Arabic_FineTuningAraBERT_AugV4-trial2_k25_task1_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV4-trial2_k25_task1_organization_fold0

Arabic_FineTuningAraBERT_AugV4-trial2_k25_task1_organization_fold0 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

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

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 14, 2024
Updated: Nov 14, 2024
SHA: 1724ba44

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4-trial2_k25_task1_organization_fold0

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

Loss: 0.8473
Qwk: 0.8019
Mse: 0.8473
Rmse: 0.9205

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	0.0041	2	4.6974	-0.0064	4.6974	2.1673
No log	0.0082	4	2.4586	0.0677	2.4586	1.5680
No log	0.0123	6	1.5056	0.1616	1.5056	1.2270
No log	0.0165	8	1.2905	0.0742	1.2905	1.1360
No log	0.0206	10	1.5556	0.3209	1.5556	1.2472
No log	0.0247	12	2.0533	0.1873	2.0533	1.4329
No log	0.0288	14	2.2442	0.1873	2.2442	1.4981
No log	0.0329	16	2.3885	0.1075	2.3885	1.5455
No log	0.0370	18	2.0510	0.1873	2.0510	1.4321
No log	0.0412	20	1.8628	0.1913	1.8628	1.3648
No log	0.0453	22	1.8859	0.1370	1.8859	1.3733
No log	0.0494	24	1.9863	0.0801	1.9863	1.4094
No log	0.0535	26	1.9697	0.1075	1.9697	1.4035
No log	0.0576	28	2.1071	0.0275	2.1071	1.4516
No log	0.0617	30	2.0328	0.1873	2.0328	1.4258
No log	0.0658	32	2.2408	0.0	2.2408	1.4969
No log	0.0700	34	2.2851	0.0	2.2851	1.5116
No log	0.0741	36	2.1511	0.0	2.1511	1.4667
No log	0.0782	38	2.1934	0.0	2.1934	1.4810
No log	0.0823	40	2.1068	0.0238	2.1068	1.4515
No log	0.0864	42	1.8675	0.1260	1.8675	1.3666
No log	0.0905	44	1.9181	0.2381	1.9181	1.3849
No log	0.0947	46	2.1464	0.2711	2.1464	1.4651
No log	0.0988	48	2.5506	0.2967	2.5506	1.5971
No log	0.1029	50	2.3939	0.4011	2.3939	1.5472
No log	0.1070	52	1.9011	0.4585	1.9011	1.3788
No log	0.1111	54	1.3552	0.5980	1.3552	1.1641
No log	0.1152	56	1.4322	0.6746	1.4322	1.1967
No log	0.1193	58	2.1791	0.4469	2.1791	1.4762
No log	0.1235	60	2.2629	0.4297	2.2629	1.5043
No log	0.1276	62	1.7811	0.4988	1.7811	1.3346
No log	0.1317	64	1.6412	0.5540	1.6412	1.2811
No log	0.1358	66	1.7981	0.4104	1.7981	1.3409
No log	0.1399	68	2.1883	0.2980	2.1883	1.4793
No log	0.1440	70	2.2106	0.4109	2.2106	1.4868
No log	0.1481	72	1.9648	0.4988	1.9648	1.4017
No log	0.1523	74	2.1251	0.4799	2.1251	1.4578
No log	0.1564	76	1.9695	0.5376	1.9695	1.4034
No log	0.1605	78	1.9179	0.5376	1.9179	1.3849
No log	0.1646	80	2.1851	0.4796	2.1851	1.4782
No log	0.1687	82	2.2137	0.4585	2.2137	1.4878
No log	0.1728	84	2.0559	0.3522	2.0559	1.4339
No log	0.1770	86	1.6229	0.5035	1.6229	1.2739
No log	0.1811	88	1.3622	0.4535	1.3622	1.1672
No log	0.1852	90	1.3362	0.4535	1.3362	1.1559
No log	0.1893	92	1.5292	0.5502	1.5292	1.2366
No log	0.1934	94	1.9026	0.4379	1.9026	1.3793
No log	0.1975	96	2.2097	0.4397	2.2097	1.4865
No log	0.2016	98	1.8526	0.4995	1.8526	1.3611
No log	0.2058	100	1.2849	0.6103	1.2849	1.1335
No log	0.2099	102	1.2142	0.6323	1.2142	1.1019
No log	0.2140	104	1.3780	0.6265	1.3780	1.1739
No log	0.2181	106	2.0161	0.5188	2.0161	1.4199
No log	0.2222	108	2.3717	0.4804	2.3717	1.5400
No log	0.2263	110	2.1185	0.4811	2.1185	1.4555
No log	0.2305	112	1.6918	0.5200	1.6918	1.3007
No log	0.2346	114	1.3469	0.5670	1.3469	1.1606
No log	0.2387	116	1.3396	0.5670	1.3396	1.1574
No log	0.2428	118	1.6687	0.5385	1.6687	1.2918
No log	0.2469	120	1.8990	0.4987	1.8990	1.3781
No log	0.2510	122	1.8047	0.5769	1.8047	1.3434
No log	0.2551	124	1.7580	0.6303	1.7580	1.3259
No log	0.2593	126	1.5718	0.6303	1.5718	1.2537
No log	0.2634	128	1.3187	0.6934	1.3187	1.1483
No log	0.2675	130	1.1987	0.7234	1.1987	1.0948
No log	0.2716	132	1.2471	0.7234	1.2472	1.1168
No log	0.2757	134	1.3100	0.7157	1.3100	1.1445
No log	0.2798	136	1.3532	0.7110	1.3532	1.1633
No log	0.2840	138	1.2475	0.7110	1.2475	1.1169
No log	0.2881	140	1.1922	0.7110	1.1922	1.0919
No log	0.2922	142	1.1288	0.6851	1.1288	1.0625
No log	0.2963	144	1.1354	0.6394	1.1354	1.0656
No log	0.3004	146	1.3215	0.5973	1.3215	1.1496
No log	0.3045	148	1.9205	0.5489	1.9205	1.3858
No log	0.3086	150	2.2675	0.5139	2.2675	1.5058
No log	0.3128	152	2.0433	0.4808	2.0433	1.4294
No log	0.3169	154	1.7440	0.5188	1.7440	1.3206
No log	0.3210	156	1.3888	0.6211	1.3888	1.1785
No log	0.3251	158	1.2653	0.6839	1.2653	1.1249
No log	0.3292	160	1.3616	0.6680	1.3616	1.1669
No log	0.3333	162	1.8052	0.4991	1.8052	1.3436
No log	0.3374	164	2.4439	0.4072	2.4439	1.5633
No log	0.3416	166	2.4128	0.4072	2.4128	1.5533
No log	0.3457	168	1.9927	0.4796	1.9927	1.4116
No log	0.3498	170	1.7355	0.5573	1.7355	1.3174
No log	0.3539	172	1.7011	0.5573	1.7011	1.3042
No log	0.3580	174	1.5027	0.5769	1.5027	1.2259
No log	0.3621	176	1.7241	0.5573	1.7241	1.3130
No log	0.3663	178	1.9283	0.4606	1.9283	1.3886
No log	0.3704	180	1.8539	0.4991	1.8539	1.3616
No log	0.3745	182	1.8788	0.5177	1.8788	1.3707
No log	0.3786	184	1.5932	0.6115	1.5932	1.2622
No log	0.3827	186	1.4306	0.5812	1.4306	1.1961
No log	0.3868	188	1.5928	0.6115	1.5928	1.2621
No log	0.3909	190	1.5404	0.6115	1.5404	1.2411
No log	0.3951	192	1.5125	0.6115	1.5125	1.2298
No log	0.3992	194	1.5941	0.6115	1.5941	1.2626
No log	0.4033	196	1.8831	0.5489	1.8831	1.3723
No log	0.4074	198	1.8559	0.5318	1.8559	1.3623
No log	0.4115	200	1.5604	0.5209	1.5604	1.2492
No log	0.4156	202	1.2953	0.4567	1.2953	1.1381
No log	0.4198	204	1.1566	0.5532	1.1566	1.0755
No log	0.4239	206	1.2631	0.5059	1.2631	1.1239
No log	0.4280	208	1.4114	0.5263	1.4114	1.1880
No log	0.4321	210	1.5540	0.6469	1.5540	1.2466
No log	0.4362	212	1.5575	0.5209	1.5575	1.2480
No log	0.4403	214	1.5133	0.5413	1.5133	1.2302
No log	0.4444	216	1.6087	0.5009	1.6087	1.2683
No log	0.4486	218	1.8781	0.5510	1.8781	1.3704
No log	0.4527	220	1.8979	0.5166	1.8979	1.3776
No log	0.4568	222	1.7413	0.4615	1.7413	1.3196
No log	0.4609	224	1.6217	0.5197	1.6217	1.2735
No log	0.4650	226	1.4217	0.6265	1.4217	1.1924
No log	0.4691	228	1.2834	0.6616	1.2834	1.1329
No log	0.4733	230	1.3762	0.6616	1.3762	1.1731
No log	0.4774	232	1.8699	0.5166	1.8699	1.3674
No log	0.4815	234	2.2716	0.6124	2.2716	1.5072
No log	0.4856	236	2.2205	0.6124	2.2205	1.4901
No log	0.4897	238	1.6088	0.5965	1.6088	1.2684
No log	0.4938	240	1.0812	0.7844	1.0812	1.0398
No log	0.4979	242	0.9206	0.7844	0.9206	0.9595
No log	0.5021	244	0.8891	0.8142	0.8891	0.9429
No log	0.5062	246	1.0911	0.7194	1.0911	1.0446
No log	0.5103	248	1.5201	0.5896	1.5201	1.2329
No log	0.5144	250	2.3242	0.5470	2.3242	1.5245
No log	0.5185	252	2.6627	0.3991	2.6627	1.6318
No log	0.5226	254	2.4191	0.3843	2.4191	1.5553
No log	0.5267	256	1.8189	0.3608	1.8189	1.3486
No log	0.5309	258	1.4464	0.5484	1.4464	1.2027
No log	0.5350	260	1.4664	0.6161	1.4664	1.2109
No log	0.5391	262	1.5989	0.5714	1.5989	1.2645
No log	0.5432	264	1.8078	0.5660	1.8078	1.3445
No log	0.5473	266	1.8549	0.5660	1.8549	1.3619
No log	0.5514	268	2.0280	0.5635	2.0280	1.4241
No log	0.5556	270	2.0907	0.4973	2.0907	1.4459
No log	0.5597	272	2.0031	0.4641	2.0031	1.4153
No log	0.5638	274	1.8134	0.4991	1.8134	1.3466
No log	0.5679	276	1.7646	0.5164	1.7646	1.3284
No log	0.5720	278	1.7434	0.5660	1.7434	1.3204
No log	0.5761	280	1.6159	0.5744	1.6159	1.2712
No log	0.5802	282	1.6714	0.5714	1.6714	1.2928
No log	0.5844	284	1.6259	0.5556	1.6259	1.2751
No log	0.5885	286	1.6206	0.5188	1.6206	1.2730
No log	0.5926	288	1.6372	0.4583	1.6372	1.2795
No log	0.5967	290	1.6176	0.5005	1.6176	1.2719
No log	0.6008	292	1.4355	0.5927	1.4355	1.1981
No log	0.6049	294	1.3097	0.5927	1.3097	1.1444
No log	0.6091	296	1.4024	0.6115	1.4024	1.1842
No log	0.6132	298	1.4785	0.6552	1.4785	1.2159
No log	0.6173	300	1.3230	0.7005	1.3230	1.1502
No log	0.6214	302	1.0354	0.6807	1.0354	1.0175
No log	0.6255	304	1.0836	0.6569	1.0836	1.0410
No log	0.6296	306	1.2698	0.6616	1.2698	1.1269
No log	0.6337	308	1.3375	0.6616	1.3375	1.1565
No log	0.6379	310	1.5443	0.6253	1.5443	1.2427
No log	0.6420	312	1.4365	0.6303	1.4365	1.1986
No log	0.6461	314	1.3847	0.6303	1.3847	1.1768
No log	0.6502	316	1.2375	0.6303	1.2375	1.1124
No log	0.6543	318	1.2524	0.6260	1.2524	1.1191
No log	0.6584	320	1.5503	0.6552	1.5503	1.2451
No log	0.6626	322	1.5499	0.6552	1.5499	1.2450
No log	0.6667	324	1.7251	0.6552	1.7251	1.3134
No log	0.6708	326	1.8013	0.6552	1.8013	1.3421
No log	0.6749	328	1.7142	0.6552	1.7142	1.3093
No log	0.6790	330	1.3300	0.6746	1.3300	1.1532
No log	0.6831	332	0.9029	0.6038	0.9029	0.9502
No log	0.6872	334	0.8207	0.5279	0.8207	0.9059
No log	0.6914	336	0.9273	0.6038	0.9273	0.9630
No log	0.6955	338	1.2400	0.6897	1.2400	1.1136
No log	0.6996	340	1.7637	0.5349	1.7637	1.3281
No log	0.7037	342	1.9728	0.5318	1.9728	1.4046
No log	0.7078	344	1.8171	0.5889	1.8171	1.3480
No log	0.7119	346	1.3688	0.6677	1.3688	1.1700
No log	0.7160	348	1.1823	0.6738	1.1823	1.0873
No log	0.7202	350	1.3633	0.7178	1.3633	1.1676
No log	0.7243	352	1.6367	0.6061	1.6367	1.2793
No log	0.7284	354	1.6688	0.6061	1.6688	1.2918
No log	0.7325	356	1.2825	0.7178	1.2825	1.1325
No log	0.7366	358	0.9252	0.7696	0.9252	0.9619
No log	0.7407	360	0.9375	0.7696	0.9375	0.9683
No log	0.7449	362	1.1846	0.7157	1.1846	1.0884
No log	0.7490	364	1.5243	0.5869	1.5243	1.2346
No log	0.7531	366	1.5185	0.6121	1.5185	1.2323
No log	0.7572	368	1.3574	0.5980	1.3574	1.1651
No log	0.7613	370	1.2881	0.6316	1.2881	1.1350
No log	0.7654	372	1.1505	0.6945	1.1505	1.0726
No log	0.7695	374	1.0134	0.6945	1.0134	1.0067
No log	0.7737	376	1.0839	0.6871	1.0839	1.0411
No log	0.7778	378	1.3488	0.7038	1.3488	1.1614
No log	0.7819	380	1.5459	0.6571	1.5459	1.2433
No log	0.7860	382	1.5468	0.6518	1.5468	1.2437
No log	0.7901	384	1.3702	0.6141	1.3702	1.1706
No log	0.7942	386	1.3155	0.6176	1.3155	1.1469
No log	0.7984	388	1.3234	0.6176	1.3234	1.1504
No log	0.8025	390	1.2987	0.6078	1.2987	1.1396
No log	0.8066	392	1.4310	0.6078	1.4310	1.1963
No log	0.8107	394	1.4117	0.6078	1.4117	1.1881
No log	0.8148	396	1.2296	0.7234	1.2296	1.1089
No log	0.8189	398	1.1074	0.7234	1.1074	1.0523
No log	0.8230	400	1.2164	0.7234	1.2164	1.1029
No log	0.8272	402	1.4045	0.5777	1.4045	1.1851
No log	0.8313	404	1.4864	0.5777	1.4864	1.2192
No log	0.8354	406	1.3936	0.5777	1.3936	1.1805
No log	0.8395	408	1.2328	0.6061	1.2328	1.1103
No log	0.8436	410	1.1739	0.6543	1.1739	1.0835
No log	0.8477	412	1.1663	0.6061	1.1663	1.0799
No log	0.8519	414	1.1097	0.6420	1.1097	1.0534
No log	0.8560	416	1.1594	0.6061	1.1594	1.0767
No log	0.8601	418	1.4112	0.5744	1.4112	1.1879
No log	0.8642	420	1.8182	0.5889	1.8182	1.3484
No log	0.8683	422	1.8887	0.5889	1.8887	1.3743
No log	0.8724	424	1.6306	0.6071	1.6306	1.2769
No log	0.8765	426	1.2332	0.6934	1.2332	1.1105
No log	0.8807	428	0.9542	0.7310	0.9542	0.9768
No log	0.8848	430	0.9727	0.7216	0.9727	0.9863
No log	0.8889	432	1.2516	0.6860	1.2516	1.1187
No log	0.8930	434	1.4568	0.6303	1.4568	1.2070
No log	0.8971	436	1.5838	0.5744	1.5838	1.2585
No log	0.9012	438	1.3711	0.6860	1.3711	1.1709
No log	0.9053	440	1.3005	0.6860	1.3005	1.1404
No log	0.9095	442	1.2462	0.6934	1.2462	1.1163
No log	0.9136	444	1.0966	0.7194	1.0966	1.0472
No log	0.9177	446	1.0705	0.7194	1.0705	1.0346
No log	0.9218	448	1.0346	0.7194	1.0346	1.0172
No log	0.9259	450	1.1240	0.7515	1.1240	1.0602
No log	0.9300	452	1.3616	0.6545	1.3616	1.1669
No log	0.9342	454	1.6552	0.5385	1.6552	1.2865
No log	0.9383	456	1.6406	0.5769	1.6406	1.2809
No log	0.9424	458	1.4178	0.6934	1.4178	1.1907
No log	0.9465	460	1.0753	0.8011	1.0753	1.0370
No log	0.9506	462	0.8776	0.6233	0.8776	0.9368
No log	0.9547	464	0.8808	0.6233	0.8808	0.9385
No log	0.9588	466	1.0385	0.8138	1.0385	1.0191
No log	0.9630	468	1.4023	0.6673	1.4023	1.1842
No log	0.9671	470	1.5931	0.5769	1.5931	1.2622
No log	0.9712	472	1.4685	0.6303	1.4685	1.2118
No log	0.9753	474	1.2274	0.6860	1.2274	1.1079
No log	0.9794	476	1.0763	0.7705	1.0763	1.0374
No log	0.9835	478	1.0282	0.7789	1.0282	1.0140
No log	0.9877	480	1.2010	0.7153	1.2010	1.0959
No log	0.9918	482	1.5613	0.6303	1.5613	1.2495
No log	0.9959	484	1.6356	0.5357	1.6356	1.2789
No log	1.0	486	1.5295	0.6303	1.5295	1.2367
No log	1.0041	488	1.3563	0.6303	1.3563	1.1646
No log	1.0082	490	1.3239	0.5965	1.3239	1.1506
No log	1.0123	492	1.4000	0.5965	1.4000	1.1832
No log	1.0165	494	1.4837	0.5965	1.4837	1.2181
No log	1.0206	496	1.3733	0.6407	1.3733	1.1719
No log	1.0247	498	1.2932	0.6407	1.2932	1.1372
0.5055	1.0288	500	1.1263	0.6839	1.1263	1.0613
0.5055	1.0329	502	1.0566	0.6975	1.0566	1.0279
0.5055	1.0370	504	1.0920	0.7305	1.0920	1.0450
0.5055	1.0412	506	1.2554	0.7123	1.2554	1.1204
0.5055	1.0453	508	1.4109	0.7	1.4109	1.1878
0.5055	1.0494	510	1.5409	0.6870	1.5409	1.2413
0.5055	1.0535	512	1.7358	0.6398	1.7358	1.3175
0.5055	1.0576	514	1.7413	0.5994	1.7413	1.3196
0.5055	1.0617	516	1.8433	0.5349	1.8433	1.3577
0.5055	1.0658	518	1.8383	0.5188	1.8383	1.3559
0.5055	1.0700	520	1.5863	0.5404	1.5863	1.2595
0.5055	1.0741	522	1.3089	0.5670	1.3089	1.1441
0.5055	1.0782	524	1.1975	0.6323	1.1975	1.0943
0.5055	1.0823	526	1.3568	0.5965	1.3568	1.1648
0.5055	1.0864	528	1.4941	0.6071	1.4941	1.2223
0.5055	1.0905	530	1.5694	0.6497	1.5694	1.2528
0.5055	1.0947	532	1.4918	0.6610	1.4918	1.2214
0.5055	1.0988	534	1.2798	0.7148	1.2798	1.1313
0.5055	1.1029	536	1.1447	0.7123	1.1447	1.0699
0.5055	1.1070	538	1.2795	0.7148	1.2795	1.1312
0.5055	1.1111	540	1.4516	0.5965	1.4516	1.2048
0.5055	1.1152	542	1.6782	0.5188	1.6782	1.2955
0.5055	1.1193	544	1.6059	0.5188	1.6059	1.2673
0.5055	1.1235	546	1.3466	0.5449	1.3466	1.1604
0.5055	1.1276	548	1.1714	0.5474	1.1714	1.0823
0.5055	1.1317	550	1.0832	0.7519	1.0832	1.0408
0.5055	1.1358	552	1.0431	0.6839	1.0431	1.0213
0.5055	1.1399	554	1.0898	0.6839	1.0898	1.0439
0.5055	1.1440	556	1.2613	0.6103	1.2613	1.1231
0.5055	1.1481	558	1.5730	0.5385	1.5730	1.2542
0.5055	1.1523	560	1.7344	0.5385	1.7344	1.3169
0.5055	1.1564	562	1.6597	0.5385	1.6597	1.2883
0.5055	1.1605	564	1.3512	0.6356	1.3512	1.1624
0.5055	1.1646	566	1.0228	0.7520	1.0228	1.0113
0.5055	1.1687	568	0.9353	0.7520	0.9353	0.9671
0.5055	1.1728	570	1.0573	0.7520	1.0573	1.0282
0.5055	1.1770	572	1.2384	0.6897	1.2384	1.1129
0.5055	1.1811	574	1.4147	0.6211	1.4147	1.1894
0.5055	1.1852	576	1.4457	0.5777	1.4457	1.2024
0.5055	1.1893	578	1.6040	0.5744	1.6040	1.2665
0.5055	1.1934	580	1.6133	0.5862	1.6133	1.2701
0.5055	1.1975	582	1.4815	0.5862	1.4815	1.2172
0.5055	1.2016	584	1.2425	0.7157	1.2425	1.1147
0.5055	1.2058	586	1.0560	0.7602	1.0560	1.0276
0.5055	1.2099	588	1.0878	0.7157	1.0878	1.0430
0.5055	1.2140	590	1.2350	0.7157	1.2350	1.1113
0.5055	1.2181	592	1.4016	0.5752	1.4016	1.1839
0.5055	1.2222	594	1.5374	0.5744	1.5374	1.2399
0.5055	1.2263	596	1.5674	0.5404	1.5674	1.2520
0.5055	1.2305	598	1.5093	0.5404	1.5093	1.2285
0.5055	1.2346	600	1.5392	0.5404	1.5392	1.2407
0.5055	1.2387	602	1.4497	0.5404	1.4497	1.2040
0.5055	1.2428	604	1.2374	0.7322	1.2374	1.1124
0.5055	1.2469	606	1.0807	0.7607	1.0807	1.0395
0.5055	1.2510	608	1.1407	0.7086	1.1407	1.0680
0.5055	1.2551	610	1.3736	0.6563	1.3736	1.1720
0.5055	1.2593	612	1.3880	0.6514	1.3880	1.1781
0.5055	1.2634	614	1.2229	0.7086	1.2229	1.1058
0.5055	1.2675	616	1.0553	0.7332	1.0553	1.0273
0.5055	1.2716	618	1.1009	0.7332	1.1009	1.0492
0.5055	1.2757	620	1.1842	0.7327	1.1842	1.0882
0.5055	1.2798	622	1.4330	0.6085	1.4330	1.1971
0.5055	1.2840	624	1.5426	0.5896	1.5426	1.2420
0.5055	1.2881	626	1.4507	0.6121	1.4507	1.2044
0.5055	1.2922	628	1.2115	0.6818	1.2115	1.1007
0.5055	1.2963	630	0.9517	0.7332	0.9517	0.9756
0.5055	1.3004	632	0.8668	0.7332	0.8668	0.9310
0.5055	1.3045	634	0.9394	0.7332	0.9394	0.9692
0.5055	1.3086	636	1.1754	0.7086	1.1754	1.0842
0.5055	1.3128	638	1.3578	0.6974	1.3578	1.1652
0.5055	1.3169	640	1.3819	0.6918	1.3819	1.1755
0.5055	1.3210	642	1.1670	0.7360	1.1670	1.0803
0.5055	1.3251	644	0.9709	0.7514	0.9709	0.9853
0.5055	1.3292	646	0.8766	0.7518	0.8766	0.9363
0.5055	1.3333	648	1.0084	0.7514	1.0084	1.0042
0.5055	1.3374	650	1.1228	0.6514	1.1228	1.0596
0.5055	1.3416	652	1.1008	0.6514	1.1008	1.0492
0.5055	1.3457	654	1.0860	0.6622	1.0860	1.0421
0.5055	1.3498	656	0.9766	0.8019	0.9766	0.9882
0.5055	1.3539	658	1.0124	0.7422	1.0124	1.0062
0.5055	1.3580	660	1.1105	0.7134	1.1105	1.0538
0.5055	1.3621	662	1.0787	0.6622	1.0787	1.0386
0.5055	1.3663	664	0.9892	0.7696	0.9892	0.9946
0.5055	1.3704	666	0.9855	0.7696	0.9855	0.9927
0.5055	1.3745	668	0.9483	0.7696	0.9483	0.9738
0.5055	1.3786	670	0.9441	0.7696	0.9441	0.9716
0.5055	1.3827	672	0.9911	0.7162	0.9911	0.9955
0.5055	1.3868	674	1.0539	0.7086	1.0539	1.0266
0.5055	1.3909	676	1.1102	0.7086	1.1102	1.0537
0.5055	1.3951	678	1.2537	0.6622	1.2537	1.1197
0.5055	1.3992	680	1.2607	0.6622	1.2607	1.1228
0.5055	1.4033	682	1.2673	0.7053	1.2673	1.1258
0.5055	1.4074	684	1.2979	0.7129	1.2979	1.1392
0.5055	1.4115	686	1.2009	0.6824	1.2009	1.0958
0.5055	1.4156	688	1.1932	0.6824	1.1932	1.0923
0.5055	1.4198	690	1.2081	0.6684	1.2081	1.0991
0.5055	1.4239	692	1.1187	0.7162	1.1187	1.0577
0.5055	1.4280	694	1.1121	0.7086	1.1121	1.0546
0.5055	1.4321	696	1.2151	0.7086	1.2151	1.1023
0.5055	1.4362	698	1.3466	0.7081	1.3466	1.1604
0.5055	1.4403	700	1.2724	0.7234	1.2724	1.1280
0.5055	1.4444	702	1.0638	0.7157	1.0638	1.0314
0.5055	1.4486	704	0.9909	0.7709	0.9909	0.9955
0.5055	1.4527	706	1.0678	0.7239	1.0678	1.0333
0.5055	1.4568	708	1.1047	0.7157	1.1047	1.0510
0.5055	1.4609	710	1.0966	0.7157	1.0966	1.0472
0.5055	1.4650	712	1.2202	0.6934	1.2202	1.1046
0.5055	1.4691	714	1.1594	0.6934	1.1594	1.0768
0.5055	1.4733	716	0.9865	0.8283	0.9865	0.9932
0.5055	1.4774	718	0.8599	0.8019	0.8599	0.9273
0.5055	1.4815	720	0.7781	0.7823	0.7781	0.8821
0.5055	1.4856	722	0.8346	0.8019	0.8346	0.9136
0.5055	1.4897	724	1.0432	0.7614	1.0432	1.0214
0.5055	1.4938	726	1.2579	0.6610	1.2579	1.1215
0.5055	1.4979	728	1.4334	0.5965	1.4334	1.1972
0.5055	1.5021	730	1.4767	0.5385	1.4767	1.2152
0.5055	1.5062	732	1.3015	0.6008	1.3015	1.1409
0.5055	1.5103	734	1.0533	0.7729	1.0533	1.0263
0.5055	1.5144	736	0.9142	0.8019	0.9142	0.9562
0.5055	1.5185	738	0.9516	0.8019	0.9516	0.9755
0.5055	1.5226	740	1.0881	0.7074	1.0881	1.0431
0.5055	1.5267	742	1.2761	0.5474	1.2761	1.1296
0.5055	1.5309	744	1.4476	0.5385	1.4476	1.2031
0.5055	1.5350	746	1.4763	0.5385	1.4763	1.2150
0.5055	1.5391	748	1.3267	0.6303	1.3267	1.1518
0.5055	1.5432	750	1.1157	0.7692	1.1157	1.0563
0.5055	1.5473	752	0.8650	0.7430	0.8650	0.9301
0.5055	1.5514	754	0.7845	0.7801	0.7845	0.8857
0.5055	1.5556	756	0.8357	0.7782	0.8357	0.9142
0.5055	1.5597	758	0.9559	0.7685	0.9559	0.9777
0.5055	1.5638	760	0.9979	0.7681	0.9979	0.9989
0.5055	1.5679	762	1.0038	0.7182	1.0038	1.0019
0.5055	1.5720	764	0.9749	0.7187	0.9749	0.9874
0.5055	1.5761	766	1.0227	0.7239	1.0227	1.0113
0.5055	1.5802	768	0.9604	0.7696	0.9604	0.9800
0.5055	1.5844	770	0.9009	0.7983	0.9009	0.9492
0.5055	1.5885	772	0.8127	0.7906	0.8127	0.9015
0.5055	1.5926	774	0.8212	0.8019	0.8212	0.9062
0.5055	1.5967	776	0.9571	0.7709	0.9571	0.9783
0.5055	1.6008	778	1.0739	0.7157	1.0739	1.0363
0.5055	1.6049	780	1.1098	0.7157	1.1098	1.0535
0.5055	1.6091	782	1.2042	0.7153	1.2042	1.0974
0.5055	1.6132	784	1.1290	0.7153	1.1290	1.0625
0.5055	1.6173	786	1.0218	0.7234	1.0218	1.0108
0.5055	1.6214	788	0.8915	0.8283	0.8915	0.9442
0.5055	1.6255	790	0.7957	0.8019	0.7957	0.8920
0.5055	1.6296	792	0.7906	0.8019	0.7906	0.8892
0.5055	1.6337	794	0.8722	0.7422	0.8722	0.9339
0.5055	1.6379	796	1.0856	0.7322	1.0856	1.0419
0.5055	1.6420	798	1.2421	0.6616	1.2421	1.1145
0.5055	1.6461	800	1.3311	0.6616	1.3311	1.1537
0.5055	1.6502	802	1.4732	0.5744	1.4732	1.2138
0.5055	1.6543	804	1.5690	0.5744	1.5690	1.2526
0.5055	1.6584	806	1.4537	0.5744	1.4537	1.2057
0.5055	1.6626	808	1.2439	0.6414	1.2439	1.1153
0.5055	1.6667	810	1.0182	0.6945	1.0182	1.0090
0.5055	1.6708	812	0.9414	0.6945	0.9414	0.9703
0.5055	1.6749	814	1.0302	0.7259	1.0302	1.0150
0.5055	1.6790	816	1.2148	0.7153	1.2148	1.1022
0.5055	1.6831	818	1.2627	0.7153	1.2627	1.1237
0.5055	1.6872	820	1.3000	0.6303	1.3000	1.1402
0.5055	1.6914	822	1.1329	0.7239	1.1329	1.0644
0.5055	1.6955	824	0.9053	0.7520	0.9053	0.9515
0.5055	1.6996	826	0.8669	0.7520	0.8669	0.9311
0.5055	1.7037	828	0.9704	0.7520	0.9704	0.9851
0.5055	1.7078	830	1.2161	0.6356	1.2161	1.1028
0.5055	1.7119	832	1.3245	0.6303	1.3245	1.1508
0.5055	1.7160	834	1.3082	0.6414	1.3082	1.1438
0.5055	1.7202	836	1.2298	0.6061	1.2298	1.1090
0.5055	1.7243	838	1.1032	0.6686	1.1032	1.0503
0.5055	1.7284	840	1.0154	0.6623	1.0154	1.0077
0.5055	1.7325	842	1.0506	0.6945	1.0506	1.0250
0.5055	1.7366	844	1.1570	0.6622	1.1570	1.0757
0.5055	1.7407	846	1.2127	0.6622	1.2127	1.1012
0.5055	1.7449	848	1.2894	0.6676	1.2894	1.1355
0.5055	1.7490	850	1.1844	0.7259	1.1844	1.0883
0.5055	1.7531	852	1.1790	0.7259	1.1790	1.0858
0.5055	1.7572	854	1.1048	0.7259	1.1048	1.0511
0.5055	1.7613	856	1.0374	0.7775	1.0374	1.0185
0.5055	1.7654	858	1.0172	0.7872	1.0172	1.0085
0.5055	1.7695	860	1.0503	0.7607	1.0503	1.0249
0.5055	1.7737	862	0.9694	0.7872	0.9694	0.9846
0.5055	1.7778	864	0.8896	0.8094	0.8896	0.9432
0.5055	1.7819	866	0.8266	0.7983	0.8266	0.9092
0.5055	1.7860	868	0.9316	0.8094	0.9316	0.9652
0.5055	1.7901	870	0.9891	0.7058	0.9891	0.9946
0.5055	1.7942	872	0.9242	0.7612	0.9242	0.9613
0.5055	1.7984	874	0.8519	0.8094	0.8519	0.9230
0.5055	1.8025	876	0.9386	0.7520	0.9386	0.9688
0.5055	1.8066	878	1.0725	0.6686	1.0725	1.0356
0.5055	1.8107	880	1.2880	0.5973	1.2880	1.1349
0.5055	1.8148	882	1.3761	0.6303	1.3761	1.1731
0.5055	1.8189	884	1.2855	0.6626	1.2855	1.1338
0.5055	1.8230	886	1.1013	0.6917	1.1013	1.0494
0.5055	1.8272	888	0.9951	0.7437	0.9951	0.9975
0.5055	1.8313	890	1.0870	0.6856	1.0870	1.0426
0.5055	1.8354	892	1.1943	0.7110	1.1943	1.0928
0.5055	1.8395	894	1.3841	0.6626	1.3841	1.1765
0.5055	1.8436	896	1.4126	0.6626	1.4126	1.1885
0.5055	1.8477	898	1.2962	0.6447	1.2962	1.1385
0.5055	1.8519	900	1.2067	0.6945	1.2067	1.0985
0.5055	1.8560	902	1.0446	0.7430	1.0446	1.0221
0.5055	1.8601	904	0.9667	0.7430	0.9667	0.9832
0.5055	1.8642	906	0.9819	0.6987	0.9819	0.9909
0.5055	1.8683	908	1.0635	0.6987	1.0635	1.0313
0.5055	1.8724	910	1.2515	0.7110	1.2515	1.1187
0.5055	1.8765	912	1.3145	0.7110	1.3145	1.1465
0.5055	1.8807	914	1.2531	0.7110	1.2531	1.1194
0.5055	1.8848	916	1.3231	0.7110	1.3231	1.1503
0.5055	1.8889	918	1.2330	0.7047	1.2330	1.1104
0.5055	1.8930	920	1.1827	0.7187	1.1827	1.0875
0.5055	1.8971	922	1.0371	0.6922	1.0371	1.0184
0.5055	1.9012	924	0.9784	0.6922	0.9784	0.9891
0.5055	1.9053	926	1.0750	0.6922	1.0750	1.0368
0.5055	1.9095	928	1.1075	0.6922	1.1075	1.0524
0.5055	1.9136	930	0.9582	0.6922	0.9582	0.9789
0.5055	1.9177	932	0.8021	0.7879	0.8021	0.8956
0.5055	1.9218	934	0.7212	0.7529	0.7212	0.8492
0.5055	1.9259	936	0.7248	0.7529	0.7248	0.8513
0.5055	1.9300	938	0.8139	0.7879	0.8139	0.9022
0.5055	1.9342	940	0.9801	0.6922	0.9801	0.9900
0.5055	1.9383	942	1.0502	0.6922	1.0502	1.0248
0.5055	1.9424	944	0.9810	0.6922	0.9810	0.9904
0.5055	1.9465	946	0.9450	0.7437	0.9450	0.9721
0.5055	1.9506	948	0.9807	0.6922	0.9807	0.9903
0.5055	1.9547	950	0.9216	0.7879	0.9216	0.9600
0.5055	1.9588	952	0.9032	0.7879	0.9032	0.9504
0.5055	1.9630	954	0.8678	0.7879	0.8678	0.9315
0.5055	1.9671	956	0.7912	0.7879	0.7912	0.8895
0.5055	1.9712	958	0.7936	0.7983	0.7936	0.8908
0.5055	1.9753	960	0.8795	0.7983	0.8795	0.9378
0.5055	1.9794	962	1.0433	0.6917	1.0433	1.0214
0.5055	1.9835	964	1.1278	0.7182	1.1278	1.0620
0.5055	1.9877	966	1.1739	0.7255	1.1739	1.0835
0.5055	1.9918	968	1.1308	0.7255	1.1308	1.0634
0.5055	1.9959	970	1.0580	0.7517	1.0580	1.0286
0.5055	2.0	972	0.9100	0.7521	0.9100	0.9539
0.5055	2.0041	974	0.7696	0.7437	0.7696	0.8773
0.5055	2.0082	976	0.7351	0.7437	0.7351	0.8574
0.5055	2.0123	978	0.8456	0.7521	0.8456	0.9196
0.5055	2.0165	980	0.8923	0.7350	0.8923	0.9446
0.5055	2.0206	982	0.9949	0.7429	0.9949	0.9974
0.5055	2.0247	984	1.1966	0.7678	1.1966	1.0939
0.5055	2.0288	986	1.3554	0.6388	1.3554	1.1642
0.5055	2.0329	988	1.3103	0.6085	1.3103	1.1447
0.5055	2.0370	990	1.2217	0.6015	1.2217	1.1053
0.5055	2.0412	992	1.0151	0.7844	1.0151	1.0075
0.5055	2.0453	994	0.9238	0.8142	0.9238	0.9611
0.5055	2.0494	996	0.9674	0.7844	0.9674	0.9836
0.5055	2.0535	998	1.0210	0.7194	1.0210	1.0105
0.1933	2.0576	1000	1.0688	0.7194	1.0688	1.0338
0.1933	2.0617	1002	1.0259	0.7520	1.0259	1.0128
0.1933	2.0658	1004	1.0503	0.7058	1.0503	1.0249
0.1933	2.0700	1006	1.0819	0.7058	1.0819	1.0402
0.1933	2.0741	1008	0.9861	0.6987	0.9861	0.9930
0.1933	2.0782	1010	0.9584	0.6987	0.9584	0.9790
0.1933	2.0823	1012	1.0528	0.6987	1.0528	1.0261
0.1933	2.0864	1014	1.0348	0.6987	1.0348	1.0172
0.1933	2.0905	1016	0.9519	0.7430	0.9519	0.9756
0.1933	2.0947	1018	0.9089	0.7268	0.9089	0.9534
0.1933	2.0988	1020	0.9631	0.7268	0.9631	0.9814
0.1933	2.1029	1022	0.9748	0.6903	0.9748	0.9873
0.1933	2.1070	1024	0.9497	0.6903	0.9497	0.9745
0.1933	2.1111	1026	0.8882	0.7285	0.8882	0.9424
0.1933	2.1152	1028	0.9315	0.6961	0.9315	0.9651
0.1933	2.1193	1030	0.9047	0.6961	0.9047	0.9512
0.1933	2.1235	1032	0.8480	0.7443	0.8480	0.9209
0.1933	2.1276	1034	0.9223	0.7443	0.9223	0.9604
0.1933	2.1317	1036	0.9227	0.7443	0.9227	0.9606
0.1933	2.1358	1038	0.8531	0.73	0.8531	0.9237
0.1933	2.1399	1040	0.9026	0.73	0.9026	0.9500
0.1933	2.1440	1042	0.9443	0.7443	0.9443	0.9718
0.1933	2.1481	1044	1.1093	0.7208	1.1093	1.0532
0.1933	2.1523	1046	1.1508	0.7187	1.1508	1.0728
0.1933	2.1564	1048	1.1043	0.6922	1.1043	1.0508
0.1933	2.1605	1050	1.1717	0.7187	1.1717	1.0824
0.1933	2.1646	1052	1.1253	0.6922	1.1253	1.0608
0.1933	2.1687	1054	0.9702	0.6922	0.9702	0.9850
0.1933	2.1728	1056	0.8575	0.7879	0.8575	0.9260
0.1933	2.1770	1058	0.7608	0.7692	0.7608	0.8722
0.1933	2.1811	1060	0.7627	0.7692	0.7627	0.8733
0.1933	2.1852	1062	0.8493	0.7855	0.8493	0.9216
0.1933	2.1893	1064	0.9877	0.6922	0.9877	0.9938
0.1933	2.1934	1066	1.0986	0.7115	1.0986	1.0482
0.1933	2.1975	1068	1.2616	0.7047	1.2616	1.1232
0.1933	2.2016	1070	1.2524	0.7047	1.2524	1.1191
0.1933	2.2058	1072	1.0858	0.7115	1.0858	1.0420
0.1933	2.2099	1074	0.8799	0.7855	0.8799	0.9381
0.1933	2.2140	1076	0.7539	0.7529	0.7539	0.8683
0.1933	2.2181	1078	0.7372	0.7377	0.7372	0.8586
0.1933	2.2222	1080	0.7716	0.7692	0.7716	0.8784
0.1933	2.2263	1082	0.8924	0.7879	0.8924	0.9447
0.1933	2.2305	1084	1.1302	0.7182	1.1302	1.0631
0.1933	2.2346	1086	1.2938	0.6626	1.2938	1.1375
0.1933	2.2387	1088	1.2516	0.6626	1.2516	1.1188
0.1933	2.2428	1090	1.0936	0.7047	1.0936	1.0458
0.1933	2.2469	1092	0.9783	0.7437	0.9783	0.9891
0.1933	2.2510	1094	0.9068	0.7437	0.9068	0.9523
0.1933	2.2551	1096	0.8373	0.7437	0.8373	0.9150
0.1933	2.2593	1098	0.8604	0.7437	0.8604	0.9276
0.1933	2.2634	1100	0.9624	0.7521	0.9624	0.9810
0.1933	2.2675	1102	0.9489	0.7521	0.9489	0.9741
0.1933	2.2716	1104	0.8718	0.7983	0.8718	0.9337
0.1933	2.2757	1106	0.8258	0.7983	0.8258	0.9087
0.1933	2.2798	1108	0.8837	0.7521	0.8837	0.9401
0.1933	2.2840	1110	0.9455	0.7521	0.9455	0.9724
0.1933	2.2881	1112	1.0782	0.7259	1.0782	1.0383
0.1933	2.2922	1114	1.1462	0.7182	1.1462	1.0706
0.1933	2.2963	1116	1.0728	0.7259	1.0728	1.0358
0.1933	2.3004	1118	0.9619	0.6987	0.9619	0.9807
0.1933	2.3045	1120	0.9151	0.7430	0.9151	0.9566
0.1933	2.3086	1122	0.9431	0.7430	0.9431	0.9712
0.1933	2.3128	1124	1.0688	0.6987	1.0688	1.0338
0.1933	2.3169	1126	1.2318	0.7110	1.2318	1.1099
0.1933	2.3210	1128	1.4048	0.7110	1.4048	1.1852
0.1933	2.3251	1130	1.4439	0.7110	1.4439	1.2016
0.1933	2.3292	1132	1.3130	0.7110	1.3130	1.1459
0.1933	2.3333	1134	1.1590	0.6987	1.1590	1.0766
0.1933	2.3374	1136	1.0376	0.6799	1.0376	1.0186
0.1933	2.3416	1138	0.9918	0.6799	0.9918	0.9959
0.1933	2.3457	1140	1.0016	0.6799	1.0016	1.0008
0.1933	2.3498	1142	1.1289	0.7110	1.1289	1.0625
0.1933	2.3539	1144	1.1724	0.7081	1.1724	1.0828
0.1933	2.3580	1146	1.2362	0.7081	1.2362	1.1119
0.1933	2.3621	1148	1.1595	0.7081	1.1595	1.0768
0.1933	2.3663	1150	0.9664	0.7239	0.9664	0.9830
0.1933	2.3704	1152	0.8418	0.7520	0.8418	0.9175
0.1933	2.3745	1154	0.8572	0.7520	0.8572	0.9258
0.1933	2.3786	1156	0.9792	0.7239	0.9792	0.9895
0.1933	2.3827	1158	1.0657	0.7322	1.0657	1.0323
0.1933	2.3868	1160	1.1317	0.7234	1.1317	1.0638
0.1933	2.3909	1162	1.0924	0.7239	1.0924	1.0452
0.1933	2.3951	1164	0.9412	0.6987	0.9412	0.9702
0.1933	2.3992	1166	0.8589	0.7437	0.8589	0.9268
0.1933	2.4033	1168	0.8404	0.7685	0.8404	0.9168
0.1933	2.4074	1170	0.8868	0.7601	0.8868	0.9417
0.1933	2.4115	1172	0.9771	0.7597	0.9771	0.9885
0.1933	2.4156	1174	1.0323	0.7681	1.0323	1.0160
0.1933	2.4198	1176	1.0393	0.7681	1.0393	1.0194
0.1933	2.4239	1178	1.0486	0.7681	1.0486	1.0240
0.1933	2.4280	1180	0.9633	0.7775	0.9633	0.9815
0.1933	2.4321	1182	0.8396	0.7521	0.8396	0.9163
0.1933	2.4362	1184	0.8447	0.7521	0.8447	0.9191
0.1933	2.4403	1186	0.9599	0.7775	0.9599	0.9797
0.1933	2.4444	1188	1.1447	0.7157	1.1447	1.0699
0.1933	2.4486	1190	1.1368	0.7239	1.1368	1.0662
0.1933	2.4527	1192	1.1277	0.7239	1.1277	1.0620
0.1933	2.4568	1194	1.1682	0.7239	1.1682	1.0808
0.1933	2.4609	1196	1.0519	0.6945	1.0519	1.0256
0.1933	2.4650	1198	0.9782	0.6945	0.9782	0.9890
0.1933	2.4691	1200	0.9684	0.6987	0.9684	0.9841
0.1933	2.4733	1202	0.9318	0.7521	0.9318	0.9653
0.1933	2.4774	1204	0.8789	0.7437	0.8789	0.9375
0.1933	2.4815	1206	0.8573	0.7437	0.8573	0.9259
0.1933	2.4856	1208	0.7840	0.7128	0.7840	0.8854
0.1933	2.4897	1210	0.8629	0.7437	0.8629	0.9289
0.1933	2.4938	1212	1.0716	0.7182	1.0716	1.0352
0.1933	2.4979	1214	1.1647	0.7110	1.1647	1.0792
0.1933	2.5021	1216	1.0802	0.7182	1.0802	1.0393
0.1933	2.5062	1218	1.0152	0.7259	1.0152	1.0076
0.1933	2.5103	1220	0.8819	0.7521	0.8819	0.9391
0.1933	2.5144	1222	0.8611	0.7983	0.8611	0.9279
0.1933	2.5185	1224	0.9209	0.7430	0.9209	0.9596
0.1933	2.5226	1226	0.9709	0.7430	0.9709	0.9854
0.1933	2.5267	1228	0.9960	0.6987	0.9960	0.9980
0.1933	2.5309	1230	0.9758	0.6987	0.9758	0.9878
0.1933	2.5350	1232	0.9998	0.7521	0.9998	0.9999
0.1933	2.5391	1234	1.1041	0.7259	1.1041	1.0508
0.1933	2.5432	1236	1.2188	0.7110	1.2188	1.1040
0.1933	2.5473	1238	1.2713	0.6626	1.2713	1.1275
0.1933	2.5514	1240	1.2510	0.6682	1.2510	1.1185
0.1933	2.5556	1242	1.1378	0.6987	1.1378	1.0667
0.1933	2.5597	1244	0.9922	0.7430	0.9922	0.9961
0.1933	2.5638	1246	0.9888	0.7430	0.9888	0.9944
0.1933	2.5679	1248	1.0369	0.7422	1.0369	1.0183
0.1933	2.5720	1250	1.1117	0.6369	1.1117	1.0544
0.1933	2.5761	1252	1.1086	0.6369	1.1086	1.0529
0.1933	2.5802	1254	1.0642	0.6987	1.0642	1.0316
0.1933	2.5844	1256	1.0288	0.6987	1.0288	1.0143
0.1933	2.5885	1258	0.9200	0.7521	0.9200	0.9592
0.1933	2.5926	1260	0.8066	0.7437	0.8066	0.8981
0.1933	2.5967	1262	0.8211	0.7358	0.8211	0.9062
0.1933	2.6008	1264	0.9412	0.7590	0.9412	0.9702
0.1933	2.6049	1266	1.0567	0.7586	1.0567	1.0280
0.1933	2.6091	1268	1.0673	0.7586	1.0673	1.0331
0.1933	2.6132	1270	1.0761	0.7586	1.0761	1.0374
0.1933	2.6173	1272	0.9573	0.7681	0.9573	0.9784
0.1933	2.6214	1274	0.8457	0.7521	0.8457	0.9196
0.1933	2.6255	1276	0.7677	0.7879	0.7677	0.8762
0.1933	2.6296	1278	0.7757	0.7879	0.7757	0.8807
0.1933	2.6337	1280	0.7992	0.7879	0.7992	0.8940
0.1933	2.6379	1282	0.9107	0.7983	0.9107	0.9543
0.1933	2.6420	1284	0.9930	0.7433	0.9930	0.9965
0.1933	2.6461	1286	1.0327	0.7182	1.0327	1.0162
0.1933	2.6502	1288	1.0498	0.7182	1.0498	1.0246
0.1933	2.6543	1290	0.9739	0.7597	0.9739	0.9869
0.1933	2.6584	1292	0.9183	0.7437	0.9183	0.9583
0.1933	2.6626	1294	0.9587	0.7354	0.9587	0.9791
0.1933	2.6667	1296	0.9508	0.7437	0.9508	0.9751
0.1933	2.6708	1298	0.8489	0.7879	0.8489	0.9213
0.1933	2.6749	1300	0.7493	0.7879	0.7493	0.8656
0.1933	2.6790	1302	0.7248	0.7879	0.7248	0.8513
0.1933	2.6831	1304	0.7730	0.7879	0.7730	0.8792
0.1933	2.6872	1306	0.8804	0.7354	0.8804	0.9383
0.1933	2.6914	1308	0.8983	0.7354	0.8983	0.9478
0.1933	2.6955	1310	0.8652	0.7354	0.8652	0.9301
0.1933	2.6996	1312	0.7914	0.7437	0.7914	0.8896
0.1933	2.7037	1314	0.6855	0.7358	0.6855	0.8280
0.1933	2.7078	1316	0.6695	0.7358	0.6695	0.8182
0.1933	2.7119	1318	0.7114	0.7437	0.7114	0.8434
0.1933	2.7160	1320	0.8495	0.7437	0.8495	0.9217
0.1933	2.7202	1322	1.0017	0.7668	1.0017	1.0008
0.1933	2.7243	1324	1.1736	0.7586	1.1736	1.0833
0.1933	2.7284	1326	1.2078	0.7586	1.2078	1.0990
0.1933	2.7325	1328	1.2103	0.7182	1.2103	1.1001
0.1933	2.7366	1330	1.0962	0.7521	1.0962	1.0470
0.1933	2.7407	1332	0.9246	0.7521	0.9246	0.9615
0.1933	2.7449	1334	0.7378	0.7521	0.7378	0.8590
0.1933	2.7490	1336	0.6333	0.7529	0.6333	0.7958
0.1933	2.7531	1338	0.5957	0.7445	0.5957	0.7718
0.1933	2.7572	1340	0.6273	0.7782	0.6273	0.7920
0.1933	2.7613	1342	0.7585	0.7521	0.7585	0.8709
0.1933	2.7654	1344	0.9782	0.7775	0.9782	0.9890
0.1933	2.7695	1346	1.1016	0.7594	1.1016	1.0495
0.1933	2.7737	1348	1.0909	0.7681	1.0909	1.0445
0.1933	2.7778	1350	1.0346	0.7692	1.0346	1.0172
0.1933	2.7819	1352	0.9636	0.7520	0.9636	0.9817
0.1933	2.7860	1354	0.8687	0.7520	0.8687	0.9320
0.1933	2.7901	1356	0.8380	0.7521	0.8380	0.9154
0.1933	2.7942	1358	0.8155	0.7983	0.8155	0.9031
0.1933	2.7984	1360	0.7841	0.7983	0.7841	0.8855
0.1933	2.8025	1362	0.8070	0.7521	0.8070	0.8983
0.1933	2.8066	1364	0.8838	0.7521	0.8838	0.9401
0.1933	2.8107	1366	0.9450	0.7433	0.9450	0.9721
0.1933	2.8148	1368	0.9267	0.7521	0.9267	0.9626
0.1933	2.8189	1370	0.8953	0.7437	0.8953	0.9462
0.1933	2.8230	1372	0.9508	0.7597	0.9508	0.9751
0.1933	2.8272	1374	1.0361	0.7182	1.0361	1.0179
0.1933	2.8313	1376	0.9972	0.6987	0.9972	0.9986
0.1933	2.8354	1378	0.8732	0.7879	0.8732	0.9345
0.1933	2.8395	1380	0.7905	0.7879	0.7905	0.8891
0.1933	2.8436	1382	0.7847	0.7879	0.7847	0.8859
0.1933	2.8477	1384	0.8052	0.7879	0.8052	0.8973
0.1933	2.8519	1386	0.8451	0.7437	0.8451	0.9193
0.1933	2.8560	1388	0.9382	0.7681	0.9382	0.9686
0.1933	2.8601	1390	0.9839	0.7681	0.9839	0.9919
0.1933	2.8642	1392	0.9122	0.7521	0.9122	0.9551
0.1933	2.8683	1394	0.8408	0.7437	0.8408	0.9170
0.1933	2.8724	1396	0.7403	0.7437	0.7403	0.8604
0.1933	2.8765	1398	0.6967	0.7358	0.6967	0.8347
0.1933	2.8807	1400	0.7109	0.7437	0.7109	0.8432
0.1933	2.8848	1402	0.7257	0.7437	0.7257	0.8519
0.1933	2.8889	1404	0.7635	0.7437	0.7635	0.8738
0.1933	2.8930	1406	0.7625	0.7437	0.7625	0.8732
0.1933	2.8971	1408	0.7608	0.7437	0.7608	0.8722
0.1933	2.9012	1410	0.7586	0.7437	0.7586	0.8710
0.1933	2.9053	1412	0.8132	0.7775	0.8132	0.9018
0.1933	2.9095	1414	0.8455	0.7775	0.8455	0.9195
0.1933	2.9136	1416	0.7779	0.7685	0.7779	0.8820
0.1933	2.9177	1418	0.7441	0.7437	0.7441	0.8626
0.1933	2.9218	1420	0.7792	0.7437	0.7792	0.8827
0.1933	2.9259	1422	0.8307	0.7685	0.8307	0.9115
0.1933	2.9300	1424	0.9383	0.7775	0.9383	0.9687
0.1933	2.9342	1426	1.0008	0.7775	1.0008	1.0004
0.1933	2.9383	1428	0.9531	0.7775	0.9531	0.9763
0.1933	2.9424	1430	0.9120	0.7521	0.9120	0.9550
0.1933	2.9465	1432	0.8879	0.7521	0.8879	0.9423
0.1933	2.9506	1434	0.8712	0.7437	0.8712	0.9334
0.1933	2.9547	1436	0.8671	0.7437	0.8671	0.9312
0.1933	2.9588	1438	0.9535	0.7437	0.9535	0.9765
0.1933	2.9630	1440	0.9705	0.7437	0.9705	0.9852
0.1933	2.9671	1442	0.8953	0.7437	0.8953	0.9462
0.1933	2.9712	1444	0.7984	0.7437	0.7984	0.8935
0.1933	2.9753	1446	0.7603	0.7437	0.7603	0.8719
0.1933	2.9794	1448	0.8131	0.7430	0.8131	0.9017
0.1933	2.9835	1450	0.9368	0.7430	0.9368	0.9679
0.1933	2.9877	1452	1.0245	0.6877	1.0245	1.0122
0.1933	2.9918	1454	1.0221	0.6877	1.0221	1.0110
0.1933	2.9959	1456	0.9595	0.7430	0.9595	0.9795
0.1933	3.0	1458	0.9151	0.7430	0.9151	0.9566
0.1933	3.0041	1460	0.8957	0.7430	0.8957	0.9464
0.1933	3.0082	1462	0.8936	0.7430	0.8936	0.9453
0.1933	3.0123	1464	0.8979	0.7430	0.8979	0.9476
0.1933	3.0165	1466	0.8952	0.7430	0.8952	0.9461
0.1933	3.0206	1468	0.9092	0.7430	0.9092	0.9535
0.1933	3.0247	1470	1.0356	0.7520	1.0356	1.0176
0.1933	3.0288	1472	1.0879	0.7793	1.0879	1.0430
0.1933	3.0329	1474	1.0477	0.7520	1.0477	1.0236
0.1933	3.0370	1476	1.0038	0.7520	1.0038	1.0019
0.1933	3.0412	1478	1.0907	0.7020	1.0907	1.0444
0.1933	3.0453	1480	1.1295	0.7020	1.1295	1.0628
0.1933	3.0494	1482	1.1153	0.7020	1.1153	1.0561
0.1933	3.0535	1484	1.0534	0.7520	1.0534	1.0263
0.1933	3.0576	1486	0.9950	0.7520	0.9950	0.9975
0.1933	3.0617	1488	0.9365	0.7520	0.9365	0.9677
0.1933	3.0658	1490	0.8424	0.7520	0.8424	0.9178
0.1933	3.0700	1492	0.8607	0.7520	0.8607	0.9277
0.1933	3.0741	1494	0.9100	0.7520	0.9100	0.9539
0.1933	3.0782	1496	0.8906	0.7520	0.8906	0.9437
0.1933	3.0823	1498	0.8325	0.7520	0.8325	0.9124
0.1443	3.0864	1500	0.7931	0.7520	0.7931	0.8906
0.1443	3.0905	1502	0.8125	0.7520	0.8125	0.9014
0.1443	3.0947	1504	0.8577	0.7520	0.8577	0.9261
0.1443	3.0988	1506	0.8377	0.7520	0.8377	0.9153
0.1443	3.1029	1508	0.7856	0.7520	0.7856	0.8863
0.1443	3.1070	1510	0.7849	0.7520	0.7849	0.8860
0.1443	3.1111	1512	0.8516	0.7520	0.8516	0.9228
0.1443	3.1152	1514	0.9873	0.7520	0.9873	0.9936
0.1443	3.1193	1516	1.2069	0.6369	1.2069	1.0986
0.1443	3.1235	1518	1.3184	0.7047	1.3184	1.1482
0.1443	3.1276	1520	1.2639	0.7047	1.2639	1.1242
0.1443	3.1317	1522	1.0931	0.7520	1.0931	1.0455
0.1443	3.1358	1524	0.8863	0.7520	0.8863	0.9415
0.1443	3.1399	1526	0.7454	0.7430	0.7454	0.8634
0.1443	3.1440	1528	0.7043	0.7249	0.7043	0.8393
0.1443	3.1481	1530	0.7016	0.7249	0.7016	0.8376
0.1443	3.1523	1532	0.7885	0.7430	0.7885	0.8880
0.1443	3.1564	1534	1.0117	0.7520	1.0117	1.0058
0.1443	3.1605	1536	1.2862	0.7157	1.2862	1.1341
0.1443	3.1646	1538	1.3727	0.6622	1.3727	1.1716
0.1443	3.1687	1540	1.2840	0.7157	1.2840	1.1331
0.1443	3.1728	1542	1.1012	0.7520	1.1012	1.0494
0.1443	3.1770	1544	0.9564	0.8019	0.9564	0.9780
0.1443	3.1811	1546	0.8505	0.7906	0.8505	0.9222
0.1443	3.1852	1548	0.8394	0.7906	0.8394	0.9162
0.1443	3.1893	1550	0.8287	0.7906	0.8287	0.9103
0.1443	3.1934	1552	0.8922	0.8019	0.8922	0.9445
0.1443	3.1975	1554	0.9698	0.7520	0.9698	0.9848
0.1443	3.2016	1556	1.0026	0.7520	1.0026	1.0013
0.1443	3.2058	1558	0.9313	0.7520	0.9313	0.9650
0.1443	3.2099	1560	0.8253	0.7430	0.8253	0.9085
0.1443	3.2140	1562	0.7479	0.7430	0.7479	0.8648
0.1443	3.2181	1564	0.7682	0.7430	0.7682	0.8765
0.1443	3.2222	1566	0.8884	0.7520	0.8884	0.9425
0.1443	3.2263	1568	1.1173	0.7692	1.1173	1.0570
0.1443	3.2305	1570	1.2501	0.7157	1.2501	1.1181
0.1443	3.2346	1572	1.2067	0.7157	1.2067	1.0985
0.1443	3.2387	1574	1.0484	0.7520	1.0484	1.0239
0.1443	3.2428	1576	0.8804	0.7520	0.8804	0.9383
0.1443	3.2469	1578	0.8069	0.8019	0.8069	0.8983
0.1443	3.2510	1580	0.7734	0.8019	0.7734	0.8795
0.1443	3.2551	1582	0.8229	0.8019	0.8229	0.9072
0.1443	3.2593	1584	0.9113	0.7520	0.9113	0.9546
0.1443	3.2634	1586	0.9180	0.7520	0.9180	0.9581
0.1443	3.2675	1588	0.9396	0.7520	0.9396	0.9693
0.1443	3.2716	1590	0.9266	0.7520	0.9266	0.9626
0.1443	3.2757	1592	0.8656	0.8019	0.8656	0.9304
0.1443	3.2798	1594	0.7456	0.8019	0.7456	0.8635
0.1443	3.2840	1596	0.6382	0.7620	0.6382	0.7989
0.1443	3.2881	1598	0.5947	0.7529	0.5947	0.7712
0.1443	3.2922	1600	0.6136	0.7529	0.6136	0.7833
0.1443	3.2963	1602	0.6787	0.7704	0.6787	0.8238
0.1443	3.3004	1604	0.8189	0.8019	0.8189	0.9049
0.1443	3.3045	1606	0.9923	0.7520	0.9923	0.9961
0.1443	3.3086	1608	1.1515	0.7157	1.1515	1.0731
0.1443	3.3128	1610	1.2273	0.6622	1.2273	1.1079
0.1443	3.3169	1612	1.1833	0.7157	1.1833	1.0878
0.1443	3.3210	1614	1.0273	0.6945	1.0273	1.0136
0.1443	3.3251	1616	0.8317	0.8019	0.8317	0.9120
0.1443	3.3292	1618	0.7344	0.8019	0.7344	0.8570
0.1443	3.3333	1620	0.7038	0.8019	0.7038	0.8389
0.1443	3.3374	1622	0.7447	0.8019	0.7447	0.8630
0.1443	3.3416	1624	0.8553	0.8019	0.8553	0.9248
0.1443	3.3457	1626	0.9283	0.7520	0.9283	0.9635
0.1443	3.3498	1628	0.9246	0.7520	0.9246	0.9616
0.1443	3.3539	1630	0.9210	0.7520	0.9210	0.9597
0.1443	3.3580	1632	0.8263	0.7520	0.8263	0.9090
0.1443	3.3621	1634	0.7434	0.8019	0.7434	0.8622
0.1443	3.3663	1636	0.7480	0.8019	0.7480	0.8648
0.1443	3.3704	1638	0.7767	0.8019	0.7767	0.8813
0.1443	3.3745	1640	0.8426	0.7520	0.8426	0.9179
0.1443	3.3786	1642	0.9401	0.7520	0.9401	0.9696
0.1443	3.3827	1644	0.9630	0.7520	0.9630	0.9813
0.1443	3.3868	1646	0.9594	0.7520	0.9594	0.9795
0.1443	3.3909	1648	0.8707	0.7520	0.8707	0.9331
0.1443	3.3951	1650	0.7584	0.8019	0.7584	0.8709
0.1443	3.3992	1652	0.7138	0.7823	0.7138	0.8448
0.1443	3.4033	1654	0.7386	0.8019	0.7386	0.8594
0.1443	3.4074	1656	0.8174	0.8019	0.8174	0.9041
0.1443	3.4115	1658	0.8531	0.7520	0.8531	0.9237
0.1443	3.4156	1660	0.9218	0.7520	0.9218	0.9601
0.1443	3.4198	1662	0.9190	0.7520	0.9190	0.9586
0.1443	3.4239	1664	0.8429	0.7521	0.8429	0.9181
0.1443	3.4280	1666	0.7703	0.7437	0.7703	0.8777
0.1443	3.4321	1668	0.7368	0.7879	0.7368	0.8584
0.1443	3.4362	1670	0.7845	0.7521	0.7845	0.8857
0.1443	3.4403	1672	0.8304	0.7520	0.8304	0.9113
0.1443	3.4444	1674	0.7871	0.8019	0.7871	0.8872
0.1443	3.4486	1676	0.7170	0.7823	0.7170	0.8468
0.1443	3.4527	1678	0.7089	0.7823	0.7089	0.8419
0.1443	3.4568	1680	0.7412	0.7823	0.7412	0.8609
0.1443	3.4609	1682	0.8488	0.8019	0.8488	0.9213
0.1443	3.4650	1684	0.9194	0.7520	0.9194	0.9589
0.1443	3.4691	1686	0.9561	0.7793	0.9561	0.9778
0.1443	3.4733	1688	0.9042	0.7793	0.9042	0.9509
0.1443	3.4774	1690	0.8089	0.7520	0.8089	0.8994
0.1443	3.4815	1692	0.8143	0.7520	0.8143	0.9024
0.1443	3.4856	1694	0.8960	0.7793	0.8960	0.9466
0.1443	3.4897	1696	0.8977	0.8019	0.8977	0.9475
0.1443	3.4938	1698	0.8647	0.8019	0.8647	0.9299
0.1443	3.4979	1700	0.8707	0.8019	0.8707	0.9331
0.1443	3.5021	1702	0.8331	0.8019	0.8331	0.9127
0.1443	3.5062	1704	0.7977	0.7332	0.7977	0.8931
0.1443	3.5103	1706	0.7644	0.7249	0.7644	0.8743
0.1443	3.5144	1708	0.7507	0.7332	0.7507	0.8664
0.1443	3.5185	1710	0.7691	0.7332	0.7691	0.8770
0.1443	3.5226	1712	0.7608	0.7332	0.7608	0.8722
0.1443	3.5267	1714	0.7688	0.7249	0.7688	0.8768
0.1443	3.5309	1716	0.7710	0.7521	0.7710	0.8781
0.1443	3.5350	1718	0.8216	0.7521	0.8216	0.9064
0.1443	3.5391	1720	0.8554	0.7696	0.8554	0.9249
0.1443	3.5432	1722	0.8256	0.7696	0.8256	0.9086
0.1443	3.5473	1724	0.7730	0.7521	0.7730	0.8792
0.1443	3.5514	1726	0.7321	0.7172	0.7321	0.8556
0.1443	3.5556	1728	0.7595	0.7249	0.7595	0.8715
0.1443	3.5597	1730	0.7296	0.7249	0.7296	0.8542
0.1443	3.5638	1732	0.7270	0.7249	0.7270	0.8526
0.1443	3.5679	1734	0.7751	0.7332	0.7751	0.8804
0.1443	3.5720	1736	0.8972	0.7793	0.8972	0.9472
0.1443	3.5761	1738	0.9490	0.7793	0.9490	0.9742
0.1443	3.5802	1740	0.9171	0.7520	0.9171	0.9577
0.1443	3.5844	1742	0.8411	0.7520	0.8411	0.9171
0.1443	3.5885	1744	0.7649	0.7332	0.7649	0.8746
0.1443	3.5926	1746	0.7647	0.7823	0.7647	0.8745
0.1443	3.5967	1748	0.8053	0.7332	0.8053	0.8974
0.1443	3.6008	1750	0.8663	0.7520	0.8663	0.9307
0.1443	3.6049	1752	0.9142	0.7520	0.9142	0.9562
0.1443	3.6091	1754	0.9049	0.7520	0.9049	0.9513
0.1443	3.6132	1756	0.8607	0.8019	0.8607	0.9277
0.1443	3.6173	1758	0.7576	0.7823	0.7576	0.8704
0.1443	3.6214	1760	0.7153	0.7823	0.7153	0.8457
0.1443	3.6255	1762	0.7412	0.7823	0.7412	0.8609
0.1443	3.6296	1764	0.8099	0.7823	0.8099	0.9000
0.1443	3.6337	1766	0.8586	0.7823	0.8586	0.9266
0.1443	3.6379	1768	0.8347	0.7823	0.8347	0.9136
0.1443	3.6420	1770	0.8309	0.7823	0.8309	0.9115
0.1443	3.6461	1772	0.7997	0.7823	0.7997	0.8942
0.1443	3.6502	1774	0.7736	0.7823	0.7736	0.8795
0.1443	3.6543	1776	0.8038	0.7520	0.8038	0.8965
0.1443	3.6584	1778	0.8299	0.7520	0.8299	0.9110
0.1443	3.6626	1780	0.8436	0.7520	0.8436	0.9185
0.1443	3.6667	1782	0.8605	0.7520	0.8605	0.9276
0.1443	3.6708	1784	0.8989	0.7520	0.8989	0.9481
0.1443	3.6749	1786	0.9393	0.7520	0.9393	0.9692
0.1443	3.6790	1788	0.8818	0.8019	0.8818	0.9391
0.1443	3.6831	1790	0.8212	0.8019	0.8212	0.9062
0.1443	3.6872	1792	0.8150	0.8019	0.8150	0.9028
0.1443	3.6914	1794	0.7838	0.8019	0.7838	0.8853
0.1443	3.6955	1796	0.8304	0.8019	0.8304	0.9113
0.1443	3.6996	1798	0.9031	0.8019	0.9031	0.9503
0.1443	3.7037	1800	0.8865	0.8019	0.8865	0.9416
0.1443	3.7078	1802	0.8031	0.8019	0.8031	0.8961
0.1443	3.7119	1804	0.7475	0.8019	0.7475	0.8646
0.1443	3.7160	1806	0.7544	0.8019	0.7544	0.8685
0.1443	3.7202	1808	0.7933	0.7520	0.7933	0.8907
0.1443	3.7243	1810	0.8431	0.7520	0.8431	0.9182
0.1443	3.7284	1812	0.8282	0.7520	0.8282	0.9101
0.1443	3.7325	1814	0.7531	0.7520	0.7531	0.8678
0.1443	3.7366	1816	0.7384	0.7520	0.7384	0.8593
0.1443	3.7407	1818	0.7265	0.7430	0.7265	0.8523
0.1443	3.7449	1820	0.7550	0.7520	0.7550	0.8689
0.1443	3.7490	1822	0.7857	0.7520	0.7857	0.8864
0.1443	3.7531	1824	0.8250	0.8019	0.8250	0.9083
0.1443	3.7572	1826	0.8225	0.8019	0.8225	0.9069
0.1443	3.7613	1828	0.8223	0.8019	0.8223	0.9068
0.1443	3.7654	1830	0.8120	0.7520	0.8120	0.9011
0.1443	3.7695	1832	0.8151	0.7520	0.8151	0.9029
0.1443	3.7737	1834	0.7639	0.7430	0.7639	0.8740
0.1443	3.7778	1836	0.7546	0.7430	0.7546	0.8687
0.1443	3.7819	1838	0.8414	0.7520	0.8414	0.9173
0.1443	3.7860	1840	0.9219	0.7520	0.9219	0.9601
0.1443	3.7901	1842	0.9050	0.7520	0.9050	0.9513
0.1443	3.7942	1844	0.8188	0.7520	0.8188	0.9049
0.1443	3.7984	1846	0.7844	0.7332	0.7844	0.8857
0.1443	3.8025	1848	0.8411	0.7520	0.8411	0.9171
0.1443	3.8066	1850	0.8998	0.7520	0.8998	0.9486
0.1443	3.8107	1852	0.9200	0.7520	0.9200	0.9592
0.1443	3.8148	1854	0.9453	0.7520	0.9453	0.9722
0.1443	3.8189	1856	0.9364	0.7520	0.9364	0.9677
0.1443	3.8230	1858	0.9421	0.7520	0.9421	0.9706
0.1443	3.8272	1860	0.8847	0.7520	0.8847	0.9406
0.1443	3.8313	1862	0.9219	0.7520	0.9219	0.9601
0.1443	3.8354	1864	1.0643	0.7692	1.0643	1.0316
0.1443	3.8395	1866	1.1422	0.7692	1.1422	1.0687
0.1443	3.8436	1868	1.0979	0.7692	1.0979	1.0478
0.1443	3.8477	1870	0.9749	0.7520	0.9749	0.9874
0.1443	3.8519	1872	0.8326	0.7520	0.8326	0.9125
0.1443	3.8560	1874	0.7229	0.7332	0.7229	0.8502
0.1443	3.8601	1876	0.7189	0.7332	0.7189	0.8479
0.1443	3.8642	1878	0.7284	0.7332	0.7284	0.8535
0.1443	3.8683	1880	0.7419	0.7520	0.7419	0.8614
0.1443	3.8724	1882	0.8128	0.7520	0.8128	0.9016
0.1443	3.8765	1884	0.8901	0.7520	0.8901	0.9434
0.1443	3.8807	1886	0.9014	0.7520	0.9014	0.9494
0.1443	3.8848	1888	0.8437	0.7520	0.8437	0.9185
0.1443	3.8889	1890	0.7707	0.8019	0.7707	0.8779
0.1443	3.8930	1892	0.7805	0.8019	0.7805	0.8834
0.1443	3.8971	1894	0.8277	0.7520	0.8277	0.9098
0.1443	3.9012	1896	0.8395	0.7520	0.8395	0.9162
0.1443	3.9053	1898	0.9015	0.7520	0.9015	0.9495
0.1443	3.9095	1900	0.9251	0.7520	0.9251	0.9618
0.1443	3.9136	1902	0.8986	0.7520	0.8986	0.9479
0.1443	3.9177	1904	0.8873	0.7520	0.8873	0.9420
0.1443	3.9218	1906	0.8280	0.7520	0.8280	0.9099
0.1443	3.9259	1908	0.8452	0.7520	0.8452	0.9193
0.1443	3.9300	1910	0.8985	0.7520	0.8985	0.9479
0.1443	3.9342	1912	0.8650	0.7520	0.8650	0.9300
0.1443	3.9383	1914	0.8178	0.7520	0.8178	0.9043
0.1443	3.9424	1916	0.8126	0.7520	0.8126	0.9015
0.1443	3.9465	1918	0.8196	0.7520	0.8196	0.9053
0.1443	3.9506	1920	0.7877	0.7520	0.7877	0.8875
0.1443	3.9547	1922	0.8250	0.7520	0.8250	0.9083
0.1443	3.9588	1924	0.8310	0.7520	0.8310	0.9116
0.1443	3.9630	1926	0.8730	0.7520	0.8730	0.9344
0.1443	3.9671	1928	0.9166	0.7520	0.9166	0.9574
0.1443	3.9712	1930	0.9364	0.7520	0.9364	0.9677
0.1443	3.9753	1932	0.9092	0.7520	0.9092	0.9535
0.1443	3.9794	1934	0.9005	0.7520	0.9005	0.9490
0.1443	3.9835	1936	0.8847	0.7520	0.8847	0.9406
0.1443	3.9877	1938	0.9435	0.7221	0.9435	0.9713
0.1443	3.9918	1940	1.0224	0.7221	1.0224	1.0112
0.1443	3.9959	1942	1.1062	0.7310	1.1062	1.0518
0.1443	4.0	1944	1.1128	0.7310	1.1128	1.0549
0.1443	4.0041	1946	1.1818	0.7310	1.1818	1.0871
0.1443	4.0082	1948	1.1736	0.7310	1.1736	1.0833
0.1443	4.0123	1950	1.0678	0.7310	1.0678	1.0334
0.1443	4.0165	1952	1.0052	0.7221	1.0052	1.0026
0.1443	4.0206	1954	1.0220	0.7221	1.0220	1.0110
0.1443	4.0247	1956	1.1314	0.7310	1.1314	1.0637
0.1443	4.0288	1958	1.2190	0.6686	1.2190	1.1041
0.1443	4.0329	1960	1.2902	0.6414	1.2902	1.1359
0.1443	4.0370	1962	1.2183	0.6686	1.2183	1.1038
0.1443	4.0412	1964	1.0665	0.7310	1.0665	1.0327
0.1443	4.0453	1966	0.9544	0.7729	0.9544	0.9769
0.1443	4.0494	1968	0.8751	0.8019	0.8751	0.9355
0.1443	4.0535	1970	0.8187	0.8019	0.8187	0.9048
0.1443	4.0576	1972	0.8145	0.8019	0.8145	0.9025
0.1443	4.0617	1974	0.8926	0.7520	0.8926	0.9448
0.1443	4.0658	1976	1.0393	0.7520	1.0393	1.0194
0.1443	4.0700	1978	1.0972	0.7692	1.0972	1.0475
0.1443	4.0741	1980	1.0479	0.7426	1.0479	1.0236
0.1443	4.0782	1982	0.9450	0.8019	0.9450	0.9721
0.1443	4.0823	1984	0.8483	0.8019	0.8483	0.9210
0.1443	4.0864	1986	0.8297	0.8019	0.8297	0.9109
0.1443	4.0905	1988	0.8664	0.8019	0.8664	0.9308
0.1443	4.0947	1990	0.8834	0.8019	0.8834	0.9399
0.1443	4.0988	1992	0.8438	0.8019	0.8438	0.9186
0.1443	4.1029	1994	0.7654	0.8019	0.7654	0.8749
0.1443	4.1070	1996	0.7148	0.7823	0.7148	0.8455
0.1443	4.1111	1998	0.7051	0.7823	0.7051	0.8397
0.1045	4.1152	2000	0.7460	0.7823	0.7460	0.8637
0.1045	4.1193	2002	0.8542	0.7520	0.8542	0.9242
0.1045	4.1235	2004	1.0132	0.7692	1.0132	1.0066
0.1045	4.1276	2006	1.0709	0.7516	1.0709	1.0348
0.1045	4.1317	2008	1.0782	0.7221	1.0782	1.0383
0.1045	4.1358	2010	1.0208	0.7729	1.0208	1.0103
0.1045	4.1399	2012	0.9040	0.8019	0.9040	0.9508
0.1045	4.1440	2014	0.8034	0.8019	0.8034	0.8963
0.1045	4.1481	2016	0.7820	0.8019	0.7820	0.8843
0.1045	4.1523	2018	0.8230	0.8019	0.8230	0.9072
0.1045	4.1564	2020	0.8519	0.8019	0.8519	0.9230
0.1045	4.1605	2022	0.8960	0.8019	0.8960	0.9466
0.1045	4.1646	2024	0.9211	0.8019	0.9211	0.9597
0.1045	4.1687	2026	0.8981	0.8019	0.8981	0.9477
0.1045	4.1728	2028	0.8918	0.8019	0.8918	0.9444
0.1045	4.1770	2030	0.9170	0.7221	0.9170	0.9576
0.1045	4.1811	2032	0.9645	0.7221	0.9645	0.9821
0.1045	4.1852	2034	0.9635	0.7221	0.9635	0.9816
0.1045	4.1893	2036	0.9898	0.7134	0.9898	0.9949
0.1045	4.1934	2038	0.9521	0.7729	0.9521	0.9758
0.1045	4.1975	2040	0.9092	0.7729	0.9092	0.9535
0.1045	4.2016	2042	0.8704	0.7729	0.8704	0.9330
0.1045	4.2058	2044	0.8400	0.7729	0.8400	0.9165
0.1045	4.2099	2046	0.7939	0.8019	0.7939	0.8910
0.1045	4.2140	2048	0.7737	0.7823	0.7737	0.8796
0.1045	4.2181	2050	0.7955	0.7823	0.7955	0.8919
0.1045	4.2222	2052	0.8434	0.8019	0.8434	0.9184
0.1045	4.2263	2054	0.9106	0.7221	0.9106	0.9543
0.1045	4.2305	2056	0.9439	0.7221	0.9439	0.9716
0.1045	4.2346	2058	1.0032	0.7221	1.0032	1.0016
0.1045	4.2387	2060	0.9910	0.7221	0.9910	0.9955
0.1045	4.2428	2062	0.9260	0.7221	0.9260	0.9623
0.1045	4.2469	2064	0.8735	0.7520	0.8735	0.9346
0.1045	4.2510	2066	0.8361	0.7332	0.8361	0.9144
0.1045	4.2551	2068	0.8361	0.7332	0.8361	0.9144
0.1045	4.2593	2070	0.8994	0.7221	0.8994	0.9483
0.1045	4.2634	2072	0.9522	0.7221	0.9522	0.9758
0.1045	4.2675	2074	1.0520	0.7221	1.0520	1.0257
0.1045	4.2716	2076	1.0796	0.7221	1.0796	1.0390
0.1045	4.2757	2078	1.0006	0.7221	1.0006	1.0003
0.1045	4.2798	2080	0.9104	0.7025	0.9104	0.9542
0.1045	4.2840	2082	0.8904	0.7025	0.8904	0.9436
0.1045	4.2881	2084	0.9336	0.7221	0.9336	0.9662
0.1045	4.2922	2086	1.0207	0.7221	1.0207	1.0103
0.1045	4.2963	2088	1.0771	0.7516	1.0771	1.0378
0.1045	4.3004	2090	1.0614	0.7516	1.0614	1.0302
0.1045	4.3045	2092	0.9842	0.7516	0.9842	0.9921
0.1045	4.3086	2094	0.8686	0.7520	0.8686	0.9320
0.1045	4.3128	2096	0.7601	0.7520	0.7601	0.8718
0.1045	4.3169	2098	0.6720	0.7823	0.6720	0.8197
0.1045	4.3210	2100	0.6835	0.7823	0.6835	0.8267
0.1045	4.3251	2102	0.7281	0.7823	0.7281	0.8533
0.1045	4.3292	2104	0.8299	0.7729	0.8299	0.9110
0.1045	4.3333	2106	1.0251	0.7516	1.0251	1.0125
0.1045	4.3374	2108	1.1376	0.7211	1.1376	1.0666
0.1045	4.3416	2110	1.1107	0.7211	1.1107	1.0539
0.1045	4.3457	2112	0.9994	0.7729	0.9994	0.9997
0.1045	4.3498	2114	0.8460	0.7729	0.8460	0.9198
0.1045	4.3539	2116	0.7467	0.7525	0.7467	0.8641
0.1045	4.3580	2118	0.7047	0.7525	0.7047	0.8395
0.1045	4.3621	2120	0.7185	0.7525	0.7185	0.8477
0.1045	4.3663	2122	0.7550	0.7729	0.7550	0.8689
0.1045	4.3704	2124	0.8138	0.7729	0.8138	0.9021
0.1045	4.3745	2126	0.8491	0.7729	0.8491	0.9215
0.1045	4.3786	2128	0.8740	0.7729	0.8740	0.9349
0.1045	4.3827	2130	0.9244	0.7729	0.9244	0.9615
0.1045	4.3868	2132	0.9117	0.7729	0.9117	0.9548
0.1045	4.3909	2134	0.8344	0.8019	0.8344	0.9135
0.1045	4.3951	2136	0.8090	0.8019	0.8090	0.8995
0.1045	4.3992	2138	0.8577	0.7729	0.8577	0.9261
0.1045	4.4033	2140	0.8775	0.7729	0.8775	0.9367
0.1045	4.4074	2142	0.8974	0.7729	0.8974	0.9473
0.1045	4.4115	2144	0.8863	0.7729	0.8863	0.9414
0.1045	4.4156	2146	0.8841	0.7729	0.8841	0.9403
0.1045	4.4198	2148	0.8249	0.8019	0.8249	0.9083
0.1045	4.4239	2150	0.6997	0.7823	0.6997	0.8365
0.1045	4.4280	2152	0.6488	0.7717	0.6488	0.8055
0.1045	4.4321	2154	0.6602	0.7823	0.6602	0.8125
0.1045	4.4362	2156	0.7355	0.7332	0.7355	0.8576
0.1045	4.4403	2158	0.8883	0.7221	0.8883	0.9425
0.1045	4.4444	2160	1.0193	0.7221	1.0193	1.0096
0.1045	4.4486	2162	1.0541	0.6975	1.0541	1.0267
0.1045	4.4527	2164	1.0869	0.6975	1.0869	1.0426
0.1045	4.4568	2166	1.0310	0.6975	1.0310	1.0154
0.1045	4.4609	2168	1.0077	0.7519	1.0077	1.0038
0.1045	4.4650	2170	0.9119	0.7729	0.9119	0.9549
0.1045	4.4691	2172	0.8189	0.7729	0.8189	0.9049
0.1045	4.4733	2174	0.7647	0.8019	0.7647	0.8745
0.1045	4.4774	2176	0.7877	0.8019	0.7877	0.8875
0.1045	4.4815	2178	0.8743	0.7520	0.8743	0.9351
0.1045	4.4856	2180	0.9848	0.7221	0.9848	0.9924
0.1045	4.4897	2182	1.0174	0.7520	1.0174	1.0087
0.1045	4.4938	2184	0.9521	0.7520	0.9521	0.9757
0.1045	4.4979	2186	0.8298	0.8019	0.8298	0.9109
0.1045	4.5021	2188	0.7718	0.8019	0.7718	0.8785
0.1045	4.5062	2190	0.7213	0.8019	0.7213	0.8493
0.1045	4.5103	2192	0.7351	0.8019	0.7351	0.8574
0.1045	4.5144	2194	0.7799	0.8019	0.7799	0.8831
0.1045	4.5185	2196	0.8792	0.8019	0.8792	0.9377
0.1045	4.5226	2198	1.0093	0.7520	1.0093	1.0046
0.1045	4.5267	2200	1.1941	0.7020	1.1941	1.0927
0.1045	4.5309	2202	1.2827	0.6812	1.2827	1.1326
0.1045	4.5350	2204	1.2565	0.7412	1.2565	1.1210
0.1045	4.5391	2206	1.1348	0.7020	1.1348	1.0653
0.1045	4.5432	2208	0.9694	0.7729	0.9694	0.9846
0.1045	4.5473	2210	0.8548	0.8019	0.8548	0.9246
0.1045	4.5514	2212	0.7470	0.7823	0.7470	0.8643
0.1045	4.5556	2214	0.7085	0.7823	0.7085	0.8417
0.1045	4.5597	2216	0.7286	0.7823	0.7286	0.8536
0.1045	4.5638	2218	0.8178	0.8019	0.8178	0.9043
0.1045	4.5679	2220	0.9240	0.7520	0.9240	0.9613
0.1045	4.5720	2222	1.0248	0.7793	1.0248	1.0123
0.1045	4.5761	2224	1.0878	0.7793	1.0878	1.0430
0.1045	4.5802	2226	1.0688	0.7516	1.0688	1.0339
0.1045	4.5844	2228	0.9573	0.7520	0.9573	0.9784
0.1045	4.5885	2230	0.8460	0.8019	0.8460	0.9198
0.1045	4.5926	2232	0.7953	0.8019	0.7953	0.8918
0.1045	4.5967	2234	0.7916	0.8019	0.7916	0.8897
0.1045	4.6008	2236	0.8024	0.8019	0.8024	0.8958
0.1045	4.6049	2238	0.7445	0.7823	0.7445	0.8629
0.1045	4.6091	2240	0.7271	0.7823	0.7271	0.8527
0.1045	4.6132	2242	0.7577	0.8019	0.7577	0.8705
0.1045	4.6173	2244	0.8244	0.7520	0.8244	0.9079
0.1045	4.6214	2246	0.8850	0.7520	0.8850	0.9408
0.1045	4.6255	2248	0.8978	0.7520	0.8978	0.9475
0.1045	4.6296	2250	0.8616	0.8019	0.8616	0.9282
0.1045	4.6337	2252	0.8384	0.7729	0.8384	0.9156
0.1045	4.6379	2254	0.7927	0.7729	0.7927	0.8904
0.1045	4.6420	2256	0.7647	0.7525	0.7647	0.8745
0.1045	4.6461	2258	0.7680	0.7525	0.7680	0.8763
0.1045	4.6502	2260	0.7810	0.7525	0.7810	0.8837
0.1045	4.6543	2262	0.7681	0.7525	0.7681	0.8764
0.1045	4.6584	2264	0.7893	0.7525	0.7893	0.8884
0.1045	4.6626	2266	0.8285	0.7025	0.8285	0.9102
0.1045	4.6667	2268	0.9348	0.7310	0.9348	0.9669
0.1045	4.6708	2270	0.9888	0.7310	0.9888	0.9944
0.1045	4.6749	2272	0.9800	0.7310	0.9800	0.9900
0.1045	4.6790	2274	0.9564	0.7310	0.9564	0.9779
0.1045	4.6831	2276	0.9238	0.7844	0.9238	0.9612
0.1045	4.6872	2278	0.8868	0.7729	0.8868	0.9417
0.1045	4.6914	2280	0.9195	0.7729	0.9195	0.9589
0.1045	4.6955	2282	0.9895	0.7729	0.9895	0.9947
0.1045	4.6996	2284	1.0242	0.7729	1.0242	1.0120
0.1045	4.7037	2286	1.0344	0.7729	1.0344	1.0170
0.1045	4.7078	2288	0.9794	0.7729	0.9794	0.9896
0.1045	4.7119	2290	0.9106	0.8019	0.9106	0.9543
0.1045	4.7160	2292	0.8771	0.8019	0.8771	0.9366
0.1045	4.7202	2294	0.9204	0.8019	0.9204	0.9594
0.1045	4.7243	2296	0.9921	0.7221	0.9921	0.9960
0.1045	4.7284	2298	1.0067	0.7221	1.0067	1.0033
0.1045	4.7325	2300	0.9424	0.7221	0.9424	0.9708
0.1045	4.7366	2302	0.8364	0.8019	0.8364	0.9146
0.1045	4.7407	2304	0.7901	0.7823	0.7901	0.8889
0.1045	4.7449	2306	0.8159	0.8019	0.8159	0.9033
0.1045	4.7490	2308	0.8440	0.8019	0.8440	0.9187
0.1045	4.7531	2310	0.8648	0.8019	0.8648	0.9299
0.1045	4.7572	2312	0.8375	0.8019	0.8375	0.9152
0.1045	4.7613	2314	0.8455	0.7729	0.8455	0.9195
0.1045	4.7654	2316	0.8480	0.7729	0.8480	0.9208
0.1045	4.7695	2318	0.8354	0.8019	0.8354	0.9140
0.1045	4.7737	2320	0.8432	0.8019	0.8432	0.9183
0.1045	4.7778	2322	0.8994	0.7729	0.8994	0.9484
0.1045	4.7819	2324	0.9832	0.7729	0.9832	0.9916
0.1045	4.7860	2326	0.9742	0.7729	0.9742	0.9870
0.1045	4.7901	2328	0.9532	0.7729	0.9532	0.9763
0.1045	4.7942	2330	0.9380	0.7729	0.9380	0.9685
0.1045	4.7984	2332	0.8975	0.7729	0.8975	0.9474
0.1045	4.8025	2334	0.8814	0.7729	0.8814	0.9388
0.1045	4.8066	2336	0.8876	0.7729	0.8876	0.9421
0.1045	4.8107	2338	0.8553	0.7729	0.8553	0.9248
0.1045	4.8148	2340	0.8486	0.8019	0.8486	0.9212
0.1045	4.8189	2342	0.8915	0.7729	0.8915	0.9442
0.1045	4.8230	2344	0.8956	0.8019	0.8956	0.9464
0.1045	4.8272	2346	0.9268	0.7729	0.9268	0.9627
0.1045	4.8313	2348	0.9383	0.7729	0.9383	0.9687
0.1045	4.8354	2350	0.8901	0.7729	0.8901	0.9435
0.1045	4.8395	2352	0.8481	0.8019	0.8481	0.9209
0.1045	4.8436	2354	0.8223	0.8019	0.8223	0.9068
0.1045	4.8477	2356	0.8020	0.8019	0.8020	0.8955
0.1045	4.8519	2358	0.8232	0.8019	0.8232	0.9073
0.1045	4.8560	2360	0.8269	0.8019	0.8269	0.9094
0.1045	4.8601	2362	0.7998	0.8019	0.7998	0.8943
0.1045	4.8642	2364	0.8422	0.8019	0.8422	0.9177
0.1045	4.8683	2366	0.9089	0.8019	0.9089	0.9534
0.1045	4.8724	2368	0.9438	0.7221	0.9438	0.9715
0.1045	4.8765	2370	0.9693	0.7221	0.9693	0.9845
0.1045	4.8807	2372	0.9703	0.7221	0.9703	0.9850
0.1045	4.8848	2374	0.9711	0.7221	0.9711	0.9855
0.1045	4.8889	2376	0.9434	0.7221	0.9434	0.9713
0.1045	4.8930	2378	0.8705	0.7520	0.8705	0.9330
0.1045	4.8971	2380	0.8236	0.8019	0.8236	0.9075
0.1045	4.9012	2382	0.7404	0.8019	0.7404	0.8605
0.1045	4.9053	2384	0.7090	0.7823	0.7090	0.8420
0.1045	4.9095	2386	0.7303	0.7823	0.7303	0.8546
0.1045	4.9136	2388	0.8042	0.8019	0.8042	0.8968
0.1045	4.9177	2390	0.9349	0.7221	0.9349	0.9669
0.1045	4.9218	2392	1.0227	0.7221	1.0227	1.0113
0.1045	4.9259	2394	1.0589	0.7221	1.0589	1.0290
0.1045	4.9300	2396	1.0801	0.7221	1.0801	1.0393
0.1045	4.9342	2398	1.0086	0.7221	1.0086	1.0043
0.1045	4.9383	2400	0.8954	0.7520	0.8954	0.9463
0.1045	4.9424	2402	0.8329	0.7520	0.8329	0.9126
0.1045	4.9465	2404	0.8238	0.7520	0.8238	0.9077
0.1045	4.9506	2406	0.7795	0.8019	0.7795	0.8829
0.1045	4.9547	2408	0.7607	0.8019	0.7607	0.8722
0.1045	4.9588	2410	0.7830	0.8019	0.7830	0.8849
0.1045	4.9630	2412	0.8482	0.8019	0.8482	0.9210
0.1045	4.9671	2414	0.9231	0.7520	0.9231	0.9608
0.1045	4.9712	2416	0.9645	0.7520	0.9645	0.9821
0.1045	4.9753	2418	0.9326	0.7793	0.9326	0.9657
0.1045	4.9794	2420	0.8453	0.7520	0.8453	0.9194
0.1045	4.9835	2422	0.7526	0.7520	0.7526	0.8675
0.1045	4.9877	2424	0.7150	0.7332	0.7150	0.8456
0.1045	4.9918	2426	0.7117	0.7332	0.7117	0.8436
0.1045	4.9959	2428	0.7132	0.7525	0.7132	0.8445
0.1045	5.0	2430	0.7187	0.7332	0.7187	0.8478
0.1045	5.0041	2432	0.7505	0.7520	0.7505	0.8663
0.1045	5.0082	2434	0.7844	0.7520	0.7844	0.8857
0.1045	5.0123	2436	0.7895	0.7520	0.7895	0.8885
0.1045	5.0165	2438	0.8534	0.7520	0.8534	0.9238
0.1045	5.0206	2440	0.8798	0.7520	0.8798	0.9380
0.1045	5.0247	2442	0.8482	0.8019	0.8482	0.9210
0.1045	5.0288	2444	0.7883	0.8019	0.7883	0.8879
0.1045	5.0329	2446	0.7807	0.8019	0.7807	0.8836
0.1045	5.0370	2448	0.7748	0.8019	0.7748	0.8803
0.1045	5.0412	2450	0.8101	0.8019	0.8101	0.9001
0.1045	5.0453	2452	0.8304	0.8019	0.8304	0.9113
0.1045	5.0494	2454	0.8914	0.8019	0.8914	0.9441
0.1045	5.0535	2456	0.9152	0.8019	0.9152	0.9566
0.1045	5.0576	2458	0.8888	0.8019	0.8888	0.9427
0.1045	5.0617	2460	0.8535	0.8019	0.8535	0.9238
0.1045	5.0658	2462	0.8286	0.8019	0.8286	0.9103
0.1045	5.0700	2464	0.8128	0.8019	0.8128	0.9015
0.1045	5.0741	2466	0.8376	0.7520	0.8376	0.9152
0.1045	5.0782	2468	0.9249	0.7520	0.9249	0.9617
0.1045	5.0823	2470	1.0389	0.7520	1.0389	1.0193

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