ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k100_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k100_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k100_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: 9f4e3d2e

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k100_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: 0.8683
Qwk: 0.6047
Mse: 0.8683
Rmse: 0.9318

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	0.0050	2	4.9357	-0.0238	4.9357	2.2216
No log	0.0099	4	3.1123	0.0589	3.1123	1.7642
No log	0.0149	6	1.8930	0.1383	1.8930	1.3759
No log	0.0198	8	1.6165	0.0182	1.6165	1.2714
No log	0.0248	10	1.6173	0.0167	1.6173	1.2717
No log	0.0297	12	1.2527	0.0345	1.2527	1.1192
No log	0.0347	14	1.1217	0.1946	1.1217	1.0591
No log	0.0396	16	1.1197	0.2090	1.1197	1.0582
No log	0.0446	18	1.2116	0.2868	1.2116	1.1007
No log	0.0495	20	1.4816	0.0245	1.4816	1.2172
No log	0.0545	22	1.4473	0.0436	1.4473	1.2030
No log	0.0594	24	1.2725	0.1359	1.2725	1.1281
No log	0.0644	26	1.2177	0.1562	1.2177	1.1035
No log	0.0693	28	1.1435	0.3498	1.1435	1.0693
No log	0.0743	30	1.0965	0.3050	1.0965	1.0471
No log	0.0792	32	1.1515	0.3696	1.1515	1.0731
No log	0.0842	34	1.0981	0.262	1.0981	1.0479
No log	0.0891	36	1.0560	0.262	1.0560	1.0276
No log	0.0941	38	1.0505	0.2885	1.0505	1.0250
No log	0.0990	40	1.0849	0.2556	1.0849	1.0416
No log	0.1040	42	1.1229	0.2633	1.1229	1.0597
No log	0.1089	44	1.2844	0.2686	1.2844	1.1333
No log	0.1139	46	1.1989	0.3234	1.1989	1.0949
No log	0.1188	48	1.2036	0.2742	1.2036	1.0971
No log	0.1238	50	1.2754	0.2215	1.2754	1.1293
No log	0.1287	52	1.4075	0.0542	1.4075	1.1864
No log	0.1337	54	1.4155	0.1582	1.4155	1.1897
No log	0.1386	56	1.4714	0.1358	1.4714	1.2130
No log	0.1436	58	1.5474	0.0941	1.5474	1.2439
No log	0.1485	60	1.3799	0.1216	1.3799	1.1747
No log	0.1535	62	1.1919	0.2554	1.1919	1.0917
No log	0.1584	64	1.1555	0.3382	1.1555	1.0749
No log	0.1634	66	1.1851	0.2721	1.1851	1.0886
No log	0.1683	68	1.1847	0.2667	1.1847	1.0884
No log	0.1733	70	1.1082	0.3346	1.1082	1.0527
No log	0.1782	72	1.0470	0.2321	1.0470	1.0232
No log	0.1832	74	1.0072	0.262	1.0072	1.0036
No log	0.1881	76	1.0314	0.1850	1.0314	1.0156
No log	0.1931	78	1.2340	0.2196	1.2340	1.1108
No log	0.1980	80	1.2835	0.2313	1.2835	1.1329
No log	0.2030	82	1.1690	0.2826	1.1690	1.0812
No log	0.2079	84	1.1292	0.3065	1.1292	1.0626
No log	0.2129	86	1.2492	0.1702	1.2492	1.1177
No log	0.2178	88	1.2318	0.2273	1.2318	1.1099
No log	0.2228	90	1.2582	0.4167	1.2582	1.1217
No log	0.2277	92	1.2710	0.2960	1.2710	1.1274
No log	0.2327	94	1.2468	0.25	1.2468	1.1166
No log	0.2376	96	1.2331	0.2263	1.2331	1.1104
No log	0.2426	98	1.2291	0.2579	1.2291	1.1086
No log	0.2475	100	1.2019	0.3447	1.2019	1.0963
No log	0.2525	102	1.1477	0.2831	1.1477	1.0713
No log	0.2574	104	1.1269	0.3017	1.1269	1.0616
No log	0.2624	106	1.0622	0.2878	1.0622	1.0306
No log	0.2673	108	1.0792	0.3457	1.0792	1.0388
No log	0.2723	110	1.1761	0.3418	1.1761	1.0845
No log	0.2772	112	1.2486	0.3418	1.2486	1.1174
No log	0.2822	114	1.2450	0.2723	1.2450	1.1158
No log	0.2871	116	1.2722	0.3227	1.2722	1.1279
No log	0.2921	118	1.3742	0.1805	1.3742	1.1723
No log	0.2970	120	1.3342	0.2831	1.3342	1.1551
No log	0.3020	122	1.0445	0.3187	1.0445	1.0220
No log	0.3069	124	0.9945	0.4375	0.9945	0.9973
No log	0.3119	126	1.0218	0.3523	1.0218	1.0109
No log	0.3168	128	1.0475	0.2768	1.0475	1.0235
No log	0.3218	130	1.1948	0.3236	1.1948	1.0931
No log	0.3267	132	1.2954	0.4194	1.2954	1.1382
No log	0.3317	134	1.3540	0.4454	1.3540	1.1636
No log	0.3366	136	1.4191	0.3831	1.4191	1.1913
No log	0.3416	138	1.3299	0.3553	1.3299	1.1532
No log	0.3465	140	1.1964	0.2633	1.1964	1.0938
No log	0.3515	142	1.1329	0.2633	1.1329	1.0644
No log	0.3564	144	1.0833	0.2633	1.0833	1.0408
No log	0.3614	146	1.0495	0.2500	1.0495	1.0244
No log	0.3663	148	1.0908	0.4474	1.0908	1.0444
No log	0.3713	150	1.0877	0.3750	1.0877	1.0429
No log	0.3762	152	1.0173	0.3990	1.0173	1.0086
No log	0.3812	154	1.0111	0.3571	1.0111	1.0055
No log	0.3861	156	1.1106	0.4249	1.1106	1.0539
No log	0.3911	158	1.3481	0.3515	1.3481	1.1611
No log	0.3960	160	1.6070	0.3605	1.6070	1.2677
No log	0.4010	162	1.6749	0.3157	1.6749	1.2942
No log	0.4059	164	1.7675	0.3228	1.7675	1.3295
No log	0.4109	166	1.6769	0.2573	1.6769	1.2949
No log	0.4158	168	1.5513	0.2658	1.5513	1.2455
No log	0.4208	170	1.4128	0.3166	1.4128	1.1886
No log	0.4257	172	1.2627	0.2760	1.2627	1.1237
No log	0.4307	174	1.1732	0.3898	1.1732	1.0832
No log	0.4356	176	1.1916	0.2762	1.1916	1.0916
No log	0.4406	178	1.2539	0.2762	1.2539	1.1198
No log	0.4455	180	1.3108	0.2806	1.3108	1.1449
No log	0.4505	182	1.3564	0.2597	1.3564	1.1646
No log	0.4554	184	1.3640	0.1873	1.3640	1.1679
No log	0.4604	186	1.3255	0.1873	1.3255	1.1513
No log	0.4653	188	1.1675	0.2862	1.1675	1.0805
No log	0.4703	190	1.1543	0.3679	1.1543	1.0744
No log	0.4752	192	1.3007	0.2282	1.3007	1.1405
No log	0.4802	194	1.4579	0.2100	1.4579	1.2074
No log	0.4851	196	1.4123	0.2212	1.4123	1.1884
No log	0.4901	198	1.2730	0.3186	1.2730	1.1283
No log	0.4950	200	1.2834	0.2593	1.2834	1.1329
No log	0.5	202	1.3565	0.2427	1.3565	1.1647
No log	0.5050	204	1.2968	0.3034	1.2968	1.1388
No log	0.5099	206	1.3057	0.3630	1.3057	1.1427
No log	0.5149	208	1.3959	0.4017	1.3959	1.1815
No log	0.5198	210	1.3395	0.3841	1.3395	1.1574
No log	0.5248	212	1.2203	0.4518	1.2203	1.1047
No log	0.5297	214	1.0862	0.4595	1.0862	1.0422
No log	0.5347	216	1.0608	0.4307	1.0608	1.0300
No log	0.5396	218	1.0756	0.4307	1.0756	1.0371
No log	0.5446	220	1.1157	0.4119	1.1157	1.0563
No log	0.5495	222	1.1533	0.4038	1.1533	1.0739
No log	0.5545	224	1.1521	0.4595	1.1521	1.0734
No log	0.5594	226	1.1348	0.4038	1.1348	1.0653
No log	0.5644	228	1.0934	0.4119	1.0934	1.0456
No log	0.5693	230	1.0646	0.4119	1.0646	1.0318
No log	0.5743	232	1.0700	0.4038	1.0700	1.0344
No log	0.5792	234	1.0397	0.4083	1.0397	1.0197
No log	0.5842	236	0.9949	0.4083	0.9949	0.9975
No log	0.5891	238	0.9716	0.4083	0.9716	0.9857
No log	0.5941	240	1.0682	0.4615	1.0682	1.0335
No log	0.5990	242	1.2306	0.5129	1.2306	1.1093
No log	0.6040	244	1.4838	0.4065	1.4838	1.2181
No log	0.6089	246	1.5750	0.3352	1.5750	1.2550
No log	0.6139	248	1.3677	0.4052	1.3677	1.1695
No log	0.6188	250	1.2527	0.4786	1.2527	1.1192
No log	0.6238	252	1.1251	0.5281	1.1251	1.0607
No log	0.6287	254	1.0904	0.5276	1.0904	1.0442
No log	0.6337	256	1.0894	0.5276	1.0894	1.0437
No log	0.6386	258	1.1761	0.4908	1.1761	1.0845
No log	0.6436	260	1.2378	0.3590	1.2378	1.1125
No log	0.6485	262	1.2232	0.3208	1.2232	1.1060
No log	0.6535	264	1.2015	0.3812	1.2015	1.0961
No log	0.6584	266	1.1224	0.5310	1.1224	1.0594
No log	0.6634	268	1.0150	0.4853	1.0150	1.0074
No log	0.6683	270	0.9838	0.4633	0.9838	0.9919
No log	0.6733	272	0.9867	0.3613	0.9867	0.9933
No log	0.6782	274	1.0713	0.5874	1.0713	1.0351
No log	0.6832	276	1.1283	0.4487	1.1283	1.0622
No log	0.6881	278	1.2046	0.4625	1.2046	1.0975
No log	0.6931	280	1.3012	0.3747	1.3012	1.1407
No log	0.6980	282	1.3310	0.3992	1.3310	1.1537
No log	0.7030	284	1.2366	0.4375	1.2366	1.1120
No log	0.7079	286	1.1515	0.4793	1.1515	1.0731
No log	0.7129	288	1.1305	0.4153	1.1305	1.0632
No log	0.7178	290	1.1678	0.4375	1.1678	1.0807
No log	0.7228	292	1.1876	0.4512	1.1876	1.0898
No log	0.7277	294	1.1222	0.4296	1.1222	1.0593
No log	0.7327	296	1.0587	0.4971	1.0587	1.0289
No log	0.7376	298	0.9663	0.4320	0.9663	0.9830
No log	0.7426	300	0.9149	0.4493	0.9149	0.9565
No log	0.7475	302	0.8853	0.35	0.8853	0.9409
No log	0.7525	304	0.8977	0.35	0.8977	0.9475
No log	0.7574	306	0.9693	0.4750	0.9693	0.9845
No log	0.7624	308	1.1485	0.4864	1.1485	1.0717
No log	0.7673	310	1.3537	0.3654	1.3537	1.1635
No log	0.7723	312	1.5729	0.3373	1.5729	1.2541
No log	0.7772	314	1.6013	0.4159	1.6013	1.2654
No log	0.7822	316	1.4597	0.4375	1.4597	1.2082
No log	0.7871	318	1.3394	0.4499	1.3394	1.1573
No log	0.7921	320	1.1865	0.4504	1.1865	1.0893
No log	0.7970	322	1.1400	0.4375	1.1400	1.0677
No log	0.8020	324	1.1176	0.4614	1.1176	1.0572
No log	0.8069	326	1.1546	0.4141	1.1546	1.0745
No log	0.8119	328	1.2127	0.4627	1.2127	1.1012
No log	0.8168	330	1.2594	0.4627	1.2594	1.1222
No log	0.8218	332	1.1662	0.4752	1.1662	1.0799
No log	0.8267	334	1.0729	0.5012	1.0729	1.0358
No log	0.8317	336	0.9996	0.5038	0.9996	0.9998
No log	0.8366	338	0.9524	0.5763	0.9524	0.9759
No log	0.8416	340	0.9042	0.5822	0.9042	0.9509
No log	0.8465	342	0.8673	0.6098	0.8673	0.9313
No log	0.8515	344	0.8532	0.6176	0.8532	0.9237
No log	0.8564	346	0.8539	0.6037	0.8539	0.9241
No log	0.8614	348	0.8654	0.5666	0.8654	0.9303
No log	0.8663	350	0.8866	0.5411	0.8866	0.9416
No log	0.8713	352	0.8756	0.4942	0.8756	0.9357
No log	0.8762	354	0.9080	0.4872	0.9080	0.9529
No log	0.8812	356	0.9804	0.5111	0.9804	0.9901
No log	0.8861	358	0.9372	0.4850	0.9372	0.9681
No log	0.8911	360	0.9138	0.4798	0.9138	0.9559
No log	0.8960	362	0.9674	0.4942	0.9674	0.9836
No log	0.9010	364	0.9841	0.5183	0.9841	0.9920
No log	0.9059	366	0.9979	0.5525	0.9979	0.9989
No log	0.9109	368	1.0351	0.5634	1.0351	1.0174
No log	0.9158	370	1.0227	0.5586	1.0227	1.0113
No log	0.9208	372	0.9191	0.6136	0.9191	0.9587
No log	0.9257	374	0.8501	0.5888	0.8501	0.9220
No log	0.9307	376	0.8375	0.6019	0.8375	0.9152
No log	0.9356	378	0.8414	0.5598	0.8414	0.9173
No log	0.9406	380	0.9085	0.6192	0.9085	0.9532
No log	0.9455	382	0.9905	0.5584	0.9905	0.9953
No log	0.9505	384	1.0009	0.5562	1.0009	1.0005
No log	0.9554	386	0.9755	0.5675	0.9755	0.9877
No log	0.9604	388	0.8987	0.5827	0.8987	0.9480
No log	0.9653	390	0.9038	0.5827	0.9038	0.9507
No log	0.9703	392	0.8918	0.6441	0.8918	0.9444
No log	0.9752	394	0.8541	0.5593	0.8541	0.9242
No log	0.9802	396	0.8460	0.5691	0.8460	0.9198
No log	0.9851	398	0.8511	0.5803	0.8511	0.9226
No log	0.9901	400	0.8852	0.6598	0.8852	0.9408
No log	0.9950	402	0.9456	0.5605	0.9456	0.9724
No log	1.0	404	1.0128	0.5562	1.0128	1.0064
No log	1.0050	406	1.0189	0.5562	1.0189	1.0094
No log	1.0099	408	1.0131	0.5562	1.0131	1.0065
No log	1.0149	410	0.9894	0.5562	0.9894	0.9947
No log	1.0198	412	1.0094	0.5584	1.0094	1.0047
No log	1.0248	414	1.0441	0.5371	1.0441	1.0218
No log	1.0297	416	1.0500	0.5584	1.0500	1.0247
No log	1.0347	418	1.1494	0.5468	1.1494	1.0721
No log	1.0396	420	1.3117	0.4770	1.3117	1.1453
No log	1.0446	422	1.4756	0.3571	1.4756	1.2147
No log	1.0495	424	1.5258	0.3245	1.5258	1.2352
No log	1.0545	426	1.4898	0.4310	1.4898	1.2206
No log	1.0594	428	1.3262	0.4549	1.3262	1.1516
No log	1.0644	430	1.1075	0.5154	1.1075	1.0524
No log	1.0693	432	0.9936	0.5584	0.9936	0.9968
No log	1.0743	434	0.9664	0.5584	0.9664	0.9831
No log	1.0792	436	0.9798	0.5325	0.9798	0.9899
No log	1.0842	438	0.9983	0.5325	0.9983	0.9991
No log	1.0891	440	1.0150	0.4646	1.0150	1.0075
No log	1.0941	442	1.0459	0.4788	1.0459	1.0227
No log	1.0990	444	1.0349	0.3905	1.0349	1.0173
No log	1.1040	446	1.0082	0.3894	1.0082	1.0041
No log	1.1089	448	0.9916	0.3955	0.9916	0.9958
No log	1.1139	450	0.9747	0.4944	0.9747	0.9873
No log	1.1188	452	0.9584	0.4842	0.9584	0.9790
No log	1.1238	454	0.9291	0.4803	0.9291	0.9639
No log	1.1287	456	0.9451	0.5488	0.9451	0.9722
No log	1.1337	458	0.9744	0.5811	0.9744	0.9871
No log	1.1386	460	0.9779	0.5349	0.9779	0.9889
No log	1.1436	462	0.9758	0.5349	0.9758	0.9878
No log	1.1485	464	0.9716	0.4808	0.9716	0.9857
No log	1.1535	466	0.9446	0.4808	0.9446	0.9719
No log	1.1584	468	0.9437	0.375	0.9437	0.9714
No log	1.1634	470	0.9915	0.3812	0.9915	0.9957
No log	1.1683	472	1.0862	0.3571	1.0862	1.0422
No log	1.1733	474	1.0900	0.3455	1.0900	1.0440
No log	1.1782	476	0.9810	0.4571	0.9810	0.9904
No log	1.1832	478	0.8777	0.5422	0.8777	0.9369
No log	1.1881	480	0.8795	0.4777	0.8795	0.9378
No log	1.1931	482	0.9687	0.4359	0.9687	0.9842
No log	1.1980	484	1.0820	0.5051	1.0820	1.0402
No log	1.2030	486	1.1883	0.4431	1.1883	1.0901
No log	1.2079	488	1.1986	0.4431	1.1986	1.0948
No log	1.2129	490	1.0966	0.4437	1.0966	1.0472
No log	1.2178	492	1.0113	0.4441	1.0113	1.0056
No log	1.2228	494	0.9270	0.4932	0.9270	0.9628
No log	1.2277	496	0.8503	0.5411	0.8503	0.9221
No log	1.2327	498	0.8109	0.5828	0.8109	0.9005
0.4539	1.2376	500	0.8713	0.4824	0.8713	0.9334
0.4539	1.2426	502	0.9117	0.4541	0.9117	0.9548
0.4539	1.2475	504	0.9271	0.4265	0.9271	0.9629
0.4539	1.2525	506	1.1549	0.4294	1.1549	1.0747
0.4539	1.2574	508	1.5759	0.2918	1.5759	1.2553
0.4539	1.2624	510	1.9036	0.2297	1.9036	1.3797
0.4539	1.2673	512	1.9967	0.1846	1.9967	1.4130
0.4539	1.2723	514	1.9632	0.2220	1.9632	1.4011
0.4539	1.2772	516	1.9615	0.2095	1.9615	1.4005
0.4539	1.2822	518	1.8196	0.2416	1.8196	1.3489
0.4539	1.2871	520	1.4150	0.4190	1.4150	1.1895
0.4539	1.2921	522	1.0542	0.5223	1.0542	1.0268
0.4539	1.2970	524	0.9056	0.5335	0.9056	0.9517
0.4539	1.3020	526	0.8602	0.5636	0.8602	0.9275
0.4539	1.3069	528	0.8731	0.4302	0.8731	0.9344
0.4539	1.3119	530	0.8402	0.4650	0.8402	0.9166
0.4539	1.3168	532	0.7629	0.4764	0.7629	0.8734
0.4539	1.3218	534	0.7944	0.4871	0.7944	0.8913
0.4539	1.3267	536	0.8598	0.4820	0.8598	0.9273
0.4539	1.3317	538	0.9623	0.5325	0.9623	0.9810
0.4539	1.3366	540	1.0896	0.4290	1.0896	1.0438
0.4539	1.3416	542	1.1986	0.4009	1.1986	1.0948
0.4539	1.3465	544	1.2048	0.2776	1.2048	1.0977
0.4539	1.3515	546	1.2240	0.2776	1.2240	1.1063
0.4539	1.3564	548	1.2414	0.2776	1.2414	1.1142
0.4539	1.3614	550	1.2340	0.2776	1.2340	1.1109
0.4539	1.3663	552	1.1929	0.2370	1.1929	1.0922
0.4539	1.3713	554	1.1264	0.2370	1.1264	1.0613
0.4539	1.3762	556	1.0927	0.2370	1.0927	1.0453
0.4539	1.3812	558	1.1185	0.3674	1.1185	1.0576
0.4539	1.3861	560	1.1979	0.3934	1.1979	1.0945
0.4539	1.3911	562	1.2552	0.3718	1.2552	1.1203
0.4539	1.3960	564	1.3159	0.2835	1.3159	1.1471
0.4539	1.4010	566	1.3684	0.2726	1.3684	1.1698
0.4539	1.4059	568	1.3966	0.2726	1.3966	1.1818
0.4539	1.4109	570	1.4292	0.2941	1.4292	1.1955
0.4539	1.4158	572	1.4638	0.3077	1.4638	1.2099
0.4539	1.4208	574	1.4596	0.3219	1.4596	1.2082
0.4539	1.4257	576	1.4748	0.3003	1.4748	1.2144
0.4539	1.4307	578	1.3071	0.3555	1.3071	1.1433
0.4539	1.4356	580	1.0887	0.4162	1.0887	1.0434
0.4539	1.4406	582	0.9763	0.4434	0.9763	0.9881
0.4539	1.4455	584	0.9295	0.4591	0.9295	0.9641
0.4539	1.4505	586	0.8760	0.5557	0.8760	0.9360
0.4539	1.4554	588	0.8157	0.6451	0.8157	0.9032
0.4539	1.4604	590	0.8153	0.6451	0.8153	0.9030
0.4539	1.4653	592	0.8883	0.5831	0.8883	0.9425
0.4539	1.4703	594	0.9758	0.4162	0.9758	0.9878
0.4539	1.4752	596	0.9031	0.5195	0.9031	0.9503
0.4539	1.4802	598	0.8227	0.5909	0.8227	0.9070
0.4539	1.4851	600	0.7998	0.5806	0.7998	0.8943
0.4539	1.4901	602	0.8033	0.5806	0.8033	0.8963
0.4539	1.4950	604	0.8077	0.5806	0.8077	0.8987
0.4539	1.5	606	0.8317	0.5870	0.8317	0.9120
0.4539	1.5050	608	0.8070	0.6223	0.8070	0.8983
0.4539	1.5099	610	0.7976	0.6408	0.7976	0.8931
0.4539	1.5149	612	0.8622	0.5976	0.8622	0.9285
0.4539	1.5198	614	0.9342	0.6259	0.9342	0.9666
0.4539	1.5248	616	0.9933	0.6166	0.9933	0.9967
0.4539	1.5297	618	1.0304	0.6166	1.0304	1.0151
0.4539	1.5347	620	1.0200	0.6166	1.0200	1.0100
0.4539	1.5396	622	0.9866	0.6166	0.9866	0.9933
0.4539	1.5446	624	0.9662	0.5975	0.9662	0.9830
0.4539	1.5495	626	0.9066	0.6354	0.9066	0.9521
0.4539	1.5545	628	0.8385	0.6259	0.8385	0.9157
0.4539	1.5594	630	0.7908	0.6331	0.7908	0.8893
0.4539	1.5644	632	0.7945	0.6718	0.7945	0.8914
0.4539	1.5693	634	0.8032	0.6718	0.8032	0.8962
0.4539	1.5743	636	0.8211	0.5948	0.8211	0.9061
0.4539	1.5792	638	0.8438	0.5839	0.8438	0.9186
0.4539	1.5842	640	0.8724	0.5523	0.8724	0.9340
0.4539	1.5891	642	0.8746	0.5623	0.8746	0.9352
0.4539	1.5941	644	0.8657	0.5623	0.8657	0.9304
0.4539	1.5990	646	0.8444	0.5675	0.8444	0.9189
0.4539	1.6040	648	0.8173	0.6092	0.8173	0.9040
0.4539	1.6089	650	0.7804	0.6392	0.7804	0.8834
0.4539	1.6139	652	0.7568	0.6718	0.7568	0.8700
0.4539	1.6188	654	0.7461	0.6878	0.7461	0.8638
0.4539	1.6238	656	0.7472	0.6927	0.7472	0.8644
0.4539	1.6287	658	0.7492	0.7044	0.7492	0.8656
0.4539	1.6337	660	0.7535	0.6739	0.7535	0.8680
0.4539	1.6386	662	0.7444	0.7121	0.7444	0.8628
0.4539	1.6436	664	0.7230	0.7044	0.7230	0.8503
0.4539	1.6485	666	0.7164	0.7029	0.7164	0.8464
0.4539	1.6535	668	0.7357	0.6562	0.7357	0.8577
0.4539	1.6584	670	0.7633	0.6039	0.7633	0.8737
0.4539	1.6634	672	0.8045	0.6205	0.8045	0.8969
0.4539	1.6683	674	0.8312	0.6087	0.8312	0.9117
0.4539	1.6733	676	0.8603	0.6087	0.8603	0.9275
0.4539	1.6782	678	0.8918	0.6087	0.8918	0.9444
0.4539	1.6832	680	0.9188	0.6087	0.9188	0.9585
0.4539	1.6881	682	0.9878	0.5969	0.9878	0.9939
0.4539	1.6931	684	1.0363	0.5557	1.0363	1.0180
0.4539	1.6980	686	1.0344	0.5806	1.0344	1.0170
0.4539	1.7030	688	1.0034	0.5969	1.0034	1.0017
0.4539	1.7079	690	0.8787	0.6060	0.8787	0.9374
0.4539	1.7129	692	0.7727	0.6523	0.7727	0.8790
0.4539	1.7178	694	0.7413	0.7067	0.7413	0.8610
0.4539	1.7228	696	0.7704	0.6722	0.7704	0.8777
0.4539	1.7277	698	0.7454	0.6586	0.7454	0.8634
0.4539	1.7327	700	0.7310	0.6729	0.7310	0.8550
0.4539	1.7376	702	0.7283	0.6777	0.7283	0.8534
0.4539	1.7426	704	0.7452	0.6616	0.7452	0.8632
0.4539	1.7475	706	0.7645	0.7081	0.7645	0.8744
0.4539	1.7525	708	0.8251	0.5835	0.8251	0.9084
0.4539	1.7574	710	0.9219	0.5656	0.9219	0.9602
0.4539	1.7624	712	0.9974	0.5850	0.9974	0.9987
0.4539	1.7673	714	1.0377	0.5850	1.0377	1.0187
0.4539	1.7723	716	1.0796	0.5607	1.0796	1.0390
0.4539	1.7772	718	1.1541	0.5390	1.1541	1.0743
0.4539	1.7822	720	1.2712	0.5	1.2712	1.1275
0.4539	1.7871	722	1.3659	0.4249	1.3659	1.1687
0.4539	1.7921	724	1.2596	0.4244	1.2596	1.1223
0.4539	1.7970	726	1.1704	0.5195	1.1704	1.0819
0.4539	1.8020	728	1.1199	0.5195	1.1199	1.0582
0.4539	1.8069	730	1.0602	0.5187	1.0602	1.0297
0.4539	1.8119	732	1.0039	0.5607	1.0039	1.0019
0.4539	1.8168	734	0.9719	0.5938	0.9719	0.9859
0.4539	1.8218	736	0.9242	0.6029	0.9242	0.9614
0.4539	1.8267	738	0.8406	0.6172	0.8406	0.9168
0.4539	1.8317	740	0.7979	0.6224	0.7979	0.8932
0.4539	1.8366	742	0.7784	0.6742	0.7784	0.8823
0.4539	1.8416	744	0.7626	0.6757	0.7626	0.8732
0.4539	1.8465	746	0.7596	0.6837	0.7596	0.8715
0.4539	1.8515	748	0.7636	0.6547	0.7636	0.8739
0.4539	1.8564	750	0.8151	0.6172	0.8151	0.9028
0.4539	1.8614	752	0.8833	0.5988	0.8833	0.9398
0.4539	1.8663	754	0.9725	0.5607	0.9725	0.9861
0.4539	1.8713	756	1.0842	0.5269	1.0842	1.0412
0.4539	1.8762	758	1.1797	0.4706	1.1797	1.0861
0.4539	1.8812	760	1.2963	0.4680	1.2963	1.1386
0.4539	1.8861	762	1.3111	0.4431	1.3111	1.1450
0.4539	1.8911	764	1.2554	0.4434	1.2554	1.1205
0.4539	1.8960	766	1.2233	0.4063	1.2233	1.1060
0.4539	1.9010	768	1.2644	0.4063	1.2644	1.1244
0.4539	1.9059	770	1.4053	0.3744	1.4053	1.1855
0.4539	1.9109	772	1.5025	0.3779	1.5025	1.2258
0.4539	1.9158	774	1.5139	0.3690	1.5139	1.2304
0.4539	1.9208	776	1.4444	0.4047	1.4444	1.2018
0.4539	1.9257	778	1.4136	0.4247	1.4136	1.1890
0.4539	1.9307	780	1.4398	0.3756	1.4398	1.1999
0.4539	1.9356	782	1.5122	0.3556	1.5122	1.2297
0.4539	1.9406	784	1.5972	0.3245	1.5972	1.2638
0.4539	1.9455	786	1.7350	0.2993	1.7350	1.3172
0.4539	1.9505	788	1.7755	0.2993	1.7755	1.3325
0.4539	1.9554	790	1.7119	0.3417	1.7119	1.3084
0.4539	1.9604	792	1.6506	0.36	1.6506	1.2848
0.4539	1.9653	794	1.5837	0.3382	1.5837	1.2585
0.4539	1.9703	796	1.5083	0.3556	1.5083	1.2281
0.4539	1.9752	798	1.3877	0.4082	1.3877	1.1780
0.4539	1.9802	800	1.3029	0.4116	1.3029	1.1414
0.4539	1.9851	802	1.2111	0.4457	1.2111	1.1005
0.4539	1.9901	804	1.1186	0.5704	1.1186	1.0577
0.4539	1.9950	806	1.0370	0.6023	1.0370	1.0183
0.4539	2.0	808	0.9678	0.6216	0.9678	0.9838
0.4539	2.0050	810	0.9053	0.6363	0.9053	0.9515
0.4539	2.0099	812	0.8740	0.6092	0.8740	0.9349
0.4539	2.0149	814	0.9110	0.6060	0.9110	0.9545
0.4539	2.0198	816	0.9242	0.6060	0.9242	0.9614
0.4539	2.0248	818	0.9621	0.6060	0.9621	0.9808
0.4539	2.0297	820	1.0141	0.6233	1.0141	1.0070
0.4539	2.0347	822	1.0440	0.6233	1.0440	1.0218
0.4539	2.0396	824	1.0351	0.6217	1.0351	1.0174
0.4539	2.0446	826	1.0035	0.6217	1.0035	1.0018
0.4539	2.0495	828	0.9997	0.6217	0.9997	0.9999
0.4539	2.0545	830	1.0340	0.6233	1.0340	1.0169
0.4539	2.0594	832	1.0620	0.5699	1.0620	1.0305
0.4539	2.0644	834	1.0539	0.5699	1.0539	1.0266
0.4539	2.0693	836	1.0515	0.5605	1.0515	1.0254
0.4539	2.0743	838	1.0472	0.5719	1.0472	1.0233
0.4539	2.0792	840	1.0663	0.5605	1.0663	1.0326
0.4539	2.0842	842	1.0987	0.5247	1.0987	1.0482
0.4539	2.0891	844	1.1164	0.5247	1.1164	1.0566
0.4539	2.0941	846	1.1467	0.5247	1.1467	1.0708
0.4539	2.0990	848	1.1243	0.5247	1.1243	1.0603
0.4539	2.1040	850	1.0982	0.5263	1.0982	1.0479
0.4539	2.1089	852	1.0662	0.5263	1.0662	1.0326
0.4539	2.1139	854	1.0451	0.5263	1.0451	1.0223
0.4539	2.1188	856	1.0329	0.5263	1.0329	1.0163
0.4539	2.1238	858	1.0431	0.5263	1.0431	1.0213
0.4539	2.1287	860	1.0752	0.5263	1.0752	1.0369
0.4539	2.1337	862	1.1097	0.5263	1.1097	1.0534
0.4539	2.1386	864	1.1268	0.5263	1.1268	1.0615
0.4539	2.1436	866	1.1577	0.5045	1.1577	1.0760
0.4539	2.1485	868	1.1663	0.5045	1.1663	1.0799
0.4539	2.1535	870	1.2007	0.5045	1.2007	1.0958
0.4539	2.1584	872	1.1999	0.5033	1.1999	1.0954
0.4539	2.1634	874	1.2231	0.4896	1.2231	1.1059
0.4539	2.1683	876	1.2070	0.4896	1.2070	1.0986
0.4539	2.1733	878	1.1614	0.5338	1.1614	1.0777
0.4539	2.1782	880	1.1271	0.5334	1.1271	1.0616
0.4539	2.1832	882	1.0859	0.5352	1.0859	1.0421
0.4539	2.1881	884	1.0690	0.5356	1.0690	1.0339
0.4539	2.1931	886	1.0248	0.5263	1.0248	1.0123
0.4539	2.1980	888	0.9442	0.5928	0.9442	0.9717
0.4539	2.2030	890	0.8887	0.5909	0.8887	0.9427
0.4539	2.2079	892	0.9227	0.6122	0.9227	0.9606
0.4539	2.2129	894	0.9897	0.5900	0.9897	0.9948
0.4539	2.2178	896	1.0616	0.5584	1.0616	1.0303
0.4539	2.2228	898	1.1477	0.5334	1.1477	1.0713
0.4539	2.2277	900	1.2267	0.4896	1.2267	1.1076
0.4539	2.2327	902	1.2261	0.4682	1.2261	1.1073
0.4539	2.2376	904	1.1678	0.4896	1.1678	1.0807
0.4539	2.2426	906	1.0677	0.4926	1.0677	1.0333
0.4539	2.2475	908	0.9545	0.5534	0.9545	0.9770
0.4539	2.2525	910	0.8097	0.6205	0.8097	0.8999
0.4539	2.2574	912	0.7420	0.6686	0.7420	0.8614
0.4539	2.2624	914	0.7190	0.6915	0.7190	0.8479
0.4539	2.2673	916	0.6933	0.6964	0.6933	0.8327
0.4539	2.2723	918	0.6764	0.6964	0.6764	0.8224
0.4539	2.2772	920	0.6975	0.6964	0.6975	0.8351
0.4539	2.2822	922	0.7464	0.6588	0.7464	0.8639
0.4539	2.2871	924	0.8356	0.5751	0.8356	0.9141
0.4539	2.2921	926	0.8680	0.5757	0.8680	0.9317
0.4539	2.2970	928	0.9328	0.5949	0.9328	0.9658
0.4539	2.3020	930	1.0354	0.5679	1.0354	1.0176
0.4539	2.3069	932	1.1291	0.5563	1.1291	1.0626
0.4539	2.3119	934	1.2069	0.5113	1.2069	1.0986
0.4539	2.3168	936	1.2043	0.5113	1.2043	1.0974
0.4539	2.3218	938	1.1264	0.5563	1.1264	1.0613
0.4539	2.3267	940	0.9757	0.5704	0.9757	0.9878
0.4539	2.3317	942	0.8554	0.625	0.8554	0.9249
0.4539	2.3366	944	0.7823	0.6400	0.7823	0.8845
0.4539	2.3416	946	0.7600	0.6671	0.7600	0.8718
0.4539	2.3465	948	0.8041	0.6682	0.8041	0.8967
0.4539	2.3515	950	0.8470	0.6570	0.8470	0.9203
0.4539	2.3564	952	0.8571	0.6570	0.8571	0.9258
0.4539	2.3614	954	0.8970	0.6327	0.8970	0.9471
0.4539	2.3663	956	0.8397	0.6453	0.8397	0.9164
0.4539	2.3713	958	0.7635	0.7027	0.7635	0.8738
0.4539	2.3762	960	0.7631	0.6932	0.7631	0.8735
0.4539	2.3812	962	0.8048	0.6491	0.8048	0.8971
0.4539	2.3861	964	0.8263	0.6491	0.8263	0.9090
0.4539	2.3911	966	0.8332	0.625	0.8332	0.9128
0.4539	2.3960	968	0.8474	0.625	0.8474	0.9206
0.4539	2.4010	970	0.8516	0.6491	0.8516	0.9228
0.4539	2.4059	972	0.8348	0.6491	0.8348	0.9137
0.4539	2.4109	974	0.8245	0.6396	0.8245	0.9080
0.4539	2.4158	976	0.8031	0.6224	0.8031	0.8961
0.4539	2.4208	978	0.7927	0.6224	0.7927	0.8903
0.4539	2.4257	980	0.8012	0.6224	0.8012	0.8951
0.4539	2.4307	982	0.8563	0.6453	0.8563	0.9254
0.4539	2.4356	984	0.8934	0.6453	0.8934	0.9452
0.4539	2.4406	986	0.8620	0.6453	0.8620	0.9284
0.4539	2.4455	988	0.8113	0.6434	0.8113	0.9007
0.4539	2.4505	990	0.7800	0.6434	0.7800	0.8832
0.4539	2.4554	992	0.7551	0.6562	0.7551	0.8689
0.4539	2.4604	994	0.7639	0.6763	0.7639	0.8740
0.4539	2.4653	996	0.7902	0.625	0.7902	0.8890
0.4539	2.4703	998	0.7990	0.6168	0.7990	0.8939
0.112	2.4752	1000	0.7934	0.6578	0.7934	0.8907
0.112	2.4802	1002	0.8401	0.6060	0.8401	0.9166
0.112	2.4851	1004	0.9138	0.5699	0.9138	0.9559
0.112	2.4901	1006	1.0039	0.5489	1.0039	1.0020
0.112	2.4950	1008	1.1989	0.4457	1.1989	1.0950
0.112	2.5	1010	1.3236	0.4307	1.3236	1.1505
0.112	2.5050	1012	1.4402	0.3435	1.4402	1.2001
0.112	2.5099	1014	1.5856	0.3170	1.5856	1.2592
0.112	2.5149	1016	1.6198	0.3170	1.6198	1.2727
0.112	2.5198	1018	1.5543	0.3170	1.5543	1.2467
0.112	2.5248	1020	1.3702	0.4402	1.3702	1.1706
0.112	2.5297	1022	1.2766	0.4876	1.2766	1.1299
0.112	2.5347	1024	1.1428	0.4712	1.1428	1.0690
0.112	2.5396	1026	1.0447	0.4963	1.0447	1.0221
0.112	2.5446	1028	0.9891	0.5329	0.9891	0.9945
0.112	2.5495	1030	0.9661	0.6	0.9661	0.9829
0.112	2.5545	1032	0.9752	0.5511	0.9752	0.9875
0.112	2.5594	1034	0.9190	0.5870	0.9190	0.9587
0.112	2.5644	1036	0.8804	0.5853	0.8804	0.9383
0.112	2.5693	1038	0.8443	0.5984	0.8443	0.9188
0.112	2.5743	1040	0.8287	0.6588	0.8287	0.9103
0.112	2.5792	1042	0.8221	0.6588	0.8221	0.9067
0.112	2.5842	1044	0.8084	0.6588	0.8084	0.8991
0.112	2.5891	1046	0.8276	0.6588	0.8276	0.9097
0.112	2.5941	1048	0.8499	0.6190	0.8499	0.9219
0.112	2.5990	1050	0.8435	0.6096	0.8435	0.9184
0.112	2.6040	1052	0.8375	0.6523	0.8375	0.9151
0.112	2.6089	1054	0.8467	0.6523	0.8467	0.9201
0.112	2.6139	1056	0.8561	0.6283	0.8561	0.9253
0.112	2.6188	1058	0.8692	0.6174	0.8692	0.9323
0.112	2.6238	1060	0.9249	0.5417	0.9249	0.9617
0.112	2.6287	1062	0.9500	0.5628	0.9500	0.9747
0.112	2.6337	1064	0.9736	0.5628	0.9736	0.9867
0.112	2.6386	1066	1.0624	0.5631	1.0624	1.0307
0.112	2.6436	1068	1.1524	0.5368	1.1524	1.0735
0.112	2.6485	1070	1.2157	0.4916	1.2157	1.1026
0.112	2.6535	1072	1.2301	0.4916	1.2301	1.1091
0.112	2.6584	1074	1.2708	0.4693	1.2708	1.1273
0.112	2.6634	1076	1.3141	0.4273	1.3141	1.1463
0.112	2.6683	1078	1.4029	0.4251	1.4029	1.1844
0.112	2.6733	1080	1.5259	0.3940	1.5259	1.2353
0.112	2.6782	1082	1.6328	0.3417	1.6328	1.2778
0.112	2.6832	1084	1.7162	0.3417	1.7162	1.3100
0.112	2.6881	1086	1.8021	0.3304	1.8021	1.3424
0.112	2.6931	1088	1.8032	0.2823	1.8032	1.3428
0.112	2.6980	1090	1.7931	0.2566	1.7931	1.3391
0.112	2.7030	1092	1.8041	0.2566	1.8041	1.3431
0.112	2.7079	1094	1.8254	0.2823	1.8254	1.3511
0.112	2.7129	1096	1.8100	0.3304	1.8100	1.3454
0.112	2.7178	1098	1.6936	0.3304	1.6936	1.3014
0.112	2.7228	1100	1.4814	0.36	1.4814	1.2171
0.112	2.7277	1102	1.3024	0.4682	1.3024	1.1412
0.112	2.7327	1104	1.1316	0.5162	1.1316	1.0638
0.112	2.7376	1106	1.0195	0.4975	1.0195	1.0097
0.112	2.7426	1108	0.9533	0.6067	0.9533	0.9764
0.112	2.7475	1110	0.9386	0.6067	0.9386	0.9688
0.112	2.7525	1112	0.9531	0.5333	0.9531	0.9763
0.112	2.7574	1114	0.9891	0.5511	0.9891	0.9946
0.112	2.7624	1116	1.0287	0.5605	1.0287	1.0142
0.112	2.7673	1118	1.0426	0.5928	1.0426	1.0211
0.112	2.7723	1120	1.0196	0.6233	1.0196	1.0097
0.112	2.7772	1122	0.9597	0.6233	0.9597	0.9796
0.112	2.7822	1124	0.8829	0.6469	0.8829	0.9396
0.112	2.7871	1126	0.8469	0.6484	0.8469	0.9203
0.112	2.7921	1128	0.8501	0.5984	0.8501	0.9220
0.112	2.7970	1130	0.8958	0.6140	0.8958	0.9465
0.112	2.8020	1132	0.9618	0.5900	0.9618	0.9807
0.112	2.8069	1134	1.0132	0.5699	1.0132	1.0066
0.112	2.8119	1136	1.0662	0.5699	1.0662	1.0326
0.112	2.8168	1138	1.1191	0.5562	1.1191	1.0579
0.112	2.8218	1140	1.1726	0.5118	1.1726	1.0829
0.112	2.8267	1142	1.2128	0.5118	1.2128	1.1013
0.112	2.8317	1144	1.1892	0.5118	1.1892	1.0905
0.112	2.8366	1146	1.1608	0.5127	1.1608	1.0774
0.112	2.8416	1148	1.1369	0.5352	1.1369	1.0663
0.112	2.8465	1150	1.0965	0.5371	1.0965	1.0471
0.112	2.8515	1152	1.0599	0.5489	1.0599	1.0295
0.112	2.8564	1154	1.0248	0.5699	1.0248	1.0123
0.112	2.8614	1156	1.0120	0.5292	1.0120	1.0060
0.112	2.8663	1158	0.9912	0.4879	0.9912	0.9956
0.112	2.8713	1160	1.0207	0.5292	1.0207	1.0103
0.112	2.8762	1162	0.9204	0.5553	0.9204	0.9594
0.112	2.8812	1164	0.8675	0.6337	0.8675	0.9314
0.112	2.8861	1166	0.8284	0.6354	0.8284	0.9102
0.112	2.8911	1168	0.8134	0.6604	0.8134	0.9019
0.112	2.8960	1170	0.8122	0.6604	0.8122	0.9012
0.112	2.9010	1172	0.8274	0.6430	0.8274	0.9096
0.112	2.9059	1174	0.8311	0.6447	0.8311	0.9117
0.112	2.9109	1176	0.8208	0.6447	0.8208	0.9060
0.112	2.9158	1178	0.7979	0.6748	0.7979	0.8932
0.112	2.9208	1180	0.7797	0.7251	0.7797	0.8830
0.112	2.9257	1182	0.7711	0.7070	0.7711	0.8781
0.112	2.9307	1184	0.7935	0.6690	0.7935	0.8908
0.112	2.9356	1186	0.8077	0.6690	0.8077	0.8987
0.112	2.9406	1188	0.8114	0.6522	0.8114	0.9008
0.112	2.9455	1190	0.8158	0.6547	0.8158	0.9032
0.112	2.9505	1192	0.8170	0.6604	0.8170	0.9039
0.112	2.9554	1194	0.8048	0.6718	0.8048	0.8971
0.112	2.9604	1196	0.7854	0.6718	0.7854	0.8862
0.112	2.9653	1198	0.7718	0.6522	0.7718	0.8785
0.112	2.9703	1200	0.7633	0.7007	0.7633	0.8737
0.112	2.9752	1202	0.7631	0.7007	0.7631	0.8736
0.112	2.9802	1204	0.7708	0.6986	0.7708	0.8780
0.112	2.9851	1206	0.7774	0.6127	0.7774	0.8817
0.112	2.9901	1208	0.7677	0.6127	0.7677	0.8762
0.112	2.9950	1210	0.7334	0.7007	0.7334	0.8564
0.112	3.0	1212	0.7237	0.6927	0.7237	0.8507
0.112	3.0050	1214	0.7617	0.6604	0.7617	0.8727
0.112	3.0099	1216	0.8236	0.6489	0.8236	0.9075
0.112	3.0149	1218	0.8860	0.5863	0.8860	0.9413
0.112	3.0198	1220	0.9186	0.6035	0.9186	0.9584
0.112	3.0248	1222	0.9208	0.6035	0.9208	0.9596
0.112	3.0297	1224	0.9331	0.6035	0.9331	0.9659
0.112	3.0347	1226	0.9393	0.6035	0.9393	0.9691
0.112	3.0396	1228	0.9421	0.6035	0.9421	0.9706
0.112	3.0446	1230	0.9327	0.6047	0.9327	0.9657
0.112	3.0495	1232	0.9225	0.5622	0.9225	0.9604
0.112	3.0545	1234	0.9183	0.5532	0.9183	0.9583
0.112	3.0594	1236	0.9602	0.5315	0.9602	0.9799
0.112	3.0644	1238	1.0097	0.4963	1.0097	1.0048
0.112	3.0693	1240	1.0789	0.5371	1.0789	1.0387
0.112	3.0743	1242	1.1678	0.4906	1.1678	1.0806
0.112	3.0792	1244	1.2327	0.4906	1.2327	1.1103
0.112	3.0842	1246	1.2688	0.4688	1.2688	1.1264
0.112	3.0891	1248	1.3227	0.4682	1.3227	1.1501
0.112	3.0941	1250	1.3813	0.4682	1.3813	1.1753
0.112	3.0990	1252	1.3913	0.4682	1.3913	1.1795
0.112	3.1040	1254	1.3553	0.4682	1.3553	1.1642
0.112	3.1089	1256	1.2993	0.4682	1.2993	1.1399
0.112	3.1139	1258	1.2586	0.4688	1.2586	1.1219
0.112	3.1188	1260	1.2314	0.4906	1.2314	1.1097
0.112	3.1238	1262	1.1948	0.4906	1.1948	1.0931
0.112	3.1287	1264	1.1620	0.4700	1.1620	1.0780
0.112	3.1337	1266	1.1136	0.4712	1.1136	1.0553
0.112	3.1386	1268	1.0490	0.4712	1.0490	1.0242
0.112	3.1436	1270	0.9922	0.5213	0.9922	0.9961
0.112	3.1485	1272	0.9689	0.5213	0.9689	0.9843
0.112	3.1535	1274	0.9730	0.5660	0.9730	0.9864
0.112	3.1584	1276	0.9534	0.5850	0.9534	0.9764
0.112	3.1634	1278	0.9325	0.5841	0.9325	0.9657
0.112	3.1683	1280	0.9320	0.5957	0.9320	0.9654
0.112	3.1733	1282	0.9122	0.6073	0.9122	0.9551
0.112	3.1782	1284	0.8850	0.6188	0.8850	0.9407
0.112	3.1832	1286	0.8792	0.6188	0.8792	0.9377
0.112	3.1881	1288	0.8540	0.6439	0.8540	0.9241
0.112	3.1931	1290	0.8418	0.6241	0.8418	0.9175
0.112	3.1980	1292	0.8176	0.6241	0.8176	0.9042
0.112	3.2030	1294	0.8066	0.6241	0.8066	0.8981
0.112	3.2079	1296	0.8420	0.6439	0.8420	0.9176
0.112	3.2129	1298	0.8444	0.6188	0.8444	0.9189
0.112	3.2178	1300	0.8295	0.6479	0.8295	0.9108
0.112	3.2228	1302	0.8420	0.6322	0.8420	0.9176
0.112	3.2277	1304	0.8665	0.6073	0.8665	0.9309
0.112	3.2327	1306	0.9076	0.5957	0.9076	0.9527
0.112	3.2376	1308	0.9409	0.5605	0.9409	0.9700
0.112	3.2426	1310	0.9790	0.5605	0.9790	0.9894
0.112	3.2475	1312	0.9927	0.5607	0.9927	0.9964
0.112	3.2525	1314	0.9582	0.5607	0.9582	0.9789
0.112	3.2574	1316	0.8836	0.6205	0.8836	0.9400
0.112	3.2624	1318	0.7835	0.6556	0.7835	0.8852
0.112	3.2673	1320	0.7498	0.6240	0.7498	0.8659
0.112	3.2723	1322	0.7460	0.6698	0.7460	0.8637
0.112	3.2772	1324	0.7582	0.6760	0.7582	0.8707
0.112	3.2822	1326	0.7856	0.6351	0.7856	0.8864
0.112	3.2871	1328	0.8194	0.6313	0.8194	0.9052
0.112	3.2921	1330	0.8569	0.5973	0.8569	0.9257
0.112	3.2970	1332	0.9094	0.6143	0.9094	0.9536
0.112	3.3020	1334	0.9644	0.5927	0.9644	0.9820
0.112	3.3069	1336	0.9953	0.6018	0.9953	0.9976
0.112	3.3119	1338	1.0144	0.56	1.0144	1.0072
0.112	3.3168	1340	1.0018	0.5419	1.0018	1.0009
0.112	3.3218	1342	1.0073	0.52	1.0073	1.0036
0.112	3.3267	1344	1.0374	0.5377	1.0374	1.0185
0.112	3.3317	1346	1.0217	0.5377	1.0217	1.0108
0.112	3.3366	1348	0.9736	0.5419	0.9736	0.9867
0.112	3.3416	1350	0.9378	0.5419	0.9378	0.9684
0.112	3.3465	1352	0.9150	0.56	0.9150	0.9566
0.112	3.3515	1354	0.8867	0.6065	0.8867	0.9417
0.112	3.3564	1356	0.8601	0.6174	0.8601	0.9274
0.112	3.3614	1358	0.8351	0.6241	0.8351	0.9138
0.112	3.3663	1360	0.8478	0.6064	0.8478	0.9208
0.112	3.3713	1362	0.8627	0.6241	0.8627	0.9288
0.112	3.3762	1364	0.8835	0.6174	0.8835	0.9399
0.112	3.3812	1366	0.8932	0.6174	0.8932	0.9451
0.112	3.3861	1368	0.9138	0.6174	0.9138	0.9559
0.112	3.3911	1370	0.9863	0.5819	0.9863	0.9931
0.112	3.3960	1372	1.0151	0.5598	1.0151	1.0075
0.112	3.4010	1374	1.0146	0.5598	1.0146	1.0073
0.112	3.4059	1376	0.9976	0.5490	0.9976	0.9988
0.112	3.4109	1378	0.9813	0.5310	0.9813	0.9906
0.112	3.4158	1380	0.9727	0.5310	0.9727	0.9863
0.112	3.4208	1382	0.9711	0.5420	0.9711	0.9855
0.112	3.4257	1384	0.9841	0.5310	0.9841	0.9920
0.112	3.4307	1386	1.0394	0.5490	1.0394	1.0195
0.112	3.4356	1388	1.1023	0.5690	1.1023	1.0499
0.112	3.4406	1390	1.1492	0.5580	1.1492	1.0720
0.112	3.4455	1392	1.1581	0.5470	1.1581	1.0762
0.112	3.4505	1394	1.1649	0.5470	1.1649	1.0793
0.112	3.4554	1396	1.1670	0.5263	1.1670	1.0803
0.112	3.4604	1398	1.1540	0.5141	1.1540	1.0742
0.112	3.4653	1400	1.1296	0.5263	1.1296	1.0628
0.112	3.4703	1402	1.1105	0.5470	1.1105	1.0538
0.112	3.4752	1404	1.0840	0.5470	1.0840	1.0411
0.112	3.4802	1406	1.1066	0.5470	1.1066	1.0519
0.112	3.4851	1408	1.0931	0.5470	1.0931	1.0455
0.112	3.4901	1410	1.0423	0.5580	1.0423	1.0209
0.112	3.4950	1412	0.9607	0.5690	0.9607	0.9801
0.112	3.5	1414	0.9078	0.6283	0.9078	0.9528
0.112	3.5050	1416	0.8737	0.6283	0.8737	0.9347
0.112	3.5099	1418	0.8560	0.6192	0.8560	0.9252
0.112	3.5149	1420	0.8491	0.6192	0.8491	0.9214
0.112	3.5198	1422	0.8435	0.65	0.8435	0.9184
0.112	3.5248	1424	0.8440	0.6608	0.8440	0.9187
0.112	3.5297	1426	0.8587	0.6608	0.8587	0.9267
0.112	3.5347	1428	0.8758	0.6515	0.8758	0.9358
0.112	3.5396	1430	0.8863	0.6608	0.8863	0.9414
0.112	3.5446	1432	0.9002	0.65	0.9002	0.9488
0.112	3.5495	1434	0.9229	0.5973	0.9229	0.9607
0.112	3.5545	1436	0.9363	0.5617	0.9363	0.9676
0.112	3.5594	1438	0.9470	0.56	0.9470	0.9731
0.112	3.5644	1440	0.9692	0.5602	0.9692	0.9845
0.112	3.5693	1442	0.9652	0.5695	0.9652	0.9825
0.112	3.5743	1444	0.9722	0.5532	0.9722	0.9860
0.112	3.5792	1446	0.9884	0.5628	0.9884	0.9942
0.112	3.5842	1448	1.0181	0.5628	1.0181	1.0090
0.112	3.5891	1450	1.0991	0.5132	1.0991	1.0484
0.112	3.5941	1452	1.1872	0.5132	1.1872	1.0896
0.112	3.5990	1454	1.2327	0.5132	1.2327	1.1103
0.112	3.6040	1456	1.2402	0.5132	1.2402	1.1136
0.112	3.6089	1458	1.2173	0.5132	1.2173	1.1033
0.112	3.6139	1460	1.1600	0.4926	1.1600	1.0770
0.112	3.6188	1462	1.1036	0.4926	1.1036	1.0505
0.112	3.6238	1464	1.0921	0.4926	1.0921	1.0450
0.112	3.6287	1466	1.0893	0.4926	1.0893	1.0437
0.112	3.6337	1468	1.1039	0.4926	1.1039	1.0507
0.112	3.6386	1470	1.1414	0.5352	1.1414	1.0684
0.112	3.6436	1472	1.1676	0.5352	1.1676	1.0806
0.112	3.6485	1474	1.2107	0.5352	1.2107	1.1003
0.112	3.6535	1476	1.2311	0.5468	1.2311	1.1096
0.112	3.6584	1478	1.1988	0.5468	1.1988	1.0949
0.112	3.6634	1480	1.1284	0.5675	1.1284	1.0623
0.112	3.6683	1482	1.0459	0.5675	1.0459	1.0227
0.112	3.6733	1484	0.9827	0.5928	0.9827	0.9913
0.112	3.6782	1486	0.9217	0.6073	0.9217	0.9601
0.112	3.6832	1488	0.8884	0.6007	0.8884	0.9426
0.112	3.6881	1490	0.9124	0.5889	0.9124	0.9552
0.112	3.6931	1492	0.9553	0.5649	0.9553	0.9774
0.112	3.6980	1494	1.0186	0.5675	1.0186	1.0093
0.112	3.7030	1496	1.0880	0.5675	1.0880	1.0431
0.112	3.7079	1498	1.1191	0.5675	1.1191	1.0579
0.0702	3.7129	1500	1.1261	0.5675	1.1261	1.0612
0.0702	3.7178	1502	1.1187	0.5675	1.1187	1.0577
0.0702	3.7228	1504	1.1340	0.5675	1.1340	1.0649
0.0702	3.7277	1506	1.1611	0.5675	1.1611	1.0775
0.0702	3.7327	1508	1.1950	0.5352	1.1950	1.0932
0.0702	3.7376	1510	1.1970	0.5352	1.1970	1.0941
0.0702	3.7426	1512	1.1893	0.5352	1.1893	1.0905
0.0702	3.7475	1514	1.1491	0.4926	1.1491	1.0719
0.0702	3.7525	1516	1.1514	0.4926	1.1514	1.0730
0.0702	3.7574	1518	1.1278	0.4926	1.1278	1.0620
0.0702	3.7624	1520	1.0922	0.5156	1.0922	1.0451
0.0702	3.7673	1522	1.0740	0.5156	1.0740	1.0363
0.0702	3.7723	1524	1.0489	0.5156	1.0489	1.0242
0.0702	3.7772	1526	1.0231	0.5374	1.0231	1.0115
0.0702	3.7822	1528	1.0230	0.5374	1.0230	1.0114
0.0702	3.7871	1530	0.9989	0.5582	0.9989	0.9994
0.0702	3.7921	1532	0.9685	0.5625	0.9685	0.9841
0.0702	3.7970	1534	0.9420	0.5918	0.9420	0.9706
0.0702	3.8020	1536	0.9118	0.5976	0.9118	0.9549
0.0702	3.8069	1538	0.8986	0.6007	0.8986	0.9480
0.0702	3.8119	1540	0.9054	0.6092	0.9054	0.9515
0.0702	3.8168	1542	0.9548	0.5739	0.9548	0.9771
0.0702	3.8218	1544	1.0148	0.5285	1.0148	1.0074
0.0702	3.8267	1546	1.0469	0.5060	1.0469	1.0232
0.0702	3.8317	1548	1.1008	0.5156	1.1008	1.0492
0.0702	3.8366	1550	1.1081	0.5156	1.1081	1.0527
0.0702	3.8416	1552	1.1023	0.5352	1.1023	1.0499
0.0702	3.8465	1554	1.0724	0.5070	1.0724	1.0356
0.0702	3.8515	1556	1.0607	0.5070	1.0607	1.0299
0.0702	3.8564	1558	1.0620	0.5263	1.0620	1.0305
0.0702	3.8614	1560	1.0698	0.5263	1.0698	1.0343
0.0702	3.8663	1562	1.0831	0.5263	1.0831	1.0407
0.0702	3.8713	1564	1.0959	0.5070	1.0959	1.0469
0.0702	3.8762	1566	1.0917	0.5070	1.0917	1.0448
0.0702	3.8812	1568	1.0792	0.5070	1.0792	1.0389
0.0702	3.8861	1570	1.0795	0.5070	1.0795	1.0390
0.0702	3.8911	1572	1.0844	0.5070	1.0844	1.0414
0.0702	3.8960	1574	1.0974	0.5070	1.0974	1.0476
0.0702	3.9010	1576	1.1006	0.5070	1.1006	1.0491
0.0702	3.9059	1578	1.1119	0.5263	1.1119	1.0545
0.0702	3.9109	1580	1.1298	0.5263	1.1298	1.0629
0.0702	3.9158	1582	1.1538	0.5263	1.1538	1.0742
0.0702	3.9208	1584	1.1585	0.4845	1.1585	1.0763
0.0702	3.9257	1586	1.1601	0.4829	1.1601	1.0771
0.0702	3.9307	1588	1.1714	0.4829	1.1714	1.0823
0.0702	3.9356	1590	1.2020	0.4829	1.2020	1.0963
0.0702	3.9406	1592	1.2441	0.4829	1.2441	1.1154
0.0702	3.9455	1594	1.2831	0.4812	1.2831	1.1327
0.0702	3.9505	1596	1.3010	0.4812	1.3010	1.1406
0.0702	3.9554	1598	1.3169	0.4804	1.3169	1.1476
0.0702	3.9604	1600	1.2788	0.4812	1.2788	1.1308
0.0702	3.9653	1602	1.2311	0.5047	1.2311	1.1095
0.0702	3.9703	1604	1.1836	0.5070	1.1836	1.0879
0.0702	3.9752	1606	1.1596	0.5070	1.1596	1.0769
0.0702	3.9802	1608	1.1681	0.5070	1.1681	1.0808
0.0702	3.9851	1610	1.1773	0.5070	1.1773	1.0851
0.0702	3.9901	1612	1.1698	0.5070	1.1698	1.0816
0.0702	3.9950	1614	1.1849	0.5164	1.1849	1.0885
0.0702	4.0	1616	1.2018	0.5156	1.2018	1.0963
0.0702	4.0050	1618	1.2368	0.4930	1.2368	1.1121
0.0702	4.0099	1620	1.2814	0.4479	1.2814	1.1320
0.0702	4.0149	1622	1.3265	0.4479	1.3265	1.1518
0.0702	4.0198	1624	1.4150	0.3916	1.4150	1.1895
0.0702	4.0248	1626	1.4294	0.3633	1.4294	1.1956
0.0702	4.0297	1628	1.4319	0.3828	1.4319	1.1966
0.0702	4.0347	1630	1.4522	0.3588	1.4522	1.2051
0.0702	4.0396	1632	1.5002	0.3227	1.5002	1.2248
0.0702	4.0446	1634	1.5771	0.3101	1.5771	1.2558
0.0702	4.0495	1636	1.5965	0.3101	1.5965	1.2635
0.0702	4.0545	1638	1.5784	0.3101	1.5784	1.2563
0.0702	4.0594	1640	1.5101	0.3293	1.5101	1.2289
0.0702	4.0644	1642	1.4214	0.3828	1.4214	1.1922
0.0702	4.0693	1644	1.3751	0.3817	1.3751	1.1726
0.0702	4.0743	1646	1.2973	0.4273	1.2973	1.1390
0.0702	4.0792	1648	1.2596	0.4273	1.2596	1.1223
0.0702	4.0842	1650	1.2758	0.4046	1.2758	1.1295
0.0702	4.0891	1652	1.3018	0.3619	1.3018	1.1410
0.0702	4.0941	1654	1.3245	0.3878	1.3245	1.1509
0.0702	4.0990	1656	1.3493	0.3878	1.3493	1.1616
0.0702	4.1040	1658	1.3932	0.3878	1.3932	1.1803
0.0702	4.1089	1660	1.3924	0.3878	1.3924	1.1800
0.0702	4.1139	1662	1.3772	0.3878	1.3772	1.1735
0.0702	4.1188	1664	1.3303	0.3878	1.3303	1.1534
0.0702	4.1238	1666	1.2852	0.4532	1.2852	1.1337
0.0702	4.1287	1668	1.2476	0.4532	1.2476	1.1170
0.0702	4.1337	1670	1.2433	0.4532	1.2433	1.1150
0.0702	4.1386	1672	1.2597	0.4532	1.2597	1.1224
0.0702	4.1436	1674	1.3009	0.4532	1.3009	1.1406
0.0702	4.1485	1676	1.3388	0.4532	1.3388	1.1571
0.0702	4.1535	1678	1.3897	0.4088	1.3897	1.1789
0.0702	4.1584	1680	1.4601	0.3849	1.4601	1.2083
0.0702	4.1634	1682	1.4629	0.3859	1.4629	1.2095
0.0702	4.1683	1684	1.4400	0.3849	1.4400	1.2000
0.0702	4.1733	1686	1.4159	0.3756	1.4159	1.1899
0.0702	4.1782	1688	1.3753	0.4171	1.3753	1.1728
0.0702	4.1832	1690	1.3406	0.4171	1.3406	1.1579
0.0702	4.1881	1692	1.3185	0.4171	1.3185	1.1482
0.0702	4.1931	1694	1.2970	0.4171	1.2970	1.1388
0.0702	4.1980	1696	1.2465	0.4171	1.2465	1.1165
0.0702	4.2030	1698	1.1948	0.4665	1.1948	1.0931
0.0702	4.2079	1700	1.1642	0.4665	1.1642	1.0790
0.0702	4.2129	1702	1.1466	0.4405	1.1466	1.0708
0.0702	4.2178	1704	1.1411	0.4405	1.1411	1.0682
0.0702	4.2228	1706	1.1376	0.4405	1.1376	1.0666
0.0702	4.2277	1708	1.1601	0.4405	1.1601	1.0771
0.0702	4.2327	1710	1.1857	0.4637	1.1857	1.0889
0.0702	4.2376	1712	1.1792	0.4637	1.1792	1.0859
0.0702	4.2426	1714	1.1659	0.4637	1.1659	1.0798
0.0702	4.2475	1716	1.1415	0.4637	1.1415	1.0684
0.0702	4.2525	1718	1.1114	0.4405	1.1114	1.0542
0.0702	4.2574	1720	1.1102	0.4268	1.1102	1.0536
0.0702	4.2624	1722	1.1269	0.4509	1.1269	1.0615
0.0702	4.2673	1724	1.1640	0.4136	1.1640	1.0789
0.0702	4.2723	1726	1.1687	0.4136	1.1687	1.0811
0.0702	4.2772	1728	1.1869	0.4632	1.1869	1.0895
0.0702	4.2822	1730	1.2230	0.4632	1.2230	1.1059
0.0702	4.2871	1732	1.2284	0.4504	1.2284	1.1083
0.0702	4.2921	1734	1.2143	0.4632	1.2143	1.1020
0.0702	4.2970	1736	1.2081	0.4632	1.2081	1.0992
0.0702	4.3020	1738	1.2164	0.4136	1.2164	1.1029
0.0702	4.3069	1740	1.2420	0.4136	1.2420	1.1144
0.0702	4.3119	1742	1.2006	0.4404	1.2006	1.0957
0.0702	4.3168	1744	1.1951	0.4886	1.1951	1.0932
0.0702	4.3218	1746	1.1771	0.5123	1.1771	1.0850
0.0702	4.3267	1748	1.1161	0.5132	1.1161	1.0565
0.0702	4.3317	1750	1.0816	0.5352	1.0816	1.0400
0.0702	4.3366	1752	0.9666	0.5393	0.9666	0.9832
0.0702	4.3416	1754	0.8787	0.5224	0.8787	0.9374
0.0702	4.3465	1756	0.8439	0.5868	0.8439	0.9186
0.0702	4.3515	1758	0.8448	0.5811	0.8448	0.9191
0.0702	4.3564	1760	0.8626	0.5785	0.8626	0.9287
0.0702	4.3614	1762	0.8855	0.5785	0.8855	0.9410
0.0702	4.3663	1764	0.9243	0.5531	0.9243	0.9614
0.0702	4.3713	1766	0.9568	0.5208	0.9568	0.9782
0.0702	4.3762	1768	0.9784	0.5398	0.9784	0.9891
0.0702	4.3812	1770	1.0038	0.5398	1.0038	1.0019
0.0702	4.3861	1772	1.0515	0.5490	1.0515	1.0254
0.0702	4.3911	1774	1.0889	0.5490	1.0889	1.0435
0.0702	4.3960	1776	1.1136	0.5490	1.1136	1.0553
0.0702	4.4010	1778	1.1264	0.5268	1.1264	1.0613
0.0702	4.4059	1780	1.0766	0.5490	1.0766	1.0376
0.0702	4.4109	1782	1.0207	0.5490	1.0207	1.0103
0.0702	4.4158	1784	0.9922	0.5398	0.9922	0.9961
0.0702	4.4208	1786	0.9743	0.5208	0.9743	0.9871
0.0702	4.4257	1788	0.9695	0.4988	0.9695	0.9847
0.0702	4.4307	1790	0.9678	0.4988	0.9678	0.9837
0.0702	4.4356	1792	0.9623	0.5714	0.9623	0.9809
0.0702	4.4406	1794	0.9551	0.5909	0.9551	0.9773
0.0702	4.4455	1796	0.9576	0.5909	0.9576	0.9786
0.0702	4.4505	1798	0.9438	0.6018	0.9438	0.9715
0.0702	4.4554	1800	0.9224	0.6157	0.9224	0.9604
0.0702	4.4604	1802	0.9195	0.6267	0.9196	0.9589
0.0702	4.4653	1804	0.9228	0.6267	0.9228	0.9606
0.0702	4.4703	1806	0.9416	0.6233	0.9416	0.9704
0.0702	4.4752	1808	0.9653	0.6233	0.9653	0.9825
0.0702	4.4802	1810	0.9976	0.6126	0.9976	0.9988
0.0702	4.4851	1812	1.0366	0.6154	1.0366	1.0181
0.0702	4.4901	1814	1.0450	0.5857	1.0450	1.0222
0.0702	4.4950	1816	1.0314	0.56	1.0314	1.0156
0.0702	4.5	1818	0.9839	0.5710	0.9839	0.9919
0.0702	4.5050	1820	0.8784	0.6412	0.8784	0.9372
0.0702	4.5099	1822	0.8389	0.6471	0.8389	0.9159
0.0702	4.5149	1824	0.8285	0.6425	0.8285	0.9102
0.0702	4.5198	1826	0.8298	0.6555	0.8298	0.9109
0.0702	4.5248	1828	0.8307	0.6555	0.8307	0.9114
0.0702	4.5297	1830	0.8302	0.6515	0.8302	0.9111
0.0702	4.5347	1832	0.8249	0.6678	0.8249	0.9083
0.0702	4.5396	1834	0.8241	0.6941	0.8241	0.9078
0.0702	4.5446	1836	0.8254	0.7206	0.8254	0.9085
0.0702	4.5495	1838	0.8297	0.6941	0.8297	0.9109
0.0702	4.5545	1840	0.8315	0.6793	0.8315	0.9119
0.0702	4.5594	1842	0.8279	0.7231	0.8279	0.9099
0.0702	4.5644	1844	0.8212	0.7	0.8212	0.9062
0.0702	4.5693	1846	0.8166	0.7059	0.8166	0.9037
0.0702	4.5743	1848	0.8242	0.6953	0.8242	0.9079
0.0702	4.5792	1850	0.8383	0.6447	0.8383	0.9156
0.0702	4.5842	1852	0.8589	0.6408	0.8589	0.9267
0.0702	4.5891	1854	0.8857	0.6234	0.8857	0.9411
0.0702	4.5941	1856	0.9229	0.6404	0.9229	0.9607
0.0702	4.5990	1858	0.9522	0.6404	0.9522	0.9758
0.0702	4.6040	1860	0.9758	0.6404	0.9758	0.9878
0.0702	4.6089	1862	0.9097	0.6234	0.9097	0.9538
0.0702	4.6139	1864	0.8653	0.6427	0.8653	0.9302
0.0702	4.6188	1866	0.8384	0.6949	0.8384	0.9156
0.0702	4.6238	1868	0.8258	0.7072	0.8258	0.9087
0.0702	4.6287	1870	0.8167	0.7026	0.8167	0.9037
0.0702	4.6337	1872	0.8073	0.6786	0.8073	0.8985
0.0702	4.6386	1874	0.8053	0.6941	0.8053	0.8974
0.0702	4.6436	1876	0.8195	0.7054	0.8195	0.9053
0.0702	4.6485	1878	0.8444	0.7054	0.8444	0.9189
0.0702	4.6535	1880	0.8753	0.6412	0.8753	0.9356
0.0702	4.6584	1882	0.8987	0.6412	0.8987	0.9480
0.0702	4.6634	1884	0.9254	0.6174	0.9254	0.9620
0.0702	4.6683	1886	0.9576	0.5937	0.9576	0.9786
0.0702	4.6733	1888	0.9919	0.5826	0.9919	0.9960
0.0702	4.6782	1890	1.0387	0.5826	1.0387	1.0192
0.0702	4.6832	1892	1.0878	0.5602	1.0878	1.0430
0.0702	4.6881	1894	1.1284	0.4945	1.1284	1.0623
0.0702	4.6931	1896	1.1580	0.4834	1.1580	1.0761
0.0702	4.6980	1898	1.1694	0.4834	1.1694	1.0814
0.0702	4.7030	1900	1.1585	0.4834	1.1585	1.0763
0.0702	4.7079	1902	1.1380	0.4945	1.1380	1.0668
0.0702	4.7129	1904	1.1280	0.5067	1.1280	1.0621
0.0702	4.7178	1906	1.1211	0.5067	1.1211	1.0588
0.0702	4.7228	1908	1.0788	0.5302	1.0788	1.0387
0.0702	4.7277	1910	1.0337	0.5302	1.0337	1.0167
0.0702	4.7327	1912	1.0020	0.5532	1.0020	1.0010
0.0702	4.7376	1914	0.9701	0.6172	0.9701	0.9849
0.0702	4.7426	1916	0.9390	0.6357	0.9390	0.9690
0.0702	4.7475	1918	0.9345	0.6177	0.9345	0.9667
0.0702	4.7525	1920	0.9386	0.5970	0.9386	0.9688
0.0702	4.7574	1922	0.9460	0.5970	0.9460	0.9726
0.0702	4.7624	1924	0.9556	0.6159	0.9556	0.9775
0.0702	4.7673	1926	0.9636	0.6124	0.9636	0.9816
0.0702	4.7723	1928	0.9772	0.5880	0.9772	0.9885
0.0702	4.7772	1930	0.9874	0.5880	0.9874	0.9937
0.0702	4.7822	1932	0.9927	0.5880	0.9927	0.9963
0.0702	4.7871	1934	0.9957	0.5880	0.9957	0.9978
0.0702	4.7921	1936	0.9958	0.5880	0.9958	0.9979
0.0702	4.7970	1938	0.9899	0.5880	0.9899	0.9950
0.0702	4.8020	1940	1.0147	0.5714	1.0147	1.0073
0.0702	4.8069	1942	1.0623	0.5602	1.0623	1.0307
0.0702	4.8119	1944	1.1144	0.5285	1.1144	1.0557
0.0702	4.8168	1946	1.1531	0.5067	1.1531	1.0738
0.0702	4.8218	1948	1.1880	0.4955	1.1880	1.0900
0.0702	4.8267	1950	1.2153	0.4747	1.2153	1.1024
0.0702	4.8317	1952	1.2195	0.4834	1.2195	1.1043
0.0702	4.8366	1954	1.1894	0.5045	1.1894	1.0906
0.0702	4.8416	1956	1.1628	0.4851	1.1628	1.0783
0.0702	4.8465	1958	1.1377	0.4851	1.1377	1.0666
0.0702	4.8515	1960	1.1283	0.4851	1.1283	1.0622
0.0702	4.8564	1962	1.1243	0.5070	1.1243	1.0603
0.0702	4.8614	1964	1.1152	0.5292	1.1152	1.0560
0.0702	4.8663	1966	1.1030	0.5062	1.1030	1.0502
0.0702	4.8713	1968	1.0906	0.5062	1.0906	1.0443
0.0702	4.8762	1970	1.0685	0.4988	1.0685	1.0337
0.0702	4.8812	1972	1.0532	0.5106	1.0532	1.0263
0.0702	4.8861	1974	1.0460	0.5106	1.0460	1.0227
0.0702	4.8911	1976	1.0290	0.5302	1.0290	1.0144
0.0702	4.8960	1978	1.0018	0.5826	1.0018	1.0009
0.0702	4.9010	1980	0.9668	0.5826	0.9668	0.9833
0.0702	4.9059	1982	0.9324	0.5734	0.9324	0.9656
0.0702	4.9109	1984	0.9056	0.6357	0.9056	0.9516
0.0702	4.9158	1986	0.8804	0.6473	0.8804	0.9383
0.0702	4.9208	1988	0.8677	0.6513	0.8677	0.9315
0.0702	4.9257	1990	0.8729	0.6146	0.8729	0.9343
0.0702	4.9307	1992	0.8713	0.5951	0.8713	0.9334
0.0702	4.9356	1994	0.8615	0.5951	0.8615	0.9282
0.0702	4.9406	1996	0.8560	0.5951	0.8560	0.9252
0.0702	4.9455	1998	0.8482	0.5951	0.8482	0.9210
0.0539	4.9505	2000	0.8390	0.6146	0.8390	0.9160
0.0539	4.9554	2002	0.8322	0.6146	0.8322	0.9123
0.0539	4.9604	2004	0.8322	0.6146	0.8322	0.9123
0.0539	4.9653	2006	0.8365	0.6146	0.8365	0.9146
0.0539	4.9703	2008	0.8506	0.6146	0.8506	0.9223
0.0539	4.9752	2010	0.8647	0.6146	0.8647	0.9299
0.0539	4.9802	2012	0.8713	0.6146	0.8713	0.9335
0.0539	4.9851	2014	0.8644	0.6146	0.8644	0.9297
0.0539	4.9901	2016	0.8649	0.6146	0.8649	0.9300
0.0539	4.9950	2018	0.8749	0.6333	0.8749	0.9354
0.0539	5.0	2020	0.8803	0.6213	0.8803	0.9382
0.0539	5.0050	2022	0.8834	0.6213	0.8834	0.9399
0.0539	5.0099	2024	0.8769	0.6213	0.8769	0.9364
0.0539	5.0149	2026	0.8667	0.6473	0.8667	0.9310
0.0539	5.0198	2028	0.8634	0.6473	0.8634	0.9292
0.0539	5.0248	2030	0.8533	0.6295	0.8533	0.9237
0.0539	5.0297	2032	0.8515	0.6295	0.8515	0.9228
0.0539	5.0347	2034	0.8602	0.6295	0.8602	0.9275
0.0539	5.0396	2036	0.8984	0.6357	0.8984	0.9478
0.0539	5.0446	2038	0.9591	0.6060	0.9591	0.9793
0.0539	5.0495	2040	1.0050	0.5302	1.0050	1.0025
0.0539	5.0545	2042	1.0374	0.5274	1.0374	1.0185
0.0539	5.0594	2044	1.0601	0.5371	1.0601	1.0296
0.0539	5.0644	2046	1.0890	0.5368	1.0890	1.0435
0.0539	5.0693	2048	1.1058	0.5368	1.1058	1.0516
0.0539	5.0743	2050	1.1053	0.5368	1.1053	1.0513
0.0539	5.0792	2052	1.0858	0.5162	1.0858	1.0420
0.0539	5.0842	2054	1.0664	0.5162	1.0664	1.0327
0.0539	5.0891	2056	1.0607	0.4949	1.0607	1.0299
0.0539	5.0941	2058	1.0732	0.4949	1.0732	1.0360
0.0539	5.0990	2060	1.0808	0.4677	1.0808	1.0396
0.0539	5.1040	2062	1.0909	0.4908	1.0909	1.0444
0.0539	5.1089	2064	1.1134	0.4908	1.1134	1.0552
0.0539	5.1139	2066	1.1295	0.5368	1.1295	1.0628
0.0539	5.1188	2068	1.1058	0.5368	1.1058	1.0516
0.0539	5.1238	2070	1.0538	0.5371	1.0538	1.0266
0.0539	5.1287	2072	0.9951	0.5393	0.9951	0.9975
0.0539	5.1337	2074	0.9364	0.5511	0.9364	0.9677
0.0539	5.1386	2076	0.8949	0.6303	0.8949	0.9460
0.0539	5.1436	2078	0.8809	0.6124	0.8809	0.9386
0.0539	5.1485	2080	0.8797	0.6159	0.8797	0.9379
0.0539	5.1535	2082	0.8714	0.5698	0.8714	0.9335
0.0539	5.1584	2084	0.8687	0.5698	0.8687	0.9321
0.0539	5.1634	2086	0.8792	0.5698	0.8792	0.9377
0.0539	5.1683	2088	0.8930	0.5774	0.8930	0.9450
0.0539	5.1733	2090	0.9127	0.6159	0.9127	0.9554
0.0539	5.1782	2092	0.9360	0.6303	0.9360	0.9675
0.0539	5.1832	2094	0.9664	0.5771	0.9664	0.9831
0.0539	5.1881	2096	1.0007	0.5511	1.0007	1.0004
0.0539	5.1931	2098	1.0263	0.5274	1.0263	1.0131
0.0539	5.1980	2100	1.0312	0.5274	1.0312	1.0155
0.0539	5.2030	2102	1.0187	0.4988	1.0187	1.0093
0.0539	5.2079	2104	1.0038	0.4988	1.0038	1.0019
0.0539	5.2129	2106	1.0318	0.5073	1.0318	1.0158
0.0539	5.2178	2108	1.0720	0.5274	1.0720	1.0354
0.0539	5.2228	2110	1.1271	0.5141	1.1271	1.0616
0.0539	5.2277	2112	1.1673	0.5141	1.1673	1.0804
0.0539	5.2327	2114	1.2096	0.5141	1.2096	1.0998
0.0539	5.2376	2116	1.2438	0.4910	1.2438	1.1152
0.0539	5.2426	2118	1.2674	0.4910	1.2674	1.1258
0.0539	5.2475	2120	1.2834	0.4910	1.2834	1.1329
0.0539	5.2525	2122	1.3228	0.4910	1.3228	1.1501
0.0539	5.2574	2124	1.3267	0.4896	1.3267	1.1518
0.0539	5.2624	2126	1.3330	0.4896	1.3330	1.1546
0.0539	5.2673	2128	1.3354	0.4896	1.3354	1.1556
0.0539	5.2723	2130	1.3456	0.4362	1.3456	1.1600
0.0539	5.2772	2132	1.3707	0.4362	1.3707	1.1708
0.0539	5.2822	2134	1.3783	0.4362	1.3783	1.1740
0.0539	5.2871	2136	1.3853	0.4693	1.3853	1.1770
0.0539	5.2921	2138	1.3900	0.4693	1.3900	1.1790
0.0539	5.2970	2140	1.3846	0.4896	1.3846	1.1767
0.0539	5.3020	2142	1.3775	0.4896	1.3775	1.1737
0.0539	5.3069	2144	1.3815	0.4896	1.3815	1.1754
0.0539	5.3119	2146	1.3939	0.4896	1.3939	1.1806
0.0539	5.3168	2148	1.3821	0.4896	1.3821	1.1756
0.0539	5.3218	2150	1.3770	0.4896	1.3770	1.1735
0.0539	5.3267	2152	1.2564	0.5127	1.2564	1.1209
0.0539	5.3317	2154	1.1293	0.5371	1.1293	1.0627
0.0539	5.3366	2156	1.0256	0.5280	1.0256	1.0127
0.0539	5.3416	2158	0.9521	0.5625	0.9521	0.9757
0.0539	5.3465	2160	0.9141	0.5861	0.9141	0.9561
0.0539	5.3515	2162	0.9009	0.5919	0.9009	0.9492
0.0539	5.3564	2164	0.8876	0.5725	0.8876	0.9421
0.0539	5.3614	2166	0.8862	0.5725	0.8862	0.9414
0.0539	5.3663	2168	0.8884	0.5725	0.8884	0.9425
0.0539	5.3713	2170	0.9013	0.5861	0.9013	0.9494
0.0539	5.3762	2172	0.9123	0.5861	0.9123	0.9551
0.0539	5.3812	2174	0.9153	0.5861	0.9153	0.9567
0.0539	5.3861	2176	0.9302	0.5957	0.9302	0.9645
0.0539	5.3911	2178	0.9515	0.5628	0.9515	0.9755
0.0539	5.3960	2180	0.9623	0.5395	0.9623	0.9810
0.0539	5.4010	2182	0.9575	0.5201	0.9575	0.9785
0.0539	5.4059	2184	0.9549	0.5201	0.9549	0.9772
0.0539	5.4109	2186	0.9721	0.5201	0.9721	0.9860
0.0539	5.4158	2188	0.9846	0.5413	0.9846	0.9923
0.0539	5.4208	2190	1.0028	0.5292	1.0028	1.0014
0.0539	5.4257	2192	1.0317	0.5171	1.0317	1.0157
0.0539	5.4307	2194	1.0334	0.5371	1.0334	1.0166
0.0539	5.4356	2196	1.0154	0.5371	1.0154	1.0077
0.0539	5.4406	2198	0.9937	0.5395	0.9937	0.9969
0.0539	5.4455	2200	0.9940	0.5395	0.9940	0.9970
0.0539	5.4505	2202	0.9888	0.5395	0.9888	0.9944
0.0539	5.4554	2204	0.9894	0.5395	0.9894	0.9947
0.0539	5.4604	2206	1.0126	0.5280	1.0126	1.0063
0.0539	5.4653	2208	1.0399	0.5164	1.0399	1.0198
0.0539	5.4703	2210	1.0697	0.5171	1.0697	1.0343
0.0539	5.4752	2212	1.0965	0.5171	1.0965	1.0471
0.0539	5.4802	2214	1.1272	0.5171	1.1272	1.0617
0.0539	5.4851	2216	1.1554	0.5171	1.1554	1.0749
0.0539	5.4901	2218	1.1867	0.5368	1.1867	1.0894
0.0539	5.4950	2220	1.2149	0.5368	1.2149	1.1022
0.0539	5.5	2222	1.2495	0.5132	1.2495	1.1178
0.0539	5.5050	2224	1.2686	0.4896	1.2686	1.1263
0.0539	5.5099	2226	1.2823	0.4896	1.2823	1.1324
0.0539	5.5149	2228	1.2859	0.4571	1.2859	1.1340
0.0539	5.5198	2230	1.2719	0.4556	1.2719	1.1278
0.0539	5.5248	2232	1.2589	0.4332	1.2589	1.1220
0.0539	5.5297	2234	1.2632	0.4332	1.2632	1.1239
0.0539	5.5347	2236	1.2476	0.4556	1.2476	1.1170
0.0539	5.5396	2238	1.1880	0.5368	1.1880	1.0900
0.0539	5.5446	2240	1.1366	0.5371	1.1366	1.0661
0.0539	5.5495	2242	1.0800	0.5371	1.0800	1.0392
0.0539	5.5545	2244	1.0220	0.5489	1.0220	1.0109
0.0539	5.5594	2246	0.9874	0.5980	0.9874	0.9937
0.0539	5.5644	2248	0.9787	0.5980	0.9787	0.9893
0.0539	5.5693	2250	0.9943	0.5730	0.9943	0.9972
0.0539	5.5743	2252	1.0292	0.5489	1.0292	1.0145
0.0539	5.5792	2254	1.0329	0.5371	1.0329	1.0163
0.0539	5.5842	2256	1.0201	0.5371	1.0201	1.0100
0.0539	5.5891	2258	1.0081	0.5371	1.0081	1.0040
0.0539	5.5941	2260	0.9914	0.5858	0.9914	0.9957
0.0539	5.5990	2262	0.9771	0.5714	0.9771	0.9885
0.0539	5.6040	2264	0.9695	0.55	0.9695	0.9846
0.0539	5.6089	2266	0.9735	0.55	0.9735	0.9867
0.0539	5.6139	2268	0.9854	0.55	0.9854	0.9927
0.0539	5.6188	2270	1.0221	0.5368	1.0221	1.0110
0.0539	5.6238	2272	1.0840	0.5368	1.0840	1.0412
0.0539	5.6287	2274	1.1609	0.4778	1.1609	1.0775
0.0539	5.6337	2276	1.2409	0.4778	1.2409	1.1139
0.0539	5.6386	2278	1.2969	0.4778	1.2969	1.1388
0.0539	5.6436	2280	1.3318	0.5095	1.3318	1.1540
0.0539	5.6485	2282	1.3710	0.5095	1.3710	1.1709
0.0539	5.6535	2284	1.3872	0.5095	1.3872	1.1778
0.0539	5.6584	2286	1.3980	0.4778	1.3980	1.1824
0.0539	5.6634	2288	1.4150	0.4778	1.4150	1.1896
0.0539	5.6683	2290	1.4325	0.4532	1.4325	1.1969
0.0539	5.6733	2292	1.4315	0.4778	1.4315	1.1964
0.0539	5.6782	2294	1.4318	0.4778	1.4318	1.1966
0.0539	5.6832	2296	1.4102	0.4795	1.4102	1.1875
0.0539	5.6881	2298	1.3819	0.4795	1.3819	1.1756
0.0539	5.6931	2300	1.3417	0.4812	1.3417	1.1583
0.0539	5.6980	2302	1.2674	0.5141	1.2674	1.1258
0.0539	5.7030	2304	1.2313	0.5141	1.2313	1.1096
0.0539	5.7079	2306	1.2146	0.5141	1.2146	1.1021
0.0539	5.7129	2308	1.2001	0.5141	1.2001	1.0955
0.0539	5.7178	2310	1.1807	0.5141	1.1807	1.0866
0.0539	5.7228	2312	1.1420	0.5164	1.1420	1.0686
0.0539	5.7277	2314	1.1044	0.5164	1.1044	1.0509
0.0539	5.7327	2316	1.0752	0.5377	1.0752	1.0369
0.0539	5.7376	2318	1.0421	0.5398	1.0421	1.0208
0.0539	5.7426	2320	1.0199	0.5398	1.0199	1.0099
0.0539	5.7475	2322	0.9987	0.5826	0.9987	0.9993
0.0539	5.7525	2324	0.9833	0.5826	0.9833	0.9916
0.0539	5.7574	2326	0.9675	0.5826	0.9675	0.9836
0.0539	5.7624	2328	0.9495	0.5826	0.9495	0.9744
0.0539	5.7673	2330	0.9311	0.5826	0.9311	0.9649
0.0539	5.7723	2332	0.9410	0.5826	0.9410	0.9700
0.0539	5.7772	2334	0.9551	0.5826	0.9551	0.9773
0.0539	5.7822	2336	0.9692	0.5826	0.9692	0.9845
0.0539	5.7871	2338	1.0004	0.5398	1.0004	1.0002
0.0539	5.7921	2340	1.0263	0.5371	1.0263	1.0131
0.0539	5.7970	2342	1.0430	0.5371	1.0430	1.0213
0.0539	5.8020	2344	1.0447	0.5371	1.0447	1.0221
0.0539	5.8069	2346	1.0398	0.5371	1.0398	1.0197
0.0539	5.8119	2348	1.0203	0.5371	1.0203	1.0101
0.0539	5.8168	2350	1.0025	0.5274	1.0025	1.0012
0.0539	5.8218	2352	0.9997	0.5073	0.9997	0.9999
0.0539	5.8267	2354	0.9961	0.5073	0.9961	0.9980
0.0539	5.8317	2356	0.9854	0.5073	0.9854	0.9927
0.0539	5.8366	2358	0.9777	0.5073	0.9777	0.9888
0.0539	5.8416	2360	0.9722	0.5073	0.9722	0.9860
0.0539	5.8465	2362	0.9766	0.5274	0.9766	0.9882
0.0539	5.8515	2364	1.0221	0.5371	1.0221	1.0110
0.0539	5.8564	2366	1.0009	0.5371	1.0009	1.0004
0.0539	5.8614	2368	0.9835	0.5274	0.9835	0.9917
0.0539	5.8663	2370	0.9600	0.4988	0.9600	0.9798
0.0539	5.8713	2372	0.9271	0.5436	0.9271	0.9628
0.0539	5.8762	2374	0.8974	0.5826	0.8974	0.9473
0.0539	5.8812	2376	0.8745	0.5826	0.8745	0.9352
0.0539	5.8861	2378	0.8664	0.5937	0.8664	0.9308
0.0539	5.8911	2380	0.8578	0.5937	0.8578	0.9262
0.0539	5.8960	2382	0.8663	0.5937	0.8663	0.9308
0.0539	5.9010	2384	0.8839	0.5937	0.8839	0.9402
0.0539	5.9059	2386	0.8993	0.5937	0.8993	0.9483
0.0539	5.9109	2388	0.8894	0.5937	0.8894	0.9431
0.0539	5.9158	2390	0.8670	0.6047	0.8670	0.9311
0.0539	5.9208	2392	0.8562	0.5759	0.8562	0.9253
0.0539	5.9257	2394	0.8504	0.5785	0.8504	0.9222
0.0539	5.9307	2396	0.8480	0.5785	0.8480	0.9209
0.0539	5.9356	2398	0.8422	0.6127	0.8422	0.9177
0.0539	5.9406	2400	0.8372	0.6023	0.8372	0.9150
0.0539	5.9455	2402	0.8337	0.6023	0.8337	0.9131
0.0539	5.9505	2404	0.8395	0.6023	0.8395	0.9162
0.0539	5.9554	2406	0.8482	0.6023	0.8482	0.9210
0.0539	5.9604	2408	0.8567	0.5872	0.8567	0.9256
0.0539	5.9653	2410	0.8658	0.5845	0.8658	0.9305
0.0539	5.9703	2412	0.8620	0.5872	0.8620	0.9284
0.0539	5.9752	2414	0.8333	0.6213	0.8333	0.9129
0.0539	5.9802	2416	0.8156	0.6023	0.8156	0.9031
0.0539	5.9851	2418	0.8009	0.6023	0.8009	0.8949
0.0539	5.9901	2420	0.7893	0.6269	0.7893	0.8884
0.0539	5.9950	2422	0.7785	0.6738	0.7785	0.8823
0.0539	6.0	2424	0.7724	0.6738	0.7724	0.8788
0.0539	6.0050	2426	0.7688	0.6927	0.7688	0.8768
0.0539	6.0099	2428	0.7695	0.6802	0.7695	0.8772
0.0539	6.0149	2430	0.7731	0.6802	0.7731	0.8793
0.0539	6.0198	2432	0.7745	0.6802	0.7745	0.8801
0.0539	6.0248	2434	0.7747	0.6802	0.7747	0.8802
0.0539	6.0297	2436	0.7771	0.6927	0.7771	0.8815
0.0539	6.0347	2438	0.7858	0.6738	0.7858	0.8864
0.0539	6.0396	2440	0.7963	0.6738	0.7963	0.8924
0.0539	6.0446	2442	0.8084	0.6391	0.8084	0.8991
0.0539	6.0495	2444	0.8361	0.6337	0.8361	0.9144
0.0539	6.0545	2446	0.8918	0.5845	0.8918	0.9443
0.0539	6.0594	2448	0.9317	0.5826	0.9317	0.9653
0.0539	6.0644	2450	0.9582	0.5826	0.9582	0.9789
0.0539	6.0693	2452	0.9797	0.5814	0.9797	0.9898
0.0539	6.0743	2454	0.9966	0.5584	0.9966	0.9983
0.0539	6.0792	2456	1.0162	0.5371	1.0162	1.0081
0.0539	6.0842	2458	1.0422	0.5371	1.0422	1.0209
0.0539	6.0891	2460	1.0768	0.5371	1.0768	1.0377
0.0539	6.0941	2462	1.1112	0.5132	1.1112	1.0542
0.0539	6.0990	2464	1.1318	0.5132	1.1318	1.0639
0.0539	6.1040	2466	1.1309	0.5132	1.1309	1.0634
0.0539	6.1089	2468	1.1162	0.5132	1.1162	1.0565
0.0539	6.1139	2470	1.0659	0.5371	1.0659	1.0324

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