Arabic_FineTuningAraBERT_AugV4-trial2_k60_task1_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV4-trial2_k60_task1_organization_fold1

Arabic_FineTuningAraBERT_AugV4-trial2_k60_task1_organization_fold1 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 14, 2024
Updated: Nov 14, 2024
SHA: e55886fa

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4-trial2_k60_task1_organization_fold1

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: 0.4509
Qwk: 0.6831
Mse: 0.4509
Rmse: 0.6715

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	0.0019	2	5.3165	0.0151	5.3165	2.3058
No log	0.0039	4	3.3168	-0.0126	3.3168	1.8212
No log	0.0058	6	1.9780	0.0397	1.9780	1.4064
No log	0.0078	8	1.1114	0.2222	1.1114	1.0542
No log	0.0097	10	0.7809	0.0606	0.7809	0.8837
No log	0.0116	12	0.9374	0.2959	0.9374	0.9682
No log	0.0136	14	1.2528	0.3558	1.2528	1.1193
No log	0.0155	16	1.4924	0.2125	1.4924	1.2216
No log	0.0175	18	1.0401	0.0642	1.0401	1.0198
No log	0.0194	20	1.1205	0.2097	1.1205	1.0585
No log	0.0213	22	0.9813	0.2097	0.9813	0.9906
No log	0.0233	24	0.9014	0.0933	0.9014	0.9494
No log	0.0252	26	1.4200	0.1404	1.4200	1.1916
No log	0.0272	28	1.5657	0.1529	1.5657	1.2513
No log	0.0291	30	1.2686	0.125	1.2686	1.1263
No log	0.0310	32	0.9408	0.4	0.9408	0.9700
No log	0.0330	34	0.7785	-0.0096	0.7785	0.8823
No log	0.0349	36	0.7931	0.0841	0.7931	0.8905
No log	0.0369	38	0.8073	0.2143	0.8073	0.8985
No log	0.0388	40	0.9357	0.3708	0.9357	0.9673
No log	0.0407	42	1.1933	0.125	1.1933	1.0924
No log	0.0427	44	1.4330	0.1529	1.4330	1.1971
No log	0.0446	46	1.3820	0.1529	1.3820	1.1756
No log	0.0466	48	1.1752	0.3488	1.1752	1.0841
No log	0.0485	50	1.1371	0.3497	1.1371	1.0663
No log	0.0504	52	1.0702	0.3497	1.0702	1.0345
No log	0.0524	54	1.2216	0.3505	1.2216	1.1052
No log	0.0543	56	1.3598	0.3571	1.3598	1.1661
No log	0.0563	58	1.3642	0.2811	1.3642	1.1680
No log	0.0582	60	1.1507	0.3778	1.1507	1.0727
No log	0.0601	62	1.3134	0.4455	1.3134	1.1460
No log	0.0621	64	1.5040	0.4615	1.5040	1.2264
No log	0.0640	66	1.5516	0.4979	1.5516	1.2457
No log	0.0660	68	1.7121	0.4488	1.7121	1.3085
No log	0.0679	70	1.4318	0.5	1.4318	1.1966
No log	0.0698	72	1.0237	0.3871	1.0237	1.0118
No log	0.0718	74	1.1422	0.4615	1.1422	1.0687
No log	0.0737	76	1.2601	0.4574	1.2601	1.1225
No log	0.0757	78	1.4668	0.3682	1.4668	1.2111
No log	0.0776	80	1.8057	0.3241	1.8057	1.3438
No log	0.0795	82	1.9346	0.3590	1.9346	1.3909
No log	0.0815	84	1.7599	0.3590	1.7599	1.3266
No log	0.0834	86	1.3760	0.625	1.3760	1.1730
No log	0.0854	88	1.1695	0.4227	1.1695	1.0815
No log	0.0873	90	1.3002	0.4324	1.3002	1.1403
No log	0.0892	92	1.4038	0.3368	1.4038	1.1848
No log	0.0912	94	1.3965	0.5	1.3965	1.1817
No log	0.0931	96	1.3309	0.5728	1.3309	1.1537
No log	0.0951	98	1.4645	0.5447	1.4645	1.2102
No log	0.0970	100	1.8422	0.3415	1.8422	1.3573
No log	0.0989	102	2.1706	0.2491	2.1706	1.4733
No log	0.1009	104	2.1498	0.3288	2.1498	1.4662
No log	0.1028	106	1.7521	0.4229	1.7521	1.3237
No log	0.1048	108	1.2133	0.5556	1.2133	1.1015
No log	0.1067	110	1.0420	0.3942	1.0420	1.0208
No log	0.1086	112	1.1448	0.4195	1.1448	1.0700
No log	0.1106	114	1.5565	0.4979	1.5565	1.2476
No log	0.1125	116	1.7106	0.3790	1.7106	1.3079
No log	0.1145	118	1.3849	0.3966	1.3849	1.1768
No log	0.1164	120	1.0331	0.3249	1.0331	1.0164
No log	0.1183	122	0.9749	0.3249	0.9749	0.9874
No log	0.1203	124	0.9426	0.4112	0.9426	0.9709
No log	0.1222	126	1.2741	0.5556	1.2741	1.1287
No log	0.1242	128	1.8821	0.3241	1.8821	1.3719
No log	0.1261	130	2.4559	0.3288	2.4559	1.5671
No log	0.1280	132	2.2677	0.3288	2.2677	1.5059
No log	0.1300	134	1.6166	0.4776	1.6166	1.2715
No log	0.1319	136	1.1981	0.5494	1.1981	1.0946
No log	0.1339	138	1.2028	0.5494	1.2028	1.0967
No log	0.1358	140	1.3885	0.5532	1.3885	1.1784
No log	0.1377	142	1.6149	0.4776	1.6149	1.2708
No log	0.1397	144	1.9476	0.3259	1.9476	1.3956
No log	0.1416	146	1.9666	0.2921	1.9666	1.4024
No log	0.1435	148	1.8156	0.4615	1.8156	1.3474
No log	0.1455	150	1.5582	0.5044	1.5582	1.2483
No log	0.1474	152	1.4649	0.4465	1.4649	1.2103
No log	0.1494	154	1.4003	0.4615	1.4003	1.1833
No log	0.1513	156	1.4959	0.5103	1.4959	1.2231
No log	0.1532	158	1.7188	0.4488	1.7188	1.3110
No log	0.1552	160	1.9077	0.4143	1.9077	1.3812
No log	0.1571	162	1.5662	0.6016	1.5662	1.2515
No log	0.1591	164	1.3198	0.4758	1.3198	1.1488
No log	0.1610	166	1.4169	0.5294	1.4169	1.1904
No log	0.1629	168	1.5752	0.5154	1.5752	1.2551
No log	0.1649	170	1.3853	0.4659	1.3853	1.1770
No log	0.1668	172	1.1818	0.5494	1.1818	1.0871
No log	0.1688	174	1.2183	0.4784	1.2183	1.1038
No log	0.1707	176	1.5374	0.4891	1.5374	1.2399
No log	0.1726	178	1.6891	0.4891	1.6891	1.2996
No log	0.1746	180	1.8618	0.4891	1.8618	1.3645
No log	0.1765	182	1.9055	0.5092	1.9055	1.3804
No log	0.1785	184	1.5094	0.4411	1.5094	1.2286
No log	0.1804	186	1.1088	0.5254	1.1088	1.0530
No log	0.1823	188	1.0626	0.5254	1.0626	1.0308
No log	0.1843	190	1.3060	0.4481	1.3060	1.1428
No log	0.1862	192	1.6112	0.5154	1.6112	1.2693
No log	0.1882	194	1.6642	0.6038	1.6642	1.2900
No log	0.1901	196	1.5438	0.6038	1.5438	1.2425
No log	0.1920	198	1.2180	0.5374	1.2180	1.1036
No log	0.1940	200	1.0561	0.5374	1.0561	1.0277
No log	0.1959	202	1.1857	0.5374	1.1857	1.0889
No log	0.1979	204	1.5896	0.6038	1.5896	1.2608
No log	0.1998	206	1.7272	0.6038	1.7272	1.3142
No log	0.2017	208	1.5979	0.6038	1.5979	1.2641
No log	0.2037	210	1.3647	0.5447	1.3647	1.1682
No log	0.2056	212	1.3144	0.5221	1.3144	1.1465
No log	0.2076	214	1.1290	0.6224	1.1290	1.0625
No log	0.2095	216	1.2794	0.5154	1.2794	1.1311
No log	0.2114	218	1.6159	0.5609	1.6159	1.2712
No log	0.2134	220	1.6659	0.5609	1.6659	1.2907
No log	0.2153	222	1.8393	0.4186	1.8393	1.3562
No log	0.2173	224	2.0375	0.3593	2.0375	1.4274
No log	0.2192	226	1.7136	0.5435	1.7136	1.3091
No log	0.2211	228	1.4945	0.5447	1.4945	1.2225
No log	0.2231	230	1.3381	0.5374	1.3381	1.1568
No log	0.2250	232	1.2902	0.5374	1.2902	1.1359
No log	0.2270	234	1.0630	0.4878	1.0630	1.0310
No log	0.2289	236	0.9830	0.3708	0.9830	0.9915
No log	0.2308	238	1.1367	0.5374	1.1367	1.0661
No log	0.2328	240	1.3895	0.6128	1.3895	1.1788
No log	0.2347	242	1.4091	0.6128	1.4091	1.1871
No log	0.2367	244	1.3861	0.6128	1.3861	1.1773
No log	0.2386	246	1.2034	0.5374	1.2034	1.0970
No log	0.2405	248	1.0937	0.5374	1.0937	1.0458
No log	0.2425	250	1.1932	0.5374	1.1932	1.0923
No log	0.2444	252	1.3817	0.5172	1.3817	1.1755
No log	0.2464	254	1.3629	0.5172	1.3629	1.1674
No log	0.2483	256	1.1744	0.5882	1.1744	1.0837
No log	0.2502	258	0.9261	0.5463	0.9261	0.9623
No log	0.2522	260	0.9821	0.5882	0.9821	0.9910
No log	0.2541	262	1.1434	0.5882	1.1434	1.0693
No log	0.2561	264	1.5728	0.5609	1.5728	1.2541
No log	0.2580	266	1.6655	0.5821	1.6655	1.2905
No log	0.2599	268	1.3694	0.5783	1.3694	1.1702
No log	0.2619	270	0.9871	0.5882	0.9871	0.9935
No log	0.2638	272	0.9061	0.5984	0.9061	0.9519
No log	0.2658	274	1.0915	0.5882	1.0915	1.0447
No log	0.2677	276	1.3935	0.6128	1.3935	1.1804
No log	0.2696	278	1.7526	0.4656	1.7526	1.3239
No log	0.2716	280	1.6863	0.4143	1.6863	1.2986
No log	0.2735	282	1.3422	0.6016	1.3422	1.1585
No log	0.2755	284	0.9545	0.4815	0.9545	0.9770
No log	0.2774	286	0.9470	0.4815	0.9470	0.9731
No log	0.2793	288	1.2017	0.6016	1.2017	1.0962
No log	0.2813	290	1.4179	0.6016	1.4179	1.1907
No log	0.2832	292	1.3371	0.6016	1.3371	1.1563
No log	0.2852	294	1.3676	0.5783	1.3676	1.1694
No log	0.2871	296	1.1479	0.5783	1.1479	1.0714
No log	0.2890	298	1.1778	0.5783	1.1778	1.0853
No log	0.2910	300	1.4298	0.5783	1.4298	1.1958
No log	0.2929	302	1.7975	0.4981	1.7975	1.3407
No log	0.2949	304	2.0135	0.4494	2.0135	1.4190
No log	0.2968	306	1.7459	0.4664	1.7459	1.3213
No log	0.2987	308	1.3488	0.4664	1.3488	1.1614
No log	0.3007	310	1.0576	0.4195	1.0576	1.0284
No log	0.3026	312	1.0043	0.4195	1.0043	1.0022
No log	0.3046	314	1.1196	0.4195	1.1196	1.0581
No log	0.3065	316	1.3319	0.4936	1.3319	1.1541
No log	0.3084	318	1.4575	0.4936	1.4575	1.2073
No log	0.3104	320	1.7167	0.4488	1.7167	1.3102
No log	0.3123	322	1.6833	0.4488	1.6833	1.2974
No log	0.3143	324	1.3612	0.5783	1.3612	1.1667
No log	0.3162	326	1.2773	0.5783	1.2773	1.1302
No log	0.3181	328	1.3637	0.5783	1.3637	1.1678
No log	0.3201	330	1.5339	0.5370	1.5339	1.2385
No log	0.3220	332	1.3161	0.5783	1.3161	1.1472
No log	0.3240	334	1.0455	0.5882	1.0455	1.0225
No log	0.3259	336	1.0790	0.5882	1.0790	1.0387
No log	0.3278	338	1.2849	0.5882	1.2849	1.1335
No log	0.3298	340	1.6450	0.5299	1.6450	1.2826
No log	0.3317	342	1.9938	0.3446	1.9938	1.4120
No log	0.3337	344	1.9014	0.3446	1.9014	1.3789
No log	0.3356	346	1.4786	0.6128	1.4786	1.2160
No log	0.3375	348	1.1656	0.5374	1.1656	1.0796
No log	0.3395	350	1.1556	0.5374	1.1556	1.0750
No log	0.3414	352	1.4029	0.5882	1.4029	1.1844
No log	0.3434	354	1.7663	0.5299	1.7663	1.3290
No log	0.3453	356	1.7365	0.5299	1.7365	1.3178
No log	0.3472	358	1.5064	0.5299	1.5064	1.2274
No log	0.3492	360	1.2620	0.5882	1.2620	1.1234
No log	0.3511	362	1.0250	0.5882	1.0250	1.0124
No log	0.3531	364	1.0456	0.5882	1.0456	1.0226
No log	0.3550	366	1.2839	0.5221	1.2839	1.1331
No log	0.3569	368	1.5286	0.5370	1.5286	1.2364
No log	0.3589	370	1.5120	0.5447	1.5120	1.2296
No log	0.3608	372	1.2918	0.6128	1.2918	1.1366
No log	0.3628	374	1.0716	0.5463	1.0716	1.0352
No log	0.3647	376	0.9157	0.5463	0.9157	0.9569
No log	0.3666	378	0.7533	0.51	0.7533	0.8679
No log	0.3686	380	0.7994	0.6216	0.7994	0.8941
No log	0.3705	382	1.0439	0.5882	1.0439	1.0217
No log	0.3725	384	1.4879	0.5154	1.4879	1.2198
No log	0.3744	386	1.7126	0.5299	1.7126	1.3087
No log	0.3763	388	1.6762	0.5370	1.6762	1.2947
No log	0.3783	390	1.4111	0.6128	1.4111	1.1879
No log	0.3802	392	0.9814	0.5463	0.9814	0.9906
No log	0.3822	394	0.8103	0.4227	0.8103	0.9001
No log	0.3841	396	0.8739	0.5463	0.8739	0.9348
No log	0.3860	398	1.0823	0.5991	1.0823	1.0403
No log	0.3880	400	1.3875	0.6128	1.3875	1.1779
No log	0.3899	402	1.4676	0.5447	1.4676	1.2115
No log	0.3919	404	1.2944	0.6128	1.2944	1.1377
No log	0.3938	406	1.1027	0.5882	1.1027	1.0501
No log	0.3957	408	0.9762	0.5463	0.9762	0.9880
No log	0.3977	410	1.0864	0.5463	1.0864	1.0423
No log	0.3996	412	1.2375	0.6128	1.2375	1.1124
No log	0.4016	414	1.1820	0.6128	1.1820	1.0872
No log	0.4035	416	1.0400	0.5882	1.0400	1.0198
No log	0.4054	418	0.9426	0.5882	0.9426	0.9709
No log	0.4074	420	0.9276	0.7131	0.9276	0.9631
No log	0.4093	422	1.0790	0.5154	1.0790	1.0388
No log	0.4113	424	1.4680	0.5821	1.4680	1.2116
No log	0.4132	426	1.5438	0.5821	1.5438	1.2425
No log	0.4151	428	1.4049	0.5821	1.4049	1.1853
No log	0.4171	430	1.1415	0.6128	1.1415	1.0684
No log	0.4190	432	0.9018	0.6348	0.9018	0.9496
No log	0.4210	434	0.8022	0.5962	0.8022	0.8957
No log	0.4229	436	0.8625	0.6348	0.8625	0.9287
No log	0.4248	438	1.1387	0.5882	1.1387	1.0671
No log	0.4268	440	1.4798	0.5370	1.4798	1.2165
No log	0.4287	442	1.3766	0.6128	1.3766	1.1733
No log	0.4306	444	1.0370	0.5374	1.0370	1.0183
No log	0.4326	446	0.8413	0.5463	0.8413	0.9172
No log	0.4345	448	0.7793	0.6216	0.7793	0.8828
No log	0.4365	450	0.8891	0.5374	0.8891	0.9429
No log	0.4384	452	1.1227	0.5882	1.1227	1.0596
No log	0.4403	454	1.5604	0.5735	1.5604	1.2491
No log	0.4423	456	1.8022	0.5735	1.8022	1.3425
No log	0.4442	458	1.7298	0.5735	1.7298	1.3152
No log	0.4462	460	1.4142	0.5299	1.4142	1.1892
No log	0.4481	462	1.1213	0.5882	1.1213	1.0589
No log	0.4500	464	0.8988	0.5463	0.8988	0.9481
No log	0.4520	466	0.8455	0.5205	0.8455	0.9195
No log	0.4539	468	0.9570	0.5130	0.9570	0.9783
No log	0.4559	470	1.2826	0.5092	1.2826	1.1325
No log	0.4578	472	1.7381	0.5299	1.7381	1.3184
No log	0.4597	474	1.8373	0.5299	1.8373	1.3555
No log	0.4617	476	1.5873	0.5299	1.5873	1.2599
No log	0.4636	478	1.2204	0.6128	1.2204	1.1047
No log	0.4656	480	1.1429	0.5728	1.1429	1.0691
No log	0.4675	482	1.0110	0.4878	1.0110	1.0055
No log	0.4694	484	1.0111	0.4878	1.0111	1.0055
No log	0.4714	486	1.0328	0.5374	1.0328	1.0163
No log	0.4733	488	1.0846	0.5882	1.0846	1.0414
No log	0.4753	490	1.2085	0.5370	1.2085	1.0993
No log	0.4772	492	1.4833	0.5299	1.4833	1.2179
No log	0.4791	494	1.6567	0.5735	1.6567	1.2871
No log	0.4811	496	1.7291	0.5435	1.7291	1.3150
No log	0.4830	498	1.4641	0.5370	1.4641	1.2100
0.4995	0.4850	500	1.1282	0.6128	1.1282	1.0622
0.4995	0.4869	502	0.9257	0.6348	0.9257	0.9621
0.4995	0.4888	504	0.7743	0.6695	0.7743	0.8799
0.4995	0.4908	506	0.8081	0.7131	0.8081	0.8989
0.4995	0.4927	508	1.0515	0.5783	1.0515	1.0254
0.4995	0.4947	510	1.5205	0.5821	1.5205	1.2331
0.4995	0.4966	512	1.7720	0.4878	1.7720	1.3311
0.4995	0.4985	514	1.6275	0.5821	1.6275	1.2757
0.4995	0.5005	516	1.2121	0.6345	1.2121	1.1010
0.4995	0.5024	518	0.9511	0.5882	0.9511	0.9752
0.4995	0.5044	520	0.7631	0.4615	0.7631	0.8736
0.4995	0.5063	522	0.7106	0.4	0.7106	0.8430
0.4995	0.5082	524	0.7903	0.4615	0.7903	0.8890
0.4995	0.5102	526	0.9769	0.5882	0.9769	0.9884
0.4995	0.5121	528	1.3358	0.5914	1.3358	1.1558
0.4995	0.5141	530	1.7860	0.5172	1.7860	1.3364
0.4995	0.5160	532	1.7343	0.5172	1.7343	1.3169
0.4995	0.5179	534	1.3491	0.5532	1.3491	1.1615
0.4995	0.5199	536	1.1411	0.5882	1.1411	1.0682
0.4995	0.5218	538	0.9179	0.4227	0.9179	0.9580
0.4995	0.5238	540	0.9369	0.4227	0.9369	0.9680
0.4995	0.5257	542	1.0031	0.5149	1.0031	1.0016
0.4995	0.5276	544	1.3019	0.6016	1.3019	1.1410
0.4995	0.5296	546	1.4136	0.5370	1.4136	1.1889
0.4995	0.5315	548	1.2386	0.6128	1.2386	1.1129
0.4995	0.5335	550	1.0057	0.5625	1.0057	1.0029
0.4995	0.5354	552	0.8434	0.4878	0.8434	0.9184
0.4995	0.5373	554	0.7957	0.5586	0.7957	0.8920
0.4995	0.5393	556	0.8854	0.5374	0.8854	0.9410
0.4995	0.5412	558	1.0532	0.6128	1.0532	1.0263
0.4995	0.5432	560	1.2118	0.6128	1.2118	1.1008
0.4995	0.5451	562	1.0977	0.6128	1.0977	1.0477
0.4995	0.5470	564	1.0567	0.5882	1.0567	1.0279
0.4995	0.5490	566	0.9826	0.6431	0.9826	0.9913
0.4995	0.5509	568	0.9273	0.5984	0.9273	0.9630
0.4995	0.5529	570	1.0542	0.6431	1.0542	1.0267
0.4995	0.5548	572	1.0320	0.5984	1.0320	1.0159
0.4995	0.5567	574	0.8582	0.5586	0.8582	0.9264
0.4995	0.5587	576	0.6540	0.6231	0.6540	0.8087
0.4995	0.5606	578	0.5899	0.5556	0.5899	0.7681
0.4995	0.5626	580	0.6538	0.6316	0.6538	0.8086
0.4995	0.5645	582	0.9145	0.6431	0.9145	0.9563
0.4995	0.5664	584	1.3089	0.5821	1.3089	1.1441
0.4995	0.5684	586	1.4363	0.5821	1.4363	1.1985
0.4995	0.5703	588	1.2110	0.6016	1.2110	1.1005
0.4995	0.5723	590	0.8249	0.6224	0.8249	0.9082
0.4995	0.5742	592	0.6456	0.5922	0.6456	0.8035
0.4995	0.5761	594	0.6635	0.72	0.6635	0.8146
0.4995	0.5781	596	0.7678	0.6224	0.7678	0.8763
0.4995	0.5800	598	0.9411	0.6224	0.9411	0.9701
0.4995	0.5820	600	0.9923	0.5783	0.9923	0.9962
0.4995	0.5839	602	0.9938	0.6316	0.9938	0.9969
0.4995	0.5858	604	0.8708	0.6744	0.8708	0.9332
0.4995	0.5878	606	0.7297	0.7123	0.7297	0.8543
0.4995	0.5897	608	0.7235	0.72	0.7235	0.8506
0.4995	0.5917	610	0.7657	0.6744	0.7657	0.8751
0.4995	0.5936	612	0.9746	0.6431	0.9746	0.9872
0.4995	0.5955	614	1.2744	0.6016	1.2744	1.1289
0.4995	0.5975	616	1.3392	0.6016	1.3392	1.1572
0.4995	0.5994	618	1.1951	0.6128	1.1951	1.0932
0.4995	0.6014	620	0.9567	0.5374	0.9567	0.9781
0.4995	0.6033	622	0.8843	0.5374	0.8843	0.9404
0.4995	0.6052	624	0.9614	0.5374	0.9614	0.9805
0.4995	0.6072	626	0.9173	0.5984	0.9173	0.9577
0.4995	0.6091	628	0.9992	0.6431	0.9992	0.9996
0.4995	0.6111	630	1.1377	0.6316	1.1377	1.0666
0.4995	0.6130	632	1.2342	0.5154	1.2342	1.1109
0.4995	0.6149	634	1.1469	0.5783	1.1469	1.0709
0.4995	0.6169	636	0.8616	0.6957	0.8616	0.9282
0.4995	0.6188	638	0.7305	0.7107	0.7305	0.8547
0.4995	0.6208	640	0.7419	0.6957	0.7419	0.8613
0.4995	0.6227	642	0.9275	0.6513	0.9275	0.9631
0.4995	0.6246	644	1.3017	0.5704	1.3017	1.1409
0.4995	0.6266	646	1.3745	0.5704	1.3745	1.1724
0.4995	0.6285	648	1.2236	0.5154	1.2236	1.1062
0.4995	0.6305	650	1.0550	0.5882	1.0550	1.0271
0.4995	0.6324	652	1.0056	0.5374	1.0056	1.0028
0.4995	0.6343	654	0.9479	0.5374	0.9479	0.9736
0.4995	0.6363	656	1.0499	0.5882	1.0499	1.0246
0.4995	0.6382	658	1.2050	0.5783	1.2050	1.0977
0.4995	0.6402	660	1.3061	0.5154	1.3061	1.1428
0.4995	0.6421	662	1.1656	0.6316	1.1656	1.0796
0.4995	0.6440	664	0.9853	0.6617	0.9853	0.9926
0.4995	0.6460	666	0.8330	0.7348	0.8330	0.9127
0.4995	0.6479	668	0.8495	0.7131	0.8495	0.9217
0.4995	0.6499	670	1.0729	0.5783	1.0729	1.0358
0.4995	0.6518	672	1.4373	0.5370	1.4373	1.1989
0.4995	0.6537	674	1.5012	0.5370	1.5012	1.2252
0.4995	0.6557	676	1.2674	0.5783	1.2674	1.1258
0.4995	0.6576	678	0.9286	0.6805	0.9286	0.9636
0.4995	0.6596	680	0.7849	0.72	0.7849	0.8860
0.4995	0.6615	682	0.7894	0.72	0.7894	0.8885
0.4995	0.6634	684	0.9872	0.6667	0.9872	0.9936
0.4995	0.6654	686	1.1681	0.5783	1.1681	1.0808
0.4995	0.6673	688	1.2636	0.5154	1.2636	1.1241
0.4995	0.6693	690	1.1626	0.5783	1.1626	1.0782
0.4995	0.6712	692	0.8965	0.6744	0.8965	0.9468
0.4995	0.6731	694	0.7433	0.6192	0.7433	0.8621
0.4995	0.6751	696	0.7460	0.5702	0.7460	0.8637
0.4995	0.6770	698	0.8289	0.6883	0.8289	0.9105
0.4995	0.6790	700	0.8673	0.6557	0.8673	0.9313
0.4995	0.6809	702	0.8574	0.6557	0.8574	0.9260
0.4995	0.6828	704	0.9763	0.5882	0.9763	0.9881
0.4995	0.6848	706	1.0082	0.5882	1.0082	1.0041
0.4995	0.6867	708	0.9944	0.5882	0.9944	0.9972
0.4995	0.6887	710	0.9154	0.4566	0.9154	0.9567
0.4995	0.6906	712	0.9912	0.5643	0.9912	0.9956
0.4995	0.6925	714	1.0043	0.5643	1.0043	1.0021
0.4995	0.6945	716	1.0931	0.5643	1.0931	1.0455
0.4995	0.6964	718	1.1491	0.5556	1.1491	1.0720
0.4995	0.6984	720	1.0971	0.5556	1.0971	1.0474
0.4995	0.7003	722	1.0903	0.6097	1.0903	1.0442
0.4995	0.7022	724	1.1381	0.6316	1.1381	1.0668
0.4995	0.7042	726	1.0464	0.6431	1.0464	1.0229
0.4995	0.7061	728	0.9462	0.6431	0.9462	0.9727
0.4995	0.7081	730	0.9347	0.6431	0.9347	0.9668
0.4995	0.7100	732	1.0333	0.6316	1.0333	1.0165
0.4995	0.7119	734	1.1837	0.5783	1.1837	1.0880
0.4995	0.7139	736	1.2847	0.5783	1.2847	1.1334
0.4995	0.7158	738	1.2105	0.5783	1.2105	1.1002
0.4995	0.7177	740	1.0113	0.5783	1.0113	1.0056
0.4995	0.7197	742	0.7839	0.6348	0.7839	0.8854
0.4995	0.7216	744	0.7157	0.5024	0.7157	0.8460
0.4995	0.7236	746	0.7599	0.6805	0.7599	0.8717
0.4995	0.7255	748	0.8832	0.6667	0.8832	0.9398
0.4995	0.7274	750	0.8789	0.6667	0.8789	0.9375
0.4995	0.7294	752	0.8861	0.6667	0.8861	0.9413
0.4995	0.7313	754	0.8798	0.7287	0.8798	0.9380
0.4995	0.7333	756	0.9346	0.7138	0.9346	0.9667
0.4995	0.7352	758	1.1477	0.6016	1.1477	1.0713
0.4995	0.7371	760	1.3396	0.5370	1.3396	1.1574
0.4995	0.7391	762	1.3257	0.5370	1.3257	1.1514
0.4995	0.7410	764	1.1333	0.6016	1.1333	1.0646
0.4995	0.7430	766	0.9376	0.6667	0.9376	0.9683
0.4995	0.7449	768	0.8027	0.6805	0.8027	0.8959
0.4995	0.7468	770	0.8005	0.5845	0.8005	0.8947
0.4995	0.7488	772	0.8269	0.6805	0.8269	0.9093
0.4995	0.7507	774	0.8688	0.6805	0.8688	0.9321
0.4995	0.7527	776	0.9795	0.5783	0.9795	0.9897
0.4995	0.7546	778	1.0702	0.5783	1.0702	1.0345
0.4995	0.7565	780	0.9215	0.5783	0.9215	0.9599
0.4995	0.7585	782	0.7830	0.5381	0.7830	0.8849
0.4995	0.7604	784	0.7442	0.5517	0.7442	0.8627
0.4995	0.7624	786	0.8331	0.5288	0.8331	0.9128
0.4995	0.7643	788	0.9604	0.5294	0.9604	0.9800
0.4995	0.7662	790	1.0119	0.5783	1.0119	1.0059
0.4995	0.7682	792	0.9059	0.5374	0.9059	0.9518
0.4995	0.7701	794	0.8538	0.5288	0.8538	0.9240
0.4995	0.7721	796	0.8457	0.6441	0.8457	0.9196
0.4995	0.7740	798	0.9312	0.5556	0.9312	0.9650
0.4995	0.7759	800	1.0053	0.5783	1.0053	1.0026
0.4995	0.7779	802	1.1670	0.5783	1.1670	1.0803
0.4995	0.7798	804	1.3420	0.6016	1.3420	1.1584
0.4995	0.7818	806	1.2754	0.6016	1.2754	1.1293
0.4995	0.7837	808	0.9992	0.5374	0.9992	0.9996
0.4995	0.7856	810	0.7906	0.5381	0.7906	0.8892
0.4995	0.7876	812	0.7534	0.5484	0.7534	0.8680
0.4995	0.7895	814	0.7825	0.5381	0.7825	0.8846
0.4995	0.7915	816	0.9461	0.5374	0.9461	0.9727
0.4995	0.7934	818	1.2737	0.6128	1.2737	1.1286
0.4995	0.7953	820	1.5135	0.5917	1.5135	1.2303
0.4995	0.7973	822	1.4527	0.5917	1.4527	1.2053
0.4995	0.7992	824	1.1442	0.6128	1.1442	1.0697
0.4995	0.8012	826	0.8205	0.6348	0.8205	0.9058
0.4995	0.8031	828	0.6164	0.5570	0.6164	0.7851
0.4995	0.8050	830	0.6278	0.6525	0.6278	0.7923
0.4995	0.8070	832	0.7867	0.6978	0.7867	0.8870
0.4995	0.8089	834	1.0904	0.6667	1.0904	1.0442
0.4995	0.8109	836	1.2194	0.7072	1.2194	1.1042
0.4995	0.8128	838	1.1286	0.6667	1.1286	1.0624
0.4995	0.8147	840	1.0221	0.6805	1.0221	1.0110
0.4995	0.8167	842	0.8049	0.6805	0.8049	0.8972
0.4995	0.8186	844	0.6880	0.5845	0.6880	0.8295
0.4995	0.8206	846	0.6650	0.5687	0.6650	0.8155
0.4995	0.8225	848	0.7370	0.5962	0.7370	0.8585
0.4995	0.8244	850	0.8806	0.5374	0.8806	0.9384
0.4995	0.8264	852	1.0882	0.6128	1.0882	1.0432
0.4995	0.8283	854	1.0848	0.6128	1.0848	1.0416
0.4995	0.8303	856	0.9381	0.5882	0.9381	0.9686
0.4995	0.8322	858	0.8804	0.5882	0.8804	0.9383
0.4995	0.8341	860	0.9262	0.5882	0.9262	0.9624
0.4995	0.8361	862	1.1577	0.6128	1.1577	1.0760
0.4995	0.8380	864	1.2318	0.6667	1.2318	1.1099
0.4995	0.8400	866	1.2387	0.5912	1.2387	1.1130
0.4995	0.8419	868	1.1281	0.6431	1.1281	1.0621
0.4995	0.8438	870	1.0052	0.6431	1.0052	1.0026
0.4995	0.8458	872	0.8199	0.6431	0.8199	0.9055
0.4995	0.8477	874	0.7168	0.5702	0.7168	0.8466
0.4995	0.8497	876	0.7448	0.4955	0.7448	0.8630
0.4995	0.8516	878	0.8586	0.5625	0.8586	0.9266
0.4995	0.8535	880	1.0957	0.6128	1.0957	1.0467
0.4995	0.8555	882	1.1331	0.6128	1.1331	1.0645
0.4995	0.8574	884	1.0453	0.6128	1.0453	1.0224
0.4995	0.8594	886	0.9143	0.5070	0.9143	0.9562
0.4995	0.8613	888	0.8517	0.5070	0.8517	0.9229
0.4995	0.8632	890	0.8733	0.7059	0.8733	0.9345
0.4995	0.8652	892	0.9044	0.7059	0.9044	0.9510
0.4995	0.8671	894	0.9285	0.6908	0.9285	0.9636
0.4995	0.8691	896	0.8726	0.6667	0.8726	0.9341
0.4995	0.8710	898	0.6523	0.72	0.6523	0.8077
0.4995	0.8729	900	0.4911	0.6698	0.4911	0.7008
0.4995	0.8749	902	0.4676	0.6379	0.4676	0.6838
0.4995	0.8768	904	0.5401	0.6182	0.5401	0.7349
0.4995	0.8788	906	0.7889	0.7138	0.7889	0.8882
0.4995	0.8807	908	0.9430	0.6667	0.9430	0.9711
0.4995	0.8826	910	0.8204	0.6667	0.8204	0.9058
0.4995	0.8846	912	0.7602	0.6957	0.7602	0.8719
0.4995	0.8865	914	0.7929	0.5962	0.7929	0.8905
0.4995	0.8885	916	0.8158	0.6957	0.8158	0.9032
0.4995	0.8904	918	0.7475	0.5962	0.7475	0.8646
0.4995	0.8923	920	0.6743	0.5962	0.6743	0.8212
0.4995	0.8943	922	0.6541	0.5962	0.6541	0.8088
0.4995	0.8962	924	0.6858	0.5484	0.6858	0.8281
0.4995	0.8982	926	0.8020	0.5962	0.8020	0.8955
0.4995	0.9001	928	0.8433	0.6091	0.8433	0.9183
0.4995	0.9020	930	0.8342	0.5962	0.8342	0.9134
0.4995	0.9040	932	0.9284	0.7059	0.9284	0.9635
0.4995	0.9059	934	0.9069	0.7059	0.9069	0.9523
0.4995	0.9079	936	0.9255	0.6908	0.9255	0.9620
0.4995	0.9098	938	0.8146	0.6617	0.8146	0.9026
0.4995	0.9117	940	0.8116	0.7063	0.8116	0.9009
0.4995	0.9137	942	0.8070	0.7063	0.8070	0.8983
0.4995	0.9156	944	0.8606	0.6908	0.8606	0.9277
0.4995	0.9176	946	0.8088	0.6111	0.8088	0.8993
0.4995	0.9195	948	0.7361	0.5484	0.7361	0.8579
0.4995	0.9214	950	0.7467	0.5484	0.7467	0.8641
0.4995	0.9234	952	0.8313	0.6348	0.8313	0.9117
0.4995	0.9253	954	0.8967	0.6667	0.8967	0.9469
0.4995	0.9273	956	1.0212	0.6667	1.0212	1.0105
0.4995	0.9292	958	0.9680	0.6667	0.9680	0.9839
0.4995	0.9311	960	0.7885	0.7138	0.7885	0.8880
0.4995	0.9331	962	0.6614	0.7116	0.6614	0.8133
0.4995	0.9350	964	0.6176	0.6286	0.6176	0.7859
0.4995	0.9370	966	0.6374	0.6719	0.6374	0.7984
0.4995	0.9389	968	0.7324	0.6216	0.7324	0.8558
0.4995	0.9408	970	0.8365	0.5845	0.8365	0.9146
0.4995	0.9428	972	0.8139	0.5381	0.8139	0.9021
0.4995	0.9447	974	0.7485	0.5484	0.7485	0.8652
0.4995	0.9467	976	0.6494	0.6602	0.6494	0.8058
0.4995	0.9486	978	0.6295	0.6602	0.6295	0.7934
0.4995	0.9505	980	0.6435	0.6602	0.6435	0.8022
0.4995	0.9525	982	0.6887	0.6778	0.6887	0.8299
0.4995	0.9544	984	0.7189	0.7586	0.7189	0.8479
0.4995	0.9564	986	0.8288	0.6980	0.8288	0.9104
0.4995	0.9583	988	0.8068	0.6912	0.8068	0.8982
0.4995	0.9602	990	0.8327	0.6805	0.8327	0.9125
0.4995	0.9622	992	0.8847	0.6805	0.8847	0.9406
0.4995	0.9641	994	0.8343	0.6805	0.8343	0.9134
0.4995	0.9661	996	0.7400	0.5962	0.7400	0.8602
0.4995	0.9680	998	0.7066	0.5926	0.7066	0.8406
0.1985	0.9699	1000	0.7143	0.6351	0.7143	0.8452
0.1985	0.9719	1002	0.7593	0.6847	0.7593	0.8714
0.1985	0.9738	1004	0.7995	0.7131	0.7995	0.8942
0.1985	0.9758	1006	0.7113	0.664	0.7113	0.8434
0.1985	0.9777	1008	0.6754	0.6592	0.6754	0.8218
0.1985	0.9796	1010	0.6664	0.5854	0.6664	0.8163
0.1985	0.9816	1012	0.7266	0.6711	0.7266	0.8524
0.1985	0.9835	1014	0.7997	0.7260	0.7997	0.8943
0.1985	0.9855	1016	0.8064	0.7348	0.8064	0.8980
0.1985	0.9874	1018	0.8528	0.6805	0.8528	0.9235
0.1985	0.9893	1020	0.8064	0.6348	0.8064	0.8980
0.1985	0.9913	1022	0.6935	0.58	0.6935	0.8327
0.1985	0.9932	1024	0.6393	0.6316	0.6393	0.7995
0.1985	0.9952	1026	0.6210	0.6316	0.6210	0.7880
0.1985	0.9971	1028	0.6120	0.6182	0.6120	0.7823
0.1985	0.9990	1030	0.6835	0.72	0.6835	0.8267
0.1985	1.0010	1032	0.7893	0.7287	0.7893	0.8885
0.1985	1.0029	1034	0.8183	0.7287	0.8183	0.9046
0.1985	1.0048	1036	0.8362	0.7287	0.8362	0.9144
0.1985	1.0068	1038	0.6835	0.7586	0.6835	0.8268
0.1985	1.0087	1040	0.5768	0.7266	0.5768	0.7594
0.1985	1.0107	1042	0.5049	0.6547	0.5049	0.7106
0.1985	1.0126	1044	0.5287	0.6602	0.5287	0.7271
0.1985	1.0145	1046	0.5664	0.6452	0.5664	0.7526
0.1985	1.0165	1048	0.5980	0.7364	0.5980	0.7733
0.1985	1.0184	1050	0.6931	0.7296	0.6931	0.8325
0.1985	1.0204	1052	0.7864	0.7225	0.7864	0.8868
0.1985	1.0223	1054	0.8615	0.7225	0.8615	0.9282
0.1985	1.0242	1056	0.9407	0.7059	0.9407	0.9699
0.1985	1.0262	1058	0.8327	0.6759	0.8327	0.9125
0.1985	1.0281	1060	0.6590	0.6351	0.6590	0.8118
0.1985	1.0301	1062	0.6226	0.6351	0.6226	0.7891
0.1985	1.0320	1064	0.6593	0.6847	0.6593	0.8120
0.1985	1.0339	1066	0.7608	0.7386	0.7608	0.8723
0.1985	1.0359	1068	0.7878	0.7386	0.7878	0.8876
0.1985	1.0378	1070	0.7176	0.7296	0.7176	0.8471
0.1985	1.0398	1072	0.6894	0.6847	0.6894	0.8303
0.1985	1.0417	1074	0.7493	0.6635	0.7493	0.8656
0.1985	1.0436	1076	0.7690	0.6635	0.7690	0.8769
0.1985	1.0456	1078	0.8078	0.7565	0.8078	0.8988
0.1985	1.0475	1080	0.9153	0.7222	0.9153	0.9567
0.1985	1.0495	1082	1.0559	0.7308	1.0559	1.0276
0.1985	1.0514	1084	1.0570	0.7308	1.0570	1.0281
0.1985	1.0533	1086	0.8791	0.7222	0.8791	0.9376
0.1985	1.0553	1088	0.7461	0.7565	0.7461	0.8638
0.1985	1.0572	1090	0.6229	0.7107	0.6229	0.7893
0.1985	1.0592	1092	0.5876	0.7107	0.5876	0.7665
0.1985	1.0611	1094	0.6315	0.7107	0.6315	0.7946
0.1985	1.0630	1096	0.7571	0.7131	0.7571	0.8701
0.1985	1.0650	1098	0.8067	0.7222	0.8067	0.8982
0.1985	1.0669	1100	0.7796	0.7296	0.7796	0.8829
0.1985	1.0689	1102	0.6871	0.7107	0.6871	0.8289
0.1985	1.0708	1104	0.6298	0.7107	0.6298	0.7936
0.1985	1.0727	1106	0.6159	0.7107	0.6159	0.7848
0.1985	1.0747	1108	0.6456	0.7260	0.6456	0.8035
0.1985	1.0766	1110	0.6992	0.7123	0.6992	0.8362
0.1985	1.0786	1112	0.7028	0.6602	0.7028	0.8383
0.1985	1.0805	1114	0.6933	0.6939	0.6933	0.8326
0.1985	1.0824	1116	0.6942	0.6602	0.6942	0.8332
0.1985	1.0844	1118	0.7002	0.7123	0.7002	0.8368
0.1985	1.0863	1120	0.6140	0.7123	0.6140	0.7836
0.1985	1.0883	1122	0.5990	0.7407	0.5990	0.7740
0.1985	1.0902	1124	0.7317	0.7336	0.7317	0.8554
0.1985	1.0921	1126	0.9378	0.7368	0.9378	0.9684
0.1985	1.0941	1128	0.9120	0.7368	0.9120	0.9550
0.1985	1.0960	1130	0.7963	0.7529	0.7963	0.8924
0.1985	1.0980	1132	0.5869	0.7027	0.5869	0.7661
0.1985	1.0999	1134	0.5092	0.6026	0.5092	0.7136
0.1985	1.1018	1136	0.5323	0.6613	0.5323	0.7296
0.1985	1.1038	1138	0.6317	0.7260	0.6317	0.7948
0.1985	1.1057	1140	0.7190	0.7709	0.7190	0.8480
0.1985	1.1077	1142	0.7030	0.7709	0.7030	0.8385
0.1985	1.1096	1144	0.5949	0.7027	0.5949	0.7713
0.1985	1.1115	1146	0.4986	0.6751	0.4986	0.7061
0.1985	1.1135	1148	0.5134	0.6751	0.5134	0.7165
0.1985	1.1154	1150	0.6298	0.7510	0.6298	0.7936
0.1985	1.1174	1152	0.8607	0.7529	0.8607	0.9278
0.1985	1.1193	1154	0.9473	0.7368	0.9473	0.9733
0.1985	1.1212	1156	0.8255	0.7529	0.8255	0.9086
0.1985	1.1232	1158	0.6658	0.7510	0.6658	0.8160
0.1985	1.1251	1160	0.6204	0.6667	0.6204	0.7876
0.1985	1.1271	1162	0.6201	0.6667	0.6201	0.7874
0.1985	1.1290	1164	0.6876	0.7586	0.6876	0.8292
0.1985	1.1309	1166	0.7460	0.7586	0.7460	0.8637
0.1985	1.1329	1168	0.7116	0.7348	0.7116	0.8435
0.1985	1.1348	1170	0.6233	0.7348	0.6233	0.7895
0.1985	1.1368	1172	0.6339	0.7348	0.6339	0.7962
0.1985	1.1387	1174	0.7364	0.7348	0.7364	0.8581
0.1985	1.1406	1176	0.9306	0.7658	0.9306	0.9647
0.1985	1.1426	1178	1.0136	0.7368	1.0136	1.0068
0.1985	1.1445	1180	0.8859	0.7368	0.8859	0.9412
0.1985	1.1465	1182	0.7843	0.7829	0.7843	0.8856
0.1985	1.1484	1184	0.6968	0.6778	0.6968	0.8348
0.1985	1.1503	1186	0.6781	0.6778	0.6781	0.8235
0.1985	1.1523	1188	0.8015	0.7529	0.8015	0.8953
0.1985	1.1542	1190	1.0188	0.7368	1.0188	1.0094
0.1985	1.1562	1192	1.0072	0.7368	1.0072	1.0036
0.1985	1.1581	1194	0.8718	0.7529	0.8718	0.9337
0.1985	1.1600	1196	0.7996	0.7529	0.7996	0.8942
0.1985	1.1620	1198	0.7284	0.8218	0.7284	0.8535
0.1985	1.1639	1200	0.6205	0.7179	0.6205	0.7877
0.1985	1.1659	1202	0.6510	0.7179	0.6510	0.8069
0.1985	1.1678	1204	0.6516	0.7179	0.6516	0.8072
0.1985	1.1697	1206	0.6654	0.7179	0.6654	0.8157
0.1985	1.1717	1208	0.6538	0.7266	0.6538	0.8086
0.1985	1.1736	1210	0.6757	0.6778	0.6757	0.8220
0.1985	1.1756	1212	0.7128	0.6695	0.7128	0.8443
0.1985	1.1775	1214	0.8135	0.6608	0.8135	0.9019
0.1985	1.1794	1216	0.8252	0.6608	0.8252	0.9084
0.1985	1.1814	1218	0.8967	0.7059	0.8967	0.9469
0.1985	1.1833	1220	0.8031	0.6608	0.8031	0.8962
0.1985	1.1853	1222	0.7133	0.6111	0.7133	0.8446
0.1985	1.1872	1224	0.7729	0.6608	0.7729	0.8791
0.1985	1.1891	1226	0.7580	0.7131	0.7580	0.8707
0.1985	1.1911	1228	0.7221	0.6883	0.7221	0.8498
0.1985	1.1930	1230	0.6983	0.6883	0.6983	0.8356
0.1985	1.1950	1232	0.6852	0.72	0.6852	0.8278
0.1985	1.1969	1234	0.7006	0.7586	0.7006	0.8370
0.1985	1.1988	1236	0.6507	0.7986	0.6507	0.8067
0.1985	1.2008	1238	0.7170	0.7986	0.7170	0.8468
0.1985	1.2027	1240	0.7055	0.7986	0.7055	0.8400
0.1985	1.2047	1242	0.6038	0.7266	0.6038	0.7770
0.1985	1.2066	1244	0.5380	0.7342	0.5380	0.7335
0.1985	1.2085	1246	0.5562	0.6667	0.5562	0.7458
0.1985	1.2105	1248	0.6835	0.6778	0.6835	0.8268
0.1985	1.2124	1250	0.7635	0.7586	0.7635	0.8738
0.1985	1.2144	1252	0.8977	0.7222	0.8977	0.9475
0.1985	1.2163	1254	0.9973	0.6908	0.9973	0.9987
0.1985	1.2182	1256	0.9084	0.7658	0.9084	0.9531
0.1985	1.2202	1258	0.7005	0.6778	0.7005	0.8370
0.1985	1.2221	1260	0.6170	0.6778	0.6170	0.7855
0.1985	1.2241	1262	0.5780	0.6930	0.5780	0.7603
0.1985	1.2260	1264	0.6276	0.6778	0.6276	0.7922
0.1985	1.2279	1266	0.7645	0.6484	0.7645	0.8744
0.1985	1.2299	1268	0.9643	0.6908	0.9643	0.9820
0.1985	1.2318	1270	1.0059	0.6908	1.0059	1.0029
0.1985	1.2338	1272	0.8810	0.7222	0.8810	0.9386
0.1985	1.2357	1274	0.8543	0.7586	0.8543	0.9243
0.1985	1.2376	1276	0.8238	0.7586	0.8238	0.9076
0.1985	1.2396	1278	0.7975	0.7586	0.7975	0.8930
0.1985	1.2415	1280	0.7274	0.6778	0.7274	0.8529
0.1985	1.2435	1282	0.6488	0.6930	0.6488	0.8055
0.1985	1.2454	1284	0.6880	0.6778	0.6880	0.8294
0.1985	1.2473	1286	0.7406	0.72	0.7406	0.8606
0.1985	1.2493	1288	0.7123	0.72	0.7123	0.8440
0.1985	1.2512	1290	0.6852	0.7407	0.6852	0.8278
0.1985	1.2532	1292	0.5973	0.7407	0.5973	0.7729
0.1985	1.2551	1294	0.6104	0.7179	0.6104	0.7813
0.1985	1.2570	1296	0.6827	0.7407	0.6827	0.8263
0.1985	1.2590	1298	0.7787	0.7986	0.7787	0.8825
0.1985	1.2609	1300	0.8559	0.7287	0.8559	0.9251
0.1985	1.2629	1302	1.0551	0.7138	1.0551	1.0272
0.1985	1.2648	1304	1.1330	0.6316	1.1330	1.0644
0.1985	1.2667	1306	1.0569	0.6431	1.0569	1.0280
0.1985	1.2687	1308	0.8748	0.6883	0.8748	0.9353
0.1985	1.2706	1310	0.8069	0.6883	0.8069	0.8983
0.1985	1.2726	1312	0.7257	0.6883	0.7257	0.8519
0.1985	1.2745	1314	0.6464	0.72	0.6464	0.8040
0.1985	1.2764	1316	0.5798	0.7107	0.5798	0.7614
0.1985	1.2784	1318	0.5970	0.6957	0.5970	0.7727
0.1985	1.2803	1320	0.6848	0.7586	0.6848	0.8276
0.1985	1.2823	1322	0.7067	0.7287	0.7067	0.8406
0.1985	1.2842	1324	0.7150	0.7287	0.7150	0.8456
0.1985	1.2861	1326	0.6144	0.7364	0.6144	0.7838
0.1985	1.2881	1328	0.4931	0.7083	0.4931	0.7022
0.1985	1.2900	1330	0.4657	0.7083	0.4657	0.6824
0.1985	1.2919	1332	0.4402	0.6908	0.4402	0.6635
0.1985	1.2939	1334	0.4876	0.7094	0.4876	0.6983
0.1985	1.2958	1336	0.5582	0.7266	0.5582	0.7471
0.1985	1.2978	1338	0.5814	0.7482	0.5814	0.7625
0.1985	1.2997	1340	0.6500	0.7482	0.6500	0.8062
0.1985	1.3016	1342	0.6444	0.7482	0.6444	0.8028
0.1985	1.3036	1344	0.6232	0.7260	0.6232	0.7894
0.1985	1.3055	1346	0.6665	0.7586	0.6665	0.8164
0.1985	1.3075	1348	0.7969	0.7287	0.7969	0.8927
0.1985	1.3094	1350	0.9857	0.6805	0.9857	0.9928
0.1985	1.3113	1352	0.9875	0.6805	0.9875	0.9937
0.1985	1.3133	1354	0.8597	0.6805	0.8597	0.9272
0.1985	1.3152	1356	0.7981	0.6805	0.7981	0.8933
0.1985	1.3172	1358	0.7810	0.6805	0.7810	0.8837
0.1985	1.3191	1360	0.7407	0.7131	0.7407	0.8606
0.1985	1.3210	1362	0.7185	0.7296	0.7185	0.8476
0.1985	1.3230	1364	0.6786	0.6847	0.6786	0.8238
0.1985	1.3249	1366	0.6871	0.7364	0.6871	0.8289
0.1985	1.3269	1368	0.6910	0.776	0.6910	0.8312
0.1985	1.3288	1370	0.7690	0.7287	0.7690	0.8769
0.1985	1.3307	1372	0.8062	0.7287	0.8062	0.8979
0.1985	1.3327	1374	0.7964	0.7287	0.7964	0.8924
0.1985	1.3346	1376	0.7361	0.7287	0.7361	0.8580
0.1985	1.3366	1378	0.7486	0.7287	0.7486	0.8652
0.1985	1.3385	1380	0.7002	0.6818	0.7002	0.8368
0.1985	1.3404	1382	0.6940	0.7482	0.6940	0.8331
0.1985	1.3424	1384	0.7554	0.7482	0.7554	0.8691
0.1985	1.3443	1386	0.7803	0.7482	0.7803	0.8833
0.1985	1.3463	1388	0.7328	0.72	0.7328	0.8561
0.1985	1.3482	1390	0.7617	0.6883	0.7617	0.8727
0.1985	1.3501	1392	0.8902	0.6883	0.8902	0.9435
0.1985	1.3521	1394	0.9892	0.5374	0.9892	0.9946
0.1985	1.3540	1396	0.9984	0.5374	0.9984	0.9992
0.1985	1.3560	1398	0.8624	0.5374	0.8624	0.9286
0.1985	1.3579	1400	0.7557	0.7364	0.7557	0.8693
0.1985	1.3598	1402	0.7566	0.7364	0.7566	0.8698
0.1985	1.3618	1404	0.8748	0.7287	0.8748	0.9353
0.1985	1.3637	1406	0.9064	0.7287	0.9064	0.9520
0.1985	1.3657	1408	0.8195	0.7586	0.8195	0.9052
0.1985	1.3676	1410	0.6741	0.7464	0.6741	0.8210
0.1985	1.3695	1412	0.6233	0.6525	0.6233	0.7895
0.1985	1.3715	1414	0.5468	0.5704	0.5468	0.7395
0.1985	1.3734	1416	0.5385	0.5704	0.5385	0.7338
0.1985	1.3754	1418	0.5668	0.6525	0.5668	0.7528
0.1985	1.3773	1420	0.6426	0.6894	0.6426	0.8016
0.1985	1.3792	1422	0.8256	0.7986	0.8256	0.9086
0.1985	1.3812	1424	0.8989	0.7986	0.8989	0.9481
0.1985	1.3831	1426	0.7765	0.7308	0.7765	0.8812
0.1985	1.3851	1428	0.5697	0.7237	0.5697	0.7548
0.1985	1.3870	1430	0.4915	0.6642	0.4915	0.7011
0.1985	1.3889	1432	0.5290	0.6642	0.5290	0.7273
0.1985	1.3909	1434	0.6753	0.776	0.6753	0.8218
0.1985	1.3928	1436	0.8128	0.7287	0.8128	0.9015
0.1985	1.3948	1438	0.8825	0.7287	0.8825	0.9394
0.1985	1.3967	1440	0.8855	0.7287	0.8855	0.9410
0.1985	1.3986	1442	0.7523	0.7586	0.7523	0.8674
0.1985	1.4006	1444	0.5322	0.6667	0.5322	0.7295
0.1985	1.4025	1446	0.3958	0.6805	0.3958	0.6291
0.1985	1.4045	1448	0.3806	0.6182	0.3806	0.6169
0.1985	1.4064	1450	0.4108	0.7675	0.4108	0.6410
0.1985	1.4083	1452	0.5264	0.7692	0.5264	0.7255
0.1985	1.4103	1454	0.7236	0.7586	0.7236	0.8507
0.1985	1.4122	1456	0.8602	0.7287	0.8602	0.9275
0.1985	1.4142	1458	0.9005	0.7287	0.9005	0.9490
0.1985	1.4161	1460	0.9288	0.7287	0.9288	0.9637
0.1985	1.4180	1462	0.8204	0.7287	0.8204	0.9058
0.1985	1.4200	1464	0.6301	0.7364	0.6301	0.7938
0.1985	1.4219	1466	0.5619	0.7364	0.5619	0.7496
0.1985	1.4239	1468	0.5813	0.7364	0.5813	0.7624
0.1985	1.4258	1470	0.6605	0.7586	0.6605	0.8127
0.1985	1.4277	1472	0.6337	0.7864	0.6337	0.7961
0.1985	1.4297	1474	0.6351	0.7864	0.6351	0.7970
0.1985	1.4316	1476	0.7186	0.7864	0.7186	0.8477
0.1985	1.4336	1478	0.8798	0.7552	0.8798	0.9380
0.1985	1.4355	1480	0.9337	0.7138	0.9337	0.9663
0.1985	1.4374	1482	0.8283	0.7287	0.8283	0.9101
0.1985	1.4394	1484	0.7862	0.7287	0.7862	0.8867
0.1985	1.4413	1486	0.8284	0.7287	0.8284	0.9102
0.1985	1.4433	1488	0.7984	0.7287	0.7984	0.8935
0.1985	1.4452	1490	0.7732	0.7287	0.7732	0.8793
0.1985	1.4471	1492	0.6917	0.7034	0.6917	0.8317
0.1985	1.4491	1494	0.6266	0.6930	0.6266	0.7916
0.1985	1.4510	1496	0.5926	0.6930	0.5926	0.7698
0.1985	1.4530	1498	0.5771	0.7364	0.5771	0.7597
0.14	1.4549	1500	0.5440	0.7812	0.5440	0.7376
0.14	1.4568	1502	0.4729	0.7094	0.4729	0.6877
0.14	1.4588	1504	0.4495	0.7094	0.4495	0.6704
0.14	1.4607	1506	0.5090	0.7317	0.5090	0.7135
0.14	1.4627	1508	0.6280	0.7986	0.6280	0.7925
0.14	1.4646	1510	0.7110	0.7986	0.7110	0.8432
0.14	1.4665	1512	0.6771	0.7986	0.6771	0.8229
0.14	1.4685	1514	0.7015	0.7986	0.7015	0.8376
0.14	1.4704	1516	0.6949	0.7986	0.6949	0.8336
0.14	1.4724	1518	0.6795	0.7709	0.6795	0.8243
0.14	1.4743	1520	0.6518	0.6441	0.6518	0.8073
0.14	1.4762	1522	0.6180	0.6075	0.6180	0.7861
0.14	1.4782	1524	0.5730	0.5517	0.5730	0.7570
0.14	1.4801	1526	0.5972	0.6075	0.5972	0.7728
0.14	1.4821	1528	0.6432	0.7027	0.6432	0.8020
0.14	1.4840	1530	0.7227	0.7603	0.7227	0.8501
0.14	1.4859	1532	0.7103	0.7603	0.7103	0.8428
0.14	1.4879	1534	0.6035	0.7535	0.6035	0.7768
0.14	1.4898	1536	0.5293	0.6689	0.5293	0.7276
0.14	1.4918	1538	0.4763	0.6111	0.4763	0.6902
0.14	1.4937	1540	0.5175	0.6689	0.5175	0.7194
0.14	1.4956	1542	0.6872	0.7603	0.6872	0.8290
0.14	1.4976	1544	0.7925	0.7603	0.7925	0.8902
0.14	1.4995	1546	0.7318	0.7603	0.7318	0.8555
0.14	1.5015	1548	0.5942	0.7027	0.5942	0.7709
0.14	1.5034	1550	0.5139	0.6932	0.5139	0.7169
0.14	1.5053	1552	0.5237	0.6932	0.5237	0.7237
0.14	1.5073	1554	0.6191	0.6529	0.6191	0.7868
0.14	1.5092	1556	0.7372	0.6578	0.7372	0.8586
0.14	1.5112	1558	0.8430	0.7287	0.8430	0.9182
0.14	1.5131	1560	0.8561	0.7287	0.8561	0.9253
0.14	1.5150	1562	0.7573	0.6441	0.7573	0.8702
0.14	1.5170	1564	0.6638	0.6578	0.6638	0.8147
0.14	1.5189	1566	0.6899	0.6441	0.6899	0.8306
0.14	1.5209	1568	0.7342	0.72	0.7342	0.8569
0.14	1.5228	1570	0.7111	0.7864	0.7111	0.8433
0.14	1.5247	1572	0.7134	0.7864	0.7134	0.8446
0.14	1.5267	1574	0.6235	0.6957	0.6235	0.7896
0.14	1.5286	1576	0.5923	0.7094	0.5923	0.7696
0.14	1.5306	1578	0.5687	0.7094	0.5687	0.7541
0.14	1.5325	1580	0.5706	0.6667	0.5706	0.7554
0.14	1.5344	1582	0.5711	0.6667	0.5711	0.7557
0.14	1.5364	1584	0.6646	0.6930	0.6646	0.8152
0.14	1.5383	1586	0.8889	0.7287	0.8889	0.9428
0.14	1.5403	1588	1.0331	0.6316	1.0331	1.0164
0.14	1.5422	1590	0.9673	0.6431	0.9673	0.9835
0.14	1.5441	1592	0.7481	0.6883	0.7481	0.8649
0.14	1.5461	1594	0.5563	0.7094	0.5563	0.7458
0.14	1.5480	1596	0.4847	0.6831	0.4847	0.6962
0.14	1.5500	1598	0.5066	0.6831	0.5066	0.7117
0.14	1.5519	1600	0.5648	0.7094	0.5648	0.7515
0.14	1.5538	1602	0.7175	0.7535	0.7175	0.8471
0.14	1.5558	1604	0.8314	0.7603	0.8314	0.9118
0.14	1.5577	1606	0.8812	0.7603	0.8812	0.9387
0.14	1.5597	1608	0.8111	0.7260	0.8111	0.9006
0.14	1.5616	1610	0.7236	0.7260	0.7236	0.8507
0.14	1.5635	1612	0.5742	0.6831	0.5742	0.7578
0.14	1.5655	1614	0.4980	0.6831	0.4980	0.7057
0.14	1.5674	1616	0.5007	0.6831	0.5007	0.7076
0.14	1.5694	1618	0.5784	0.6794	0.5784	0.7605
0.14	1.5713	1620	0.7665	0.6883	0.7665	0.8755
0.14	1.5732	1622	1.0367	0.7287	1.0367	1.0182
0.14	1.5752	1624	1.1127	0.7287	1.1127	1.0549
0.14	1.5771	1626	0.9507	0.7287	0.9507	0.9751
0.14	1.5790	1628	0.7086	0.72	0.7086	0.8418
0.14	1.5810	1630	0.5491	0.6831	0.5491	0.7410
0.14	1.5829	1632	0.4944	0.6831	0.4944	0.7031
0.14	1.5849	1634	0.5282	0.6831	0.5282	0.7268
0.14	1.5868	1636	0.6397	0.7535	0.6397	0.7998
0.14	1.5887	1638	0.7234	0.7348	0.7234	0.8506
0.14	1.5907	1640	0.7878	0.6883	0.7878	0.8876
0.14	1.5926	1642	0.8148	0.6883	0.8148	0.9027
0.14	1.5946	1644	0.8020	0.6883	0.8020	0.8955
0.14	1.5965	1646	0.8519	0.6883	0.8519	0.9230
0.14	1.5984	1648	0.8658	0.5984	0.8658	0.9305
0.14	1.6004	1650	0.8015	0.6883	0.8015	0.8952
0.14	1.6023	1652	0.7270	0.6441	0.7270	0.8526
0.14	1.6043	1654	0.6513	0.6441	0.6513	0.8070
0.14	1.6062	1656	0.5873	0.7009	0.5873	0.7664
0.14	1.6081	1658	0.5700	0.7009	0.5700	0.7550
0.14	1.6101	1660	0.6084	0.7266	0.6084	0.7800
0.14	1.6120	1662	0.6830	0.7348	0.6830	0.8264
0.14	1.6140	1664	0.7692	0.7348	0.7692	0.8771
0.14	1.6159	1666	0.9366	0.7709	0.9366	0.9678
0.14	1.6178	1668	0.9969	0.7709	0.9969	0.9985
0.14	1.6198	1670	0.8699	0.7709	0.8699	0.9327
0.14	1.6217	1672	0.6982	0.7260	0.6982	0.8356
0.14	1.6237	1674	0.5933	0.7179	0.5933	0.7702
0.14	1.6256	1676	0.5985	0.7179	0.5985	0.7736
0.14	1.6275	1678	0.6459	0.6957	0.6459	0.8037
0.14	1.6295	1680	0.6368	0.6889	0.6368	0.7980
0.14	1.6314	1682	0.6639	0.6957	0.6639	0.8148
0.14	1.6334	1684	0.7086	0.7348	0.7086	0.8418
0.14	1.6353	1686	0.6598	0.6441	0.6598	0.8123
0.14	1.6372	1688	0.6747	0.6883	0.6747	0.8214
0.14	1.6392	1690	0.6386	0.72	0.6386	0.7991
0.14	1.6411	1692	0.6585	0.7586	0.6585	0.8115
0.14	1.6431	1694	0.6293	0.7986	0.6293	0.7933
0.14	1.6450	1696	0.6212	0.7986	0.6212	0.7882
0.14	1.6469	1698	0.6369	0.7986	0.6369	0.7980
0.14	1.6489	1700	0.6756	0.7709	0.6756	0.8219
0.14	1.6508	1702	0.6904	0.7709	0.6904	0.8309
0.14	1.6528	1704	0.6485	0.7709	0.6485	0.8053
0.14	1.6547	1706	0.6566	0.7709	0.6566	0.8103
0.14	1.6566	1708	0.6181	0.6957	0.6181	0.7862
0.14	1.6586	1710	0.6658	0.7709	0.6658	0.8160
0.14	1.6605	1712	0.8217	0.7287	0.8217	0.9065
0.14	1.6625	1714	0.8934	0.7529	0.8934	0.9452
0.14	1.6644	1716	0.8108	0.7287	0.8108	0.9004
0.14	1.6663	1718	0.6353	0.7864	0.6353	0.7971
0.14	1.6683	1720	0.5104	0.7328	0.5104	0.7144
0.14	1.6702	1722	0.4978	0.7244	0.4978	0.7055
0.14	1.6722	1724	0.5454	0.7328	0.5454	0.7385
0.14	1.6741	1726	0.6546	0.6957	0.6546	0.8091
0.14	1.6760	1728	0.8874	0.7529	0.8874	0.9420
0.14	1.6780	1730	1.1573	0.6934	1.1573	1.0758
0.14	1.6799	1732	1.2098	0.6459	1.2098	1.0999
0.14	1.6819	1734	1.0716	0.6667	1.0716	1.0352
0.14	1.6838	1736	0.8246	0.7941	0.8246	0.9081
0.14	1.6857	1738	0.6566	0.7116	0.6566	0.8103
0.14	1.6877	1740	0.5421	0.7240	0.5421	0.7363
0.14	1.6896	1742	0.5240	0.7240	0.5240	0.7239
0.14	1.6916	1744	0.5672	0.7442	0.5672	0.7531
0.14	1.6935	1746	0.6768	0.7482	0.6768	0.8227
0.14	1.6954	1748	0.8333	0.7529	0.8333	0.9128
0.14	1.6974	1750	0.9239	0.7059	0.9239	0.9612
0.14	1.6993	1752	0.8589	0.7059	0.8589	0.9268
0.14	1.7013	1754	0.7146	0.6608	0.7146	0.8453
0.14	1.7032	1756	0.5721	0.5926	0.5721	0.7564
0.14	1.7051	1758	0.4720	0.6038	0.4720	0.6870
0.14	1.7071	1760	0.4579	0.6419	0.4579	0.6767
0.14	1.7090	1762	0.4996	0.6038	0.4996	0.7068
0.14	1.7110	1764	0.6290	0.7296	0.6290	0.7931
0.14	1.7129	1766	0.8572	0.7529	0.8572	0.9258
0.14	1.7148	1768	1.0855	0.7368	1.0855	1.0419
0.14	1.7168	1770	1.0993	0.6540	1.0993	1.0485
0.14	1.7187	1772	0.9470	0.7529	0.9470	0.9731
0.14	1.7207	1774	0.7243	0.7131	0.7243	0.8510
0.14	1.7226	1776	0.5524	0.6602	0.5524	0.7432
0.14	1.7245	1778	0.4904	0.7083	0.4904	0.7003
0.14	1.7265	1780	0.4984	0.7083	0.4984	0.7060
0.14	1.7284	1782	0.5189	0.7328	0.5189	0.7204
0.14	1.7304	1784	0.5553	0.7328	0.5553	0.7452
0.14	1.7323	1786	0.5450	0.7328	0.5450	0.7382
0.14	1.7342	1788	0.5822	0.7864	0.5822	0.7630
0.14	1.7362	1790	0.6726	0.7864	0.6726	0.8201
0.14	1.7381	1792	0.7581	0.7603	0.7581	0.8707
0.14	1.7401	1794	0.7642	0.7603	0.7642	0.8742
0.14	1.7420	1796	0.6728	0.7603	0.6728	0.8203
0.14	1.7439	1798	0.5974	0.8028	0.5974	0.7729
0.14	1.7459	1800	0.5246	0.7244	0.5246	0.7243
0.14	1.7478	1802	0.4705	0.6585	0.4705	0.6859
0.14	1.7498	1804	0.4724	0.6585	0.4724	0.6873
0.14	1.7517	1806	0.5202	0.7244	0.5202	0.7212
0.14	1.7536	1808	0.6143	0.7926	0.6143	0.7838
0.14	1.7556	1810	0.6877	0.7986	0.6877	0.8293
0.14	1.7575	1812	0.7599	0.7709	0.7599	0.8717
0.14	1.7595	1814	0.7193	0.7709	0.7193	0.8481
0.14	1.7614	1816	0.6130	0.7429	0.6130	0.7830
0.14	1.7633	1818	0.5120	0.6903	0.5120	0.7155
0.14	1.7653	1820	0.4964	0.6903	0.4964	0.7046
0.14	1.7672	1822	0.5388	0.7607	0.5388	0.7340
0.14	1.7692	1824	0.6406	0.7586	0.6406	0.8004
0.14	1.7711	1826	0.7454	0.7586	0.7454	0.8634
0.14	1.7730	1828	0.9057	0.7529	0.9057	0.9517
0.14	1.7750	1830	0.9884	0.7059	0.9884	0.9942
0.14	1.7769	1832	0.9080	0.7059	0.9080	0.9529
0.14	1.7789	1834	0.7791	0.7529	0.7791	0.8827
0.14	1.7808	1836	0.6214	0.7640	0.6214	0.7883
0.14	1.7827	1838	0.5307	0.7607	0.5307	0.7285
0.14	1.7847	1840	0.5253	0.8	0.5253	0.7248
0.14	1.7866	1842	0.5055	0.7607	0.5055	0.7110
0.14	1.7886	1844	0.5163	0.8	0.5163	0.7185
0.14	1.7905	1846	0.5218	0.7364	0.5218	0.7224
0.14	1.7924	1848	0.5656	0.7364	0.5656	0.7521
0.14	1.7944	1850	0.6637	0.7829	0.6637	0.8147
0.14	1.7963	1852	0.8034	0.7529	0.8034	0.8963
0.14	1.7983	1854	0.9767	0.7726	0.9767	0.9883
0.14	1.8002	1856	0.9798	0.7726	0.9798	0.9898
0.14	1.8021	1858	0.8403	0.7658	0.8403	0.9167
0.14	1.8041	1860	0.6436	0.7709	0.6436	0.8023
0.14	1.8060	1862	0.5164	0.7692	0.5164	0.7186
0.14	1.8080	1864	0.4815	0.7083	0.4815	0.6939
0.14	1.8099	1866	0.5125	0.7328	0.5125	0.7159
0.14	1.8118	1868	0.6460	0.7709	0.6460	0.8037
0.14	1.8138	1870	0.8242	0.7529	0.8242	0.9079
0.14	1.8157	1872	0.8591	0.7059	0.8591	0.9269
0.14	1.8177	1874	0.7913	0.7059	0.7913	0.8895
0.14	1.8196	1876	0.6519	0.7709	0.6519	0.8074
0.14	1.8215	1878	0.5911	0.7328	0.5911	0.7689
0.14	1.8235	1880	0.5982	0.7864	0.5982	0.7734
0.14	1.8254	1882	0.5859	0.7864	0.5859	0.7654
0.14	1.8274	1884	0.6254	0.7864	0.6254	0.7908
0.14	1.8293	1886	0.6359	0.7986	0.6359	0.7975
0.14	1.8312	1888	0.6130	0.7586	0.6130	0.7829
0.14	1.8332	1890	0.6105	0.7131	0.6105	0.7813
0.14	1.8351	1892	0.5680	0.776	0.5680	0.7536
0.14	1.8371	1894	0.5391	0.7107	0.5391	0.7343
0.14	1.8390	1896	0.4915	0.6818	0.4915	0.7011
0.14	1.8409	1898	0.5132	0.6818	0.5132	0.7164
0.14	1.8429	1900	0.6162	0.776	0.6162	0.7850
0.14	1.8448	1902	0.7903	0.7529	0.7903	0.8890
0.14	1.8468	1904	0.8681	0.7529	0.8681	0.9317
0.14	1.8487	1906	0.8152	0.7529	0.8152	0.9029
0.14	1.8506	1908	0.7109	0.7705	0.7109	0.8432
0.14	1.8526	1910	0.5760	0.7490	0.5760	0.7589
0.14	1.8545	1912	0.5024	0.6638	0.5024	0.7088
0.14	1.8565	1914	0.4699	0.6379	0.4699	0.6855
0.14	1.8584	1916	0.4810	0.7244	0.4810	0.6935
0.14	1.8603	1918	0.5099	0.7328	0.5099	0.7141
0.14	1.8623	1920	0.6048	0.8028	0.6048	0.7777
0.14	1.8642	1922	0.7183	0.7820	0.7183	0.8476
0.14	1.8661	1924	0.7146	0.7820	0.7146	0.8453
0.14	1.8681	1926	0.6150	0.7864	0.6150	0.7842
0.14	1.8700	1928	0.4821	0.7094	0.4821	0.6944
0.14	1.8720	1930	0.4373	0.6585	0.4373	0.6613
0.14	1.8739	1932	0.4595	0.6831	0.4595	0.6778
0.14	1.8758	1934	0.5000	0.7244	0.5000	0.7071
0.14	1.8778	1936	0.5976	0.8256	0.5976	0.7730
0.14	1.8797	1938	0.7494	0.7529	0.7494	0.8657
0.14	1.8817	1940	0.8261	0.7529	0.8261	0.9089
0.14	1.8836	1942	0.7739	0.7529	0.7739	0.8797
0.14	1.8855	1944	0.6244	0.7864	0.6244	0.7902
0.14	1.8875	1946	0.5019	0.7094	0.5019	0.7084
0.14	1.8894	1948	0.4386	0.6807	0.4386	0.6623
0.14	1.8914	1950	0.4127	0.7083	0.4127	0.6424
0.14	1.8933	1952	0.4343	0.7083	0.4343	0.6590
0.14	1.8952	1954	0.5105	0.7358	0.5105	0.7145
0.14	1.8972	1956	0.6080	0.7756	0.6080	0.7797
0.14	1.8991	1958	0.6684	0.7864	0.6684	0.8175
0.14	1.9011	1960	0.6273	0.7864	0.6273	0.7920
0.14	1.9030	1962	0.5953	0.7864	0.5953	0.7715
0.14	1.9049	1964	0.5564	0.7328	0.5564	0.7459
0.14	1.9069	1966	0.5393	0.7429	0.5393	0.7344
0.14	1.9088	1968	0.5048	0.6932	0.5048	0.7105
0.14	1.9108	1970	0.5140	0.6932	0.5140	0.7169
0.14	1.9127	1972	0.5476	0.7177	0.5476	0.7400
0.14	1.9146	1974	0.6342	0.7986	0.6342	0.7964
0.14	1.9166	1976	0.7664	0.7986	0.7664	0.8755
0.14	1.9185	1978	0.8210	0.7941	0.8210	0.9061
0.14	1.9205	1980	0.7655	0.7529	0.7655	0.8750
0.14	1.9224	1982	0.7085	0.7386	0.7085	0.8417
0.14	1.9243	1984	0.6113	0.7812	0.6113	0.7819
0.14	1.9263	1986	0.6019	0.7812	0.6019	0.7758
0.14	1.9282	1988	0.6554	0.7364	0.6554	0.8095
0.14	1.9302	1990	0.7487	0.7131	0.7487	0.8653
0.14	1.9321	1992	0.8141	0.7059	0.8141	0.9023
0.14	1.9340	1994	0.8512	0.7059	0.8512	0.9226
0.14	1.9360	1996	0.8347	0.7529	0.8347	0.9136
0.14	1.9379	1998	0.7626	0.7529	0.7626	0.8733
0.1268	1.9399	2000	0.6287	0.7364	0.6287	0.7929
0.1268	1.9418	2002	0.5512	0.7464	0.5512	0.7424
0.1268	1.9437	2004	0.5486	0.7240	0.5486	0.7407
0.1268	1.9457	2006	0.6083	0.7651	0.6083	0.7799
0.1268	1.9476	2008	0.6289	0.7651	0.6289	0.7931
0.1268	1.9496	2010	0.6121	0.7442	0.6121	0.7823
0.1268	1.9515	2012	0.6230	0.7535	0.6230	0.7893
0.1268	1.9534	2014	0.5599	0.7240	0.5599	0.7482
0.1268	1.9554	2016	0.4858	0.7004	0.4858	0.6970
0.1268	1.9573	2018	0.4605	0.7004	0.4605	0.6786
0.1268	1.9593	2020	0.4607	0.7004	0.4607	0.6788
0.1268	1.9612	2022	0.4966	0.7004	0.4966	0.7047
0.1268	1.9631	2024	0.5413	0.7162	0.5413	0.7357
0.1268	1.9651	2026	0.6474	0.7586	0.6474	0.8046
0.1268	1.9670	2028	0.7005	0.8028	0.7005	0.8370
0.1268	1.9690	2030	0.6822	0.8028	0.6822	0.8260
0.1268	1.9709	2032	0.6186	0.7240	0.6186	0.7865
0.1268	1.9728	2034	0.5834	0.7388	0.5834	0.7638
0.1268	1.9748	2036	0.5493	0.7388	0.5493	0.7411
0.1268	1.9767	2038	0.5507	0.7388	0.5507	0.7421
0.1268	1.9787	2040	0.5376	0.7388	0.5376	0.7332
0.1268	1.9806	2042	0.5780	0.7240	0.5780	0.7602
0.1268	1.9825	2044	0.6278	0.7240	0.6278	0.7923
0.1268	1.9845	2046	0.6676	0.7805	0.6676	0.8171
0.1268	1.9864	2048	0.6547	0.7240	0.6547	0.8091
0.1268	1.9884	2050	0.6169	0.7240	0.6169	0.7854
0.1268	1.9903	2052	0.5813	0.7240	0.5813	0.7624
0.1268	1.9922	2054	0.5627	0.7240	0.5627	0.7501
0.1268	1.9942	2056	0.5472	0.7240	0.5472	0.7398
0.1268	1.9961	2058	0.5594	0.7240	0.5594	0.7479
0.1268	1.9981	2060	0.6262	0.7240	0.6262	0.7913
0.1268	2.0	2062	0.7347	0.7864	0.7347	0.8571
0.1268	2.0019	2064	0.7805	0.7603	0.7805	0.8834
0.1268	2.0039	2066	0.7795	0.7603	0.7795	0.8829
0.1268	2.0058	2068	0.6950	0.8028	0.6950	0.8337
0.1268	2.0078	2070	0.5859	0.7464	0.5859	0.7654
0.1268	2.0097	2072	0.4928	0.6585	0.4928	0.7020
0.1268	2.0116	2074	0.4708	0.6585	0.4708	0.6862
0.1268	2.0136	2076	0.4785	0.6585	0.4785	0.6918
0.1268	2.0155	2078	0.5116	0.7004	0.5116	0.7153
0.1268	2.0175	2080	0.5683	0.7464	0.5683	0.7539
0.1268	2.0194	2082	0.5891	0.7464	0.5891	0.7675
0.1268	2.0213	2084	0.6099	0.7372	0.6099	0.7810
0.1268	2.0233	2086	0.6316	0.7407	0.6316	0.7947
0.1268	2.0252	2088	0.6550	0.7260	0.6550	0.8094
0.1268	2.0272	2090	0.6142	0.7407	0.6142	0.7837
0.1268	2.0291	2092	0.5673	0.7407	0.5673	0.7532
0.1268	2.0310	2094	0.5375	0.7464	0.5375	0.7332
0.1268	2.0330	2096	0.4873	0.7244	0.4873	0.6981
0.1268	2.0349	2098	0.4508	0.7004	0.4508	0.6714
0.1268	2.0369	2100	0.4652	0.7162	0.4652	0.6821
0.1268	2.0388	2102	0.4740	0.7162	0.4740	0.6885
0.1268	2.0407	2104	0.4939	0.7240	0.4939	0.7028
0.1268	2.0427	2106	0.4864	0.7240	0.4864	0.6975
0.1268	2.0446	2108	0.4697	0.7464	0.4697	0.6853
0.1268	2.0466	2110	0.4350	0.7240	0.4350	0.6596
0.1268	2.0485	2112	0.4580	0.7464	0.4580	0.6768
0.1268	2.0504	2114	0.5033	0.7692	0.5033	0.7094
0.1268	2.0524	2116	0.5242	0.7692	0.5242	0.7240
0.1268	2.0543	2118	0.5980	0.7407	0.5980	0.7733
0.1268	2.0563	2120	0.6272	0.7640	0.6272	0.7919
0.1268	2.0582	2122	0.6638	0.7640	0.6638	0.8148
0.1268	2.0601	2124	0.6961	0.7640	0.6961	0.8343
0.1268	2.0621	2126	0.7132	0.7640	0.7132	0.8445
0.1268	2.0640	2128	0.6367	0.7640	0.6367	0.7980
0.1268	2.0660	2130	0.5474	0.7640	0.5474	0.7399
0.1268	2.0679	2132	0.5428	0.7926	0.5428	0.7367
0.1268	2.0698	2134	0.5841	0.7640	0.5841	0.7643
0.1268	2.0718	2136	0.6526	0.7986	0.6526	0.8078
0.1268	2.0737	2138	0.6328	0.7640	0.6328	0.7955
0.1268	2.0757	2140	0.5323	0.7692	0.5323	0.7296
0.1268	2.0776	2142	0.5003	0.7692	0.5003	0.7073
0.1268	2.0795	2144	0.5409	0.7692	0.5409	0.7354
0.1268	2.0815	2146	0.6186	0.7926	0.6186	0.7865
0.1268	2.0834	2148	0.6590	0.8028	0.6590	0.8118
0.1268	2.0854	2150	0.6243	0.8028	0.6243	0.7902
0.1268	2.0873	2152	0.5327	0.7464	0.5327	0.7299
0.1268	2.0892	2154	0.5221	0.7464	0.5221	0.7226
0.1268	2.0912	2156	0.5938	0.7692	0.5938	0.7706
0.1268	2.0931	2158	0.6676	0.7758	0.6676	0.8171
0.1268	2.0951	2160	0.6183	0.7692	0.6183	0.7863
0.1268	2.0970	2162	0.5731	0.7692	0.5731	0.7571
0.1268	2.0989	2164	0.5454	0.7464	0.5454	0.7385
0.1268	2.1009	2166	0.5703	0.7464	0.5703	0.7552
0.1268	2.1028	2168	0.5395	0.7240	0.5395	0.7345
0.1268	2.1048	2170	0.5350	0.7240	0.5350	0.7314
0.1268	2.1067	2172	0.5802	0.7464	0.5802	0.7617
0.1268	2.1086	2174	0.6656	0.7758	0.6656	0.8159
0.1268	2.1106	2176	0.6813	0.7758	0.6813	0.8254
0.1268	2.1125	2178	0.6288	0.7407	0.6288	0.7930
0.1268	2.1145	2180	0.6110	0.7407	0.6110	0.7817
0.1268	2.1164	2182	0.6183	0.7510	0.6183	0.7863
0.1268	2.1183	2184	0.6085	0.7510	0.6085	0.7800
0.1268	2.1203	2186	0.5963	0.7266	0.5963	0.7722
0.1268	2.1222	2188	0.6195	0.7266	0.6195	0.7871
0.1268	2.1242	2190	0.5780	0.7328	0.5780	0.7603
0.1268	2.1261	2192	0.5640	0.7240	0.5640	0.7510
0.1268	2.1280	2194	0.6042	0.7492	0.6042	0.7773
0.1268	2.1300	2196	0.7153	0.7492	0.7153	0.8458
0.1268	2.1319	2198	0.7606	0.7375	0.7606	0.8721
0.1268	2.1339	2200	0.7062	0.7907	0.7062	0.8403
0.1268	2.1358	2202	0.6015	0.6975	0.6015	0.7756
0.1268	2.1377	2204	0.5100	0.6645	0.5100	0.7142
0.1268	2.1397	2206	0.4781	0.6645	0.4781	0.6914
0.1268	2.1416	2208	0.4969	0.6645	0.4969	0.7049
0.1268	2.1435	2210	0.5754	0.7692	0.5754	0.7586
0.1268	2.1455	2212	0.6163	0.7692	0.6163	0.7851
0.1268	2.1474	2214	0.6026	0.7692	0.6026	0.7763
0.1268	2.1494	2216	0.6171	0.7812	0.6171	0.7855
0.1268	2.1513	2218	0.6231	0.7364	0.6231	0.7894
0.1268	2.1532	2220	0.6680	0.7034	0.6680	0.8173
0.1268	2.1552	2222	0.6526	0.7364	0.6526	0.8078
0.1268	2.1571	2224	0.6064	0.7364	0.6064	0.7787
0.1268	2.1591	2226	0.6253	0.7364	0.6253	0.7907
0.1268	2.1610	2228	0.6304	0.7364	0.6304	0.7940
0.1268	2.1629	2230	0.6028	0.7107	0.6028	0.7764
0.1268	2.1649	2232	0.6430	0.7364	0.6430	0.8019
0.1268	2.1668	2234	0.6996	0.776	0.6996	0.8364
0.1268	2.1688	2236	0.6508	0.8028	0.6508	0.8067
0.1268	2.1707	2238	0.6144	0.7464	0.6144	0.7838
0.1268	2.1726	2240	0.5302	0.7240	0.5302	0.7282
0.1268	2.1746	2242	0.5282	0.7240	0.5282	0.7268
0.1268	2.1765	2244	0.5560	0.7464	0.5560	0.7457
0.1268	2.1785	2246	0.6314	0.7364	0.6314	0.7946
0.1268	2.1804	2248	0.6642	0.7034	0.6642	0.8150
0.1268	2.1823	2250	0.6536	0.7034	0.6536	0.8084
0.1268	2.1843	2252	0.6190	0.72	0.6190	0.7867
0.1268	2.1862	2254	0.6175	0.72	0.6175	0.7858
0.1268	2.1882	2256	0.5840	0.7686	0.5840	0.7642
0.1268	2.1901	2258	0.6112	0.7686	0.6112	0.7818
0.1268	2.1920	2260	0.6531	0.7510	0.6531	0.8082
0.1268	2.1940	2262	0.7002	0.7709	0.7002	0.8368
0.1268	2.1959	2264	0.7464	0.7709	0.7464	0.8640
0.1268	2.1979	2266	0.7198	0.7603	0.7198	0.8484
0.1268	2.1998	2268	0.6061	0.7260	0.6061	0.7785
0.1268	2.2017	2270	0.5035	0.7388	0.5035	0.7096
0.1268	2.2037	2272	0.4884	0.7388	0.4884	0.6989
0.1268	2.2056	2274	0.5061	0.7623	0.5061	0.7114
0.1268	2.2076	2276	0.5835	0.7407	0.5835	0.7639
0.1268	2.2095	2278	0.6785	0.7603	0.6785	0.8237
0.1268	2.2114	2280	0.6682	0.7603	0.6682	0.8174
0.1268	2.2134	2282	0.5666	0.7407	0.5666	0.7528
0.1268	2.2153	2284	0.5017	0.7863	0.5017	0.7083
0.1268	2.2173	2286	0.4622	0.7623	0.4622	0.6799
0.1268	2.2192	2288	0.4760	0.7863	0.4760	0.6900
0.1268	2.2211	2290	0.4973	0.7863	0.4973	0.7052
0.1268	2.2231	2292	0.5666	0.7407	0.5666	0.7527
0.1268	2.2250	2294	0.6665	0.7296	0.6665	0.8164
0.1268	2.2270	2296	0.6798	0.7296	0.6798	0.8245
0.1268	2.2289	2298	0.6385	0.7034	0.6385	0.7991
0.1268	2.2308	2300	0.5656	0.6729	0.5656	0.7520
0.1268	2.2328	2302	0.4967	0.6903	0.4967	0.7048
0.1268	2.2347	2304	0.4739	0.7004	0.4739	0.6884
0.1268	2.2367	2306	0.5010	0.7623	0.5010	0.7078
0.1268	2.2386	2308	0.6022	0.7407	0.6022	0.7760
0.1268	2.2405	2310	0.7477	0.7941	0.7477	0.8647
0.1268	2.2425	2312	0.7690	0.7529	0.7690	0.8769
0.1268	2.2444	2314	0.6783	0.7705	0.6783	0.8236
0.1268	2.2464	2316	0.5687	0.7266	0.5687	0.7541
0.1268	2.2483	2318	0.4771	0.6866	0.4771	0.6907
0.1268	2.2502	2320	0.4647	0.7004	0.4647	0.6817
0.1268	2.2522	2322	0.4904	0.7083	0.4904	0.7003
0.1268	2.2541	2324	0.5598	0.7266	0.5598	0.7482
0.1268	2.2561	2326	0.6412	0.7034	0.6412	0.8007
0.1268	2.2580	2328	0.6630	0.7034	0.6630	0.8142
0.1268	2.2599	2330	0.6323	0.6778	0.6323	0.7952
0.1268	2.2619	2332	0.5997	0.6529	0.5997	0.7744
0.1268	2.2638	2334	0.5830	0.6857	0.5830	0.7636
0.1268	2.2658	2336	0.5515	0.6857	0.5515	0.7426
0.1268	2.2677	2338	0.5197	0.6857	0.5197	0.7209
0.1268	2.2696	2340	0.5287	0.6857	0.5287	0.7271
0.1268	2.2716	2342	0.6180	0.6316	0.6180	0.7861
0.1268	2.2735	2344	0.7791	0.7059	0.7791	0.8827
0.1268	2.2755	2346	0.8452	0.6908	0.8452	0.9193
0.1268	2.2774	2348	0.7772	0.6908	0.7772	0.8816
0.1268	2.2793	2350	0.6438	0.6216	0.6438	0.8024
0.1268	2.2813	2352	0.5156	0.7009	0.5156	0.7180
0.1268	2.2832	2354	0.4299	0.7319	0.4299	0.6557
0.1268	2.2852	2356	0.4066	0.6805	0.4066	0.6377
0.1268	2.2871	2358	0.4039	0.6805	0.4039	0.6355
0.1268	2.2890	2360	0.4265	0.7222	0.4265	0.6531
0.1268	2.2910	2362	0.5132	0.7490	0.5132	0.7164
0.1268	2.2929	2364	0.6999	0.6471	0.6999	0.8366
0.1268	2.2949	2366	0.8435	0.6908	0.8435	0.9184
0.1268	2.2968	2368	0.8709	0.6908	0.8709	0.9332
0.1268	2.2987	2370	0.8344	0.6908	0.8344	0.9135
0.1268	2.3007	2372	0.7339	0.6608	0.7339	0.8567
0.1268	2.3026	2374	0.5902	0.6316	0.5902	0.7683
0.1268	2.3046	2376	0.5024	0.7083	0.5024	0.7088
0.1268	2.3065	2378	0.4841	0.7083	0.4841	0.6958
0.1268	2.3084	2380	0.5018	0.7083	0.5018	0.7083
0.1268	2.3104	2382	0.5546	0.7328	0.5546	0.7447
0.1268	2.3123	2384	0.6246	0.7179	0.6246	0.7903
0.1268	2.3143	2386	0.6756	0.7116	0.6756	0.8220
0.1268	2.3162	2388	0.6419	0.7116	0.6419	0.8012
0.1268	2.3181	2390	0.5839	0.7179	0.5839	0.7641
0.1268	2.3201	2392	0.5590	0.7103	0.5590	0.7476
0.1268	2.3220	2394	0.5475	0.7103	0.5475	0.7399
0.1268	2.3240	2396	0.5138	0.7240	0.5138	0.7168
0.1268	2.3259	2398	0.4691	0.7240	0.4691	0.6849
0.1268	2.3278	2400	0.4272	0.7518	0.4272	0.6536
0.1268	2.3298	2402	0.4264	0.7789	0.4264	0.6530
0.1268	2.3317	2404	0.4606	0.7518	0.4606	0.6787
0.1268	2.3337	2406	0.4636	0.7518	0.4636	0.6809
0.1268	2.3356	2408	0.4805	0.7372	0.4805	0.6931
0.1268	2.3375	2410	0.4765	0.7518	0.4765	0.6903
0.1268	2.3395	2412	0.4978	0.7094	0.4978	0.7055
0.1268	2.3414	2414	0.5354	0.6667	0.5354	0.7317
0.1268	2.3434	2416	0.5949	0.72	0.5949	0.7713
0.1268	2.3453	2418	0.6675	0.7529	0.6675	0.8170
0.1268	2.3472	2420	0.7083	0.7529	0.7083	0.8416
0.1268	2.3492	2422	0.6692	0.7131	0.6692	0.8181
0.1268	2.3511	2424	0.6294	0.72	0.6294	0.7933
0.1268	2.3531	2426	0.5658	0.7364	0.5658	0.7522
0.1268	2.3550	2428	0.5126	0.6818	0.5126	0.7159
0.1268	2.3569	2430	0.4421	0.7083	0.4421	0.6649
0.1268	2.3589	2432	0.4254	0.6638	0.4254	0.6522
0.1268	2.3608	2434	0.4257	0.7083	0.4257	0.6525
0.1268	2.3628	2436	0.4567	0.7083	0.4567	0.6758
0.1268	2.3647	2438	0.5041	0.7863	0.5041	0.7100
0.1268	2.3666	2440	0.5509	0.7407	0.5509	0.7422

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

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 14, 2024
Updated: Nov 14, 2024