Arabic_FineTuningAraBERT_AugV4_k25_task2_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k25_task2_organization_fold1

Arabic_FineTuningAraBERT_AugV4_k25_task2_organization_fold1 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

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

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4.3 GB on disk

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 16, 2024
Updated: Nov 16, 2024
SHA: 166b4594

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k25_task2_organization_fold1

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

Loss: 0.8625
Qwk: 0.3333
Mse: 0.8625
Rmse: 0.9287

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	0.0053	2	4.9698	-0.0461	4.9698	2.2293
No log	0.0106	4	2.6967	-0.0402	2.6967	1.6422
No log	0.0159	6	1.2728	0.1386	1.2728	1.1282
No log	0.0212	8	0.5525	0.1818	0.5525	0.7433
No log	0.0265	10	0.7113	0.0426	0.7113	0.8434
No log	0.0318	12	1.2104	0.1818	1.2104	1.1002
No log	0.0371	14	1.4721	0.0160	1.4721	1.2133
No log	0.0424	16	1.3509	0.1000	1.3509	1.1623
No log	0.0477	18	0.9160	0.1818	0.9160	0.9571
No log	0.0531	20	0.9121	0.2817	0.9121	0.9550
No log	0.0584	22	0.7283	0.0357	0.7283	0.8534
No log	0.0637	24	0.6336	0.125	0.6336	0.7960
No log	0.0690	26	0.6466	0.125	0.6466	0.8041
No log	0.0743	28	0.7008	0.0769	0.7008	0.8371
No log	0.0796	30	0.7061	0.1176	0.7061	0.8403
No log	0.0849	32	0.7593	0.0952	0.7593	0.8714
No log	0.0902	34	0.8541	0.1892	0.8541	0.9242
No log	0.0955	36	1.1845	0.0233	1.1845	1.0883
No log	0.1008	38	1.5034	-0.0755	1.5034	1.2261
No log	0.1061	40	1.3656	0.1522	1.3656	1.1686
No log	0.1114	42	1.0018	0.1481	1.0018	1.0009
No log	0.1167	44	0.9637	0.2597	0.9637	0.9817
No log	0.1220	46	1.1043	0.2963	1.1043	1.0509
No log	0.1273	48	1.5411	-0.0364	1.5411	1.2414
No log	0.1326	50	1.6206	-0.0385	1.6206	1.2730
No log	0.1379	52	1.1918	0.0930	1.1918	1.0917
No log	0.1432	54	1.0962	0.1628	1.0962	1.0470
No log	0.1485	56	1.2718	0.0225	1.2718	1.1277
No log	0.1538	58	1.3871	0.0	1.3871	1.1778
No log	0.1592	60	1.4348	-0.2273	1.4348	1.1978
No log	0.1645	62	1.2185	-0.0870	1.2185	1.1038
No log	0.1698	64	1.1953	-0.0870	1.1953	1.0933
No log	0.1751	66	1.0247	-0.0588	1.0247	1.0123
No log	0.1804	68	0.8513	0.0625	0.8513	0.9227
No log	0.1857	70	0.8470	0.2154	0.8470	0.9203
No log	0.1910	72	0.8206	0.1818	0.8206	0.9059
No log	0.1963	74	0.8508	0.1818	0.8508	0.9224
No log	0.2016	76	1.1313	0.1522	1.1313	1.0636
No log	0.2069	78	1.2893	0.0792	1.2893	1.1355
No log	0.2122	80	1.1033	0.0741	1.1033	1.0504
No log	0.2175	82	0.9274	0.25	0.9274	0.9630
No log	0.2228	84	0.7237	0.1639	0.7237	0.8507
No log	0.2281	86	0.7279	0.1562	0.7279	0.8532
No log	0.2334	88	0.8269	0.2388	0.8269	0.9093
No log	0.2387	90	1.0978	0.1750	1.0978	1.0477
No log	0.2440	92	1.3326	0.1522	1.3326	1.1544
No log	0.2493	94	1.2010	0.1064	1.2010	1.0959
No log	0.2546	96	1.1412	0.2247	1.1412	1.0683
No log	0.2599	98	1.1415	0.2247	1.1415	1.0684
No log	0.2653	100	1.2730	0.1064	1.2730	1.1283
No log	0.2706	102	1.1909	0.2000	1.1909	1.0913
No log	0.2759	104	1.1575	0.2000	1.1575	1.0759
No log	0.2812	106	1.3283	0.1064	1.3283	1.1525
No log	0.2865	108	1.6396	-0.0364	1.6396	1.2805
No log	0.2918	110	1.6008	-0.0364	1.6008	1.2652
No log	0.2971	112	1.5563	-0.0364	1.5563	1.2475
No log	0.3024	114	1.2096	0.2326	1.2096	1.0998
No log	0.3077	116	0.8964	0.1687	0.8964	0.9468
No log	0.3130	118	0.8413	0.1892	0.8413	0.9172
No log	0.3183	120	1.0101	0.25	1.0101	1.0051
No log	0.3236	122	1.2685	0.1099	1.2685	1.1263
No log	0.3289	124	1.3650	0.1099	1.3650	1.1683
No log	0.3342	126	1.1465	0.25	1.1465	1.0707
No log	0.3395	128	0.9268	0.1176	0.9268	0.9627
No log	0.3448	130	0.9472	0.1176	0.9472	0.9732
No log	0.3501	132	1.1642	0.2247	1.1642	1.0790
No log	0.3554	134	1.5580	0.1290	1.5580	1.2482
No log	0.3607	136	1.5579	0.1290	1.5579	1.2481
No log	0.3660	138	1.2024	0.2000	1.2024	1.0965
No log	0.3714	140	0.9862	0.1429	0.9862	0.9931
No log	0.3767	142	0.9727	0.1429	0.9727	0.9863
No log	0.3820	144	1.1246	0.2041	1.1246	1.0605
No log	0.3873	146	1.4551	0.1913	1.4551	1.2063
No log	0.3926	148	1.5263	0.1176	1.5263	1.2354
No log	0.3979	150	1.3644	0.1522	1.3644	1.1681
No log	0.4032	152	1.2418	0.1099	1.2418	1.1144
No log	0.4085	154	1.0237	0.1951	1.0237	1.0118
No log	0.4138	156	0.7803	0.24	0.7803	0.8834
No log	0.4191	158	0.6766	0.1972	0.6766	0.8226
No log	0.4244	160	0.6841	0.1972	0.6841	0.8271
No log	0.4297	162	0.8065	0.1750	0.8065	0.8980
No log	0.4350	164	1.1561	0.1481	1.1561	1.0752
No log	0.4403	166	1.6381	0.1148	1.6381	1.2799
No log	0.4456	168	1.6622	0.1148	1.6622	1.2892
No log	0.4509	170	1.3963	0.1031	1.3963	1.1817
No log	0.4562	172	1.0404	0.0930	1.0404	1.0200
No log	0.4615	174	0.8259	0.1818	0.8259	0.9088
No log	0.4668	176	0.8091	0.1972	0.8091	0.8995
No log	0.4721	178	0.9498	0.2025	0.9498	0.9746
No log	0.4775	180	1.2447	-0.0235	1.2447	1.1156
No log	0.4828	182	1.4320	0.0400	1.4320	1.1967
No log	0.4881	184	1.3099	-0.0667	1.3099	1.1445
No log	0.4934	186	1.0453	0.1000	1.0453	1.0224
No log	0.4987	188	0.8326	0.2727	0.8326	0.9125
No log	0.5040	190	0.7357	0.25	0.7357	0.8577
No log	0.5093	192	0.7305	0.2154	0.7305	0.8547
No log	0.5146	194	0.8711	0.2025	0.8711	0.9333
No log	0.5199	196	1.1841	0.0964	1.1841	1.0882
No log	0.5252	198	1.2862	0.1031	1.2862	1.1341
No log	0.5305	200	1.0818	0.2025	1.0818	1.0401
No log	0.5358	202	0.8123	0.24	0.8123	0.9013
No log	0.5411	204	0.7402	0.2857	0.7402	0.8603
No log	0.5464	206	0.7536	0.2857	0.7536	0.8681
No log	0.5517	208	0.8827	0.2025	0.8827	0.9395
No log	0.5570	210	1.2089	0.0816	1.2089	1.0995
No log	0.5623	212	1.6344	0.1148	1.6344	1.2785
No log	0.5676	214	1.8629	0.0455	1.8629	1.3649
No log	0.5729	216	1.6617	-0.0364	1.6617	1.2891
No log	0.5782	218	1.2977	0.1099	1.2977	1.1392
No log	0.5836	220	0.9402	0.1818	0.9402	0.9696
No log	0.5889	222	0.7537	0.2286	0.7537	0.8682
No log	0.5942	224	0.7418	0.1818	0.7418	0.8613
No log	0.5995	226	0.8424	0.1266	0.8424	0.9178
No log	0.6048	228	1.0403	0.1220	1.0403	1.0199
No log	0.6101	230	1.3028	0.1099	1.3028	1.1414
No log	0.6154	232	1.4080	0.125	1.4080	1.1866
No log	0.6207	234	1.2624	0.0870	1.2624	1.1236
No log	0.6260	236	1.0804	0.1538	1.0804	1.0394
No log	0.6313	238	1.0171	0.1750	1.0171	1.0085
No log	0.6366	240	1.1414	0.2424	1.1414	1.0684
No log	0.6419	242	1.2628	0.2569	1.2628	1.1237
No log	0.6472	244	1.5775	0.1770	1.5775	1.2560
No log	0.6525	246	1.7381	0.1732	1.7381	1.3184
No log	0.6578	248	1.5838	0.1429	1.5838	1.2585
No log	0.6631	250	1.2566	-0.0235	1.2566	1.1210
No log	0.6684	252	1.0685	0.1600	1.0685	1.0337
No log	0.6737	254	1.0180	0.2597	1.0180	1.0090
No log	0.6790	256	0.9626	0.2597	0.9626	0.9811
No log	0.6844	258	1.1390	0.2581	1.1390	1.0673
No log	0.6897	260	1.3847	0.1770	1.3847	1.1767
No log	0.6950	262	1.3892	0.1770	1.3892	1.1787
No log	0.7003	264	1.1365	0.0233	1.1365	1.0661
No log	0.7056	266	0.8138	0.2105	0.8138	0.9021
No log	0.7109	268	0.7530	0.1972	0.7530	0.8678
No log	0.7162	270	0.8534	0.2105	0.8534	0.9238
No log	0.7215	272	1.1308	0.0690	1.1308	1.0634
No log	0.7268	274	1.4518	0.1308	1.4518	1.2049
No log	0.7321	276	1.5259	0.1639	1.5259	1.2353
No log	0.7374	278	1.3991	0.0211	1.3991	1.1828
No log	0.7427	280	1.1479	-0.0235	1.1479	1.0714
No log	0.7480	282	0.9526	0.2105	0.9526	0.9760
No log	0.7533	284	0.7727	0.2703	0.7727	0.8791
No log	0.7586	286	0.7044	0.2105	0.7044	0.8393
No log	0.7639	288	0.7375	0.24	0.7375	0.8588
No log	0.7692	290	0.9003	0.2105	0.9003	0.9488
No log	0.7745	292	1.0646	0.2105	1.0646	1.0318
No log	0.7798	294	1.2935	0.0667	1.2935	1.1373
No log	0.7851	296	1.2831	0.0667	1.2831	1.1328
No log	0.7905	298	1.0421	0.0488	1.0421	1.0208
No log	0.7958	300	0.8351	0.2192	0.8351	0.9138
No log	0.8011	302	0.8298	0.1892	0.8298	0.9109
No log	0.8064	304	0.8572	0.1892	0.8572	0.9259
No log	0.8117	306	0.9495	0.1538	0.9495	0.9744
No log	0.8170	308	1.0015	0.1538	1.0015	1.0007
No log	0.8223	310	1.0852	0.0241	1.0852	1.0417
No log	0.8276	312	1.1594	0.0241	1.1594	1.0768
No log	0.8329	314	1.1461	0.0241	1.1461	1.0706
No log	0.8382	316	0.9992	0.1538	0.9992	0.9996
No log	0.8435	318	0.9374	0.1892	0.9374	0.9682
No log	0.8488	320	0.9254	0.2192	0.9254	0.9620
No log	0.8541	322	0.8656	0.2192	0.8656	0.9304
No log	0.8594	324	0.8852	0.2192	0.8852	0.9408
No log	0.8647	326	0.9643	0.25	0.9643	0.9820
No log	0.8700	328	0.9876	0.2105	0.9876	0.9938
No log	0.8753	330	0.9135	0.2817	0.9135	0.9558
No log	0.8806	332	0.8051	0.2817	0.8051	0.8973
No log	0.8859	334	0.6167	0.2727	0.6167	0.7853
No log	0.8912	336	0.5383	0.25	0.5383	0.7337
No log	0.8966	338	0.5502	0.25	0.5502	0.7417
No log	0.9019	340	0.6601	0.2817	0.6601	0.8124
No log	0.9072	342	0.8253	0.2817	0.8253	0.9085
No log	0.9125	344	0.9159	0.2817	0.9159	0.9570
No log	0.9178	346	0.8537	0.2703	0.8537	0.9239
No log	0.9231	348	0.7879	0.3077	0.7879	0.8876
No log	0.9284	350	0.8533	0.3333	0.8533	0.9237
No log	0.9337	352	0.9999	0.4	0.9999	1.0000
No log	0.9390	354	1.1881	0.1356	1.1881	1.0900
No log	0.9443	356	1.2949	0.1538	1.2949	1.1379
No log	0.9496	358	1.2172	0.1724	1.2172	1.1033
No log	0.9549	360	0.9521	0.2895	0.9521	0.9758
No log	0.9602	362	0.8523	0.24	0.8523	0.9232
No log	0.9655	364	0.8608	0.24	0.8608	0.9278
No log	0.9708	366	0.8633	0.24	0.8633	0.9292
No log	0.9761	368	0.9343	0.2703	0.9343	0.9666
No log	0.9814	370	0.9660	0.2143	0.9660	0.9828
No log	0.9867	372	0.9917	0.1333	0.9917	0.9958
No log	0.9920	374	0.8610	0.3377	0.8610	0.9279
No log	0.9973	376	0.8128	0.3377	0.8128	0.9015
No log	1.0027	378	0.8662	0.4146	0.8662	0.9307
No log	1.0080	380	1.0132	0.2588	1.0132	1.0066
No log	1.0133	382	1.1690	0.2069	1.1690	1.0812
No log	1.0186	384	1.0859	0.2069	1.0859	1.0421
No log	1.0239	386	0.9234	0.3415	0.9234	0.9609
No log	1.0292	388	0.7759	0.1750	0.7759	0.8808
No log	1.0345	390	0.7707	0.1750	0.7707	0.8779
No log	1.0398	392	0.8047	0.2025	0.8047	0.8971
No log	1.0451	394	0.8778	0.2025	0.8778	0.9369
No log	1.0504	396	0.9889	0.3415	0.9889	0.9944
No log	1.0557	398	1.0419	0.3415	1.0419	1.0207
No log	1.0610	400	1.1056	0.3415	1.1056	1.0515
No log	1.0663	402	0.9872	0.2597	0.9872	0.9936
No log	1.0716	404	0.9286	0.2597	0.9286	0.9637
No log	1.0769	406	0.9269	0.2597	0.9269	0.9627
No log	1.0822	408	0.8771	0.3014	0.8771	0.9365
No log	1.0875	410	0.9359	0.2703	0.9359	0.9674
No log	1.0928	412	0.9616	0.3200	0.9616	0.9806
No log	1.0981	414	1.0417	0.2718	1.0417	1.0206
No log	1.1034	416	1.1084	0.2569	1.1084	1.0528
No log	1.1088	418	1.2938	0.2703	1.2938	1.1374
No log	1.1141	420	1.2923	0.1724	1.2923	1.1368
No log	1.1194	422	1.1045	0.1429	1.1045	1.0510
No log	1.1247	424	0.8539	0.2895	0.8539	0.9241
No log	1.1300	426	0.7961	0.2895	0.7961	0.8923
No log	1.1353	428	0.8174	0.2895	0.8174	0.9041
No log	1.1406	430	0.9699	0.1951	0.9699	0.9848
No log	1.1459	432	1.0581	0.1951	1.0581	1.0287
No log	1.1512	434	1.0454	0.1951	1.0454	1.0224
No log	1.1565	436	1.1451	0.1481	1.1451	1.0701
No log	1.1618	438	1.2900	0.0625	1.2900	1.1358
No log	1.1671	440	1.2308	0.1099	1.2308	1.1094
No log	1.1724	442	1.2352	0.1099	1.2352	1.1114
No log	1.1777	444	1.1408	0.0233	1.1408	1.0681
No log	1.1830	446	0.9732	0.2597	0.9732	0.9865
No log	1.1883	448	0.9282	0.2308	0.9282	0.9635
No log	1.1936	450	0.9222	0.2500	0.9222	0.9603
No log	1.1989	452	0.9645	0.2308	0.9645	0.9821
No log	1.2042	454	1.0100	0.2597	1.0100	1.0050
No log	1.2095	456	1.0409	0.1220	1.0409	1.0202
No log	1.2149	458	1.0781	0.1220	1.0781	1.0383
No log	1.2202	460	1.1187	0.0233	1.1187	1.0577
No log	1.2255	462	1.0044	0.2597	1.0044	1.0022
No log	1.2308	464	0.9153	0.2025	0.9153	0.9567
No log	1.2361	466	0.8487	0.3077	0.8487	0.9212
No log	1.2414	468	0.8608	0.2410	0.8608	0.9278
No log	1.2467	470	0.8862	0.2410	0.8862	0.9414
No log	1.2520	472	0.9716	0.2500	0.9716	0.9857
No log	1.2573	474	1.0358	0.1951	1.0358	1.0177
No log	1.2626	476	1.0660	0.0233	1.0660	1.0325
No log	1.2679	478	0.9939	0.1951	0.9939	0.9969
No log	1.2732	480	0.9260	0.2597	0.9260	0.9623
No log	1.2785	482	0.8267	0.2597	0.8267	0.9092
No log	1.2838	484	0.7920	0.2785	0.7920	0.8899
No log	1.2891	486	0.8866	0.2597	0.8866	0.9416
No log	1.2944	488	0.9134	0.2785	0.9134	0.9557
No log	1.2997	490	0.8668	0.1951	0.8668	0.9310
No log	1.3050	492	0.9663	0.2222	0.9663	0.9830
No log	1.3103	494	1.0207	0.1176	1.0207	1.0103
No log	1.3156	496	1.1817	0.1553	1.1817	1.0870
No log	1.3210	498	1.1771	0.1522	1.1771	1.0849
0.4359	1.3263	500	1.2184	0.1099	1.2184	1.1038
0.4359	1.3316	502	1.1213	0.1522	1.1213	1.0589
0.4359	1.3369	504	0.9535	0.1220	0.9535	0.9765
0.4359	1.3422	506	0.9332	0.1220	0.9332	0.9660
0.4359	1.3475	508	0.9453	0.1220	0.9453	0.9723
0.4359	1.3528	510	0.8510	0.2703	0.8510	0.9225
0.4359	1.3581	512	0.8625	0.2703	0.8625	0.9287
0.4359	1.3634	514	0.8953	0.2308	0.8953	0.9462
0.4359	1.3687	516	0.9750	0.1220	0.9750	0.9874
0.4359	1.3740	518	1.0586	0.0690	1.0586	1.0289
0.4359	1.3793	520	1.0486	0.0690	1.0486	1.0240
0.4359	1.3846	522	1.0554	0.0690	1.0554	1.0273
0.4359	1.3899	524	1.0058	0.0690	1.0058	1.0029
0.4359	1.3952	526	1.0437	0.0690	1.0437	1.0216
0.4359	1.4005	528	1.0544	0.0690	1.0544	1.0269
0.4359	1.4058	530	1.0188	0.0690	1.0188	1.0094
0.4359	1.4111	532	0.8804	0.3333	0.8804	0.9383
0.4359	1.4164	534	0.7778	0.3284	0.7778	0.8819
0.4359	1.4218	536	0.7953	0.3284	0.7953	0.8918
0.4359	1.4271	538	0.8198	0.3284	0.8198	0.9054
0.4359	1.4324	540	1.0001	0.0690	1.0001	1.0001
0.4359	1.4377	542	1.2029	0.0690	1.2029	1.0968
0.4359	1.4430	544	1.1242	0.1429	1.1242	1.0603
0.4359	1.4483	546	1.0654	0.1212	1.0654	1.0322
0.4359	1.4536	548	0.9893	0.2069	0.9893	0.9946
0.4359	1.4589	550	0.8246	0.3200	0.8246	0.9081
0.4359	1.4642	552	0.7839	0.3200	0.7839	0.8854
0.4359	1.4695	554	0.7552	0.3514	0.7552	0.8690
0.4359	1.4748	556	0.8395	0.2941	0.8395	0.9162
0.4359	1.4801	558	0.9967	0.1220	0.9967	0.9983
0.4359	1.4854	560	1.0228	0.1220	1.0228	1.0114
0.4359	1.4907	562	0.9615	0.1220	0.9615	0.9806
0.4359	1.4960	564	0.9112	0.2025	0.9112	0.9546
0.4359	1.5013	566	0.8319	0.2895	0.8319	0.9121
0.4359	1.5066	568	0.8489	0.3377	0.8489	0.9214
0.4359	1.5119	570	0.9081	0.3571	0.9081	0.9530
0.4359	1.5172	572	0.9932	0.2921	0.9932	0.9966
0.4359	1.5225	574	1.0648	0.2683	1.0648	1.0319
0.4359	1.5279	576	1.0240	0.3133	1.0240	1.0119
0.4359	1.5332	578	0.9069	0.2500	0.9069	0.9523
0.4359	1.5385	580	0.8532	0.2222	0.8532	0.9237
0.4359	1.5438	582	0.8475	0.3544	0.8475	0.9206
0.4359	1.5491	584	1.0096	0.1750	1.0096	1.0048
0.4359	1.5544	586	1.1261	0.0690	1.1261	1.0612
0.4359	1.5597	588	1.0552	0.0690	1.0552	1.0272
0.4359	1.5650	590	0.8566	0.3333	0.8566	0.9255
0.4359	1.5703	592	0.6833	0.2727	0.6833	0.8266
0.4359	1.5756	594	0.6422	0.3077	0.6422	0.8014
0.4359	1.5809	596	0.6501	0.1972	0.6501	0.8063
0.4359	1.5862	598	0.7305	0.2192	0.7305	0.8547
0.4359	1.5915	600	0.9051	0.3514	0.9051	0.9513
0.4359	1.5968	602	1.0072	0.1429	1.0072	1.0036
0.4359	1.6021	604	0.9388	0.2597	0.9388	0.9689
0.4359	1.6074	606	0.9744	0.3182	0.9744	0.9871
0.4359	1.6127	608	1.1893	0.1923	1.1893	1.0905
0.4359	1.6180	610	1.3149	0.1681	1.3149	1.1467
0.4359	1.6233	612	1.2315	0.2136	1.2315	1.1098
0.4359	1.6286	614	1.0071	0.0964	1.0071	1.0035
0.4359	1.6340	616	0.8333	0.2588	0.8333	0.9129
0.4359	1.6393	618	0.7632	0.3200	0.7632	0.8736
0.4359	1.6446	620	0.8076	0.2410	0.8076	0.8987
0.4359	1.6499	622	0.8529	0.2500	0.8529	0.9235
0.4359	1.6552	624	0.9931	0.1481	0.9931	0.9965
0.4359	1.6605	626	1.0387	0.1481	1.0387	1.0192
0.4359	1.6658	628	1.1422	0.0233	1.1422	1.0687
0.4359	1.6711	630	1.0285	0.1481	1.0285	1.0142
0.4359	1.6764	632	0.8640	0.1429	0.8640	0.9295
0.4359	1.6817	634	0.8065	0.2500	0.8065	0.8981
0.4359	1.6870	636	0.7584	0.3143	0.7584	0.8709
0.4359	1.6923	638	0.7610	0.3478	0.7610	0.8724
0.4359	1.6976	640	0.8304	0.2817	0.8304	0.9113
0.4359	1.7029	642	0.9042	0.1481	0.9042	0.9509
0.4359	1.7082	644	0.9225	0.1481	0.9225	0.9605
0.4359	1.7135	646	1.0454	0.1481	1.0454	1.0224
0.4359	1.7188	648	1.0685	0.0233	1.0685	1.0337
0.4359	1.7241	650	0.9079	0.1687	0.9079	0.9528
0.4359	1.7294	652	0.7549	0.3514	0.7549	0.8689
0.4359	1.7347	654	0.7073	0.25	0.7073	0.8410
0.4359	1.7401	656	0.7161	0.25	0.7161	0.8462
0.4359	1.7454	658	0.7257	0.3143	0.7257	0.8519
0.4359	1.7507	660	0.8024	0.2941	0.8024	0.8957
0.4359	1.7560	662	0.8613	0.2817	0.8613	0.9281
0.4359	1.7613	664	0.8332	0.25	0.8332	0.9128
0.4359	1.7666	666	0.8293	0.25	0.8293	0.9107
0.4359	1.7719	668	0.9079	0.2817	0.9079	0.9528
0.4359	1.7772	670	0.9441	0.0741	0.9441	0.9716
0.4359	1.7825	672	1.0296	0.0233	1.0296	1.0147
0.4359	1.7878	674	1.0632	0.0233	1.0632	1.0311
0.4359	1.7931	676	1.0279	0.0233	1.0279	1.0138
0.4359	1.7984	678	0.8685	0.3333	0.8685	0.9320
0.4359	1.8037	680	0.7659	0.3014	0.7659	0.8752
0.4359	1.8090	682	0.7016	0.3514	0.7016	0.8376
0.4359	1.8143	684	0.7220	0.3514	0.7220	0.8497
0.4359	1.8196	686	0.7963	0.3014	0.7963	0.8923
0.4359	1.8249	688	0.8421	0.3014	0.8421	0.9177
0.4359	1.8302	690	0.9278	0.1818	0.9278	0.9632
0.4359	1.8355	692	1.0118	0.1220	1.0118	1.0059
0.4359	1.8408	694	0.9891	0.1220	0.9891	0.9945
0.4359	1.8462	696	0.8541	0.2703	0.8541	0.9242
0.4359	1.8515	698	0.7768	0.3684	0.7768	0.8813
0.4359	1.8568	700	0.7940	0.2703	0.7940	0.8911
0.4359	1.8621	702	0.7789	0.3014	0.7789	0.8826
0.4359	1.8674	704	0.8688	0.3333	0.8688	0.9321
0.4359	1.8727	706	0.9245	0.1316	0.9245	0.9615
0.4359	1.8780	708	0.9612	0.0741	0.9612	0.9804
0.4359	1.8833	710	0.8589	0.3014	0.8589	0.9268
0.4359	1.8886	712	0.8433	0.3014	0.8433	0.9183
0.4359	1.8939	714	0.8701	0.3014	0.8701	0.9328
0.4359	1.8992	716	0.8923	0.3014	0.8923	0.9446
0.4359	1.9045	718	0.8621	0.2703	0.8621	0.9285
0.4359	1.9098	720	0.7903	0.3143	0.7903	0.8890
0.4359	1.9151	722	0.7552	0.3333	0.7552	0.8690
0.4359	1.9204	724	0.7738	0.3662	0.7738	0.8797
0.4359	1.9257	726	0.8990	0.2105	0.8990	0.9482
0.4359	1.9310	728	0.9626	0.0233	0.9626	0.9811
0.4359	1.9363	730	1.0389	0.0233	1.0389	1.0192
0.4359	1.9416	732	1.0276	0.0233	1.0276	1.0137
0.4359	1.9469	734	0.8949	0.2105	0.8949	0.9460
0.4359	1.9523	736	0.7746	0.2192	0.7746	0.8801
0.4359	1.9576	738	0.7035	0.3014	0.7035	0.8387
0.4359	1.9629	740	0.7011	0.4	0.7011	0.8373
0.4359	1.9682	742	0.7239	0.3514	0.7239	0.8508
0.4359	1.9735	744	0.8093	0.2597	0.8093	0.8996
0.4359	1.9788	746	0.9705	0.1951	0.9705	0.9852
0.4359	1.9841	748	1.0495	0.0233	1.0495	1.0244
0.4359	1.9894	750	1.0017	0.0690	1.0017	1.0008
0.4359	1.9947	752	0.8739	0.3250	0.8739	0.9348
0.4359	2.0	754	0.7744	0.3514	0.7744	0.8800
0.4359	2.0053	756	0.7441	0.2597	0.7441	0.8626
0.4359	2.0106	758	0.7601	0.2105	0.7601	0.8719
0.4359	2.0159	760	0.8467	0.3077	0.8467	0.9202
0.4359	2.0212	762	0.9883	0.2308	0.9883	0.9941
0.4359	2.0265	764	1.0875	0.0233	1.0875	1.0428
0.4359	2.0318	766	1.0704	0.1099	1.0704	1.0346
0.4359	2.0371	768	0.9278	0.1750	0.9278	0.9632
0.4359	2.0424	770	0.8119	0.3377	0.8119	0.9010
0.4359	2.0477	772	0.7495	0.2703	0.7495	0.8658
0.4359	2.0531	774	0.7502	0.3014	0.7502	0.8662
0.4359	2.0584	776	0.7877	0.3200	0.7877	0.8875
0.4359	2.0637	778	0.8918	0.25	0.8918	0.9444
0.4359	2.0690	780	0.9351	0.25	0.9351	0.9670
0.4359	2.0743	782	0.9479	0.25	0.9479	0.9736
0.4359	2.0796	784	0.8873	0.25	0.8873	0.9420
0.4359	2.0849	786	0.7768	0.3014	0.7768	0.8814
0.4359	2.0902	788	0.7189	0.2105	0.7189	0.8479
0.4359	2.0955	790	0.7191	0.25	0.7191	0.8480
0.4359	2.1008	792	0.7320	0.2105	0.7320	0.8556
0.4359	2.1061	794	0.8263	0.3377	0.8263	0.9090
0.4359	2.1114	796	1.0317	0.0488	1.0317	1.0157
0.4359	2.1167	798	1.1735	0.0233	1.1735	1.0833
0.4359	2.1220	800	1.1711	0.0233	1.1711	1.0822
0.4359	2.1273	802	1.0216	0.0741	1.0216	1.0107
0.4359	2.1326	804	0.8231	0.2727	0.8231	0.9072
0.4359	2.1379	806	0.6879	0.2609	0.6879	0.8294
0.4359	2.1432	808	0.6318	0.3478	0.6318	0.7949
0.4359	2.1485	810	0.6360	0.25	0.6360	0.7975
0.4359	2.1538	812	0.6814	0.3014	0.6814	0.8255
0.4359	2.1592	814	0.7831	0.3662	0.7831	0.8849
0.4359	2.1645	816	0.8966	0.2025	0.8966	0.9469
0.4359	2.1698	818	0.9405	0.2025	0.9405	0.9698
0.4359	2.1751	820	0.9085	0.2025	0.9085	0.9532
0.4359	2.1804	822	0.8113	0.3662	0.8113	0.9007
0.4359	2.1857	824	0.7191	0.3514	0.7191	0.8480
0.4359	2.1910	826	0.7133	0.3514	0.7133	0.8445
0.4359	2.1963	828	0.7376	0.3014	0.7376	0.8588
0.4359	2.2016	830	0.8193	0.3684	0.8193	0.9052
0.4359	2.2069	832	0.8368	0.3200	0.8368	0.9148
0.4359	2.2122	834	0.8330	0.3200	0.8330	0.9127
0.4359	2.2175	836	0.9181	0.3200	0.9181	0.9582
0.4359	2.2228	838	0.9287	0.3721	0.9287	0.9637
0.4359	2.2281	840	0.8828	0.3200	0.8828	0.9396
0.4359	2.2334	842	0.8533	0.3200	0.8533	0.9238
0.4359	2.2387	844	0.7590	0.3200	0.7590	0.8712
0.4359	2.2440	846	0.7018	0.3662	0.7018	0.8377
0.4359	2.2493	848	0.6901	0.3143	0.6901	0.8307
0.4359	2.2546	850	0.7133	0.3143	0.7133	0.8445
0.4359	2.2599	852	0.7129	0.3143	0.7129	0.8443
0.4359	2.2653	854	0.7229	0.3143	0.7229	0.8503
0.4359	2.2706	856	0.7083	0.3333	0.7083	0.8416
0.4359	2.2759	858	0.7132	0.3333	0.7132	0.8445
0.4359	2.2812	860	0.7706	0.3377	0.7706	0.8779
0.4359	2.2865	862	0.8187	0.3377	0.8187	0.9048
0.4359	2.2918	864	0.8681	0.3377	0.8681	0.9317
0.4359	2.2971	866	0.8983	0.2895	0.8983	0.9478
0.4359	2.3024	868	0.8906	0.2895	0.8906	0.9437
0.4359	2.3077	870	0.8506	0.3077	0.8506	0.9223
0.4359	2.3130	872	0.8426	0.3544	0.8426	0.9179
0.4359	2.3183	874	0.8113	0.3684	0.8113	0.9007
0.4359	2.3236	876	0.8148	0.3684	0.8148	0.9027
0.4359	2.3289	878	0.8498	0.3250	0.8498	0.9218
0.4359	2.3342	880	0.9294	0.2222	0.9294	0.9640
0.4359	2.3395	882	0.9534	0.1429	0.9534	0.9764
0.4359	2.3448	884	0.9786	0.1687	0.9786	0.9892
0.4359	2.3501	886	0.9146	0.2025	0.9146	0.9563
0.4359	2.3554	888	0.8381	0.2105	0.8381	0.9155
0.4359	2.3607	890	0.8144	0.2817	0.8144	0.9025
0.4359	2.3660	892	0.8444	0.2105	0.8444	0.9189
0.4359	2.3714	894	0.9553	0.2025	0.9553	0.9774
0.4359	2.3767	896	1.0238	0.1429	1.0238	1.0118
0.4359	2.3820	898	1.0778	0.0455	1.0778	1.0382
0.4359	2.3873	900	1.0131	0.1429	1.0131	1.0065
0.4359	2.3926	902	0.9928	0.0690	0.9928	0.9964
0.4359	2.3979	904	0.9428	0.1972	0.9428	0.9710
0.4359	2.4032	906	0.8714	0.25	0.8714	0.9335
0.4359	2.4085	908	0.8697	0.1972	0.8697	0.9326
0.4359	2.4138	910	0.8560	0.25	0.8560	0.9252
0.4359	2.4191	912	0.8420	0.25	0.8420	0.9176
0.4359	2.4244	914	0.8585	0.1892	0.8585	0.9265
0.4359	2.4297	916	0.9196	0.1892	0.9196	0.9590
0.4359	2.4350	918	1.0214	0.0690	1.0214	1.0106
0.4359	2.4403	920	1.0820	0.0690	1.0820	1.0402
0.4359	2.4456	922	1.0497	0.0690	1.0497	1.0245
0.4359	2.4509	924	1.0229	0.0233	1.0229	1.0114
0.4359	2.4562	926	1.0035	0.0233	1.0035	1.0018
0.4359	2.4615	928	0.9592	0.1951	0.9592	0.9794
0.4359	2.4668	930	0.9332	0.2597	0.9332	0.9660
0.4359	2.4721	932	0.9164	0.2025	0.9164	0.9573
0.4359	2.4775	934	0.9435	0.0714	0.9435	0.9713
0.4359	2.4828	936	1.0331	0.0	1.0331	1.0164
0.4359	2.4881	938	1.0846	0.0233	1.0846	1.0414
0.4359	2.4934	940	1.0434	0.0	1.0434	1.0215
0.4359	2.4987	942	1.0346	0.0	1.0346	1.0171
0.4359	2.5040	944	1.0922	0.0233	1.0922	1.0451
0.4359	2.5093	946	1.1104	0.0233	1.1104	1.0537
0.4359	2.5146	948	1.0557	0.1220	1.0557	1.0275
0.4359	2.5199	950	0.9977	0.1429	0.9977	0.9989
0.4359	2.5252	952	1.0400	0.1687	1.0400	1.0198
0.4359	2.5305	954	1.0307	0.1429	1.0307	1.0152
0.4359	2.5358	956	1.0059	0.1266	1.0059	1.0029
0.4359	2.5411	958	0.9303	0.2105	0.9303	0.9645
0.4359	2.5464	960	0.8735	0.2817	0.8735	0.9346
0.4359	2.5517	962	0.8521	0.2817	0.8521	0.9231
0.4359	2.5570	964	0.8548	0.2817	0.8548	0.9245
0.4359	2.5623	966	0.9196	0.2703	0.9196	0.9589
0.4359	2.5676	968	0.9605	0.2192	0.9605	0.9801
0.4359	2.5729	970	0.9271	0.2192	0.9271	0.9629
0.4359	2.5782	972	0.9264	0.2192	0.9264	0.9625
0.4359	2.5836	974	0.8948	0.2192	0.8948	0.9460
0.4359	2.5889	976	0.8680	0.2192	0.8680	0.9317
0.4359	2.5942	978	0.8926	0.2192	0.8926	0.9448
0.4359	2.5995	980	0.9619	0.2308	0.9619	0.9808
0.4359	2.6048	982	1.0959	0.0690	1.0959	1.0468
0.4359	2.6101	984	1.1276	0.0690	1.1276	1.0619
0.4359	2.6154	986	1.0475	0.0455	1.0475	1.0235
0.4359	2.6207	988	0.8787	0.2192	0.8787	0.9374
0.4359	2.6260	990	0.8275	0.1892	0.8275	0.9097
0.4359	2.6313	992	0.8721	0.2192	0.8721	0.9339
0.4359	2.6366	994	0.9605	0.1220	0.9605	0.9800
0.4359	2.6419	996	1.0673	0.0233	1.0673	1.0331
0.4359	2.6472	998	1.0669	0.0233	1.0669	1.0329
0.1499	2.6525	1000	0.9817	0.1220	0.9817	0.9908
0.1499	2.6578	1002	0.8530	0.1892	0.8530	0.9236
0.1499	2.6631	1004	0.7614	0.3836	0.7614	0.8726
0.1499	2.6684	1006	0.7612	0.3200	0.7612	0.8725
0.1499	2.6737	1008	0.7673	0.3200	0.7673	0.8759
0.1499	2.6790	1010	0.7846	0.3200	0.7846	0.8858
0.1499	2.6844	1012	0.8303	0.3077	0.8303	0.9112
0.1499	2.6897	1014	0.8988	0.1266	0.8988	0.9481
0.1499	2.6950	1016	0.9712	0.1039	0.9712	0.9855
0.1499	2.7003	1018	0.9637	0.1316	0.9637	0.9817
0.1499	2.7056	1020	0.9885	0.1316	0.9885	0.9942
0.1499	2.7109	1022	0.9514	0.1316	0.9514	0.9754
0.1499	2.7162	1024	0.8447	0.1316	0.8447	0.9191
0.1499	2.7215	1026	0.7675	0.1667	0.7675	0.8760
0.1499	2.7268	1028	0.7055	0.3143	0.7055	0.8399
0.1499	2.7321	1030	0.7067	0.24	0.7067	0.8407
0.1499	2.7374	1032	0.7698	0.1892	0.7698	0.8774
0.1499	2.7427	1034	0.8817	0.0769	0.8817	0.9390
0.1499	2.7480	1036	1.0923	0.0233	1.0923	1.0451
0.1499	2.7533	1038	1.2294	0.1099	1.2294	1.1088
0.1499	2.7586	1040	1.1940	0.1099	1.1940	1.0927
0.1499	2.7639	1042	1.0244	0.1220	1.0244	1.0121
0.1499	2.7692	1044	0.8279	0.24	0.8279	0.9099
0.1499	2.7745	1046	0.7556	0.3143	0.7556	0.8692
0.1499	2.7798	1048	0.7079	0.3143	0.7079	0.8413
0.1499	2.7851	1050	0.7045	0.3143	0.7045	0.8393
0.1499	2.7905	1052	0.7229	0.3143	0.7229	0.8502
0.1499	2.7958	1054	0.7794	0.2609	0.7794	0.8829
0.1499	2.8011	1056	0.8827	0.1892	0.8827	0.9395
0.1499	2.8064	1058	1.0246	0.1481	1.0246	1.0122
0.1499	2.8117	1060	1.0329	0.1481	1.0329	1.0163
0.1499	2.8170	1062	1.0139	0.1481	1.0139	1.0069
0.1499	2.8223	1064	0.8813	0.1316	0.8813	0.9388
0.1499	2.8276	1066	0.7348	0.2609	0.7348	0.8572
0.1499	2.8329	1068	0.6373	0.3836	0.6373	0.7983
0.1499	2.8382	1070	0.6316	0.3200	0.6316	0.7947
0.1499	2.8435	1072	0.6463	0.3200	0.6463	0.8039
0.1499	2.8488	1074	0.6744	0.3200	0.6744	0.8212
0.1499	2.8541	1076	0.7363	0.2817	0.7363	0.8581
0.1499	2.8594	1078	0.8752	0.1687	0.8752	0.9355
0.1499	2.8647	1080	0.9440	0.1481	0.9440	0.9716
0.1499	2.8700	1082	0.8983	0.2410	0.8983	0.9478
0.1499	2.8753	1084	0.7994	0.3143	0.7994	0.8941
0.1499	2.8806	1086	0.7696	0.3143	0.7696	0.8773
0.1499	2.8859	1088	0.7799	0.3143	0.7799	0.8831
0.1499	2.8912	1090	0.7665	0.3143	0.7665	0.8755
0.1499	2.8966	1092	0.7650	0.25	0.7650	0.8746
0.1499	2.9019	1094	0.7749	0.2192	0.7749	0.8803
0.1499	2.9072	1096	0.7820	0.2963	0.7820	0.8843
0.1499	2.9125	1098	0.7967	0.2963	0.7967	0.8926
0.1499	2.9178	1100	0.8105	0.25	0.8105	0.9003
0.1499	2.9231	1102	0.8733	0.3014	0.8733	0.9345
0.1499	2.9284	1104	0.8866	0.25	0.8866	0.9416
0.1499	2.9337	1106	0.8547	0.3284	0.8547	0.9245
0.1499	2.9390	1108	0.8067	0.3824	0.8067	0.8982
0.1499	2.9443	1110	0.7698	0.3143	0.7698	0.8774
0.1499	2.9496	1112	0.7328	0.3014	0.7328	0.8560
0.1499	2.9549	1114	0.7247	0.2963	0.7247	0.8513
0.1499	2.9602	1116	0.7089	0.3415	0.7089	0.8419
0.1499	2.9655	1118	0.6967	0.2703	0.6967	0.8347
0.1499	2.9708	1120	0.7019	0.3014	0.7019	0.8378
0.1499	2.9761	1122	0.7776	0.2388	0.7776	0.8818
0.1499	2.9814	1124	0.8814	0.2727	0.8814	0.9389
0.1499	2.9867	1126	0.9456	0.2105	0.9456	0.9724
0.1499	2.9920	1128	0.9515	0.1818	0.9515	0.9754
0.1499	2.9973	1130	0.9137	0.1818	0.9137	0.9559
0.1499	3.0027	1132	0.8754	0.2388	0.8754	0.9356
0.1499	3.0080	1134	0.7983	0.2388	0.7983	0.8935
0.1499	3.0133	1136	0.7229	0.3143	0.7229	0.8502
0.1499	3.0186	1138	0.6870	0.2059	0.6870	0.8289
0.1499	3.0239	1140	0.6741	0.2609	0.6741	0.8211
0.1499	3.0292	1142	0.6805	0.2727	0.6805	0.8249
0.1499	3.0345	1144	0.7287	0.3478	0.7287	0.8536
0.1499	3.0398	1146	0.8405	0.2388	0.8405	0.9168
0.1499	3.0451	1148	0.9819	0.0488	0.9819	0.9909
0.1499	3.0504	1150	1.0186	0.0488	1.0186	1.0092
0.1499	3.0557	1152	0.9496	0.1039	0.9496	0.9745
0.1499	3.0610	1154	0.8380	0.2941	0.8380	0.9154
0.1499	3.0663	1156	0.7819	0.3014	0.7819	0.8843
0.1499	3.0716	1158	0.7711	0.3200	0.7711	0.8781
0.1499	3.0769	1160	0.7747	0.3200	0.7747	0.8802
0.1499	3.0822	1162	0.8338	0.2817	0.8338	0.9131
0.1499	3.0875	1164	0.8946	0.3014	0.8946	0.9458
0.1499	3.0928	1166	0.8946	0.3014	0.8946	0.9458
0.1499	3.0981	1168	0.8542	0.2941	0.8542	0.9242
0.1499	3.1034	1170	0.7916	0.2941	0.7916	0.8897
0.1499	3.1088	1172	0.7626	0.3333	0.7626	0.8733
0.1499	3.1141	1174	0.7707	0.3014	0.7707	0.8779
0.1499	3.1194	1176	0.7866	0.3014	0.7866	0.8869
0.1499	3.1247	1178	0.7938	0.3478	0.7938	0.8910
0.1499	3.1300	1180	0.8186	0.3514	0.8186	0.9048
0.1499	3.1353	1182	0.8448	0.3514	0.8448	0.9192
0.1499	3.1406	1184	0.8635	0.3200	0.8635	0.9292
0.1499	3.1459	1186	0.8831	0.3200	0.8831	0.9397
0.1499	3.1512	1188	0.9104	0.3514	0.9104	0.9542
0.1499	3.1565	1190	0.9536	0.0800	0.9536	0.9765
0.1499	3.1618	1192	0.9471	0.0800	0.9471	0.9732
0.1499	3.1671	1194	0.8838	0.2286	0.8838	0.9401
0.1499	3.1724	1196	0.8013	0.2817	0.8013	0.8951
0.1499	3.1777	1198	0.7547	0.3333	0.7547	0.8687
0.1499	3.1830	1200	0.7264	0.3143	0.7264	0.8523
0.1499	3.1883	1202	0.7284	0.3478	0.7284	0.8535
0.1499	3.1936	1204	0.7456	0.3284	0.7456	0.8635
0.1499	3.1989	1206	0.7855	0.2609	0.7855	0.8863
0.1499	3.2042	1208	0.8180	0.2609	0.8180	0.9044
0.1499	3.2095	1210	0.8168	0.2609	0.8168	0.9038
0.1499	3.2149	1212	0.7632	0.2609	0.7632	0.8736
0.1499	3.2202	1214	0.7146	0.3143	0.7146	0.8454
0.1499	3.2255	1216	0.7077	0.1972	0.7077	0.8413
0.1499	3.2308	1218	0.7138	0.1972	0.7138	0.8449
0.1499	3.2361	1220	0.7272	0.3143	0.7272	0.8527
0.1499	3.2414	1222	0.7600	0.3200	0.7600	0.8718
0.1499	3.2467	1224	0.8432	0.3662	0.8432	0.9182
0.1499	3.2520	1226	0.9710	0.1538	0.9710	0.9854
0.1499	3.2573	1228	1.0720	0.0	1.0720	1.0354
0.1499	3.2626	1230	1.0463	0.0	1.0463	1.0229
0.1499	3.2679	1232	0.9653	0.1039	0.9653	0.9825
0.1499	3.2732	1234	0.8485	0.3143	0.8485	0.9212
0.1499	3.2785	1236	0.7896	0.3514	0.7896	0.8886
0.1499	3.2838	1238	0.7901	0.3200	0.7901	0.8889
0.1499	3.2891	1240	0.8021	0.3514	0.8021	0.8956
0.1499	3.2944	1242	0.8579	0.3333	0.8579	0.9262
0.1499	3.2997	1244	1.0027	0.0	1.0027	1.0014
0.1499	3.3050	1246	1.0826	0.0233	1.0826	1.0405
0.1499	3.3103	1248	1.0378	0.0233	1.0378	1.0187
0.1499	3.3156	1250	0.9177	0.2941	0.9177	0.9580
0.1499	3.3210	1252	0.7846	0.2817	0.7846	0.8858
0.1499	3.3263	1254	0.7394	0.3836	0.7394	0.8599
0.1499	3.3316	1256	0.7258	0.3836	0.7258	0.8520
0.1499	3.3369	1258	0.7440	0.3333	0.7440	0.8626
0.1499	3.3422	1260	0.7564	0.3333	0.7564	0.8697
0.1499	3.3475	1262	0.7387	0.3514	0.7387	0.8595
0.1499	3.3528	1264	0.7438	0.24	0.7438	0.8624
0.1499	3.3581	1266	0.7647	0.3514	0.7647	0.8745
0.1499	3.3634	1268	0.8116	0.3333	0.8116	0.9009
0.1499	3.3687	1270	0.8282	0.3333	0.8282	0.9101
0.1499	3.3740	1272	0.8476	0.2817	0.8476	0.9206
0.1499	3.3793	1274	0.8886	0.2609	0.8886	0.9426
0.1499	3.3846	1276	0.9050	0.2609	0.9050	0.9513
0.1499	3.3899	1278	0.8746	0.2817	0.8746	0.9352
0.1499	3.3952	1280	0.8411	0.24	0.8411	0.9171
0.1499	3.4005	1282	0.8353	0.2105	0.8353	0.9139
0.1499	3.4058	1284	0.8407	0.2105	0.8407	0.9169
0.1499	3.4111	1286	0.8515	0.24	0.8515	0.9228
0.1499	3.4164	1288	0.8656	0.2817	0.8656	0.9304
0.1499	3.4218	1290	0.8659	0.25	0.8659	0.9305
0.1499	3.4271	1292	0.8343	0.24	0.8343	0.9134
0.1499	3.4324	1294	0.8140	0.24	0.8140	0.9022
0.1499	3.4377	1296	0.8110	0.3333	0.8110	0.9006
0.1499	3.4430	1298	0.8284	0.2817	0.8284	0.9102
0.1499	3.4483	1300	0.8672	0.2286	0.8672	0.9312
0.1499	3.4536	1302	0.9084	0.1739	0.9084	0.9531
0.1499	3.4589	1304	0.9199	0.2388	0.9199	0.9591
0.1499	3.4642	1306	0.9048	0.2388	0.9048	0.9512
0.1499	3.4695	1308	0.9291	0.1127	0.9291	0.9639
0.1499	3.4748	1310	0.8870	0.2727	0.8870	0.9418
0.1499	3.4801	1312	0.8121	0.2388	0.8121	0.9012
0.1499	3.4854	1314	0.8019	0.2059	0.8019	0.8955
0.1499	3.4907	1316	0.8170	0.2059	0.8170	0.9039
0.1499	3.4960	1318	0.8082	0.2286	0.8082	0.8990
0.1499	3.5013	1320	0.8294	0.2286	0.8294	0.9107
0.1499	3.5066	1322	0.8676	0.2286	0.8676	0.9314
0.1499	3.5119	1324	0.9170	0.2286	0.9170	0.9576
0.1499	3.5172	1326	0.9584	0.1739	0.9584	0.9790
0.1499	3.5225	1328	0.9600	0.2286	0.9600	0.9798
0.1499	3.5279	1330	0.9193	0.2286	0.9193	0.9588
0.1499	3.5332	1332	0.8689	0.24	0.8689	0.9322
0.1499	3.5385	1334	0.8610	0.24	0.8610	0.9279
0.1499	3.5438	1336	0.8743	0.24	0.8743	0.9351
0.1499	3.5491	1338	0.8933	0.24	0.8933	0.9451
0.1499	3.5544	1340	0.9157	0.24	0.9157	0.9569
0.1499	3.5597	1342	0.9422	0.2192	0.9422	0.9707
0.1499	3.5650	1344	0.9673	0.2817	0.9673	0.9835
0.1499	3.5703	1346	0.9500	0.2286	0.9500	0.9747
0.1499	3.5756	1348	0.8893	0.2817	0.8893	0.9431
0.1499	3.5809	1350	0.8174	0.24	0.8174	0.9041
0.1499	3.5862	1352	0.7981	0.2105	0.7981	0.8934
0.1499	3.5915	1354	0.8005	0.2105	0.8005	0.8947
0.1499	3.5968	1356	0.8259	0.24	0.8259	0.9088
0.1499	3.6021	1358	0.8873	0.2286	0.8873	0.9420
0.1499	3.6074	1360	0.9738	0.1266	0.9738	0.9868
0.1499	3.6127	1362	0.9794	0.1266	0.9794	0.9897
0.1499	3.6180	1364	0.9207	0.2286	0.9207	0.9595
0.1499	3.6233	1366	0.8576	0.3333	0.8576	0.9261
0.1499	3.6286	1368	0.8462	0.2703	0.8462	0.9199
0.1499	3.6340	1370	0.8574	0.24	0.8574	0.9260
0.1499	3.6393	1372	0.8654	0.2105	0.8654	0.9303
0.1499	3.6446	1374	0.8721	0.2105	0.8721	0.9339
0.1499	3.6499	1376	0.8797	0.24	0.8797	0.9379
0.1499	3.6552	1378	0.8841	0.2703	0.8841	0.9403
0.1499	3.6605	1380	0.9051	0.2192	0.9051	0.9514
0.1499	3.6658	1382	0.9069	0.2817	0.9069	0.9523
0.1499	3.6711	1384	0.8662	0.2817	0.8662	0.9307
0.1499	3.6764	1386	0.7983	0.3333	0.7983	0.8935
0.1499	3.6817	1388	0.7688	0.3333	0.7688	0.8768
0.1499	3.6870	1390	0.7786	0.3662	0.7786	0.8824
0.1499	3.6923	1392	0.8152	0.2609	0.8152	0.9029
0.1499	3.6976	1394	0.8821	0.2192	0.8821	0.9392
0.1499	3.7029	1396	0.9067	0.1039	0.9067	0.9522
0.1499	3.7082	1398	0.9051	0.1316	0.9051	0.9514
0.1499	3.7135	1400	0.8520	0.25	0.8520	0.9230
0.1499	3.7188	1402	0.7832	0.2609	0.7832	0.8850
0.1499	3.7241	1404	0.7549	0.2609	0.7549	0.8689
0.1499	3.7294	1406	0.7535	0.3662	0.7535	0.8680
0.1499	3.7347	1408	0.7962	0.3143	0.7962	0.8923
0.1499	3.7401	1410	0.8781	0.1266	0.8781	0.9371
0.1499	3.7454	1412	0.9396	0.1750	0.9396	0.9693
0.1499	3.7507	1414	0.9573	0.1951	0.9573	0.9784
0.1499	3.7560	1416	0.9218	0.2703	0.9218	0.9601
0.1499	3.7613	1418	0.9057	0.3836	0.9057	0.9517
0.1499	3.7666	1420	0.8792	0.3836	0.8792	0.9376
0.1499	3.7719	1422	0.8765	0.24	0.8765	0.9362
0.1499	3.7772	1424	0.9029	0.24	0.9029	0.9502
0.1499	3.7825	1426	0.9373	0.24	0.9373	0.9681
0.1499	3.7878	1428	0.9603	0.24	0.9603	0.9799
0.1499	3.7931	1430	0.9971	0.1667	0.9971	0.9985
0.1499	3.7984	1432	1.0113	0.0800	1.0113	1.0056
0.1499	3.8037	1434	0.9945	-0.0519	0.9945	0.9972
0.1499	3.8090	1436	0.9696	0.1081	0.9696	0.9847
0.1499	3.8143	1438	0.9086	0.1127	0.9086	0.9532
0.1499	3.8196	1440	0.8729	0.2609	0.8729	0.9343
0.1499	3.8249	1442	0.8741	0.1370	0.8741	0.9349
0.1499	3.8302	1444	0.8781	0.1370	0.8781	0.9370
0.1499	3.8355	1446	0.8658	0.2941	0.8658	0.9305
0.1499	3.8408	1448	0.8534	0.2941	0.8534	0.9238
0.1499	3.8462	1450	0.8701	0.2941	0.8701	0.9328
0.1499	3.8515	1452	0.8821	0.1127	0.8821	0.9392
0.1499	3.8568	1454	0.9219	0.24	0.9219	0.9602
0.1499	3.8621	1456	0.9856	0.2418	0.9856	0.9928
0.1499	3.8674	1458	1.0488	0.2418	1.0487	1.0241
0.1499	3.8727	1460	1.0900	0.2418	1.0900	1.0440
0.1499	3.8780	1462	1.1171	0.2418	1.1171	1.0569
0.1499	3.8833	1464	1.1345	0.2247	1.1345	1.0651
0.1499	3.8886	1466	1.1309	0.2683	1.1309	1.0634
0.1499	3.8939	1468	1.0816	0.2683	1.0816	1.0400
0.1499	3.8992	1470	1.0315	0.2410	1.0315	1.0156
0.1499	3.9045	1472	0.9873	0.2410	0.9873	0.9937
0.1499	3.9098	1474	0.9502	0.2410	0.9502	0.9748
0.1499	3.9151	1476	0.9309	0.2683	0.9309	0.9648
0.1499	3.9204	1478	0.8962	0.2683	0.8962	0.9467
0.1499	3.9257	1480	0.8721	0.24	0.8721	0.9338
0.1499	3.9310	1482	0.8827	0.1972	0.8827	0.9395
0.1499	3.9363	1484	0.8724	0.1972	0.8724	0.9340
0.1499	3.9416	1486	0.8533	0.24	0.8533	0.9238
0.1499	3.9469	1488	0.8424	0.24	0.8424	0.9178
0.1499	3.9523	1490	0.8538	0.24	0.8538	0.9240
0.1499	3.9576	1492	0.8445	0.2105	0.8445	0.9190
0.1499	3.9629	1494	0.8248	0.2410	0.8248	0.9082
0.1499	3.9682	1496	0.8312	0.2410	0.8312	0.9117
0.1499	3.9735	1498	0.8443	0.2105	0.8443	0.9188
0.1133	3.9788	1500	0.8499	0.2105	0.8499	0.9219
0.1133	3.9841	1502	0.8753	0.1892	0.8753	0.9356
0.1133	3.9894	1504	0.9400	0.3143	0.9400	0.9695
0.1133	3.9947	1506	0.9830	0.1818	0.9830	0.9915
0.1133	4.0	1508	0.9484	0.1818	0.9484	0.9738
0.1133	4.0053	1510	0.8904	0.2388	0.8904	0.9436
0.1133	4.0106	1512	0.8263	0.3143	0.8263	0.9090
0.1133	4.0159	1514	0.7768	0.1667	0.7768	0.8813
0.1133	4.0212	1516	0.7521	0.24	0.7521	0.8672
0.1133	4.0265	1518	0.7595	0.2105	0.7595	0.8715
0.1133	4.0318	1520	0.7809	0.2105	0.7809	0.8837
0.1133	4.0371	1522	0.7926	0.2105	0.7926	0.8903
0.1133	4.0424	1524	0.8022	0.24	0.8022	0.8956
0.1133	4.0477	1526	0.8312	0.1892	0.8312	0.9117
0.1133	4.0531	1528	0.8543	0.1972	0.8543	0.9243
0.1133	4.0584	1530	0.8617	0.1429	0.8617	0.9283
0.1133	4.0637	1532	0.8529	0.1429	0.8529	0.9235
0.1133	4.0690	1534	0.8327	0.1429	0.8327	0.9125
0.1133	4.0743	1536	0.8129	0.1429	0.8129	0.9016
0.1133	4.0796	1538	0.7710	0.1667	0.7710	0.8780
0.1133	4.0849	1540	0.7472	0.1892	0.7472	0.8644
0.1133	4.0902	1542	0.7526	0.1892	0.7526	0.8675
0.1133	4.0955	1544	0.7854	0.2192	0.7854	0.8862
0.1133	4.1008	1546	0.8411	0.3143	0.8411	0.9171
0.1133	4.1061	1548	0.8956	0.3143	0.8956	0.9464
0.1133	4.1114	1550	0.9194	0.2192	0.9194	0.9589
0.1133	4.1167	1552	0.9048	0.24	0.9048	0.9512
0.1133	4.1220	1554	0.8792	0.2597	0.8792	0.9377
0.1133	4.1273	1556	0.8651	0.2597	0.8651	0.9301
0.1133	4.1326	1558	0.8674	0.2105	0.8674	0.9313
0.1133	4.1379	1560	0.8878	0.1892	0.8878	0.9422
0.1133	4.1432	1562	0.9297	0.3662	0.9297	0.9642
0.1133	4.1485	1564	0.9665	0.0714	0.9665	0.9831
0.1133	4.1538	1566	0.9613	0.0506	0.9613	0.9805
0.1133	4.1592	1568	0.9063	0.3662	0.9063	0.9520
0.1133	4.1645	1570	0.8347	0.24	0.8347	0.9136
0.1133	4.1698	1572	0.8262	0.2105	0.8262	0.9090
0.1133	4.1751	1574	0.8403	0.2105	0.8403	0.9167
0.1133	4.1804	1576	0.8685	0.24	0.8685	0.9319
0.1133	4.1857	1578	0.9479	0.24	0.9479	0.9736
0.1133	4.1910	1580	1.0658	0.0455	1.0658	1.0324
0.1133	4.1963	1582	1.1254	0.0	1.1254	1.0608
0.1133	4.2016	1584	1.0884	0.0	1.0884	1.0433
0.1133	4.2069	1586	1.0025	0.0455	1.0025	1.0012
0.1133	4.2122	1588	0.9571	0.1538	0.9571	0.9783
0.1133	4.2175	1590	0.8836	0.1892	0.8836	0.9400
0.1133	4.2228	1592	0.8410	0.3662	0.8410	0.9171
0.1133	4.2281	1594	0.8162	0.4167	0.8162	0.9035
0.1133	4.2334	1596	0.8303	0.4167	0.8303	0.9112
0.1133	4.2387	1598	0.8855	0.2895	0.8855	0.9410
0.1133	4.2440	1600	0.9921	0.1266	0.9921	0.9960
0.1133	4.2493	1602	1.0352	0.0225	1.0352	1.0174
0.1133	4.2546	1604	0.9915	0.1266	0.9915	0.9957
0.1133	4.2599	1606	0.9109	0.1750	0.9109	0.9544
0.1133	4.2653	1608	0.8581	0.3662	0.8581	0.9263
0.1133	4.2706	1610	0.8300	0.3662	0.8300	0.9110
0.1133	4.2759	1612	0.8149	0.4167	0.8149	0.9027
0.1133	4.2812	1614	0.8326	0.3143	0.8326	0.9125
0.1133	4.2865	1616	0.8696	0.2609	0.8696	0.9325
0.1133	4.2918	1618	0.8966	0.2609	0.8966	0.9469
0.1133	4.2971	1620	0.9017	0.2609	0.9017	0.9496
0.1133	4.3024	1622	0.8668	0.2609	0.8668	0.9310
0.1133	4.3077	1624	0.8281	0.2609	0.8281	0.9100
0.1133	4.3130	1626	0.7878	0.3143	0.7878	0.8876
0.1133	4.3183	1628	0.7781	0.3143	0.7781	0.8821
0.1133	4.3236	1630	0.7940	0.3143	0.7940	0.8911
0.1133	4.3289	1632	0.8098	0.3143	0.8098	0.8999
0.1133	4.3342	1634	0.8311	0.3143	0.8311	0.9116
0.1133	4.3395	1636	0.8209	0.3333	0.8209	0.9061
0.1133	4.3448	1638	0.8041	0.3200	0.8041	0.8967
0.1133	4.3501	1640	0.8228	0.3200	0.8228	0.9071
0.1133	4.3554	1642	0.8690	0.3014	0.8690	0.9322
0.1133	4.3607	1644	0.9374	0.2597	0.9374	0.9682
0.1133	4.3660	1646	0.9513	0.1266	0.9513	0.9753
0.1133	4.3714	1648	0.9152	0.1266	0.9152	0.9567
0.1133	4.3767	1650	0.9063	0.1538	0.9063	0.9520
0.1133	4.3820	1652	0.9316	0.1039	0.9316	0.9652
0.1133	4.3873	1654	0.8939	0.1039	0.8939	0.9454
0.1133	4.3926	1656	0.8218	0.1538	0.8218	0.9065
0.1133	4.3979	1658	0.7747	0.1892	0.7747	0.8801
0.1133	4.4032	1660	0.7612	0.2609	0.7612	0.8725
0.1133	4.4085	1662	0.7822	0.1892	0.7822	0.8844
0.1133	4.4138	1664	0.7908	0.1892	0.7908	0.8893
0.1133	4.4191	1666	0.7935	0.1600	0.7935	0.8908
0.1133	4.4244	1668	0.7868	0.3836	0.7868	0.8870
0.1133	4.4297	1670	0.7896	0.3200	0.7896	0.8886
0.1133	4.4350	1672	0.7971	0.2597	0.7971	0.8928
0.1133	4.4403	1674	0.7960	0.3684	0.7960	0.8922
0.1133	4.4456	1676	0.8116	0.3836	0.8116	0.9009
0.1133	4.4509	1678	0.8337	0.1000	0.8337	0.9131
0.1133	4.4562	1680	0.8372	0.1266	0.8372	0.9150
0.1133	4.4615	1682	0.8488	0.1266	0.8488	0.9213
0.1133	4.4668	1684	0.8536	0.1266	0.8536	0.9239
0.1133	4.4721	1686	0.8410	0.1000	0.8410	0.9171
0.1133	4.4775	1688	0.8312	0.1600	0.8312	0.9117
0.1133	4.4828	1690	0.8341	0.1600	0.8341	0.9133
0.1133	4.4881	1692	0.8320	0.3333	0.8320	0.9121
0.1133	4.4934	1694	0.8135	0.3333	0.8135	0.9019
0.1133	4.4987	1696	0.8103	0.2817	0.8103	0.9002
0.1133	4.5040	1698	0.7998	0.3143	0.7998	0.8943
0.1133	4.5093	1700	0.7782	0.3143	0.7782	0.8822
0.1133	4.5146	1702	0.7613	0.3836	0.7613	0.8725
0.1133	4.5199	1704	0.7522	0.3836	0.7522	0.8673
0.1133	4.5252	1706	0.7586	0.3836	0.7586	0.8710
0.1133	4.5305	1708	0.7620	0.3836	0.7620	0.8729
0.1133	4.5358	1710	0.7652	0.3836	0.7652	0.8747
0.1133	4.5411	1712	0.7477	0.2105	0.7477	0.8647
0.1133	4.5464	1714	0.7304	0.2597	0.7304	0.8546
0.1133	4.5517	1716	0.7523	0.2105	0.7523	0.8674
0.1133	4.5570	1718	0.7903	0.3836	0.7903	0.8890
0.1133	4.5623	1720	0.7875	0.3836	0.7875	0.8874
0.1133	4.5676	1722	0.7593	0.2105	0.7593	0.8714
0.1133	4.5729	1724	0.7507	0.2105	0.7507	0.8665
0.1133	4.5782	1726	0.7444	0.2105	0.7444	0.8628
0.1133	4.5836	1728	0.7680	0.3836	0.7680	0.8764
0.1133	4.5889	1730	0.7768	0.3143	0.7768	0.8814
0.1133	4.5942	1732	0.7587	0.3143	0.7587	0.8710
0.1133	4.5995	1734	0.7419	0.3333	0.7419	0.8613
0.1133	4.6048	1736	0.7569	0.3143	0.7569	0.8700
0.1133	4.6101	1738	0.8179	0.2941	0.8179	0.9044
0.1133	4.6154	1740	0.8497	0.1667	0.8497	0.9218
0.1133	4.6207	1742	0.8302	0.2941	0.8302	0.9111
0.1133	4.6260	1744	0.7936	0.2817	0.7936	0.8908
0.1133	4.6313	1746	0.7441	0.3514	0.7441	0.8626
0.1133	4.6366	1748	0.7340	0.3200	0.7340	0.8567
0.1133	4.6419	1750	0.7453	0.3200	0.7453	0.8633
0.1133	4.6472	1752	0.7563	0.3200	0.7563	0.8697
0.1133	4.6525	1754	0.7804	0.3014	0.7804	0.8834
0.1133	4.6578	1756	0.7972	0.3143	0.7972	0.8929
0.1133	4.6631	1758	0.7889	0.3143	0.7889	0.8882
0.1133	4.6684	1760	0.7475	0.3143	0.7475	0.8646
0.1133	4.6737	1762	0.7281	0.3143	0.7281	0.8533
0.1133	4.6790	1764	0.7398	0.3143	0.7398	0.8601
0.1133	4.6844	1766	0.7619	0.3478	0.7619	0.8729
0.1133	4.6897	1768	0.7696	0.3478	0.7696	0.8773
0.1133	4.6950	1770	0.7474	0.3478	0.7474	0.8645
0.1133	4.7003	1772	0.7360	0.3143	0.7360	0.8579
0.1133	4.7056	1774	0.7492	0.3143	0.7492	0.8656
0.1133	4.7109	1776	0.7399	0.3514	0.7399	0.8602
0.1133	4.7162	1778	0.7560	0.3200	0.7560	0.8695
0.1133	4.7215	1780	0.7861	0.3200	0.7861	0.8866
0.1133	4.7268	1782	0.8186	0.3200	0.8186	0.9048
0.1133	4.7321	1784	0.8212	0.3200	0.8212	0.9062
0.1133	4.7374	1786	0.8043	0.2105	0.8043	0.8969
0.1133	4.7427	1788	0.8016	0.2105	0.8016	0.8953
0.1133	4.7480	1790	0.8291	0.3014	0.8291	0.9105
0.1133	4.7533	1792	0.8268	0.25	0.8268	0.9093
0.1133	4.7586	1794	0.7840	0.3514	0.7840	0.8854
0.1133	4.7639	1796	0.7628	0.2105	0.7628	0.8734
0.1133	4.7692	1798	0.7564	0.2105	0.7564	0.8697
0.1133	4.7745	1800	0.7549	0.2105	0.7549	0.8689
0.1133	4.7798	1802	0.7722	0.2105	0.7722	0.8788
0.1133	4.7851	1804	0.8240	0.3514	0.8240	0.9077
0.1133	4.7905	1806	0.8464	0.3514	0.8464	0.9200
0.1133	4.7958	1808	0.8393	0.3836	0.8393	0.9162
0.1133	4.8011	1810	0.8088	0.3836	0.8088	0.8993
0.1133	4.8064	1812	0.7842	0.3514	0.7842	0.8855
0.1133	4.8117	1814	0.7558	0.2105	0.7558	0.8694
0.1133	4.8170	1816	0.7483	0.2105	0.7483	0.8650
0.1133	4.8223	1818	0.7554	0.2105	0.7554	0.8692
0.1133	4.8276	1820	0.7457	0.2105	0.7457	0.8635
0.1133	4.8329	1822	0.7546	0.2105	0.7546	0.8687
0.1133	4.8382	1824	0.7849	0.2105	0.7849	0.8859
0.1133	4.8435	1826	0.7988	0.3200	0.7988	0.8938
0.1133	4.8488	1828	0.8153	0.3200	0.8153	0.9029
0.1133	4.8541	1830	0.8057	0.2105	0.8057	0.8976
0.1133	4.8594	1832	0.7951	0.2105	0.7951	0.8917
0.1133	4.8647	1834	0.7896	0.2105	0.7896	0.8886
0.1133	4.8700	1836	0.7958	0.2105	0.7958	0.8921
0.1133	4.8753	1838	0.7977	0.2105	0.7977	0.8931
0.1133	4.8806	1840	0.8081	0.3514	0.8081	0.8989
0.1133	4.8859	1842	0.8223	0.3478	0.8223	0.9068
0.1133	4.8912	1844	0.8032	0.2941	0.8032	0.8962
0.1133	4.8966	1846	0.7552	0.3478	0.7552	0.8690
0.1133	4.9019	1848	0.7235	0.3478	0.7235	0.8506
0.1133	4.9072	1850	0.7131	0.2105	0.7131	0.8444
0.1133	4.9125	1852	0.7341	0.1972	0.7341	0.8568
0.1133	4.9178	1854	0.7626	0.2105	0.7626	0.8732
0.1133	4.9231	1856	0.7878	0.2105	0.7878	0.8876
0.1133	4.9284	1858	0.8099	0.2105	0.8099	0.8999
0.1133	4.9337	1860	0.8314	0.2105	0.8314	0.9118
0.1133	4.9390	1862	0.8524	0.24	0.8524	0.9233
0.1133	4.9443	1864	0.8607	0.24	0.8607	0.9277
0.1133	4.9496	1866	0.8490	0.2105	0.8490	0.9214
0.1133	4.9549	1868	0.8250	0.2105	0.8250	0.9083
0.1133	4.9602	1870	0.8014	0.2105	0.8014	0.8952
0.1133	4.9655	1872	0.7899	0.2105	0.7899	0.8887
0.1133	4.9708	1874	0.7797	0.2105	0.7797	0.8830
0.1133	4.9761	1876	0.7752	0.2105	0.7752	0.8804
0.1133	4.9814	1878	0.7848	0.2105	0.7848	0.8859
0.1133	4.9867	1880	0.7909	0.2703	0.7909	0.8893
0.1133	4.9920	1882	0.8012	0.3014	0.8012	0.8951
0.1133	4.9973	1884	0.7964	0.3014	0.7964	0.8924
0.1133	5.0027	1886	0.7714	0.2105	0.7714	0.8783
0.1133	5.0080	1888	0.7516	0.2105	0.7516	0.8670
0.1133	5.0133	1890	0.7520	0.2105	0.7520	0.8672
0.1133	5.0186	1892	0.7692	0.2785	0.7692	0.8770
0.1133	5.0239	1894	0.7810	0.2857	0.7810	0.8838
0.1133	5.0292	1896	0.7853	0.2597	0.7853	0.8861
0.1133	5.0345	1898	0.7935	0.2105	0.7935	0.8908
0.1133	5.0398	1900	0.8207	0.3514	0.8207	0.9059
0.1133	5.0451	1902	0.8374	0.3333	0.8374	0.9151
0.1133	5.0504	1904	0.8365	0.3333	0.8365	0.9146
0.1133	5.0557	1906	0.8211	0.2192	0.8211	0.9061
0.1133	5.0610	1908	0.8236	0.3333	0.8236	0.9075
0.1133	5.0663	1910	0.8297	0.3662	0.8297	0.9109
0.1133	5.0716	1912	0.8270	0.3662	0.8270	0.9094
0.1133	5.0769	1914	0.8312	0.3662	0.8312	0.9117
0.1133	5.0822	1916	0.8596	0.1892	0.8596	0.9271
0.1133	5.0875	1918	0.8704	0.1892	0.8704	0.9330
0.1133	5.0928	1920	0.8556	0.1892	0.8556	0.9250
0.1133	5.0981	1922	0.8294	0.1892	0.8294	0.9107
0.1133	5.1034	1924	0.8363	0.1892	0.8363	0.9145
0.1133	5.1088	1926	0.8455	0.1892	0.8455	0.9195
0.1133	5.1141	1928	0.8426	0.3143	0.8426	0.9179
0.1133	5.1194	1930	0.8428	0.3333	0.8428	0.9180
0.1133	5.1247	1932	0.8391	0.24	0.8391	0.9160
0.1133	5.1300	1934	0.8396	0.2817	0.8396	0.9163
0.1133	5.1353	1936	0.8331	0.2817	0.8331	0.9127
0.1133	5.1406	1938	0.8283	0.3143	0.8283	0.9101
0.1133	5.1459	1940	0.8104	0.3143	0.8104	0.9002
0.1133	5.1512	1942	0.7780	0.3143	0.7780	0.8821
0.1133	5.1565	1944	0.7394	0.3143	0.7394	0.8599
0.1133	5.1618	1946	0.7295	0.3333	0.7295	0.8541
0.1133	5.1671	1948	0.7368	0.3333	0.7368	0.8584
0.1133	5.1724	1950	0.7614	0.3478	0.7614	0.8726
0.1133	5.1777	1952	0.8072	0.2941	0.8072	0.8985
0.1133	5.1830	1954	0.8700	0.1667	0.8700	0.9327
0.1133	5.1883	1956	0.8859	0.1667	0.8859	0.9412
0.1133	5.1936	1958	0.8670	0.2192	0.8670	0.9311
0.1133	5.1989	1960	0.8414	0.2703	0.8414	0.9173
0.1133	5.2042	1962	0.8296	0.3478	0.8296	0.9108
0.1133	5.2095	1964	0.8206	0.4	0.8206	0.9059
0.1133	5.2149	1966	0.8098	0.2941	0.8098	0.8999
0.1133	5.2202	1968	0.7820	0.2941	0.7820	0.8843
0.1133	5.2255	1970	0.7505	0.2941	0.7505	0.8663
0.1133	5.2308	1972	0.7437	0.3478	0.7437	0.8624
0.1133	5.2361	1974	0.7403	0.3662	0.7403	0.8604
0.1133	5.2414	1976	0.7376	0.3333	0.7376	0.8588
0.1133	5.2467	1978	0.7406	0.3333	0.7406	0.8606
0.1133	5.2520	1980	0.7567	0.3333	0.7567	0.8699
0.1133	5.2573	1982	0.7731	0.3333	0.7731	0.8793
0.1133	5.2626	1984	0.7955	0.3333	0.7955	0.8919
0.1133	5.2679	1986	0.8096	0.3333	0.8096	0.8998
0.1133	5.2732	1988	0.8241	0.2895	0.8241	0.9078
0.1133	5.2785	1990	0.8212	0.3077	0.8212	0.9062
0.1133	5.2838	1992	0.8263	0.3077	0.8263	0.9090
0.1133	5.2891	1994	0.8418	0.24	0.8418	0.9175
0.1133	5.2944	1996	0.8238	0.3377	0.8238	0.9076
0.1133	5.2997	1998	0.8017	0.3377	0.8017	0.8954
0.0835	5.3050	2000	0.7968	0.4167	0.7968	0.8926
0.0835	5.3103	2002	0.8123	0.2895	0.8123	0.9013
0.0835	5.3156	2004	0.8284	0.24	0.8284	0.9102
0.0835	5.3210	2006	0.8331	0.3377	0.8331	0.9127
0.0835	5.3263	2008	0.8230	0.3514	0.8230	0.9072
0.0835	5.3316	2010	0.8292	0.3514	0.8292	0.9106
0.0835	5.3369	2012	0.8244	0.3836	0.8244	0.9080
0.0835	5.3422	2014	0.8078	0.24	0.8078	0.8988
0.0835	5.3475	2016	0.8032	0.2703	0.8032	0.8962
0.0835	5.3528	2018	0.7938	0.2703	0.7938	0.8910
0.0835	5.3581	2020	0.7992	0.2703	0.7992	0.8940
0.0835	5.3634	2022	0.8287	0.3662	0.8287	0.9103
0.0835	5.3687	2024	0.8379	0.24	0.8379	0.9154
0.0835	5.3740	2026	0.8363	0.24	0.8363	0.9145
0.0835	5.3793	2028	0.8323	0.2703	0.8323	0.9123
0.0835	5.3846	2030	0.8409	0.2192	0.8409	0.9170
0.0835	5.3899	2032	0.8385	0.2192	0.8385	0.9157
0.0835	5.3952	2034	0.8372	0.2192	0.8372	0.9150
0.0835	5.4005	2036	0.8220	0.2703	0.8220	0.9067
0.0835	5.4058	2038	0.8092	0.3662	0.8092	0.8996
0.0835	5.4111	2040	0.7776	0.3662	0.7776	0.8818
0.0835	5.4164	2042	0.7533	0.3836	0.7533	0.8679
0.0835	5.4218	2044	0.7488	0.3836	0.7488	0.8654
0.0835	5.4271	2046	0.7613	0.3836	0.7613	0.8725
0.0835	5.4324	2048	0.7735	0.4167	0.7735	0.8795
0.0835	5.4377	2050	0.7735	0.3662	0.7735	0.8795
0.0835	5.4430	2052	0.7933	0.3662	0.7933	0.8907
0.0835	5.4483	2054	0.8086	0.2895	0.8086	0.8992
0.0835	5.4536	2056	0.8306	0.2895	0.8306	0.9114
0.0835	5.4589	2058	0.8315	0.2895	0.8315	0.9119
0.0835	5.4642	2060	0.8114	0.3377	0.8114	0.9008
0.0835	5.4695	2062	0.8004	0.3377	0.8004	0.8947
0.0835	5.4748	2064	0.7948	0.3377	0.7948	0.8915
0.0835	5.4801	2066	0.7912	0.3077	0.7912	0.8895
0.0835	5.4854	2068	0.7887	0.3250	0.7887	0.8881
0.0835	5.4907	2070	0.8022	0.3077	0.8022	0.8956
0.0835	5.4960	2072	0.8078	0.3377	0.8078	0.8988
0.0835	5.5013	2074	0.8115	0.2895	0.8115	0.9009
0.0835	5.5066	2076	0.8169	0.2895	0.8169	0.9038
0.0835	5.5119	2078	0.8104	0.2895	0.8104	0.9002
0.0835	5.5172	2080	0.8062	0.2895	0.8062	0.8979
0.0835	5.5225	2082	0.8120	0.3200	0.8120	0.9011
0.0835	5.5279	2084	0.8050	0.3200	0.8050	0.8972
0.0835	5.5332	2086	0.7945	0.4	0.7945	0.8914
0.0835	5.5385	2088	0.7983	0.3200	0.7983	0.8935
0.0835	5.5438	2090	0.8245	0.2703	0.8245	0.9080
0.0835	5.5491	2092	0.8457	0.2192	0.8457	0.9196
0.0835	5.5544	2094	0.8587	0.1667	0.8587	0.9266
0.0835	5.5597	2096	0.8229	0.1667	0.8229	0.9071
0.0835	5.5650	2098	0.7810	0.3478	0.7810	0.8838
0.0835	5.5703	2100	0.7584	0.3478	0.7584	0.8709
0.0835	5.5756	2102	0.7661	0.4	0.7661	0.8752
0.0835	5.5809	2104	0.7687	0.4	0.7687	0.8768
0.0835	5.5862	2106	0.7648	0.3333	0.7648	0.8745
0.0835	5.5915	2108	0.7668	0.3014	0.7667	0.8756
0.0835	5.5968	2110	0.7814	0.1892	0.7814	0.8840
0.0835	5.6021	2112	0.8095	0.1600	0.8095	0.8997
0.0835	5.6074	2114	0.8281	0.2105	0.8281	0.9100
0.0835	5.6127	2116	0.8513	0.2105	0.8513	0.9227
0.0835	5.6180	2118	0.8605	0.2105	0.8605	0.9276
0.0835	5.6233	2120	0.8526	0.2105	0.8526	0.9234
0.0835	5.6286	2122	0.8351	0.1600	0.8351	0.9138
0.0835	5.6340	2124	0.8234	0.3333	0.8234	0.9074
0.0835	5.6393	2126	0.8280	0.3200	0.8280	0.9100
0.0835	5.6446	2128	0.8149	0.3200	0.8149	0.9027
0.0835	5.6499	2130	0.7803	0.4	0.7803	0.8834
0.0835	5.6552	2132	0.7472	0.2192	0.7472	0.8644
0.0835	5.6605	2134	0.7365	0.1892	0.7365	0.8582
0.0835	5.6658	2136	0.7369	0.1600	0.7369	0.8584
0.0835	5.6711	2138	0.7454	0.2105	0.7454	0.8633
0.0835	5.6764	2140	0.7594	0.2105	0.7594	0.8714
0.0835	5.6817	2142	0.7721	0.1892	0.7721	0.8787
0.0835	5.6870	2144	0.8019	0.2192	0.8019	0.8955
0.0835	5.6923	2146	0.8356	0.2192	0.8356	0.9141
0.0835	5.6976	2148	0.8428	0.1892	0.8428	0.9180
0.0835	5.7029	2150	0.8343	0.2105	0.8343	0.9134
0.0835	5.7082	2152	0.8269	0.2597	0.8269	0.9093
0.0835	5.7135	2154	0.8330	0.2597	0.8330	0.9127
0.0835	5.7188	2156	0.8253	0.2597	0.8253	0.9085
0.0835	5.7241	2158	0.8070	0.2597	0.8070	0.8983
0.0835	5.7294	2160	0.8033	0.2105	0.8033	0.8963
0.0835	5.7347	2162	0.8306	0.3662	0.8306	0.9114
0.0835	5.7401	2164	0.8764	0.2388	0.8764	0.9362
0.0835	5.7454	2166	0.8909	0.2388	0.8909	0.9439
0.0835	5.7507	2168	0.8680	0.2388	0.8680	0.9317
0.0835	5.7560	2170	0.8376	0.2388	0.8376	0.9152
0.0835	5.7613	2172	0.8060	0.2941	0.8060	0.8978
0.0835	5.7666	2174	0.7845	0.2609	0.7845	0.8857
0.0835	5.7719	2176	0.7739	0.3662	0.7739	0.8797
0.0835	5.7772	2178	0.7822	0.25	0.7822	0.8844
0.0835	5.7825	2180	0.8017	0.3662	0.8017	0.8954
0.0835	5.7878	2182	0.8314	0.3662	0.8314	0.9118
0.0835	5.7931	2184	0.8734	0.3143	0.8734	0.9346
0.0835	5.7984	2186	0.8943	0.2895	0.8943	0.9457
0.0835	5.8037	2188	0.9171	0.3377	0.9171	0.9576
0.0835	5.8090	2190	0.9348	0.2895	0.9348	0.9669
0.0835	5.8143	2192	0.9584	0.1266	0.9584	0.9790
0.0835	5.8196	2194	0.9528	0.1266	0.9528	0.9761
0.0835	5.8249	2196	0.9554	0.0	0.9554	0.9774
0.0835	5.8302	2198	0.9535	0.0	0.9535	0.9765
0.0835	5.8355	2200	0.9341	0.1266	0.9341	0.9665
0.0835	5.8408	2202	0.8936	0.1266	0.8936	0.9453
0.0835	5.8462	2204	0.8626	0.2609	0.8626	0.9288
0.0835	5.8515	2206	0.8441	0.2609	0.8441	0.9188
0.0835	5.8568	2208	0.8505	0.2609	0.8505	0.9222
0.0835	5.8621	2210	0.8721	0.2609	0.8721	0.9339
0.0835	5.8674	2212	0.8868	0.2609	0.8868	0.9417
0.0835	5.8727	2214	0.8980	0.2609	0.8980	0.9476
0.0835	5.8780	2216	0.9060	0.2609	0.9060	0.9519
0.0835	5.8833	2218	0.9133	0.2609	0.9133	0.9557
0.0835	5.8886	2220	0.9123	0.2609	0.9123	0.9551
0.0835	5.8939	2222	0.9033	0.2609	0.9033	0.9504
0.0835	5.8992	2224	0.9033	0.2609	0.9033	0.9504
0.0835	5.9045	2226	0.8862	0.2609	0.8862	0.9414
0.0835	5.9098	2228	0.8586	0.2609	0.8586	0.9266
0.0835	5.9151	2230	0.8524	0.2609	0.8524	0.9233
0.0835	5.9204	2232	0.8543	0.2609	0.8543	0.9243
0.0835	5.9257	2234	0.8766	0.2609	0.8766	0.9363
0.0835	5.9310	2236	0.9081	0.2941	0.9081	0.9529
0.0835	5.9363	2238	0.9144	0.2941	0.9144	0.9562
0.0835	5.9416	2240	0.9162	0.2941	0.9162	0.9572
0.0835	5.9469	2242	0.8896	0.2609	0.8896	0.9432
0.0835	5.9523	2244	0.8851	0.2609	0.8851	0.9408
0.0835	5.9576	2246	0.8968	0.2609	0.8968	0.9470
0.0835	5.9629	2248	0.8961	0.3143	0.8961	0.9466
0.0835	5.9682	2250	0.9023	0.3143	0.9023	0.9499
0.0835	5.9735	2252	0.9003	0.2895	0.9003	0.9488
0.0835	5.9788	2254	0.8827	0.25	0.8827	0.9395
0.0835	5.9841	2256	0.8667	0.2703	0.8667	0.9310
0.0835	5.9894	2258	0.8644	0.2703	0.8644	0.9297
0.0835	5.9947	2260	0.8799	0.2703	0.8799	0.9380
0.0835	6.0	2262	0.9255	0.2895	0.9255	0.9620
0.0835	6.0053	2264	0.9573	0.1750	0.9573	0.9784
0.0835	6.0106	2266	0.9483	0.24	0.9483	0.9738
0.0835	6.0159	2268	0.9173	0.1538	0.9173	0.9578
0.0835	6.0212	2270	0.8766	0.2703	0.8766	0.9362
0.0835	6.0265	2272	0.8604	0.2192	0.8604	0.9276
0.0835	6.0318	2274	0.8592	0.3143	0.8592	0.9269
0.0835	6.0371	2276	0.8586	0.3143	0.8586	0.9266
0.0835	6.0424	2278	0.8573	0.3143	0.8573	0.9259
0.0835	6.0477	2280	0.8670	0.3143	0.8670	0.9311
0.0835	6.0531	2282	0.8611	0.3143	0.8611	0.9280
0.0835	6.0584	2284	0.8428	0.2192	0.8428	0.9180
0.0835	6.0637	2286	0.8335	0.2703	0.8335	0.9130
0.0835	6.0690	2288	0.8456	0.2703	0.8456	0.9196
0.0835	6.0743	2290	0.8801	0.2192	0.8801	0.9382
0.0835	6.0796	2292	0.9240	0.3662	0.9240	0.9613
0.0835	6.0849	2294	0.9416	0.24	0.9416	0.9703
0.0835	6.0902	2296	0.9346	0.3143	0.9346	0.9668
0.0835	6.0955	2298	0.9056	0.2192	0.9056	0.9516
0.0835	6.1008	2300	0.8870	0.24	0.8870	0.9418
0.0835	6.1061	2302	0.8802	0.24	0.8802	0.9382
0.0835	6.1114	2304	0.8749	0.2192	0.8749	0.9354
0.0835	6.1167	2306	0.8775	0.3662	0.8775	0.9368
0.0835	6.1220	2308	0.9078	0.24	0.9078	0.9528
0.0835	6.1273	2310	0.9581	0.0	0.9581	0.9788
0.0835	6.1326	2312	1.0047	0.0	1.0047	1.0024
0.0835	6.1379	2314	1.0029	0.0	1.0029	1.0015
0.0835	6.1432	2316	0.9555	0.1266	0.9555	0.9775
0.0835	6.1485	2318	0.8936	0.3143	0.8936	0.9453
0.0835	6.1538	2320	0.8577	0.25	0.8577	0.9261
0.0835	6.1592	2322	0.8514	0.24	0.8514	0.9227
0.0835	6.1645	2324	0.8641	0.1892	0.8641	0.9296
0.0835	6.1698	2326	0.8912	0.1892	0.8912	0.9440
0.0835	6.1751	2328	0.9235	0.2192	0.9235	0.9610
0.0835	6.1804	2330	0.9335	0.25	0.9335	0.9662
0.0835	6.1857	2332	0.9476	0.3662	0.9476	0.9734
0.0835	6.1910	2334	0.9440	0.2192	0.9440	0.9716
0.0835	6.1963	2336	0.9325	0.2192	0.9325	0.9656
0.0835	6.2016	2338	0.9140	0.2192	0.9140	0.9560
0.0835	6.2069	2340	0.8965	0.3662	0.8965	0.9468
0.0835	6.2122	2342	0.8726	0.1892	0.8726	0.9341
0.0835	6.2175	2344	0.8666	0.24	0.8666	0.9309
0.0835	6.2228	2346	0.8772	0.1892	0.8772	0.9366
0.0835	6.2281	2348	0.8928	0.3662	0.8928	0.9449
0.0835	6.2334	2350	0.9137	0.3143	0.9137	0.9559
0.0835	6.2387	2352	0.9258	0.2609	0.9258	0.9622
0.0835	6.2440	2354	0.9129	0.2609	0.9129	0.9555
0.0835	6.2493	2356	0.8752	0.3143	0.8752	0.9355
0.0835	6.2546	2358	0.8425	0.3662	0.8425	0.9179
0.0835	6.2599	2360	0.8269	0.2192	0.8269	0.9093
0.0835	6.2653	2362	0.8307	0.3662	0.8307	0.9114
0.0835	6.2706	2364	0.8489	0.3662	0.8489	0.9213
0.0835	6.2759	2366	0.8846	0.3143	0.8846	0.9405
0.0835	6.2812	2368	0.9015	0.2895	0.9015	0.9495
0.0835	6.2865	2370	0.8924	0.2895	0.8924	0.9447
0.0835	6.2918	2372	0.8617	0.3662	0.8617	0.9283
0.0835	6.2971	2374	0.8224	0.1892	0.8224	0.9069
0.0835	6.3024	2376	0.8069	0.2105	0.8069	0.8983
0.0835	6.3077	2378	0.8124	0.2105	0.8124	0.9013
0.0835	6.3130	2380	0.8327	0.2105	0.8327	0.9125
0.0835	6.3183	2382	0.8602	0.24	0.8602	0.9275
0.0835	6.3236	2384	0.9129	0.2895	0.9129	0.9555
0.0835	6.3289	2386	0.9539	0.1750	0.9539	0.9767
0.0835	6.3342	2388	0.9646	0.1750	0.9646	0.9822
0.0835	6.3395	2390	0.9395	0.1750	0.9395	0.9693
0.0835	6.3448	2392	0.8868	0.2895	0.8868	0.9417
0.0835	6.3501	2394	0.8450	0.2192	0.8450	0.9192
0.0835	6.3554	2396	0.8310	0.2703	0.8310	0.9116
0.0835	6.3607	2398	0.8291	0.2192	0.8291	0.9105
0.0835	6.3660	2400	0.8403	0.2895	0.8403	0.9167
0.0835	6.3714	2402	0.8628	0.2895	0.8628	0.9289
0.0835	6.3767	2404	0.8834	0.24	0.8834	0.9399
0.0835	6.3820	2406	0.9061	0.1892	0.9061	0.9519
0.0835	6.3873	2408	0.9243	0.1892	0.9243	0.9614
0.0835	6.3926	2410	0.9061	0.1892	0.9061	0.9519
0.0835	6.3979	2412	0.8929	0.1892	0.8929	0.9449
0.0835	6.4032	2414	0.8553	0.2895	0.8553	0.9248
0.0835	6.4085	2416	0.8231	0.3662	0.8231	0.9072
0.0835	6.4138	2418	0.8075	0.3662	0.8075	0.8986
0.0835	6.4191	2420	0.8115	0.3662	0.8115	0.9008
0.0835	6.4244	2422	0.8112	0.3662	0.8112	0.9007
0.0835	6.4297	2424	0.8234	0.3662	0.8234	0.9074
0.0835	6.4350	2426	0.8527	0.1892	0.8527	0.9234
0.0835	6.4403	2428	0.8927	0.1892	0.8927	0.9448
0.0835	6.4456	2430	0.9089	0.1892	0.9089	0.9534
0.0835	6.4509	2432	0.9137	0.2895	0.9137	0.9559
0.0835	6.4562	2434	0.9181	0.24	0.9181	0.9582
0.0835	6.4615	2436	0.9178	0.24	0.9178	0.9580
0.0835	6.4668	2438	0.9185	0.24	0.9185	0.9584
0.0835	6.4721	2440	0.9147	0.24	0.9147	0.9564
0.0835	6.4775	2442	0.8958	0.3662	0.8958	0.9464
0.0835	6.4828	2444	0.8703	0.3662	0.8703	0.9329
0.0835	6.4881	2446	0.8567	0.4167	0.8567	0.9256
0.0835	6.4934	2448	0.8536	0.3143	0.8536	0.9239
0.0835	6.4987	2450	0.8750	0.3143	0.8750	0.9354
0.0835	6.5040	2452	0.9024	0.1892	0.9024	0.9500
0.0835	6.5093	2454	0.9253	0.0506	0.9253	0.9619
0.0835	6.5146	2456	0.9386	0.0769	0.9386	0.9688
0.0835	6.5199	2458	0.9283	0.0769	0.9283	0.9635
0.0835	6.5252	2460	0.9093	0.0506	0.9093	0.9536
0.0835	6.5305	2462	0.8749	0.2609	0.8749	0.9354
0.0835	6.5358	2464	0.8517	0.2609	0.8517	0.9229
0.0835	6.5411	2466	0.8591	0.2609	0.8591	0.9269
0.0835	6.5464	2468	0.8601	0.2609	0.8601	0.9274
0.0835	6.5517	2470	0.8602	0.3143	0.8602	0.9275

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

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 16, 2024
Updated: Nov 16, 2024