	1.0154
0.0624	1.6611	2000	1.1622	0.5085	1.1622	1.0781
0.0624	1.6628	2002	1.2068	0.5085	1.2068	1.0986
0.0624	1.6645	2004	1.1582	0.5871	1.1582	1.0762
0.0624	1.6661	2006	1.0439	0.5871	1.0439	1.0217
0.0624	1.6678	2008	0.9270	0.5775	0.9270	0.9628
0.0624	1.6694	2010	0.8911	0.6230	0.8911	0.9440
0.0624	1.6711	2012	0.9171	0.5897	0.9171	0.9577
0.0624	1.6728	2014	0.9737	0.5645	0.9737	0.9867
0.0624	1.6744	2016	1.1005	0.5169	1.1005	1.0491
0.0624	1.6761	2018	1.3100	0.4962	1.3100	1.1446
0.0624	1.6777	2020	1.5076	0.3942	1.5076	1.2278
0.0624	1.6794	2022	1.6086	0.3738	1.6086	1.2683
0.0624	1.6811	2024	1.6768	0.3495	1.6768	1.2949
0.0624	1.6827	2026	1.6410	0.3495	1.6410	1.2810
0.0624	1.6844	2028	1.5236	0.3942	1.5236	1.2344
0.0624	1.6860	2030	1.3458	0.4962	1.3458	1.1601
0.0624	1.6877	2032	1.2204	0.4765	1.2204	1.1047
0.0624	1.6894	2034	1.1667	0.4765	1.1667	1.0801
0.0624	1.6910	2036	1.1731	0.4765	1.1731	1.0831
0.0624	1.6927	2038	1.2349	0.4987	1.2349	1.1112
0.0624	1.6944	2040	1.3264	0.4501	1.3264	1.1517
0.0624	1.6960	2042	1.3592	0.4501	1.3592	1.1659
0.0624	1.6977	2044	1.3333	0.4501	1.3333	1.1547
0.0624	1.6993	2046	1.2824	0.4509	1.2824	1.1324
0.0624	1.7010	2048	1.2638	0.4765	1.2638	1.1242
0.0624	1.7027	2050	1.2365	0.4765	1.2365	1.1120
0.0624	1.7043	2052	1.2110	0.4518	1.2110	1.1005
0.0624	1.7060	2054	1.1722	0.4525	1.1722	1.0827
0.0624	1.7076	2056	1.2263	0.4518	1.2263	1.1074
0.0624	1.7093	2058	1.2899	0.4487	1.2899	1.1358
0.0624	1.7110	2060	1.3802	0.376	1.3802	1.1748
0.0624	1.7126	2062	1.5111	0.3808	1.5111	1.2293
0.0624	1.7143	2064	1.6118	0.3461	1.6118	1.2696
0.0624	1.7159	2066	1.6374	0.3461	1.6374	1.2796
0.0624	1.7176	2068	1.6949	0.3261	1.6949	1.3019
0.0624	1.7193	2070	1.6924	0.3261	1.6924	1.3009
0.0624	1.7209	2072	1.5759	0.3602	1.5759	1.2554
0.0624	1.7226	2074	1.4123	0.3538	1.4123	1.1884
0.0624	1.7243	2076	1.3046	0.4487	1.3046	1.1422
0.0624	1.7259	2078	1.2340	0.4220	1.2340	1.1108
0.0624	1.7276	2080	1.2100	0.4525	1.2100	1.1000
0.0624	1.7292	2082	1.1571	0.4525	1.1571	1.0757
0.0624	1.7309	2084	1.1449	0.4525	1.1449	1.0700
0.0624	1.7326	2086	1.1512	0.4525	1.1512	1.0729
0.0624	1.7342	2088	1.2078	0.4515	1.2078	1.0990
0.0624	1.7359	2090	1.2642	0.3817	1.2642	1.1244
0.0624	1.7375	2092	1.3165	0.3603	1.3165	1.1474
0.0624	1.7392	2094	1.3217	0.3839	1.3217	1.1497
0.0624	1.7409	2096	1.2529	0.4509	1.2529	1.1193
0.0624	1.7425	2098	1.2005	0.4765	1.2005	1.0957
0.0624	1.7442	2100	1.1354	0.4529	1.1354	1.0656
0.0624	1.7458	2102	1.0871	0.4529	1.0871	1.0426
0.0624	1.7475	2104	1.0798	0.4529	1.0798	1.0391
0.0624	1.7492	2106	1.0742	0.4529	1.0742	1.0364
0.0624	1.7508	2108	1.1320	0.4529	1.1320	1.0640
0.0624	1.7525	2110	1.1892	0.4525	1.1892	1.0905
0.0624	1.7542	2112	1.2870	0.4773	1.2870	1.1344
0.0624	1.7558	2114	1.3932	0.4501	1.3932	1.1803
0.0624	1.7575	2116	1.4339	0.4279	1.4339	1.1974
0.0624	1.7591	2118	1.4082	0.4279	1.4082	1.1867
0.0624	1.7608	2120	1.3538	0.4748	1.3538	1.1635
0.0624	1.7625	2122	1.2634	0.4765	1.2634	1.1240
0.0624	1.7641	2124	1.1854	0.4773	1.1854	1.0888
0.0624	1.7658	2126	1.1943	0.4773	1.1943	1.0929
0.0624	1.7674	2128	1.2367	0.4765	1.2367	1.1121
0.0624	1.7691	2130	1.2846	0.4765	1.2846	1.1334
0.0624	1.7708	2132	1.2743	0.4765	1.2743	1.1288
0.0624	1.7724	2134	1.2944	0.4765	1.2944	1.1377
0.0624	1.7741	2136	1.2945	0.4765	1.2945	1.1378
0.0624	1.7757	2138	1.2326	0.4525	1.2326	1.1102
0.0624	1.7774	2140	1.2027	0.4773	1.2027	1.0967
0.0624	1.7791	2142	1.1909	0.4765	1.1909	1.0913
0.0624	1.7807	2144	1.1994	0.4748	1.1994	1.0952
0.0624	1.7824	2146	1.2367	0.4501	1.2367	1.1121
0.0624	1.7841	2148	1.2404	0.4501	1.2404	1.1137
0.0624	1.7857	2150	1.1697	0.4748	1.1697	1.0815
0.0624	1.7874	2152	1.1212	0.5401	1.1212	1.0589
0.0624	1.7890	2154	1.0454	0.5402	1.0454	1.0224
0.0624	1.7907	2156	1.0546	0.5143	1.0546	1.0269
0.0624	1.7924	2158	1.0690	0.5143	1.0690	1.0339
0.0624	1.7940	2160	1.1157	0.4955	1.1157	1.0563
0.0624	1.7957	2162	1.1866	0.4783	1.1866	1.0893
0.0624	1.7973	2164	1.1926	0.4271	1.1926	1.0920
0.0624	1.7990	2166	1.1904	0.4870	1.1904	1.0911
0.0624	1.8007	2168	1.1651	0.4870	1.1651	1.0794
0.0624	1.8023	2170	1.1101	0.5403	1.1101	1.0536
0.0624	1.8040	2172	1.0545	0.5562	1.0545	1.0269
0.0624	1.8056	2174	0.9965	0.5562	0.9965	0.9983
0.0624	1.8073	2176	0.9182	0.5336	0.9182	0.9582
0.0624	1.8090	2178	0.8649	0.5933	0.8649	0.9300
0.0624	1.8106	2180	0.8679	0.5897	0.8679	0.9316
0.0624	1.8123	2182	0.9289	0.5562	0.9289	0.9638
0.0624	1.8140	2184	1.0428	0.5488	1.0428	1.0212
0.0624	1.8156	2186	1.2191	0.5099	1.2191	1.1041
0.0624	1.8173	2188	1.3231	0.5099	1.3231	1.1503
0.0624	1.8189	2190	1.2980	0.4851	1.2980	1.1393
0.0624	1.8206	2192	1.1558	0.5114	1.1558	1.0751
0.0624	1.8223	2194	0.9737	0.5358	0.9737	0.9868
0.0624	1.8239	2196	0.8885	0.5741	0.8885	0.9426
0.0624	1.8256	2198	0.8649	0.5613	0.8649	0.9300
0.0624	1.8272	2200	0.8558	0.5307	0.8558	0.9251
0.0624	1.8289	2202	0.8419	0.5613	0.8419	0.9176
0.0624	1.8306	2204	0.8639	0.5554	0.8639	0.9295
0.0624	1.8322	2206	0.9347	0.5554	0.9347	0.9668
0.0624	1.8339	2208	1.0068	0.5054	1.0068	1.0034
0.0624	1.8355	2210	1.0711	0.5488	1.0711	1.0350
0.0624	1.8372	2212	1.1537	0.5114	1.1537	1.0741
0.0624	1.8389	2214	1.1893	0.5099	1.1893	1.0906
0.0624	1.8405	2216	1.1725	0.5099	1.1725	1.0828
0.0624	1.8422	2218	1.0788	0.4908	1.0788	1.0386
0.0624	1.8439	2220	1.0217	0.5197	1.0218	1.0108
0.0624	1.8455	2222	0.9774	0.5256	0.9774	0.9887
0.0624	1.8472	2224	0.8975	0.4877	0.8975	0.9474
0.0624	1.8488	2226	0.8697	0.5174	0.8697	0.9326
0.0624	1.8505	2228	0.8620	0.5613	0.8620	0.9285
0.0624	1.8522	2230	0.8606	0.5613	0.8606	0.9277
0.0624	1.8538	2232	0.8678	0.5613	0.8678	0.9315
0.0624	1.8555	2234	0.8665	0.5613	0.8665	0.9309
0.0624	1.8571	2236	0.9147	0.4877	0.9147	0.9564
0.0624	1.8588	2238	0.9711	0.4971	0.9711	0.9854
0.0624	1.8605	2240	0.9620	0.4971	0.9620	0.9808
0.0624	1.8621	2242	0.9315	0.4877	0.9315	0.9651
0.0624	1.8638	2244	0.8792	0.5174	0.8792	0.9377
0.0624	1.8654	2246	0.8255	0.5613	0.8255	0.9086
0.0624	1.8671	2248	0.7910	0.5613	0.7910	0.8894
0.0624	1.8688	2250	0.7790	0.5613	0.7790	0.8826
0.0624	1.8704	2252	0.7818	0.5613	0.7818	0.8842
0.0624	1.8721	2254	0.7817	0.5307	0.7817	0.8841
0.0624	1.8738	2256	0.8334	0.5789	0.8334	0.9129
0.0624	1.8754	2258	0.8788	0.55	0.8788	0.9374
0.0624	1.8771	2260	0.9161	0.5295	0.9161	0.9571
0.0624	1.8787	2262	0.9033	0.5295	0.9033	0.9504
0.0624	1.8804	2264	0.8643	0.5697	0.8643	0.9297
0.0624	1.8821	2266	0.8367	0.55	0.8367	0.9147
0.0624	1.8837	2268	0.8466	0.55	0.8466	0.9201
0.0624	1.8854	2270	0.8918	0.5068	0.8918	0.9443
0.0624	1.8870	2272	0.9417	0.5068	0.9417	0.9704
0.0624	1.8887	2274	0.9601	0.5179	0.9601	0.9799
0.0624	1.8904	2276	1.0048	0.5179	1.0048	1.0024
0.0624	1.8920	2278	1.0665	0.5119	1.0665	1.0327
0.0624	1.8937	2280	1.0804	0.4655	1.0804	1.0394
0.0624	1.8953	2282	1.0195	0.4408	1.0195	1.0097
0.0624	1.8970	2284	0.9431	0.5124	0.9431	0.9711
0.0624	1.8987	2286	0.9077	0.5431	0.9077	0.9527
0.0624	1.9003	2288	0.9070	0.5431	0.9070	0.9524
0.0624	1.9020	2290	0.9350	0.4853	0.9350	0.9670
0.0624	1.9037	2292	0.9519	0.5100	0.9519	0.9757
0.0624	1.9053	2294	0.9568	0.5084	0.9568	0.9782
0.0624	1.9070	2296	0.9581	0.5084	0.9581	0.9788
0.0624	1.9086	2298	0.9813	0.5084	0.9813	0.9906
0.0624	1.9103	2300	0.9767	0.5084	0.9767	0.9883
0.0624	1.9120	2302	0.9017	0.5100	0.9017	0.9496
0.0624	1.9136	2304	0.7974	0.5884	0.7974	0.8930
0.0624	1.9153	2306	0.7532	0.5884	0.7532	0.8679
0.0624	1.9169	2308	0.7541	0.5884	0.7541	0.8684
0.0624	1.9186	2310	0.7746	0.5613	0.7746	0.8801
0.0624	1.9203	2312	0.7965	0.5613	0.7965	0.8925
0.0624	1.9219	2314	0.8434	0.5135	0.8434	0.9184
0.0624	1.9236	2316	0.8819	0.5235	0.8819	0.9391
0.0624	1.9252	2318	0.9096	0.5474	0.9096	0.9537
0.0624	1.9269	2320	0.8907	0.5676	0.8907	0.9438
0.0624	1.9286	2322	0.8573	0.5613	0.8573	0.9259
0.0624	1.9302	2324	0.8099	0.5613	0.8099	0.8999
0.0624	1.9319	2326	0.8325	0.5613	0.8325	0.9124
0.0624	1.9336	2328	0.8328	0.5613	0.8328	0.9126
0.0624	1.9352	2330	0.7967	0.5613	0.7967	0.8926
0.0624	1.9369	2332	0.7571	0.6075	0.7571	0.8701
0.0624	1.9385	2334	0.7570	0.6075	0.7570	0.8701
0.0624	1.9402	2336	0.7992	0.5613	0.7992	0.8940
0.0624	1.9419	2338	0.8774	0.5301	0.8774	0.9367
0.0624	1.9435	2340	0.9435	0.55	0.9435	0.9713
0.0624	1.9452	2342	1.0153	0.5702	1.0153	1.0076
0.0624	1.9468	2344	1.0290	0.5645	1.0290	1.0144
0.0624	1.9485	2346	0.9689	0.5702	0.9689	0.9843
0.0624	1.9502	2348	0.9204	0.5702	0.9204	0.9594
0.0624	1.9518	2350	0.9031	0.6092	0.9031	0.9503
0.0624	1.9535	2352	0.8890	0.5874	0.8890	0.9429
0.0624	1.9551	2354	0.8744	0.5874	0.8744	0.9351
0.0624	1.9568	2356	0.8619	0.5909	0.8619	0.9284
0.0624	1.9585	2358	0.7546	0.6216	0.7546	0.8687
0.0624	1.9601	2360	0.6974	0.6739	0.6974	0.8351
0.0624	1.9618	2362	0.6832	0.6958	0.6832	0.8266
0.0624	1.9635	2364	0.6814	0.6593	0.6814	0.8254
0.0624	1.9651	2366	0.6613	0.7326	0.6613	0.8132
0.0624	1.9668	2368	0.6446	0.7469	0.6446	0.8028
0.0624	1.9684	2370	0.6458	0.7469	0.6458	0.8036
0.0624	1.9701	2372	0.6596	0.7398	0.6596	0.8122
0.0624	1.9718	2374	0.6627	0.7398	0.6627	0.8141
0.0624	1.9734	2376	0.6859	0.7654	0.6859	0.8282
0.0624	1.9751	2378	0.7114	0.7201	0.7114	0.8435
0.0624	1.9767	2380	0.7155	0.7125	0.7155	0.8459
0.0624	1.9784	2382	0.7094	0.6828	0.7094	0.8423
0.0624	1.9801	2384	0.7253	0.6863	0.7253	0.8516
0.0624	1.9817	2386	0.7543	0.6653	0.7543	0.8685
0.0624	1.9834	2388	0.7724	0.6794	0.7724	0.8788
0.0624	1.9850	2390	0.7984	0.6794	0.7984	0.8935
0.0624	1.9867	2392	0.7539	0.6723	0.7539	0.8683
0.0624	1.9884	2394	0.7108	0.6519	0.7108	0.8431
0.0624	1.9900	2396	0.7165	0.6519	0.7165	0.8465
0.0624	1.9917	2398	0.7345	0.6283	0.7345	0.8570
0.0624	1.9934	2400	0.7754	0.5884	0.7754	0.8806
0.0624	1.9950	2402	0.7966	0.5884	0.7966	0.8925
0.0624	1.9967	2404	0.7935	0.5884	0.7935	0.8908
0.0624	1.9983	2406	0.7819	0.5884	0.7819	0.8842
0.0624	2.0	2408	0.7704	0.5884	0.7704	0.8777
0.0624	2.0017	2410	0.7575	0.5884	0.7575	0.8703
0.0624	2.0033	2412	0.7593	0.5884	0.7593	0.8714
0.0624	2.0050	2414	0.7665	0.5884	0.7665	0.8755
0.0624	2.0066	2416	0.8007	0.6116	0.8007	0.8948
0.0624	2.0083	2418	0.8367	0.6209	0.8367	0.9147
0.0624	2.0100	2420	0.8899	0.5187	0.8899	0.9433
0.0624	2.0116	2422	0.8741	0.5187	0.8741	0.9349
0.0624	2.0133	2424	0.8511	0.5430	0.8511	0.9225
0.0624	2.0150	2426	0.8225	0.6061	0.8225	0.9069
0.0624	2.0166	2428	0.7681	0.6811	0.7681	0.8764
0.0624	2.0183	2430	0.7008	0.6897	0.7008	0.8371
0.0624	2.0199	2432	0.6806	0.6838	0.6806	0.8250
0.0624	2.0216	2434	0.6821	0.6985	0.6821	0.8259
0.0624	2.0233	2436	0.6932	0.7053	0.6932	0.8326
0.0624	2.0249	2438	0.6969	0.7340	0.6969	0.8348
0.0624	2.0266	2440	0.6811	0.7410	0.6811	0.8253

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

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 3, 2024
Updated: Dec 3, 2024