Arabic_FineTuningAraBERT_AugV4_k25_task3_organization_fold0

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k25_task3_organization_fold0

Arabic_FineTuningAraBERT_AugV4_k25_task3_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 13, 2024
Updated: Nov 20, 2024
SHA: a36f13d3

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4_k25_task3_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: 0.9624
Qwk: 0.0
Mse: 0.9624
Rmse: 0.9810

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	0.0032	2	4.1084	0.0	4.1084	2.0269
No log	0.0063	4	2.1641	0.0	2.1641	1.4711
No log	0.0095	6	1.0265	0.0320	1.0265	1.0132
No log	0.0127	8	0.8423	0.0	0.8423	0.9178
No log	0.0158	10	0.9386	-0.0593	0.9386	0.9688
No log	0.0190	12	0.9137	-0.0185	0.9137	0.9559
No log	0.0222	14	0.9293	0.0	0.9293	0.9640
No log	0.0254	16	0.8749	0.0	0.8749	0.9354
No log	0.0285	18	0.9058	0.0	0.9058	0.9517
No log	0.0317	20	0.9166	0.0	0.9166	0.9574
No log	0.0349	22	0.9235	0.0	0.9235	0.9610
No log	0.0380	24	1.0640	-0.2222	1.0640	1.0315
No log	0.0412	26	1.3300	0.0	1.3300	1.1532
No log	0.0444	28	1.2060	0.0	1.2060	1.0982
No log	0.0475	30	1.0835	0.0	1.0835	1.0409
No log	0.0507	32	0.8686	0.0	0.8686	0.9320
No log	0.0539	34	0.8402	0.0	0.8402	0.9166
No log	0.0571	36	0.9910	0.0833	0.9910	0.9955
No log	0.0602	38	1.2313	0.0	1.2313	1.1096
No log	0.0634	40	1.1973	0.0	1.1973	1.0942
No log	0.0666	42	0.9008	0.1538	0.9008	0.9491
No log	0.0697	44	0.8128	0.0	0.8128	0.9015
No log	0.0729	46	0.8766	0.1538	0.8766	0.9363
No log	0.0761	48	0.8624	0.1852	0.8624	0.9287
No log	0.0792	50	0.8571	0.1852	0.8571	0.9258
No log	0.0824	52	0.8053	0.0	0.8053	0.8974
No log	0.0856	54	0.8221	0.1852	0.8221	0.9067
No log	0.0887	56	0.9697	0.0833	0.9697	0.9847
No log	0.0919	58	1.2534	0.0	1.2534	1.1196
No log	0.0951	60	1.1957	0.0	1.1957	1.0935
No log	0.0983	62	0.8814	0.3016	0.8814	0.9388
No log	0.1014	64	0.7358	0.0	0.7358	0.8578
No log	0.1046	66	0.8309	-0.0185	0.8309	0.9115
No log	0.1078	68	0.9452	0.1852	0.9452	0.9722
No log	0.1109	70	1.0208	-0.2222	1.0208	1.0103
No log	0.1141	72	1.2238	0.0	1.2238	1.1063
No log	0.1173	74	0.8759	0.1037	0.8759	0.9359
No log	0.1204	76	0.8278	0.1270	0.8278	0.9098
No log	0.1236	78	0.7181	0.1538	0.7181	0.8474
No log	0.1268	80	0.6773	0.0	0.6773	0.8230
No log	0.1300	82	0.6898	0.1852	0.6898	0.8306
No log	0.1331	84	0.8681	0.2361	0.8681	0.9317
No log	0.1363	86	1.1641	0.0	1.1641	1.0789
No log	0.1395	88	1.2933	0.0	1.2933	1.1373
No log	0.1426	90	1.5286	0.0	1.5286	1.2364
No log	0.1458	92	1.4859	0.0	1.4859	1.2190
No log	0.1490	94	1.1723	0.0	1.1723	1.0827
No log	0.1521	96	0.8424	0.3889	0.8424	0.9178
No log	0.1553	98	0.6901	0.1852	0.6901	0.8307
No log	0.1585	100	0.7285	0.3016	0.7285	0.8535
No log	0.1616	102	0.9566	0.2924	0.9566	0.9780
No log	0.1648	104	1.3186	0.0	1.3186	1.1483
No log	0.1680	106	1.5237	0.0	1.5237	1.2344
No log	0.1712	108	1.4622	0.0	1.4622	1.2092
No log	0.1743	110	1.1696	0.1270	1.1696	1.0815
No log	0.1775	112	0.9289	0.2667	0.9289	0.9638
No log	0.1807	114	1.0849	0.1270	1.0849	1.0416
No log	0.1838	116	1.6700	0.0	1.6700	1.2923
No log	0.1870	118	1.8231	0.0	1.8231	1.3502
No log	0.1902	120	1.2715	0.0351	1.2715	1.1276
No log	0.1933	122	1.2441	0.0351	1.2441	1.1154
No log	0.1965	124	1.4980	0.0	1.4980	1.2239
No log	0.1997	126	1.3921	0.0	1.3921	1.1799
No log	0.2029	128	1.1668	0.1270	1.1668	1.0802
No log	0.2060	130	0.9039	0.1852	0.9039	0.9507
No log	0.2092	132	0.9142	0.1852	0.9142	0.9561
No log	0.2124	134	0.8986	-0.0593	0.8986	0.9479
No log	0.2155	136	1.0230	0.1852	1.0230	1.0114
No log	0.2187	138	1.3001	0.0	1.3001	1.1402
No log	0.2219	140	1.0200	0.0351	1.0200	1.0099
No log	0.2250	142	0.7317	0.1852	0.7317	0.8554
No log	0.2282	144	0.7575	0.1852	0.7575	0.8703
No log	0.2314	146	0.9180	0.1037	0.9180	0.9581
No log	0.2345	148	1.2773	0.0	1.2773	1.1302
No log	0.2377	150	1.5940	0.0	1.5940	1.2626
No log	0.2409	152	1.5686	0.0	1.5686	1.2524
No log	0.2441	154	1.1290	0.0351	1.1290	1.0625
No log	0.2472	156	1.2966	0.1444	1.2966	1.1387
No log	0.2504	158	1.5426	0.0	1.5426	1.2420
No log	0.2536	160	1.4661	0.0	1.4661	1.2108
No log	0.2567	162	1.3971	0.0	1.3971	1.1820
No log	0.2599	164	1.2210	0.1270	1.2210	1.1050
No log	0.2631	166	1.1732	0.1270	1.1732	1.0831
No log	0.2662	168	1.1983	0.0	1.1983	1.0947
No log	0.2694	170	1.3033	0.0	1.3033	1.1416
No log	0.2726	172	1.3238	0.0	1.3238	1.1506
No log	0.2758	174	1.1444	0.0	1.1444	1.0698
No log	0.2789	176	1.2063	0.0	1.2063	1.0983
No log	0.2821	178	1.2901	0.1270	1.2901	1.1358
No log	0.2853	180	1.2431	0.1444	1.2431	1.1150
No log	0.2884	182	1.5886	0.1270	1.5886	1.2604
No log	0.2916	184	2.3938	0.0692	2.3938	1.5472
No log	0.2948	186	2.5413	0.0550	2.5413	1.5941
No log	0.2979	188	1.9677	0.0	1.9677	1.4028
No log	0.3011	190	1.1156	0.1444	1.1156	1.0562
No log	0.3043	192	0.8596	-0.0593	0.8596	0.9271
No log	0.3074	194	0.8743	0.1852	0.8743	0.9351
No log	0.3106	196	1.1041	0.1444	1.1041	1.0508
No log	0.3138	198	1.5547	0.0	1.5547	1.2469
No log	0.3170	200	1.7396	0.0	1.7396	1.3190
No log	0.3201	202	1.5533	0.0	1.5533	1.2463
No log	0.3233	204	1.1978	0.1270	1.1978	1.0945
No log	0.3265	206	1.1126	0.1444	1.1126	1.0548
No log	0.3296	208	1.1135	0.1444	1.1135	1.0552
No log	0.3328	210	1.2034	0.1444	1.2034	1.0970
No log	0.3360	212	1.3866	0.0	1.3866	1.1775
No log	0.3391	214	1.2098	0.1444	1.2098	1.0999
No log	0.3423	216	1.2164	0.1444	1.2164	1.1029
No log	0.3455	218	1.0856	0.2924	1.0856	1.0419
No log	0.3487	220	1.1068	0.2924	1.1068	1.0520
No log	0.3518	222	1.3466	0.1444	1.3466	1.1604
No log	0.3550	224	1.4224	0.0	1.4224	1.1926
No log	0.3582	226	1.5002	0.0	1.5002	1.2248
No log	0.3613	228	1.4202	0.0106	1.4202	1.1917
No log	0.3645	230	1.2454	0.1444	1.2454	1.1160
No log	0.3677	232	1.0582	-0.0694	1.0582	1.0287
No log	0.3708	234	1.1638	0.1444	1.1638	1.0788
No log	0.3740	236	1.2828	0.0	1.2828	1.1326
No log	0.3772	238	1.1956	0.0106	1.1956	1.0935
No log	0.3803	240	1.1592	0.1444	1.1592	1.0767
No log	0.3835	242	1.1979	0.0	1.1979	1.0945
No log	0.3867	244	1.2400	0.0106	1.2400	1.1136
No log	0.3899	246	1.3239	0.0106	1.3239	1.1506
No log	0.3930	248	1.3106	0.1444	1.3106	1.1448
No log	0.3962	250	1.3413	0.1444	1.3413	1.1581
No log	0.3994	252	1.7350	0.0873	1.7350	1.3172
No log	0.4025	254	1.6144	0.0873	1.6144	1.2706
No log	0.4057	256	1.1769	0.1444	1.1769	1.0849
No log	0.4089	258	1.1462	0.1444	1.1462	1.0706
No log	0.4120	260	1.5784	0.0106	1.5784	1.2564
No log	0.4152	262	1.6676	0.0	1.6676	1.2913
No log	0.4184	264	1.3209	0.1444	1.3209	1.1493
No log	0.4216	266	1.1313	0.1444	1.1313	1.0636
No log	0.4247	268	1.2172	0.1270	1.2172	1.1033
No log	0.4279	270	1.3035	0.0	1.3035	1.1417
No log	0.4311	272	1.4520	0.0	1.4520	1.2050
No log	0.4342	274	1.5119	0.0	1.5119	1.2296
No log	0.4374	276	1.3586	0.0	1.3586	1.1656
No log	0.4406	278	1.1342	0.1444	1.1342	1.0650
No log	0.4437	280	0.9149	0.3210	0.9149	0.9565
No log	0.4469	282	1.0646	0.1444	1.0646	1.0318
No log	0.4501	284	1.2708	0.1444	1.2708	1.1273
No log	0.4532	286	1.3134	0.1444	1.3134	1.1460
No log	0.4564	288	1.3886	0.1270	1.3886	1.1784
No log	0.4596	290	1.1775	0.1444	1.1775	1.0851
No log	0.4628	292	1.0247	0.3210	1.0247	1.0123
No log	0.4659	294	1.1485	0.1444	1.1485	1.0717
No log	0.4691	296	1.4141	0.0	1.4141	1.1892
No log	0.4723	298	1.3841	0.0	1.3841	1.1765
No log	0.4754	300	1.1214	0.1444	1.1214	1.0590
No log	0.4786	302	0.8527	0.0654	0.8527	0.9234
No log	0.4818	304	0.8358	0.0833	0.8358	0.9142
No log	0.4849	306	0.9112	0.0654	0.9112	0.9546
No log	0.4881	308	0.9002	0.0654	0.9002	0.9488
No log	0.4913	310	1.0009	0.1637	1.0009	1.0005
No log	0.4945	312	1.3635	0.1270	1.3635	1.1677
No log	0.4976	314	1.5876	0.0	1.5876	1.2600
No log	0.5008	316	1.4174	0.1444	1.4174	1.1906
No log	0.5040	318	1.4060	0.1444	1.4060	1.1857
No log	0.5071	320	1.4835	0.1444	1.4835	1.2180
No log	0.5103	322	1.6519	0.0	1.6519	1.2853
No log	0.5135	324	1.6492	0.0	1.6492	1.2842
No log	0.5166	326	1.4082	0.0	1.4082	1.1867
No log	0.5198	328	1.0066	0.1444	1.0066	1.0033
No log	0.5230	330	0.9466	0.1444	0.9466	0.9729
No log	0.5261	332	1.0928	0.1444	1.0928	1.0454
No log	0.5293	334	1.1467	0.1444	1.1467	1.0708
No log	0.5325	336	1.0678	0.1444	1.0678	1.0334
No log	0.5357	338	1.1539	0.1444	1.1539	1.0742
No log	0.5388	340	0.9272	0.1444	0.9272	0.9629
No log	0.5420	342	0.8774	0.1637	0.8774	0.9367
No log	0.5452	344	1.0804	0.1444	1.0804	1.0394
No log	0.5483	346	1.3151	0.1270	1.3151	1.1468
No log	0.5515	348	1.2196	0.1444	1.2196	1.1044
No log	0.5547	350	0.8585	0.1852	0.8585	0.9266
No log	0.5578	352	0.7296	0.3529	0.7296	0.8542
No log	0.5610	354	0.9086	0.1444	0.9086	0.9532
No log	0.5642	356	1.0009	0.1444	1.0009	1.0004
No log	0.5674	358	1.2763	0.1444	1.2763	1.1297
No log	0.5705	360	1.4340	0.0	1.4340	1.1975
No log	0.5737	362	1.2020	0.1444	1.2020	1.0964
No log	0.5769	364	0.9424	0.1444	0.9424	0.9708
No log	0.5800	366	1.0266	0.1444	1.0266	1.0132
No log	0.5832	368	1.3050	0.0106	1.3050	1.1424
No log	0.5864	370	1.3679	0.0106	1.3679	1.1696
No log	0.5895	372	1.2244	0.1444	1.2244	1.1065
No log	0.5927	374	1.0642	0.1444	1.0642	1.0316
No log	0.5959	376	1.0756	0.1444	1.0756	1.0371
No log	0.5990	378	1.0342	0.1444	1.0342	1.0170
No log	0.6022	380	1.2830	0.1444	1.2830	1.1327
No log	0.6054	382	1.2260	0.1444	1.2260	1.1072
No log	0.6086	384	0.8843	0.1637	0.8843	0.9404
No log	0.6117	386	0.7799	0.3529	0.7799	0.8831
No log	0.6149	388	0.9141	0.1637	0.9141	0.9561
No log	0.6181	390	1.4551	0.1444	1.4551	1.2063
No log	0.6212	392	1.7524	0.2000	1.7524	1.3238
No log	0.6244	394	1.5574	0.1444	1.5574	1.2479
No log	0.6276	396	1.0593	0.1444	1.0593	1.0292
No log	0.6307	398	0.8184	0.3529	0.8184	0.9047
No log	0.6339	400	0.9032	0.1444	0.9032	0.9504
No log	0.6371	402	1.0899	0.1444	1.0899	1.0440
No log	0.6403	404	1.5147	0.0	1.5147	1.2307
No log	0.6434	406	1.8308	0.0	1.8308	1.3531
No log	0.6466	408	1.6763	0.0	1.6763	1.2947
No log	0.6498	410	1.2637	0.0	1.2637	1.1241
No log	0.6529	412	0.8809	0.3529	0.8809	0.9386
No log	0.6561	414	0.6587	0.1852	0.6587	0.8116
No log	0.6593	416	0.6757	0.0179	0.6757	0.8220
No log	0.6624	418	0.7037	0.2080	0.7037	0.8389
No log	0.6656	420	0.7188	0.2878	0.7188	0.8478
No log	0.6688	422	0.8662	0.1637	0.8662	0.9307
No log	0.6719	424	1.1709	0.0	1.1709	1.0821
No log	0.6751	426	1.3649	0.0	1.3649	1.1683
No log	0.6783	428	1.2669	0.1444	1.2669	1.1256
No log	0.6815	430	0.9320	-0.2222	0.9320	0.9654
No log	0.6846	432	0.8653	-0.0288	0.8653	0.9302
No log	0.6878	434	0.8669	-0.0476	0.8669	0.9311
No log	0.6910	436	0.9654	-0.0864	0.9654	0.9826
No log	0.6941	438	1.0970	0.1444	1.0970	1.0474
No log	0.6973	440	1.0504	0.1444	1.0504	1.0249
No log	0.7005	442	0.8294	0.1852	0.8294	0.9107
No log	0.7036	444	0.7487	0.2568	0.7487	0.8653
No log	0.7068	446	0.8253	0.3529	0.8253	0.9084
No log	0.7100	448	1.1051	0.1444	1.1051	1.0513
No log	0.7132	450	1.4479	0.0	1.4479	1.2033
No log	0.7163	452	1.4472	0.0	1.4472	1.2030
No log	0.7195	454	1.1728	0.1444	1.1728	1.0830
No log	0.7227	456	0.8321	0.3529	0.8321	0.9122
No log	0.7258	458	0.7371	0.2568	0.7371	0.8585
No log	0.7290	460	0.7592	0.2667	0.7592	0.8713
No log	0.7322	462	0.9249	0.1637	0.9249	0.9617
No log	0.7353	464	1.1531	0.1444	1.1531	1.0738
No log	0.7385	466	1.1940	0.1444	1.1940	1.0927
No log	0.7417	468	0.9785	0.1444	0.9785	0.9892
No log	0.7448	470	0.9383	0.1637	0.9383	0.9686
No log	0.7480	472	1.0676	0.1444	1.0676	1.0333
No log	0.7512	474	1.3046	0.1270	1.3046	1.1422
No log	0.7544	476	1.2226	0.1270	1.2226	1.1057
No log	0.7575	478	1.0016	0.1444	1.0016	1.0008
No log	0.7607	480	0.7995	0.3529	0.7995	0.8942
No log	0.7639	482	0.6980	0.3016	0.6980	0.8354
No log	0.7670	484	0.7290	0.5417	0.7290	0.8538
No log	0.7702	486	0.7532	0.5417	0.7532	0.8679
No log	0.7734	488	0.9177	0.1444	0.9177	0.9580
No log	0.7765	490	0.9923	0.1270	0.9923	0.9962
No log	0.7797	492	0.8496	0.1637	0.8496	0.9217
No log	0.7829	494	0.7472	0.5417	0.7472	0.8644
No log	0.7861	496	0.6977	0.5417	0.6977	0.8353
No log	0.7892	498	0.7165	0.5417	0.7165	0.8464
0.3705	0.7924	500	0.9835	0.1444	0.9835	0.9917
0.3705	0.7956	502	1.1874	0.1444	1.1874	1.0897
0.3705	0.7987	504	1.1300	0.1444	1.1300	1.0630
0.3705	0.8019	506	0.8161	0.1637	0.8161	0.9034
0.3705	0.8051	508	0.7331	0.3210	0.7331	0.8562
0.3705	0.8082	510	0.9225	0.1637	0.9225	0.9605
0.3705	0.8114	512	1.3024	0.1444	1.3024	1.1412
0.3705	0.8146	514	1.4676	0.0	1.4676	1.2115
0.3705	0.8177	516	1.1926	0.1444	1.1926	1.0921
0.3705	0.8209	518	0.9982	0.1637	0.9982	0.9991
0.3705	0.8241	520	0.9000	0.1637	0.9000	0.9487
0.3705	0.8273	522	1.0759	0.1444	1.0759	1.0372
0.3705	0.8304	524	1.4065	0.1270	1.4065	1.1860
0.3705	0.8336	526	1.2817	0.1444	1.2817	1.1321
0.3705	0.8368	528	0.9111	0.1637	0.9111	0.9545
0.3705	0.8399	530	0.6897	0.3016	0.6897	0.8305
0.3705	0.8431	532	0.7080	0.3016	0.7080	0.8415
0.3705	0.8463	534	0.9027	0.1637	0.9027	0.9501
0.3705	0.8494	536	1.3623	0.1270	1.3623	1.1672
0.3705	0.8526	538	1.6128	0.0	1.6128	1.2700
0.3705	0.8558	540	1.5007	0.0	1.5007	1.2250
0.3705	0.8590	542	1.1404	0.1444	1.1404	1.0679
0.3705	0.8621	544	0.7996	0.2667	0.7996	0.8942
0.3705	0.8653	546	0.7122	0.3016	0.7122	0.8439
0.3705	0.8685	548	0.7409	0.3016	0.7409	0.8607
0.3705	0.8716	550	0.9030	0.1637	0.9030	0.9502
0.3705	0.8748	552	1.1499	0.1270	1.1499	1.0724
0.3705	0.8780	554	1.2245	0.1270	1.2245	1.1066
0.3705	0.8811	556	1.0674	0.1444	1.0674	1.0331
0.3705	0.8843	558	0.8867	0.1637	0.8867	0.9416
0.3705	0.8875	560	0.8554	0.1852	0.8554	0.9249
0.3705	0.8906	562	0.8670	0.1852	0.8670	0.9311
0.3705	0.8938	564	1.0491	0.1444	1.0491	1.0243
0.3705	0.8970	566	1.1423	0.1444	1.1423	1.0688
0.3705	0.9002	568	1.2164	0.1444	1.2164	1.1029
0.3705	0.9033	570	1.0628	0.1444	1.0628	1.0309
0.3705	0.9065	572	1.0680	0.1444	1.0680	1.0334
0.3705	0.9097	574	1.0256	0.1444	1.0256	1.0127
0.3705	0.9128	576	1.0699	0.1444	1.0699	1.0344
0.3705	0.9160	578	0.9810	0.1444	0.9810	0.9904
0.3705	0.9192	580	0.9811	0.1444	0.9811	0.9905
0.3705	0.9223	582	0.9632	0.1444	0.9632	0.9814
0.3705	0.9255	584	1.0191	0.1444	1.0191	1.0095
0.3705	0.9287	586	1.0633	0.1444	1.0633	1.0312
0.3705	0.9319	588	1.0540	0.1444	1.0540	1.0267
0.3705	0.9350	590	0.9637	0.1444	0.9637	0.9817
0.3705	0.9382	592	0.9795	0.1444	0.9795	0.9897
0.3705	0.9414	594	0.9716	0.1444	0.9716	0.9857
0.3705	0.9445	596	1.0014	0.1444	1.0014	1.0007
0.3705	0.9477	598	0.9661	0.1444	0.9661	0.9829
0.3705	0.9509	600	0.8012	0.1852	0.8012	0.8951
0.3705	0.9540	602	0.7728	0.3529	0.7728	0.8791
0.3705	0.9572	604	0.9088	0.1637	0.9088	0.9533
0.3705	0.9604	606	1.0466	0.1444	1.0466	1.0230
0.3705	0.9635	608	1.0564	0.1444	1.0564	1.0278
0.3705	0.9667	610	0.9470	0.1444	0.9470	0.9732
0.3705	0.9699	612	0.7861	0.2667	0.7861	0.8866
0.3705	0.9731	614	0.8167	0.1852	0.8167	0.9037
0.3705	0.9762	616	1.0288	0.1444	1.0288	1.0143
0.3705	0.9794	618	1.1572	0.1444	1.1572	1.0757
0.3705	0.9826	620	1.1435	0.1444	1.1435	1.0694
0.3705	0.9857	622	1.4140	0.1444	1.4140	1.1891
0.3705	0.9889	624	1.7796	0.0	1.7796	1.3340
0.3705	0.9921	626	1.7132	0.0	1.7132	1.3089
0.3705	0.9952	628	1.3700	0.0106	1.3700	1.1705
0.3705	0.9984	630	0.9741	0.1637	0.9741	0.9870
0.3705	1.0016	632	0.8420	-0.0405	0.8420	0.9176
0.3705	1.0048	634	0.8527	-0.0405	0.8527	0.9234
0.3705	1.0079	636	1.0112	0.1444	1.0112	1.0056
0.3705	1.0111	638	1.3709	0.0106	1.3709	1.1709
0.3705	1.0143	640	1.5102	0.0	1.5102	1.2289
0.3705	1.0174	642	1.3874	0.0	1.3874	1.1779
0.3705	1.0206	644	1.1435	0.0106	1.1435	1.0693
0.3705	1.0238	646	0.9472	0.1852	0.9472	0.9732
0.3705	1.0269	648	0.9422	0.1852	0.9422	0.9707
0.3705	1.0301	650	1.0360	0.1444	1.0360	1.0178
0.3705	1.0333	652	1.1857	0.1444	1.1857	1.0889
0.3705	1.0365	654	1.3697	0.0106	1.3697	1.1703
0.3705	1.0396	656	1.4523	0.0	1.4523	1.2051
0.3705	1.0428	658	1.2867	0.1444	1.2867	1.1343
0.3705	1.0460	660	1.0477	0.1444	1.0477	1.0236
0.3705	1.0491	662	0.9852	0.1444	0.9852	0.9926
0.3705	1.0523	664	0.9930	0.1444	0.9930	0.9965
0.3705	1.0555	666	0.9335	0.1637	0.9335	0.9662
0.3705	1.0586	668	1.0372	0.1444	1.0372	1.0184
0.3705	1.0618	670	1.2017	0.1444	1.2017	1.0962
0.3705	1.0650	672	1.1311	0.1444	1.1311	1.0635
0.3705	1.0681	674	1.0960	0.1444	1.0960	1.0469
0.3705	1.0713	676	1.1413	0.1444	1.1413	1.0683
0.3705	1.0745	678	1.0910	0.1444	1.0910	1.0445
0.3705	1.0777	680	0.9839	0.1444	0.9839	0.9919
0.3705	1.0808	682	0.9107	0.1637	0.9107	0.9543
0.3705	1.0840	684	0.9824	0.1444	0.9824	0.9912
0.3705	1.0872	686	1.1634	0.1444	1.1634	1.0786
0.3705	1.0903	688	1.2183	0.0	1.2183	1.1038
0.3705	1.0935	690	1.1314	0.1444	1.1314	1.0637
0.3705	1.0967	692	0.8873	0.1637	0.8873	0.9420
0.3705	1.0998	694	0.7933	0.3529	0.7933	0.8907
0.3705	1.1030	696	0.8881	0.1637	0.8881	0.9424
0.3705	1.1062	698	1.0075	0.1444	1.0075	1.0037
0.3705	1.1094	700	1.0426	0.1444	1.0426	1.0211
0.3705	1.1125	702	1.0094	0.1444	1.0094	1.0047
0.3705	1.1157	704	0.9628	0.1444	0.9628	0.9812
0.3705	1.1189	706	0.9437	0.1444	0.9437	0.9714
0.3705	1.1220	708	0.8909	0.1852	0.8909	0.9439
0.3705	1.1252	710	0.8251	0.1852	0.8251	0.9083
0.3705	1.1284	712	0.8634	0.1852	0.8634	0.9292
0.3705	1.1315	714	0.8486	0.1852	0.8486	0.9212
0.3705	1.1347	716	0.9145	0.1637	0.9145	0.9563
0.3705	1.1379	718	1.0194	0.1444	1.0194	1.0097
0.3705	1.1410	720	1.0982	0.1444	1.0982	1.0479
0.3705	1.1442	722	1.0456	0.1444	1.0456	1.0226
0.3705	1.1474	724	1.0484	0.1444	1.0484	1.0239
0.3705	1.1506	726	0.9212	0.1852	0.9212	0.9598
0.3705	1.1537	728	0.9210	0.1852	0.9210	0.9597
0.3705	1.1569	730	1.0756	0.1444	1.0756	1.0371
0.3705	1.1601	732	1.2626	0.1270	1.2626	1.1237
0.3705	1.1632	734	1.1758	0.1444	1.1758	1.0843
0.3705	1.1664	736	0.9364	0.1637	0.9364	0.9677
0.3705	1.1696	738	0.7518	0.1538	0.7518	0.8670
0.3705	1.1727	740	0.7293	0.1818	0.7293	0.8540
0.3705	1.1759	742	0.7346	0.1538	0.7346	0.8571
0.3705	1.1791	744	0.8194	0.0833	0.8194	0.9052
0.3705	1.1823	746	1.0497	0.1444	1.0497	1.0246
0.3705	1.1854	748	1.1691	0.1444	1.1691	1.0812
0.3705	1.1886	750	1.0946	0.1444	1.0946	1.0462
0.3705	1.1918	752	0.9557	0.1637	0.9557	0.9776
0.3705	1.1949	754	0.9793	0.1444	0.9793	0.9896
0.3705	1.1981	756	0.9595	0.1637	0.9595	0.9795
0.3705	1.2013	758	0.8590	0.3529	0.8590	0.9268
0.3705	1.2044	760	0.8108	0.3529	0.8108	0.9004
0.3705	1.2076	762	0.7949	0.3529	0.7949	0.8916
0.3705	1.2108	764	0.8776	0.1852	0.8776	0.9368
0.3705	1.2139	766	1.0606	0.1444	1.0606	1.0299
0.3705	1.2171	768	1.1182	0.1444	1.1182	1.0575
0.3705	1.2203	770	0.9332	0.1637	0.9332	0.9660
0.3705	1.2235	772	0.7831	0.3529	0.7831	0.8849
0.3705	1.2266	774	0.7841	0.3529	0.7841	0.8855
0.3705	1.2298	776	0.8513	0.3529	0.8513	0.9226
0.3705	1.2330	778	1.0152	0.1637	1.0152	1.0076
0.3705	1.2361	780	1.0714	0.1444	1.0714	1.0351
0.3705	1.2393	782	0.9507	0.1852	0.9507	0.9751
0.3705	1.2425	784	0.7677	0.3016	0.7677	0.8762
0.3705	1.2456	786	0.7087	0.3016	0.7087	0.8418
0.3705	1.2488	788	0.7417	0.3016	0.7417	0.8612
0.3705	1.2520	790	0.9039	0.1852	0.9039	0.9507
0.3705	1.2552	792	1.1249	0.1637	1.1249	1.0606
0.3705	1.2583	794	1.1232	0.1444	1.1232	1.0598
0.3705	1.2615	796	0.9454	0.1637	0.9454	0.9723
0.3705	1.2647	798	0.7953	0.1270	0.7953	0.8918
0.3705	1.2678	800	0.7670	0.1538	0.7670	0.8758
0.3705	1.2710	802	0.7915	0.2667	0.7915	0.8896
0.3705	1.2742	804	0.9690	0.1852	0.9690	0.9844
0.3705	1.2773	806	1.1228	0.1444	1.1228	1.0596
0.3705	1.2805	808	1.1126	0.1444	1.1126	1.0548
0.3705	1.2837	810	0.9983	0.1852	0.9983	0.9991
0.3705	1.2868	812	0.8554	0.0833	0.8554	0.9249
0.3705	1.2900	814	0.7269	0.1538	0.7269	0.8526
0.3705	1.2932	816	0.7031	0.1538	0.7031	0.8385
0.3705	1.2964	818	0.7077	0.1538	0.7077	0.8412
0.3705	1.2995	820	0.8206	0.0833	0.8206	0.9059
0.3705	1.3027	822	1.1669	0.1444	1.1669	1.0802
0.3705	1.3059	824	1.3759	0.1444	1.3759	1.1730
0.3705	1.3090	826	1.2747	0.1444	1.2747	1.1290
0.3705	1.3122	828	1.0038	0.1444	1.0038	1.0019
0.3705	1.3154	830	0.8212	0.3529	0.8212	0.9062
0.3705	1.3185	832	0.8024	0.0833	0.8024	0.8957
0.3705	1.3217	834	0.8716	0.3529	0.8716	0.9336
0.3705	1.3249	836	0.9963	0.1444	0.9963	0.9981
0.3705	1.3281	838	1.0299	0.1637	1.0299	1.0149
0.3705	1.3312	840	1.0548	0.1444	1.0548	1.0270
0.3705	1.3344	842	0.9283	-0.0784	0.9283	0.9635
0.3705	1.3376	844	0.8506	0.0833	0.8506	0.9223
0.3705	1.3407	846	0.8242	0.2667	0.8242	0.9078
0.3705	1.3439	848	0.8556	-0.0784	0.8556	0.9250
0.3705	1.3471	850	0.9137	-0.0784	0.9137	0.9559
0.3705	1.3502	852	0.9730	0.1637	0.9730	0.9864
0.3705	1.3534	854	1.0988	0.1444	1.0988	1.0482
0.3705	1.3566	856	1.1176	0.1444	1.1176	1.0571
0.3705	1.3597	858	0.9944	0.1444	0.9944	0.9972
0.3705	1.3629	860	0.8314	0.1037	0.8314	0.9118
0.3705	1.3661	862	0.7699	0.1538	0.7699	0.8774
0.3705	1.3693	864	0.7641	0.1538	0.7641	0.8742
0.3705	1.3724	866	0.8224	0.1037	0.8224	0.9068
0.3705	1.3756	868	1.0479	0.1444	1.0479	1.0237
0.3705	1.3788	870	1.1916	0.1444	1.1916	1.0916
0.3705	1.3819	872	1.0913	0.1444	1.0913	1.0447
0.3705	1.3851	874	0.8731	-0.0784	0.8731	0.9344
0.3705	1.3883	876	0.7671	0.3016	0.7671	0.8758
0.3705	1.3914	878	0.7503	0.1538	0.7503	0.8662
0.3705	1.3946	880	0.7534	0.1538	0.7534	0.8680
0.3705	1.3978	882	0.7923	0.3016	0.7923	0.8901
0.3705	1.4010	884	0.9182	0.1637	0.9182	0.9582
0.3705	1.4041	886	1.1132	0.1444	1.1132	1.0551
0.3705	1.4073	888	1.1053	0.1444	1.1053	1.0513
0.3705	1.4105	890	1.0024	0.1637	1.0024	1.0012
0.3705	1.4136	892	0.7892	0.2667	0.7892	0.8884
0.3705	1.4168	894	0.7203	0.3077	0.7203	0.8487
0.3705	1.4200	896	0.7299	0.3077	0.7299	0.8543
0.3705	1.4231	898	0.7772	0.3851	0.7772	0.8816
0.3705	1.4263	900	0.9582	0.1637	0.9582	0.9789
0.3705	1.4295	902	1.2394	0.1444	1.2394	1.1133
0.3705	1.4326	904	1.2703	0.1270	1.2703	1.1271
0.3705	1.4358	906	1.1066	0.1444	1.1066	1.0519
0.3705	1.4390	908	0.9328	0.1637	0.9328	0.9658
0.3705	1.4422	910	0.8051	0.0833	0.8051	0.8972
0.3705	1.4453	912	0.7949	0.0833	0.7949	0.8916
0.3705	1.4485	914	0.9181	0.1637	0.9181	0.9582
0.3705	1.4517	916	1.1774	0.1444	1.1774	1.0851
0.3705	1.4548	918	1.3313	0.1444	1.3313	1.1538
0.3705	1.4580	920	1.2121	0.1444	1.2121	1.1010
0.3705	1.4612	922	0.9423	0.1637	0.9423	0.9707
0.3705	1.4643	924	0.8608	-0.0784	0.8608	0.9278
0.3705	1.4675	926	0.8503	-0.0784	0.8503	0.9221
0.3705	1.4707	928	0.9512	0.1637	0.9512	0.9753
0.3705	1.4739	930	1.1155	0.1444	1.1155	1.0562
0.3705	1.4770	932	1.1099	0.1444	1.1099	1.0535
0.3705	1.4802	934	1.0004	0.1444	1.0004	1.0002
0.3705	1.4834	936	0.8354	0.2667	0.8354	0.9140
0.3705	1.4865	938	0.8404	0.2667	0.8404	0.9167
0.3705	1.4897	940	0.9831	0.1637	0.9831	0.9915
0.3705	1.4929	942	1.1320	0.1444	1.1320	1.0640
0.3705	1.4960	944	1.1698	0.1444	1.1698	1.0816
0.3705	1.4992	946	1.0051	0.1637	1.0051	1.0025
0.3705	1.5024	948	0.7714	0.3016	0.7714	0.8783
0.3705	1.5055	950	0.7053	0.1538	0.7053	0.8398
0.3705	1.5087	952	0.7086	0.1538	0.7086	0.8418
0.3705	1.5119	954	0.8111	0.5417	0.8111	0.9006
0.3705	1.5151	956	0.8911	0.1852	0.8911	0.9440
0.3705	1.5182	958	0.8937	0.1852	0.8937	0.9454
0.3705	1.5214	960	0.8644	0.1852	0.8644	0.9297
0.3705	1.5246	962	0.8590	0.1852	0.8590	0.9268
0.3705	1.5277	964	0.8850	0.1852	0.8850	0.9407
0.3705	1.5309	966	0.8693	0.1852	0.8693	0.9324
0.3705	1.5341	968	0.7742	0.5417	0.7742	0.8799
0.3705	1.5372	970	0.7603	0.5417	0.7603	0.8719
0.3705	1.5404	972	0.8425	0.5417	0.8425	0.9179
0.3705	1.5436	974	0.9852	0.1444	0.9852	0.9925
0.3705	1.5468	976	0.9794	0.1444	0.9794	0.9896
0.3705	1.5499	978	0.8735	0.5417	0.8735	0.9346
0.3705	1.5531	980	0.7448	0.3016	0.7448	0.8630
0.3705	1.5563	982	0.7143	0.3016	0.7143	0.8452
0.3705	1.5594	984	0.7184	0.1538	0.7184	0.8476
0.3705	1.5626	986	0.7151	0.1538	0.7151	0.8457
0.3705	1.5658	988	0.7818	0.2667	0.7818	0.8842
0.3705	1.5689	990	0.9443	0.1444	0.9443	0.9718
0.3705	1.5721	992	0.9219	0.3210	0.9219	0.9602
0.3705	1.5753	994	0.8168	0.5096	0.8168	0.9037
0.3705	1.5784	996	0.7806	0.2568	0.7806	0.8835
0.3705	1.5816	998	0.8102	0.2568	0.8102	0.9001
0.1504	1.5848	1000	0.9262	0.1637	0.9262	0.9624
0.1504	1.5880	1002	0.8848	0.3210	0.8848	0.9406
0.1504	1.5911	1004	0.7752	0.3016	0.7752	0.8804
0.1504	1.5943	1006	0.7522	0.3016	0.7522	0.8673
0.1504	1.5975	1008	0.8310	0.2667	0.8310	0.9116
0.1504	1.6006	1010	0.9585	0.1637	0.9585	0.9790
0.1504	1.6038	1012	0.8955	0.1637	0.8955	0.9463
0.1504	1.6070	1014	0.9164	0.1637	0.9164	0.9573
0.1504	1.6101	1016	0.9300	0.1637	0.9300	0.9644
0.1504	1.6133	1018	0.9744	0.1637	0.9744	0.9871
0.1504	1.6165	1020	0.9800	0.1637	0.9800	0.9899
0.1504	1.6197	1022	0.9942	0.1637	0.9942	0.9971
0.1504	1.6228	1024	0.8988	0.1637	0.8988	0.9481
0.1504	1.6260	1026	0.8604	0.1637	0.8604	0.9276
0.1504	1.6292	1028	0.9001	0.1637	0.9001	0.9487
0.1504	1.6323	1030	0.9627	0.1637	0.9627	0.9812
0.1504	1.6355	1032	0.9725	0.1637	0.9725	0.9861
0.1504	1.6387	1034	0.9628	0.1637	0.9628	0.9812
0.1504	1.6418	1036	0.9501	0.1637	0.9501	0.9748
0.1504	1.6450	1038	0.8411	0.3889	0.8411	0.9171
0.1504	1.6482	1040	0.8101	0.1538	0.8101	0.9001
0.1504	1.6513	1042	0.8619	0.3210	0.8619	0.9284
0.1504	1.6545	1044	1.0040	0.1637	1.0040	1.0020
0.1504	1.6577	1046	1.0687	0.1444	1.0687	1.0338
0.1504	1.6609	1048	1.0289	0.1444	1.0289	1.0143
0.1504	1.6640	1050	0.8824	0.1637	0.8824	0.9394
0.1504	1.6672	1052	0.7559	0.1538	0.7559	0.8694
0.1504	1.6704	1054	0.7563	0.1538	0.7563	0.8697
0.1504	1.6735	1056	0.8080	0.1270	0.8080	0.8989
0.1504	1.6767	1058	0.8083	0.1270	0.8083	0.8990
0.1504	1.6799	1060	0.8174	0.2667	0.8174	0.9041
0.1504	1.6830	1062	0.7984	0.2667	0.7984	0.8935
0.1504	1.6862	1064	0.8277	0.0833	0.8277	0.9098
0.1504	1.6894	1066	0.8024	0.2667	0.8024	0.8958
0.1504	1.6926	1068	0.8546	0.3210	0.8546	0.9244
0.1504	1.6957	1070	0.8643	0.3210	0.8643	0.9297
0.1504	1.6989	1072	0.9262	0.1637	0.9262	0.9624
0.1504	1.7021	1074	0.8641	0.3210	0.8641	0.9296
0.1504	1.7052	1076	0.8905	0.1637	0.8905	0.9436
0.1504	1.7084	1078	0.9035	0.1637	0.9035	0.9505
0.1504	1.7116	1080	0.9012	0.1637	0.9012	0.9493
0.1504	1.7147	1082	0.9336	0.1637	0.9336	0.9662
0.1504	1.7179	1084	0.9165	0.1637	0.9165	0.9573
0.1504	1.7211	1086	0.7870	0.2667	0.7870	0.8871
0.1504	1.7242	1088	0.7688	0.2878	0.7688	0.8768
0.1504	1.7274	1090	0.8879	0.1637	0.8879	0.9423
0.1504	1.7306	1092	1.0976	0.1444	1.0976	1.0477
0.1504	1.7338	1094	1.0790	0.1444	1.0790	1.0387
0.1504	1.7369	1096	0.8818	0.0654	0.8818	0.9390
0.1504	1.7401	1098	0.7729	0.2878	0.7729	0.8791
0.1504	1.7433	1100	0.7358	0.1538	0.7358	0.8578
0.1504	1.7464	1102	0.7376	0.2878	0.7376	0.8588
0.1504	1.7496	1104	0.8302	0.2667	0.8302	0.9111
0.1504	1.7528	1106	1.0160	0.1637	1.0160	1.0080
0.1504	1.7559	1108	1.0364	0.1444	1.0364	1.0180
0.1504	1.7591	1110	0.9012	0.0654	0.9012	0.9493
0.1504	1.7623	1112	0.8507	0.0833	0.8507	0.9224
0.1504	1.7655	1114	0.7996	0.3016	0.7996	0.8942
0.1504	1.7686	1116	0.8181	0.3016	0.8181	0.9045
0.1504	1.7718	1118	0.9166	0.3210	0.9166	0.9574
0.1504	1.7750	1120	0.9751	0.1637	0.9751	0.9875
0.1504	1.7781	1122	1.0418	0.1444	1.0418	1.0207
0.1504	1.7813	1124	1.0437	0.1444	1.0437	1.0216
0.1504	1.7845	1126	0.9307	0.1637	0.9307	0.9647
0.1504	1.7876	1128	0.8294	0.2568	0.8294	0.9107
0.1504	1.7908	1130	0.7818	0.1538	0.7818	0.8842
0.1504	1.7940	1132	0.8013	0.1538	0.8013	0.8952
0.1504	1.7971	1134	0.9255	0.1637	0.9255	0.9620
0.1504	1.8003	1136	1.0042	0.1637	1.0042	1.0021
0.1504	1.8035	1138	0.9311	0.1637	0.9311	0.9649
0.1504	1.8067	1140	0.9387	0.1637	0.9387	0.9689
0.1504	1.8098	1142	0.9205	0.1637	0.9205	0.9594
0.1504	1.8130	1144	0.8356	0.2878	0.8356	0.9141
0.1504	1.8162	1146	0.8212	0.2878	0.8212	0.9062
0.1504	1.8193	1148	0.9510	0.1630	0.9510	0.9752
0.1504	1.8225	1150	1.1034	0.1444	1.1034	1.0504
0.1504	1.8257	1152	1.0445	0.1444	1.0445	1.0220
0.1504	1.8288	1154	0.8544	0.3210	0.8544	0.9244
0.1504	1.8320	1156	0.7883	0.2667	0.7883	0.8879
0.1504	1.8352	1158	0.7453	0.1538	0.7453	0.8633
0.1504	1.8384	1160	0.7531	0.1538	0.7531	0.8678
0.1504	1.8415	1162	0.8339	0.2293	0.8339	0.9132
0.1504	1.8447	1164	1.0466	0.1637	1.0466	1.0230
0.1504	1.8479	1166	1.0790	0.1444	1.0790	1.0387
0.1504	1.8510	1168	0.9314	0.0654	0.9314	0.9651
0.1504	1.8542	1170	0.8136	0.2568	0.8136	0.9020
0.1504	1.8574	1172	0.8107	0.2568	0.8107	0.9004
0.1504	1.8605	1174	0.9110	0.0654	0.9110	0.9545
0.1504	1.8637	1176	1.1134	0.1444	1.1134	1.0552
0.1504	1.8669	1178	1.0597	0.1444	1.0597	1.0294
0.1504	1.8700	1180	1.0058	0.1637	1.0058	1.0029
0.1504	1.8732	1182	0.8975	0.4967	0.8975	0.9474
0.1504	1.8764	1184	0.8058	0.2667	0.8058	0.8976
0.1504	1.8796	1186	0.7878	0.1270	0.7878	0.8876
0.1504	1.8827	1188	0.8575	0.4967	0.8575	0.9260
0.1504	1.8859	1190	1.0517	0.1444	1.0517	1.0255
0.1504	1.8891	1192	1.1582	0.0106	1.1582	1.0762
0.1504	1.8922	1194	1.0589	0.1444	1.0589	1.0290
0.1504	1.8954	1196	0.8663	0.2361	0.8663	0.9307
0.1504	1.8986	1198	0.7192	0.1538	0.7192	0.8480
0.1504	1.9017	1200	0.6883	0.1538	0.6883	0.8297
0.1504	1.9049	1202	0.7649	0.2361	0.7649	0.8746
0.1504	1.9081	1204	0.9474	0.3210	0.9474	0.9734
0.1504	1.9113	1206	0.9976	0.2924	0.9976	0.9988
0.1504	1.9144	1208	0.8805	0.3210	0.8805	0.9383
0.1504	1.9176	1210	0.8170	0.2361	0.8170	0.9039
0.1504	1.9208	1212	0.8439	0.3210	0.8439	0.9186
0.1504	1.9239	1214	0.7838	0.2667	0.7838	0.8853
0.1504	1.9271	1216	0.7167	0.3016	0.7167	0.8466
0.1504	1.9303	1218	0.7223	0.3016	0.7223	0.8499
0.1504	1.9334	1220	0.7286	0.3016	0.7286	0.8536
0.1504	1.9366	1222	0.7874	0.2667	0.7874	0.8874
0.1504	1.9398	1224	0.8619	0.0654	0.8619	0.9284
0.1504	1.9429	1226	0.9098	0.3210	0.9098	0.9539
0.1504	1.9461	1228	0.9116	0.3210	0.9116	0.9548
0.1504	1.9493	1230	0.9046	0.3210	0.9046	0.9511
0.1504	1.9525	1232	0.8916	0.3210	0.8916	0.9443
0.1504	1.9556	1234	0.8903	0.0654	0.8903	0.9435
0.1504	1.9588	1236	0.8855	0.0654	0.8855	0.9410
0.1504	1.9620	1238	0.9345	0.1637	0.9345	0.9667
0.1504	1.9651	1240	1.0140	0.1444	1.0140	1.0070
0.1504	1.9683	1242	1.0649	0.1444	1.0649	1.0319
0.1504	1.9715	1244	1.0193	0.1444	1.0193	1.0096
0.1504	1.9746	1246	0.9454	0.1637	0.9454	0.9723
0.1504	1.9778	1248	0.9300	0.1637	0.9300	0.9644
0.1504	1.9810	1250	0.8458	0.2667	0.8458	0.9196
0.1504	1.9842	1252	0.7970	0.1538	0.7970	0.8928
0.1504	1.9873	1254	0.8314	0.1270	0.8314	0.9118
0.1504	1.9905	1256	0.9200	0.1637	0.9200	0.9592
0.1504	1.9937	1258	1.0313	0.1444	1.0313	1.0155
0.1504	1.9968	1260	0.9690	0.1444	0.9690	0.9844
0.1504	2.0	1262	0.9226	0.1637	0.9226	0.9605
0.1504	2.0032	1264	0.8363	0.2361	0.8363	0.9145
0.1504	2.0063	1266	0.8303	0.2361	0.8303	0.9112
0.1504	2.0095	1268	0.8996	0.1637	0.8996	0.9485
0.1504	2.0127	1270	0.9280	0.1637	0.9280	0.9633
0.1504	2.0158	1272	0.8221	0.4967	0.8221	0.9067
0.1504	2.0190	1274	0.7225	0.1538	0.7225	0.8500
0.1504	2.0222	1276	0.6904	0.1538	0.6904	0.8309
0.1504	2.0254	1278	0.7237	0.1538	0.7237	0.8507
0.1504	2.0285	1280	0.9253	0.1637	0.9253	0.9619
0.1504	2.0317	1282	1.0429	0.1444	1.0429	1.0212
0.1504	2.0349	1284	0.9391	0.1637	0.9391	0.9691
0.1504	2.0380	1286	0.7354	0.4762	0.7354	0.8576
0.1504	2.0412	1288	0.6614	0.1818	0.6614	0.8133
0.1504	2.0444	1290	0.6729	0.3433	0.6729	0.8203
0.1504	2.0475	1292	0.6609	0.1818	0.6609	0.8129
0.1504	2.0507	1294	0.7480	0.4762	0.7480	0.8649
0.1504	2.0539	1296	0.8449	0.3210	0.8449	0.9192
0.1504	2.0571	1298	0.9185	0.1637	0.9185	0.9584
0.1504	2.0602	1300	0.8768	0.1637	0.8768	0.9364
0.1504	2.0634	1302	0.7869	0.2092	0.7869	0.8871
0.1504	2.0666	1304	0.6918	0.1538	0.6918	0.8317
0.1504	2.0697	1306	0.6772	0.1538	0.6772	0.8229
0.1504	2.0729	1308	0.7530	0.4296	0.7530	0.8678
0.1504	2.0761	1310	0.9376	0.1637	0.9376	0.9683
0.1504	2.0792	1312	0.9976	0.1444	0.9976	0.9988
0.1504	2.0824	1314	0.8991	0.1637	0.8991	0.9482
0.1504	2.0856	1316	0.7751	0.3210	0.7751	0.8804
0.1504	2.0887	1318	0.7169	0.4762	0.7169	0.8467
0.1504	2.0919	1320	0.7114	0.4762	0.7114	0.8434
0.1504	2.0951	1322	0.7888	0.3210	0.7888	0.8882
0.1504	2.0983	1324	0.7828	0.3210	0.7828	0.8848
0.1504	2.1014	1326	0.7785	0.3210	0.7785	0.8823
0.1504	2.1046	1328	0.8104	0.3210	0.8104	0.9002
0.1504	2.1078	1330	0.7819	0.3210	0.7819	0.8843
0.1504	2.1109	1332	0.7164	0.1538	0.7164	0.8464
0.1504	2.1141	1334	0.7216	0.4762	0.7216	0.8495
0.1504	2.1173	1336	0.8144	0.3210	0.8144	0.9024
0.1504	2.1204	1338	0.9230	0.1637	0.9230	0.9608
0.1504	2.1236	1340	0.9323	0.1637	0.9323	0.9655
0.1504	2.1268	1342	0.8585	0.3210	0.8585	0.9266
0.1504	2.1300	1344	0.7721	-0.0694	0.7721	0.8787
0.1504	2.1331	1346	0.7720	0.1037	0.7720	0.8786
0.1504	2.1363	1348	0.7929	-0.0694	0.7929	0.8904
0.1504	2.1395	1350	0.8709	0.3210	0.8709	0.9332
0.1504	2.1426	1352	1.0921	0.1444	1.0921	1.0450
0.1504	2.1458	1354	1.2007	0.1444	1.2007	1.0958
0.1504	2.1490	1356	1.1408	0.1444	1.1408	1.0681
0.1504	2.1521	1358	0.9770	0.1637	0.9770	0.9884
0.1504	2.1553	1360	0.9628	0.1637	0.9628	0.9812
0.1504	2.1585	1362	0.9624	0.1637	0.9624	0.9810
0.1504	2.1616	1364	0.8918	0.0654	0.8918	0.9444
0.1504	2.1648	1366	0.9432	0.1637	0.9432	0.9712
0.1504	2.1680	1368	0.9585	0.1444	0.9585	0.9790
0.1504	2.1712	1370	0.9279	0.1637	0.9279	0.9633
0.1504	2.1743	1372	0.8392	0.2361	0.8392	0.9161
0.1504	2.1775	1374	0.8499	0.2361	0.8499	0.9219
0.1504	2.1807	1376	0.8435	0.2361	0.8435	0.9184
0.1504	2.1838	1378	0.8299	0.2361	0.8299	0.9110
0.1504	2.1870	1380	0.8151	0.2361	0.8151	0.9028
0.1504	2.1902	1382	0.8309	0.2361	0.8309	0.9115
0.1504	2.1933	1384	0.8514	0.0654	0.8514	0.9227
0.1504	2.1965	1386	0.8745	0.0654	0.8745	0.9352
0.1504	2.1997	1388	0.9670	0.1637	0.9670	0.9834
0.1504	2.2029	1390	1.0333	0.1444	1.0333	1.0165
0.1504	2.2060	1392	0.9748	0.1444	0.9748	0.9873
0.1504	2.2092	1394	0.8733	0.3210	0.8733	0.9345
0.1504	2.2124	1396	0.8044	0.2667	0.8044	0.8969
0.1504	2.2155	1398	0.8181	0.2361	0.8181	0.9045
0.1504	2.2187	1400	0.8115	0.2667	0.8115	0.9008
0.1504	2.2219	1402	0.7913	0.2667	0.7913	0.8895
0.1504	2.2250	1404	0.7907	0.2361	0.7907	0.8892
0.1504	2.2282	1406	0.8215	0.4967	0.8215	0.9064
0.1504	2.2314	1408	0.7890	0.4967	0.7890	0.8883
0.1504	2.2345	1410	0.7653	0.1037	0.7653	0.8748
0.1504	2.2377	1412	0.7792	0.4967	0.7792	0.8827
0.1504	2.2409	1414	0.7905	0.4967	0.7905	0.8891
0.1504	2.2441	1416	0.7672	0.2667	0.7672	0.8759
0.1504	2.2472	1418	0.7698	0.2667	0.7698	0.8774
0.1504	2.2504	1420	0.8296	0.3210	0.8296	0.9108
0.1504	2.2536	1422	0.8788	0.1637	0.8788	0.9375
0.1504	2.2567	1424	0.8730	0.1637	0.8730	0.9343
0.1504	2.2599	1426	0.8045	0.2667	0.8045	0.8970
0.1504	2.2631	1428	0.8149	0.2361	0.8149	0.9027
0.1504	2.2662	1430	0.8723	0.1637	0.8723	0.9340
0.1504	2.2694	1432	0.8666	0.1637	0.8666	0.9309
0.1504	2.2726	1434	0.9224	0.1637	0.9224	0.9604
0.1504	2.2758	1436	0.8832	0.1637	0.8832	0.9398
0.1504	2.2789	1438	0.8452	0.0654	0.8452	0.9193
0.1504	2.2821	1440	0.8730	0.1637	0.8730	0.9343
0.1504	2.2853	1442	0.8266	0.0654	0.8266	0.9092
0.1504	2.2884	1444	0.7569	0.1270	0.7569	0.8700
0.1504	2.2916	1446	0.7904	0.2667	0.7904	0.8890
0.1504	2.2948	1448	0.8792	0.3210	0.8792	0.9377
0.1504	2.2979	1450	0.9744	0.1444	0.9744	0.9871
0.1504	2.3011	1452	0.9089	0.1637	0.9089	0.9534
0.1504	2.3043	1454	0.7685	0.2667	0.7685	0.8766
0.1504	2.3074	1456	0.7482	0.1538	0.7482	0.8650
0.1504	2.3106	1458	0.8434	0.0654	0.8434	0.9184
0.1504	2.3138	1460	0.9724	0.1444	0.9724	0.9861
0.1504	2.3170	1462	0.9303	0.2924	0.9303	0.9645
0.1504	2.3201	1464	0.8137	0.2361	0.8137	0.9020
0.1504	2.3233	1466	0.7444	0.1270	0.7444	0.8628
0.1504	2.3265	1468	0.8043	0.2361	0.8043	0.8968
0.1504	2.3296	1470	0.8382	0.3210	0.8382	0.9155
0.1504	2.3328	1472	0.8078	0.4967	0.8078	0.8988
0.1504	2.3360	1474	0.8668	0.3210	0.8668	0.9310
0.1504	2.3391	1476	0.8376	0.4967	0.8376	0.9152
0.1504	2.3423	1478	0.8825	0.1637	0.8825	0.9394
0.1504	2.3455	1480	0.8473	0.3210	0.8473	0.9205
0.1504	2.3487	1482	0.8044	0.4967	0.8044	0.8969
0.1504	2.3518	1484	0.7519	0.1538	0.7519	0.8671
0.1504	2.3550	1486	0.7350	0.1538	0.7350	0.8573
0.1504	2.3582	1488	0.7794	0.3889	0.7794	0.8828
0.1504	2.3613	1490	0.8445	0.3210	0.8445	0.9190
0.1504	2.3645	1492	0.9680	0.1637	0.9680	0.9839
0.1504	2.3677	1494	0.9794	0.1637	0.9794	0.9897
0.1504	2.3708	1496	0.8593	0.3210	0.8593	0.9270
0.1504	2.3740	1498	0.7903	0.1538	0.7903	0.8890
0.0927	2.3772	1500	0.7627	0.1538	0.7627	0.8734
0.0927	2.3803	1502	0.7590	0.1538	0.7590	0.8712
0.0927	2.3835	1504	0.8135	-0.0593	0.8135	0.9020
0.0927	2.3867	1506	0.8204	-0.0593	0.8204	0.9057
0.0927	2.3899	1508	0.8702	0.3210	0.8702	0.9328
0.0927	2.3930	1510	0.8503	0.0654	0.8503	0.9221
0.0927	2.3962	1512	0.8281	0.0654	0.8281	0.9100
0.0927	2.3994	1514	0.8462	0.0654	0.8462	0.9199
0.0927	2.4025	1516	0.7651	0.1538	0.7651	0.8747
0.0927	2.4057	1518	0.7464	0.1538	0.7464	0.8639
0.0927	2.4089	1520	0.7439	0.1538	0.7439	0.8625
0.0927	2.4120	1522	0.7580	0.1538	0.7580	0.8707
0.0927	2.4152	1524	0.7415	0.1538	0.7415	0.8611
0.0927	2.4184	1526	0.7433	0.1538	0.7433	0.8621
0.0927	2.4216	1528	0.7435	0.1538	0.7435	0.8623
0.0927	2.4247	1530	0.7690	0.1538	0.7690	0.8769
0.0927	2.4279	1532	0.8402	0.0654	0.8402	0.9166
0.0927	2.4311	1534	0.9208	0.1637	0.9208	0.9596
0.0927	2.4342	1536	0.8910	0.1637	0.8910	0.9439
0.0927	2.4374	1538	0.8257	-0.0593	0.8257	0.9087
0.0927	2.4406	1540	0.8037	-0.0288	0.8037	0.8965
0.0927	2.4437	1542	0.8128	-0.0288	0.8128	0.9016
0.0927	2.4469	1544	0.8859	0.1637	0.8859	0.9412
0.0927	2.4501	1546	0.9406	0.1637	0.9406	0.9699
0.0927	2.4532	1548	0.8844	0.2092	0.8844	0.9404
0.0927	2.4564	1550	0.8312	-0.0476	0.8312	0.9117
0.0927	2.4596	1552	0.8474	0.2092	0.8474	0.9205
0.0927	2.4628	1554	0.9316	0.1637	0.9316	0.9652
0.0927	2.4659	1556	1.0479	0.1444	1.0479	1.0237
0.0927	2.4691	1558	1.0133	0.1637	1.0133	1.0066
0.0927	2.4723	1560	0.8737	-0.0694	0.8737	0.9347
0.0927	2.4754	1562	0.7786	0.1538	0.7786	0.8824
0.0927	2.4786	1564	0.7935	0.2080	0.7935	0.8908
0.0927	2.4818	1566	0.7784	0.2080	0.7784	0.8823
0.0927	2.4849	1568	0.7837	0.1538	0.7837	0.8853
0.0927	2.4881	1570	0.8586	-0.0694	0.8586	0.9266
0.0927	2.4913	1572	1.0554	0.1637	1.0554	1.0273
0.0927	2.4945	1574	1.1213	0.1444	1.1213	1.0589
0.0927	2.4976	1576	1.0167	0.1637	1.0167	1.0083
0.0927	2.5008	1578	0.8398	0.1037	0.8398	0.9164
0.0927	2.5040	1580	0.7358	0.1538	0.7358	0.8578
0.0927	2.5071	1582	0.7233	0.0179	0.7233	0.8505
0.0927	2.5103	1584	0.7206	0.1538	0.7206	0.8489
0.0927	2.5135	1586	0.7379	0.1538	0.7379	0.8590
0.0927	2.5166	1588	0.8398	0.0654	0.8398	0.9164
0.0927	2.5198	1590	0.9113	0.1637	0.9113	0.9546
0.0927	2.5230	1592	0.8825	0.1637	0.8825	0.9394
0.0927	2.5261	1594	0.7811	0.1538	0.7811	0.8838
0.0927	2.5293	1596	0.7632	0.1538	0.7632	0.8736
0.0927	2.5325	1598	0.7975	0.1538	0.7975	0.8930
0.0927	2.5357	1600	0.8885	0.1637	0.8885	0.9426
0.0927	2.5388	1602	0.9163	0.1637	0.9163	0.9572
0.0927	2.5420	1604	0.8720	0.0654	0.8720	0.9338
0.0927	2.5452	1606	0.8124	0.3016	0.8124	0.9013
0.0927	2.5483	1608	0.8105	0.1538	0.8105	0.9003
0.0927	2.5515	1610	0.8013	0.1538	0.8013	0.8951
0.0927	2.5547	1612	0.7857	0.1538	0.7857	0.8864
0.0927	2.5578	1614	0.8308	0.1538	0.8308	0.9115
0.0927	2.5610	1616	0.8935	0.0654	0.8935	0.9453
0.0927	2.5642	1618	0.8970	0.0654	0.8970	0.9471
0.0927	2.5674	1620	0.8619	0.1538	0.8619	0.9284
0.0927	2.5705	1622	0.8399	0.1538	0.8399	0.9165
0.0927	2.5737	1624	0.8456	0.1538	0.8456	0.9196
0.0927	2.5769	1626	0.9080	-0.0593	0.9080	0.9529
0.0927	2.5800	1628	1.0589	0.1444	1.0589	1.0290
0.0927	2.5832	1630	1.1339	0.1444	1.1339	1.0648
0.0927	2.5864	1632	1.0654	0.1444	1.0654	1.0322
0.0927	2.5895	1634	0.9711	-0.0694	0.9711	0.9854
0.0927	2.5927	1636	0.9213	-0.0694	0.9213	0.9598
0.0927	2.5959	1638	0.8880	0.1538	0.8880	0.9424
0.0927	2.5990	1640	0.8584	0.1538	0.8584	0.9265
0.0927	2.6022	1642	0.8789	0.1538	0.8789	0.9375
0.0927	2.6054	1644	0.9360	-0.0694	0.9360	0.9674
0.0927	2.6086	1646	0.9213	-0.0593	0.9213	0.9598
0.0927	2.6117	1648	0.8909	0.1538	0.8909	0.9439
0.0927	2.6149	1650	0.8893	0.1538	0.8893	0.9430
0.0927	2.6181	1652	0.9075	-0.0476	0.9075	0.9526
0.0927	2.6212	1654	0.9558	-0.0694	0.9558	0.9776
0.0927	2.6244	1656	0.9614	-0.0694	0.9614	0.9805
0.0927	2.6276	1658	0.9362	-0.0593	0.9362	0.9676
0.0927	2.6307	1660	0.8876	-0.0476	0.8876	0.9421
0.0927	2.6339	1662	0.8740	-0.0476	0.8740	0.9349
0.0927	2.6371	1664	0.8810	-0.0476	0.8810	0.9386
0.0927	2.6403	1666	0.9015	-0.0476	0.9015	0.9495
0.0927	2.6434	1668	0.8731	-0.0476	0.8731	0.9344
0.0927	2.6466	1670	0.8767	-0.0476	0.8767	0.9363
0.0927	2.6498	1672	0.9390	-0.0694	0.9390	0.9690
0.0927	2.6529	1674	0.9963	-0.2222	0.9963	0.9982
0.0927	2.6561	1676	1.0396	0.1637	1.0396	1.0196
0.0927	2.6593	1678	0.9694	-0.0694	0.9694	0.9846
0.0927	2.6624	1680	0.8781	0.1538	0.8781	0.9371
0.0927	2.6656	1682	0.8586	0.1538	0.8586	0.9266
0.0927	2.6688	1684	0.8917	-0.0476	0.8917	0.9443
0.0927	2.6719	1686	1.0147	-0.2222	1.0147	1.0073
0.0927	2.6751	1688	1.1232	0.1444	1.1232	1.0598
0.0927	2.6783	1690	1.0917	0.0351	1.0917	1.0449
0.0927	2.6815	1692	0.9795	-0.2222	0.9795	0.9897
0.0927	2.6846	1694	0.8981	-0.0476	0.8981	0.9477
0.0927	2.6878	1696	0.8646	0.1538	0.8646	0.9298
0.0927	2.6910	1698	0.8412	0.1538	0.8412	0.9172
0.0927	2.6941	1700	0.8502	0.1538	0.8502	0.9221
0.0927	2.6973	1702	0.8916	-0.0476	0.8916	0.9442
0.0927	2.7005	1704	0.8929	-0.0476	0.8929	0.9449
0.0927	2.7036	1706	0.9022	-0.0476	0.9022	0.9499
0.0927	2.7068	1708	0.8866	-0.0288	0.8866	0.9416
0.0927	2.7100	1710	0.9100	-0.0288	0.9100	0.9540
0.0927	2.7132	1712	0.9453	-0.0694	0.9453	0.9722
0.0927	2.7163	1714	0.9746	0.0494	0.9746	0.9872
0.0927	2.7195	1716	1.0365	0.1637	1.0365	1.0181
0.0927	2.7227	1718	1.0095	0.1637	1.0095	1.0047
0.0927	2.7258	1720	0.9727	0.0494	0.9727	0.9863
0.0927	2.7290	1722	0.8896	-0.0593	0.8896	0.9432
0.0927	2.7322	1724	0.8867	-0.0593	0.8867	0.9416
0.0927	2.7353	1726	0.8939	-0.0694	0.8939	0.9455
0.0927	2.7385	1728	0.9239	0.0494	0.9239	0.9612
0.0927	2.7417	1730	1.0443	0.1637	1.0443	1.0219
0.0927	2.7448	1732	1.0917	0.1444	1.0917	1.0449
0.0927	2.7480	1734	1.0100	0.1637	1.0100	1.0050
0.0927	2.7512	1736	0.8576	0.2092	0.8576	0.9261
0.0927	2.7544	1738	0.8003	0.1538	0.8003	0.8946
0.0927	2.7575	1740	0.8122	0.1538	0.8122	0.9012
0.0927	2.7607	1742	0.8730	0.2092	0.8730	0.9344
0.0927	2.7639	1744	0.9431	0.0494	0.9431	0.9711
0.0927	2.7670	1746	0.8847	0.2092	0.8847	0.9406
0.0927	2.7702	1748	0.8256	0.1538	0.8256	0.9086
0.0927	2.7734	1750	0.8066	0.1538	0.8066	0.8981
0.0927	2.7765	1752	0.7887	0.1538	0.7887	0.8881
0.0927	2.7797	1754	0.8035	0.1538	0.8035	0.8964
0.0927	2.7829	1756	0.8637	0.2092	0.8637	0.9294
0.0927	2.7861	1758	0.8472	-0.0694	0.8472	0.9204
0.0927	2.7892	1760	0.8044	0.1538	0.8044	0.8969
0.0927	2.7924	1762	0.8070	0.1538	0.8070	0.8984
0.0927	2.7956	1764	0.8396	-0.0593	0.8396	0.9163
0.0927	2.7987	1766	0.8093	0.1538	0.8093	0.8996
0.0927	2.8019	1768	0.7784	0.1818	0.7784	0.8823
0.0927	2.8051	1770	0.7910	0.1818	0.7910	0.8894
0.0927	2.8082	1772	0.8600	0.2092	0.8600	0.9274
0.0927	2.8114	1774	0.8913	0.0494	0.8913	0.9441
0.0927	2.8146	1776	0.8519	0.2092	0.8519	0.9230
0.0927	2.8177	1778	0.7945	-0.0476	0.7945	0.8913
0.0927	2.8209	1780	0.7475	0.1538	0.7475	0.8646
0.0927	2.8241	1782	0.7535	0.1538	0.7535	0.8681
0.0927	2.8273	1784	0.8154	0.2361	0.8154	0.9030
0.0927	2.8304	1786	0.8011	0.2361	0.8011	0.8951
0.0927	2.8336	1788	0.7345	0.1538	0.7345	0.8570
0.0927	2.8368	1790	0.7214	0.1538	0.7214	0.8494
0.0927	2.8399	1792	0.7379	0.1538	0.7379	0.8590
0.0927	2.8431	1794	0.8222	0.2361	0.8222	0.9067
0.0927	2.8463	1796	0.9364	0.1637	0.9364	0.9677
0.0927	2.8494	1798	0.9164	0.0494	0.9164	0.9573
0.0927	2.8526	1800	0.8366	0.2361	0.8366	0.9147
0.0927	2.8558	1802	0.7870	0.1270	0.7870	0.8871
0.0927	2.8590	1804	0.7731	0.1538	0.7731	0.8793
0.0927	2.8621	1806	0.8101	-0.0593	0.8101	0.9001
0.0927	2.8653	1808	0.8873	-0.0593	0.8873	0.9420
0.0927	2.8685	1810	0.8876	-0.0593	0.8876	0.9421
0.0927	2.8716	1812	0.8395	-0.0593	0.8395	0.9162
0.0927	2.8748	1814	0.7934	0.1538	0.7934	0.8907
0.0927	2.8780	1816	0.7937	0.1538	0.7937	0.8909
0.0927	2.8811	1818	0.8326	-0.0476	0.8326	0.9125
0.0927	2.8843	1820	0.8985	-0.0593	0.8985	0.9479
0.0927	2.8875	1822	0.9245	-0.0694	0.9245	0.9615
0.0927	2.8906	1824	0.8707	-0.0593	0.8707	0.9331
0.0927	2.8938	1826	0.8686	-0.0476	0.8686	0.9320
0.0927	2.8970	1828	0.8562	-0.0288	0.8562	0.9253
0.0927	2.9002	1830	0.8889	-0.0593	0.8889	0.9428
0.0927	2.9033	1832	0.9221	-0.0694	0.9221	0.9603
0.0927	2.9065	1834	1.0354	0.1444	1.0354	1.0176
0.0927	2.9097	1836	1.0701	0.1444	1.0701	1.0345
0.0927	2.9128	1838	0.9937	0.1637	0.9937	0.9969
0.0927	2.9160	1840	0.8748	-0.0593	0.8748	0.9353
0.0927	2.9192	1842	0.8334	0.1538	0.8334	0.9129
0.0927	2.9223	1844	0.8287	0.1538	0.8287	0.9104
0.0927	2.9255	1846	0.8498	0.1538	0.8498	0.9219
0.0927	2.9287	1848	0.8623	0.1538	0.8623	0.9286
0.0927	2.9319	1850	0.8890	-0.0593	0.8890	0.9429
0.0927	2.9350	1852	0.9116	-0.0593	0.9116	0.9548
0.0927	2.9382	1854	0.9746	-0.2222	0.9746	0.9872
0.0927	2.9414	1856	1.0631	-0.2222	1.0631	1.0311
0.0927	2.9445	1858	1.1366	0.0494	1.1366	1.0661
0.0927	2.9477	1860	1.0918	-0.2222	1.0918	1.0449
0.0927	2.9509	1862	1.0320	-0.2222	1.0320	1.0159
0.0927	2.9540	1864	1.0270	-0.2222	1.0270	1.0134
0.0927	2.9572	1866	1.0037	-0.2222	1.0037	1.0018
0.0927	2.9604	1868	0.9997	-0.2222	0.9997	0.9998
0.0927	2.9635	1870	1.0324	-0.2222	1.0324	1.0161
0.0927	2.9667	1872	0.9776	-0.2222	0.9776	0.9888
0.0927	2.9699	1874	0.9143	-0.0476	0.9143	0.9562
0.0927	2.9731	1876	0.9161	-0.0593	0.9161	0.9572
0.0927	2.9762	1878	0.9788	-0.2222	0.9788	0.9894
0.0927	2.9794	1880	1.0886	0.1637	1.0886	1.0434
0.0927	2.9826	1882	1.0731	0.1637	1.0731	1.0359
0.0927	2.9857	1884	0.9739	0.1637	0.9739	0.9869
0.0927	2.9889	1886	0.8959	-0.2222	0.8959	0.9465
0.0927	2.9921	1888	0.8635	-0.0476	0.8635	0.9292
0.0927	2.9952	1890	0.8667	-0.0288	0.8667	0.9309
0.0927	2.9984	1892	0.8930	-0.0593	0.8930	0.9450
0.0927	3.0016	1894	1.0100	0.1637	1.0100	1.0050
0.0927	3.0048	1896	1.1196	0.1444	1.1196	1.0581
0.0927	3.0079	1898	1.0954	0.1637	1.0954	1.0466
0.0927	3.0111	1900	0.9780	-0.0864	0.9780	0.9889
0.0927	3.0143	1902	0.8467	-0.0476	0.8467	0.9202
0.0927	3.0174	1904	0.8231	0.1538	0.8231	0.9072
0.0927	3.0206	1906	0.8205	0.1538	0.8205	0.9058
0.0927	3.0238	1908	0.8458	-0.0476	0.8458	0.9197
0.0927	3.0269	1910	0.8698	-0.0593	0.8698	0.9326
0.0927	3.0301	1912	0.8687	-0.0593	0.8687	0.9321
0.0927	3.0333	1914	0.8611	-0.0476	0.8611	0.9280
0.0927	3.0365	1916	0.8668	-0.0476	0.8668	0.9310
0.0927	3.0396	1918	0.8915	-0.0593	0.8915	0.9442
0.0927	3.0428	1920	0.9687	0.1637	0.9687	0.9842
0.0927	3.0460	1922	0.9828	0.1637	0.9828	0.9914
0.0927	3.0491	1924	0.9107	-0.2222	0.9107	0.9543
0.0927	3.0523	1926	0.8991	-0.2222	0.8991	0.9482
0.0927	3.0555	1928	0.9195	0.1637	0.9195	0.9589
0.0927	3.0586	1930	0.9135	-0.2222	0.9135	0.9558
0.0927	3.0618	1932	0.8580	-0.0593	0.8580	0.9263
0.0927	3.0650	1934	0.8645	-0.0593	0.8645	0.9298
0.0927	3.0681	1936	0.9077	-0.0593	0.9077	0.9527
0.0927	3.0713	1938	0.9864	0.0494	0.9864	0.9932
0.0927	3.0745	1940	1.1234	0.1637	1.1234	1.0599
0.0927	3.0777	1942	1.1675	0.1444	1.1675	1.0805
0.0927	3.0808	1944	1.0840	0.1637	1.0840	1.0411
0.0927	3.0840	1946	0.9395	-0.0694	0.9395	0.9693
0.0927	3.0872	1948	0.8641	-0.0476	0.8641	0.9296
0.0927	3.0903	1950	0.8281	0.1818	0.8281	0.9100
0.0927	3.0935	1952	0.8366	0.1818	0.8366	0.9147
0.0927	3.0967	1954	0.8469	0.1538	0.8469	0.9203
0.0927	3.0998	1956	0.8994	-0.0593	0.8994	0.9484
0.0927	3.1030	1958	0.9562	-0.0593	0.9562	0.9778
0.0927	3.1062	1960	0.9485	-0.0593	0.9485	0.9739
0.0927	3.1094	1962	0.9126	-0.0593	0.9126	0.9553
0.0927	3.1125	1964	0.9109	-0.0288	0.9109	0.9544
0.0927	3.1157	1966	0.9115	-0.0405	0.9115	0.9547
0.0927	3.1189	1968	0.9103	-0.0593	0.9103	0.9541
0.0927	3.1220	1970	0.9262	-0.0593	0.9262	0.9624
0.0927	3.1252	1972	0.9232	-0.0593	0.9232	0.9608
0.0927	3.1284	1974	0.9171	-0.2222	0.9171	0.9577
0.0927	3.1315	1976	0.8957	-0.0593	0.8957	0.9464
0.0927	3.1347	1978	0.8531	-0.0593	0.8531	0.9236
0.0927	3.1379	1980	0.8443	-0.0593	0.8443	0.9188
0.0927	3.1410	1982	0.8393	-0.0593	0.8393	0.9161
0.0927	3.1442	1984	0.8425	-0.0593	0.8425	0.9179
0.0927	3.1474	1986	0.8543	-0.0593	0.8543	0.9243
0.0927	3.1506	1988	0.8643	-0.0405	0.8643	0.9297
0.0927	3.1537	1990	0.9100	0.0494	0.9100	0.9539
0.0927	3.1569	1992	0.9648	0.1637	0.9648	0.9822
0.0927	3.1601	1994	0.9480	0.1637	0.9480	0.9736
0.0927	3.1632	1996	0.8559	-0.2222	0.8559	0.9251
0.0927	3.1664	1998	0.8087	0.0	0.8087	0.8993
0.078	3.1696	2000	0.8074	0.0179	0.8074	0.8985
0.078	3.1727	2002	0.8098	0.0	0.8098	0.8999
0.078	3.1759	2004	0.8375	-0.0593	0.8375	0.9151
0.078	3.1791	2006	0.8590	-0.2222	0.8590	0.9268
0.078	3.1823	2008	0.9122	0.1637	0.9122	0.9551
0.078	3.1854	2010	0.9192	0.1637	0.9192	0.9587
0.078	3.1886	2012	0.8676	-0.2222	0.8676	0.9315
0.078	3.1918	2014	0.8167	0.0	0.8167	0.9037
0.078	3.1949	2016	0.8187	0.0179	0.8187	0.9048
0.078	3.1981	2018	0.8250	0.0179	0.8250	0.9083
0.078	3.2013	2020	0.8281	0.0	0.8281	0.9100
0.078	3.2044	2022	0.8405	-0.0288	0.8405	0.9168
0.078	3.2076	2024	0.8792	-0.2222	0.8792	0.9377
0.078	3.2108	2026	0.9066	0.0494	0.9066	0.9522
0.078	3.2139	2028	0.9056	0.1637	0.9056	0.9516
0.078	3.2171	2030	0.8889	-0.0864	0.8889	0.9428
0.078	3.2203	2032	0.8597	-0.0593	0.8597	0.9272
0.078	3.2235	2034	0.8057	-0.0185	0.8057	0.8976
0.078	3.2266	2036	0.8009	0.0179	0.8009	0.8949
0.078	3.2298	2038	0.8068	-0.0185	0.8068	0.8982
0.078	3.2330	2040	0.8524	-0.0593	0.8524	0.9233
0.078	3.2361	2042	0.9027	0.1637	0.9027	0.9501
0.078	3.2393	2044	0.9074	0.1637	0.9074	0.9526
0.078	3.2425	2046	0.8502	-0.0593	0.8502	0.9221
0.078	3.2456	2048	0.8142	0.0	0.8142	0.9023
0.078	3.2488	2050	0.8192	0.1538	0.8192	0.9051
0.078	3.2520	2052	0.8603	-0.2222	0.8603	0.9275
0.078	3.2552	2054	0.8794	0.0494	0.8794	0.9378
0.078	3.2583	2056	0.8442	-0.0593	0.8442	0.9188
0.078	3.2615	2058	0.8192	-0.0476	0.8192	0.9051
0.078	3.2647	2060	0.8063	-0.2222	0.8063	0.8979
0.078	3.2678	2062	0.7929	0.0	0.7929	0.8905
0.078	3.2710	2064	0.7919	0.0179	0.7919	0.8899
0.078	3.2742	2066	0.8026	-0.2222	0.8026	0.8959
0.078	3.2773	2068	0.8268	-0.0476	0.8268	0.9093
0.078	3.2805	2070	0.8333	-0.0593	0.8333	0.9128
0.078	3.2837	2072	0.8391	-0.0593	0.8391	0.9160
0.078	3.2868	2074	0.8771	0.0494	0.8771	0.9365
0.078	3.2900	2076	0.8808	0.0494	0.8808	0.9385
0.078	3.2932	2078	0.8777	0.0494	0.8777	0.9369
0.078	3.2964	2080	0.8650	0.0494	0.8650	0.9301
0.078	3.2995	2082	0.8443	0.0494	0.8443	0.9188
0.078	3.3027	2084	0.8292	0.2361	0.8292	0.9106
0.078	3.3059	2086	0.8439	0.0494	0.8439	0.9186
0.078	3.3090	2088	0.8394	0.0494	0.8394	0.9162
0.078	3.3122	2090	0.8329	0.0494	0.8329	0.9126
0.078	3.3154	2092	0.8053	0.1818	0.8053	0.8974
0.078	3.3185	2094	0.8142	0.1818	0.8142	0.9023
0.078	3.3217	2096	0.8484	0.0494	0.8484	0.9211
0.078	3.3249	2098	0.8411	0.0723	0.8411	0.9171
0.078	3.3281	2100	0.8560	0.0723	0.8560	0.9252
0.078	3.3312	2102	0.8751	0.0494	0.8751	0.9355
0.078	3.3344	2104	0.8802	0.0494	0.8802	0.9382
0.078	3.3376	2106	0.8257	0.2361	0.8257	0.9087
0.078	3.3407	2108	0.8181	0.4296	0.8181	0.9045
0.078	3.3439	2110	0.8122	0.4296	0.8122	0.9012
0.078	3.3471	2112	0.8107	0.4296	0.8107	0.9004
0.078	3.3502	2114	0.8325	0.3889	0.8325	0.9124
0.078	3.3534	2116	0.8443	0.0494	0.8443	0.9189
0.078	3.3566	2118	0.8317	0.2092	0.8317	0.9120
0.078	3.3597	2120	0.7910	0.0	0.7910	0.8894
0.078	3.3629	2122	0.7851	0.0179	0.7851	0.8860
0.078	3.3661	2124	0.7971	0.1538	0.7971	0.8928
0.078	3.3693	2126	0.8627	0.0494	0.8627	0.9288
0.078	3.3724	2128	0.9009	0.1637	0.9009	0.9492
0.078	3.3756	2130	0.8744	0.1637	0.8744	0.9351
0.078	3.3788	2132	0.8323	0.0571	0.8323	0.9123
0.078	3.3819	2134	0.7879	0.0179	0.7879	0.8876
0.078	3.3851	2136	0.7816	0.0179	0.7816	0.8841
0.078	3.3883	2138	0.7978	0.1538	0.7978	0.8932
0.078	3.3914	2140	0.8141	0.1270	0.8141	0.9023
0.078	3.3946	2142	0.8421	0.2092	0.8421	0.9177
0.078	3.3978	2144	0.8284	0.1295	0.8284	0.9102
0.078	3.4010	2146	0.8314	0.0179	0.8314	0.9118
0.078	3.4041	2148	0.8400	0.1538	0.8400	0.9165
0.078	3.4073	2150	0.9039	0.0494	0.9039	0.9507
0.078	3.4105	2152	0.9522	0.1637	0.9522	0.9758
0.078	3.4136	2154	0.9087	0.0494	0.9087	0.9532
0.078	3.4168	2156	0.8288	0.1295	0.8288	0.9104
0.078	3.4200	2158	0.8127	0.0179	0.8127	0.9015
0.078	3.4231	2160	0.8138	0.0179	0.8138	0.9021
0.078	3.4263	2162	0.8183	0.0179	0.8183	0.9046
0.078	3.4295	2164	0.8362	0.1295	0.8362	0.9144
0.078	3.4326	2166	0.8901	-0.2222	0.8901	0.9434
0.078	3.4358	2168	0.8902	-0.0694	0.8902	0.9435
0.078	3.4390	2170	0.8433	-0.0405	0.8433	0.9183
0.078	3.4422	2172	0.8360	0.0179	0.8360	0.9143
0.078	3.4453	2174	0.8461	0.3433	0.8461	0.9199
0.078	3.4485	2176	0.8629	-0.0405	0.8629	0.9289
0.078	3.4517	2178	0.9279	0.1637	0.9279	0.9633
0.078	3.4548	2180	0.9522	0.1637	0.9522	0.9758
0.078	3.4580	2182	0.8826	0.3210	0.8826	0.9394
0.078	3.4612	2184	0.8199	-0.0405	0.8199	0.9055
0.078	3.4643	2186	0.8095	0.1538	0.8095	0.8997
0.078	3.4675	2188	0.8117	0.1538	0.8117	0.9010
0.078	3.4707	2190	0.8178	0.1538	0.8178	0.9043
0.078	3.4739	2192	0.8193	0.1538	0.8193	0.9051
0.078	3.4770	2194	0.8267	-0.0288	0.8267	0.9093
0.078	3.4802	2196	0.8603	-0.0405	0.8603	0.9275
0.078	3.4834	2198	0.8592	-0.0405	0.8592	0.9269
0.078	3.4865	2200	0.8240	-0.0288	0.8240	0.9077
0.078	3.4897	2202	0.8083	0.0179	0.8083	0.8990
0.078	3.4929	2204	0.7986	0.0179	0.7986	0.8936
0.078	3.4960	2206	0.7931	0.1818	0.7931	0.8906
0.078	3.4992	2208	0.8017	0.1538	0.8017	0.8954
0.078	3.5024	2210	0.7964	0.1538	0.7964	0.8924
0.078	3.5055	2212	0.7812	0.1852	0.7812	0.8839
0.078	3.5087	2214	0.7745	0.0179	0.7745	0.8800
0.078	3.5119	2216	0.7974	0.2080	0.7974	0.8930
0.078	3.5151	2218	0.8059	0.2080	0.8059	0.8977
0.078	3.5182	2220	0.8004	0.3433	0.8004	0.8946
0.078	3.5214	2222	0.8112	0.1818	0.8112	0.9007
0.078	3.5246	2224	0.8214	0.3433	0.8214	0.9063
0.078	3.5277	2226	0.8261	-0.0154	0.8261	0.9089
0.078	3.5309	2228	0.8321	-0.0154	0.8321	0.9122
0.078	3.5341	2230	0.8378	-0.0405	0.8378	0.9153
0.078	3.5372	2232	0.8240	-0.0288	0.8240	0.9077
0.078	3.5404	2234	0.8220	-0.0288	0.8220	0.9066
0.078	3.5436	2236	0.7918	-0.0154	0.7918	0.8898
0.078	3.5468	2238	0.7871	0.1818	0.7871	0.8872
0.078	3.5499	2240	0.7896	0.1818	0.7896	0.8886
0.078	3.5531	2242	0.8022	-0.0154	0.8022	0.8957
0.078	3.5563	2244	0.8335	-0.0288	0.8335	0.9130
0.078	3.5594	2246	0.8797	0.0494	0.8797	0.9379
0.078	3.5626	2248	0.8744	0.0494	0.8744	0.9351
0.078	3.5658	2250	0.8210	-0.0476	0.8210	0.9061
0.078	3.5689	2252	0.7960	0.1818	0.7960	0.8922
0.078	3.5721	2254	0.8231	0.2080	0.8231	0.9072
0.078	3.5753	2256	0.8166	0.2080	0.8166	0.9037
0.078	3.5784	2258	0.7879	0.1818	0.7879	0.8877
0.078	3.5816	2260	0.7879	0.1818	0.7879	0.8876
0.078	3.5848	2262	0.8197	-0.0476	0.8197	0.9054
0.078	3.5880	2264	0.8306	-0.0476	0.8306	0.9114
0.078	3.5911	2266	0.7972	-0.0288	0.7972	0.8928
0.078	3.5943	2268	0.7868	0.1818	0.7868	0.8870
0.078	3.5975	2270	0.7914	-0.0154	0.7914	0.8896
0.078	3.6006	2272	0.8031	-0.0288	0.8031	0.8962
0.078	3.6038	2274	0.8033	0.1538	0.8033	0.8963
0.078	3.6070	2276	0.8178	0.3433	0.8178	0.9043
0.078	3.6101	2278	0.8216	0.1538	0.8216	0.9064
0.078	3.6133	2280	0.8331	-0.0288	0.8331	0.9128
0.078	3.6165	2282	0.8298	-0.0288	0.8298	0.9109
0.078	3.6197	2284	0.8387	-0.0476	0.8387	0.9158
0.078	3.6228	2286	0.8336	-0.0476	0.8336	0.9130
0.078	3.6260	2288	0.8158	-0.0154	0.8158	0.9032
0.078	3.6292	2290	0.8100	0.1818	0.8100	0.9000
0.078	3.6323	2292	0.8115	-0.0154	0.8115	0.9008
0.078	3.6355	2294	0.8416	-0.0476	0.8416	0.9174
0.078	3.6387	2296	0.8634	-0.0476	0.8634	0.9292
0.078	3.6418	2298	0.8752	-0.0476	0.8752	0.9355
0.078	3.6450	2300	0.8671	-0.0288	0.8671	0.9312
0.078	3.6482	2302	0.8624	-0.0288	0.8624	0.9287
0.078	3.6513	2304	0.8647	-0.0288	0.8647	0.9299
0.078	3.6545	2306	0.8851	-0.2222	0.8851	0.9408
0.078	3.6577	2308	0.8835	-0.2222	0.8835	0.9400
0.078	3.6609	2310	0.8607	-0.0288	0.8607	0.9277
0.078	3.6640	2312	0.8554	-0.0154	0.8554	0.9249
0.078	3.6672	2314	0.8483	0.1818	0.8483	0.9210
0.078	3.6704	2316	0.8452	0.1818	0.8452	0.9194
0.078	3.6735	2318	0.8487	-0.0154	0.8487	0.9212
0.078	3.6767	2320	0.8872	-0.2222	0.8872	0.9419
0.078	3.6799	2322	0.9215	-0.1911	0.9215	0.9600
0.078	3.6830	2324	0.9090	-0.0288	0.9090	0.9534
0.078	3.6862	2326	0.9019	-0.0154	0.9019	0.9497
0.078	3.6894	2328	0.8970	-0.0154	0.8970	0.9471
0.078	3.6926	2330	0.8973	-0.0288	0.8973	0.9473
0.078	3.6957	2332	0.8815	-0.0476	0.8815	0.9389
0.078	3.6989	2334	0.8557	-0.0342	0.8557	0.9250
0.078	3.7021	2336	0.8455	-0.0342	0.8455	0.9195
0.078	3.7052	2338	0.8563	-0.0342	0.8563	0.9254
0.078	3.7084	2340	0.9095	-0.2222	0.9095	0.9537
0.078	3.7116	2342	0.9451	0.0494	0.9451	0.9721
0.078	3.7147	2344	0.9233	-0.2222	0.9233	0.9609
0.078	3.7179	2346	0.9165	-0.1911	0.9165	0.9574
0.078	3.7211	2348	0.9146	-0.0405	0.9146	0.9563
0.078	3.7242	2350	0.9111	-0.0405	0.9111	0.9545
0.078	3.7274	2352	0.8865	-0.0154	0.8865	0.9415
0.078	3.7306	2354	0.8694	-0.0154	0.8694	0.9324
0.078	3.7338	2356	0.8536	-0.0154	0.8536	0.9239
0.078	3.7369	2358	0.8853	-0.0593	0.8853	0.9409
0.078	3.7401	2360	0.9540	0.0494	0.9540	0.9767
0.078	3.7433	2362	0.9382	0.0494	0.9382	0.9686
0.078	3.7464	2364	0.8608	-0.0593	0.8608	0.9278
0.078	3.7496	2366	0.8063	0.1852	0.8063	0.8980
0.078	3.7528	2368	0.8069	0.1852	0.8069	0.8983
0.078	3.7559	2370	0.8255	-0.0342	0.8255	0.9085
0.078	3.7591	2372	0.8808	-0.0593	0.8808	0.9385
0.078	3.7623	2374	0.9325	-0.0694	0.9325	0.9657
0.078	3.7655	2376	0.9049	-0.0593	0.9049	0.9513
0.078	3.7686	2378	0.8728	-0.0476	0.8728	0.9343
0.078	3.7718	2380	0.8566	-0.0288	0.8566	0.9255
0.078	3.7750	2382	0.8727	-0.0476	0.8727	0.9342
0.078	3.7781	2384	0.8757	-0.0476	0.8757	0.9358
0.078	3.7813	2386	0.8528	-0.0476	0.8528	0.9235
0.078	3.7845	2388	0.8312	-0.0154	0.8312	0.9117
0.078	3.7876	2390	0.8339	-0.0476	0.8339	0.9132
0.078	3.7908	2392	0.8454	-0.0476	0.8454	0.9194
0.078	3.7940	2394	0.8702	-0.0476	0.8702	0.9328
0.078	3.7971	2396	0.8942	-0.0593	0.8942	0.9456
0.078	3.8003	2398	0.9177	0.0494	0.9177	0.9580
0.078	3.8035	2400	0.8792	-0.0593	0.8792	0.9376
0.078	3.8067	2402	0.8532	-0.0593	0.8532	0.9237
0.078	3.8098	2404	0.8158	-0.0342	0.8158	0.9032
0.078	3.8130	2406	0.8144	-0.0342	0.8144	0.9024
0.078	3.8162	2408	0.8325	-0.0476	0.8325	0.9124
0.078	3.8193	2410	0.8703	-0.0593	0.8703	0.9329
0.078	3.8225	2412	0.8654	-0.0593	0.8654	0.9303
0.078	3.8257	2414	0.8541	-0.0342	0.8541	0.9242
0.078	3.8288	2416	0.8626	-0.0342	0.8626	0.9288
0.078	3.8320	2418	0.8936	-0.2222	0.8936	0.9453
0.078	3.8352	2420	0.8826	-0.0154	0.8826	0.9394
0.078	3.8384	2422	0.8925	-0.0154	0.8925	0.9447
0.078	3.8415	2424	0.9009	-0.0154	0.9009	0.9492
0.078	3.8447	2426	0.9158	-0.1892	0.9158	0.9570
0.078	3.8479	2428	0.9659	0.0494	0.9659	0.9828
0.078	3.8510	2430	1.0195	0.0494	1.0195	1.0097
0.078	3.8542	2432	0.9917	0.0494	0.9917	0.9958
0.078	3.8574	2434	0.9236	0.0494	0.9236	0.9610
0.078	3.8605	2436	0.8477	-0.0342	0.8477	0.9207
0.078	3.8637	2438	0.8105	0.1852	0.8105	0.9003
0.078	3.8669	2440	0.8069	0.1852	0.8069	0.8983
0.078	3.8700	2442	0.8194	-0.0342	0.8194	0.9052
0.078	3.8732	2444	0.8378	-0.0476	0.8378	0.9153
0.078	3.8764	2446	0.8685	0.0494	0.8685	0.9319
0.078	3.8796	2448	0.9129	0.0494	0.9129	0.9555
0.078	3.8827	2450	0.8943	0.0494	0.8943	0.9457
0.078	3.8859	2452	0.8529	-0.0154	0.8529	0.9235
0.078	3.8891	2454	0.8783	0.3433	0.8783	0.9372
0.078	3.8922	2456	0.8871	0.3433	0.8871	0.9418
0.078	3.8954	2458	0.8688	0.1818	0.8688	0.9321
0.078	3.8986	2460	0.8722	-0.2222	0.8722	0.9339
0.078	3.9017	2462	0.9595	0.0494	0.9595	0.9796
0.078	3.9049	2464	0.9846	0.0494	0.9846	0.9923
0.078	3.9081	2466	0.9356	0.0494	0.9356	0.9673
0.078	3.9113	2468	0.8557	-0.2222	0.8557	0.9251
0.078	3.9144	2470	0.8391	0.1818	0.8391	0.9160

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

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 13, 2024
Updated: Nov 20, 2024