ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k30_task1_organization

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k30_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k30_task1_organization is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

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

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Dec 4, 2024
Updated: Dec 4, 2024
SHA: 1f731f17

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

ArabicNewSplits2_FineTuningAraBERT_run1_AugV4_k30_task1_organization

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

Loss: 0.7699
Qwk: 0.6434
Mse: 0.7699
Rmse: 0.8774

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	0.0080	2	4.5409	-0.0070	4.5409	2.1309
No log	0.0159	4	2.8660	0.1071	2.8660	1.6929
No log	0.0239	6	1.5435	0.1117	1.5435	1.2424
No log	0.0319	8	1.3483	0.1624	1.3483	1.1612
No log	0.0398	10	1.0996	0.262	1.0996	1.0486
No log	0.0478	12	1.3499	0.0465	1.3499	1.1619
No log	0.0558	14	1.6305	0.0762	1.6305	1.2769
No log	0.0637	16	1.6073	-0.0017	1.6073	1.2678
No log	0.0717	18	1.7806	0.0753	1.7806	1.3344
No log	0.0797	20	1.8408	0.0526	1.8408	1.3567
No log	0.0876	22	1.9765	0.2053	1.9765	1.4059
No log	0.0956	24	1.7368	0.2566	1.7368	1.3179
No log	0.1036	26	1.6356	0.2143	1.6356	1.2789
No log	0.1116	28	1.6818	0.2595	1.6818	1.2968
No log	0.1195	30	1.7554	0.1600	1.7554	1.3249
No log	0.1275	32	1.8860	0.0357	1.8860	1.3733
No log	0.1355	34	1.6715	0.0171	1.6715	1.2928
No log	0.1434	36	1.4853	0.1412	1.4853	1.2187
No log	0.1514	38	1.4243	0.2870	1.4243	1.1934
No log	0.1594	40	1.7953	0.2314	1.7953	1.3399
No log	0.1673	42	1.9536	0.2607	1.9536	1.3977
No log	0.1753	44	1.3969	0.2863	1.3969	1.1819
No log	0.1833	46	1.0924	0.3784	1.0924	1.0452
No log	0.1912	48	0.9260	0.4569	0.9260	0.9623
No log	0.1992	50	0.9985	0.3279	0.9985	0.9992
No log	0.2072	52	1.3767	0.3324	1.3767	1.1733
No log	0.2151	54	1.4239	0.3605	1.4239	1.1933
No log	0.2231	56	1.2566	0.3361	1.2566	1.1210
No log	0.2311	58	0.9608	0.4913	0.9608	0.9802
No log	0.2390	60	0.9228	0.4956	0.9228	0.9606
No log	0.2470	62	1.3521	0.4308	1.3521	1.1628
No log	0.2550	64	1.7287	0.3859	1.7287	1.3148
No log	0.2629	66	1.3612	0.4375	1.3612	1.1667
No log	0.2709	68	0.9692	0.4142	0.9692	0.9845
No log	0.2789	70	1.2259	0.4609	1.2259	1.1072
No log	0.2869	72	2.3248	0.3501	2.3248	1.5247
No log	0.2948	74	2.8024	0.1538	2.8024	1.6740
No log	0.3028	76	2.2608	0.2516	2.2608	1.5036
No log	0.3108	78	1.5059	0.3347	1.5059	1.2271
No log	0.3187	80	1.4373	0.3571	1.4373	1.1989
No log	0.3267	82	1.7831	0.3913	1.7831	1.3353
No log	0.3347	84	2.7664	0.2267	2.7664	1.6632
No log	0.3426	86	3.1120	0.2223	3.1120	1.7641
No log	0.3506	88	2.4102	0.3450	2.4102	1.5525
No log	0.3586	90	1.3693	0.3571	1.3693	1.1702
No log	0.3665	92	1.0355	0.4340	1.0355	1.0176
No log	0.3745	94	1.1255	0.4202	1.1255	1.0609
No log	0.3825	96	1.6380	0.3495	1.6380	1.2798
No log	0.3904	98	1.8459	0.3762	1.8459	1.3586
No log	0.3984	100	1.6196	0.4420	1.6196	1.2726
No log	0.4064	102	1.2424	0.5855	1.2424	1.1146
No log	0.4143	104	1.0799	0.6010	1.0799	1.0392
No log	0.4223	106	1.1106	0.5322	1.1106	1.0539
No log	0.4303	108	1.6159	0.3670	1.6159	1.2712
No log	0.4382	110	1.8873	0.3571	1.8873	1.3738
No log	0.4462	112	1.4853	0.4466	1.4853	1.2187
No log	0.4542	114	0.8926	0.5708	0.8926	0.9448
No log	0.4622	116	0.8474	0.5885	0.8474	0.9205
No log	0.4701	118	1.2883	0.4573	1.2883	1.1351
No log	0.4781	120	1.5687	0.4264	1.5687	1.2525
No log	0.4861	122	2.0223	0.3838	2.0223	1.4221
No log	0.4940	124	2.0106	0.4096	2.0106	1.4180
No log	0.5020	126	1.9432	0.3909	1.9432	1.3940
No log	0.5100	128	1.8621	0.4057	1.8621	1.3646
No log	0.5179	130	1.2386	0.5800	1.2386	1.1129
No log	0.5259	132	1.2426	0.6006	1.2426	1.1147
No log	0.5339	134	1.7315	0.4276	1.7315	1.3159
No log	0.5418	136	1.8455	0.4277	1.8455	1.3585
No log	0.5498	138	1.9766	0.4277	1.9766	1.4059
No log	0.5578	140	1.6205	0.4342	1.6205	1.2730
No log	0.5657	142	1.2315	0.4136	1.2315	1.1097
No log	0.5737	144	1.0483	0.4947	1.0483	1.0239
No log	0.5817	146	1.2755	0.4141	1.2755	1.1294
No log	0.5896	148	1.8219	0.3732	1.8219	1.3498
No log	0.5976	150	2.0199	0.3346	2.0199	1.4212
No log	0.6056	152	1.9311	0.4365	1.9311	1.3896
No log	0.6135	154	2.5160	0.3582	2.5160	1.5862
No log	0.6215	156	3.4366	0.2461	3.4366	1.8538
No log	0.6295	158	3.2970	0.2679	3.2970	1.8158
No log	0.6375	160	2.2187	0.3995	2.2187	1.4895
No log	0.6454	162	1.3336	0.3937	1.3336	1.1548
No log	0.6534	164	1.3437	0.3673	1.3437	1.1592
No log	0.6614	166	2.0591	0.4083	2.0591	1.4350
No log	0.6693	168	2.5432	0.3253	2.5432	1.5947
No log	0.6773	170	2.2722	0.3483	2.2722	1.5074
No log	0.6853	172	1.5873	0.3766	1.5873	1.2599
No log	0.6932	174	1.1410	0.3950	1.1410	1.0682
No log	0.7012	176	1.1199	0.4605	1.1199	1.0582
No log	0.7092	178	1.3637	0.3766	1.3637	1.1678
No log	0.7171	180	1.7065	0.3922	1.7065	1.3063
No log	0.7251	182	1.4839	0.3766	1.4839	1.2181
No log	0.7331	184	1.1724	0.4501	1.1724	1.0828
No log	0.7410	186	1.0612	0.4860	1.0612	1.0302
No log	0.7490	188	1.3054	0.3753	1.3054	1.1426
No log	0.7570	190	1.4552	0.4255	1.4552	1.2063
No log	0.7649	192	1.5114	0.4486	1.5114	1.2294
No log	0.7729	194	1.6284	0.4865	1.6284	1.2761
No log	0.7809	196	1.3006	0.5758	1.3006	1.1404
No log	0.7888	198	1.0010	0.6160	1.0010	1.0005
No log	0.7968	200	0.9241	0.6179	0.9241	0.9613
No log	0.8048	202	1.0112	0.6064	1.0112	1.0056
No log	0.8127	204	1.0435	0.5404	1.0435	1.0215
No log	0.8207	206	0.9196	0.5889	0.9196	0.9589
No log	0.8287	208	0.7853	0.6327	0.7853	0.8862
No log	0.8367	210	0.7846	0.6113	0.7846	0.8858
No log	0.8446	212	0.9595	0.6161	0.9595	0.9796
No log	0.8526	214	1.1953	0.5250	1.1953	1.0933
No log	0.8606	216	1.2413	0.5302	1.2413	1.1141
No log	0.8685	218	0.9233	0.6429	0.9233	0.9609
No log	0.8765	220	0.7572	0.7255	0.7572	0.8702
No log	0.8845	222	0.7348	0.7320	0.7348	0.8572
No log	0.8924	224	0.8608	0.6858	0.8608	0.9278
No log	0.9004	226	1.0293	0.6504	1.0293	1.0145
No log	0.9084	228	0.9356	0.6759	0.9356	0.9673
No log	0.9163	230	0.7208	0.6723	0.7208	0.8490
No log	0.9243	232	0.6770	0.7101	0.6770	0.8228
No log	0.9323	234	0.7986	0.6606	0.7986	0.8936
No log	0.9402	236	0.9232	0.6846	0.9232	0.9609
No log	0.9482	238	0.7082	0.7215	0.7082	0.8416
No log	0.9562	240	0.6324	0.7105	0.6324	0.7953
No log	0.9641	242	0.7504	0.7097	0.7504	0.8663
No log	0.9721	244	1.2311	0.5034	1.2311	1.1095
No log	0.9801	246	1.3788	0.4911	1.3788	1.1742
No log	0.9880	248	1.2125	0.4627	1.2125	1.1012
No log	0.9960	250	1.3090	0.4622	1.3090	1.1441
No log	1.0040	252	1.4524	0.4808	1.4524	1.2051
No log	1.0120	254	1.6493	0.4695	1.6493	1.2843
No log	1.0199	256	1.3746	0.4931	1.3746	1.1724
No log	1.0279	258	0.9569	0.5726	0.9569	0.9782
No log	1.0359	260	0.9478	0.5726	0.9478	0.9735
No log	1.0438	262	1.1735	0.4860	1.1735	1.0833
No log	1.0518	264	1.2785	0.5182	1.2785	1.1307
No log	1.0598	266	1.1781	0.5335	1.1781	1.0854
No log	1.0677	268	0.9439	0.6082	0.9439	0.9716
No log	1.0757	270	0.7367	0.6869	0.7367	0.8583
No log	1.0837	272	0.7058	0.6811	0.7058	0.8401
No log	1.0916	274	0.7808	0.6442	0.7808	0.8836
No log	1.0996	276	0.7581	0.6855	0.7581	0.8707
No log	1.1076	278	0.7350	0.6608	0.7350	0.8573
No log	1.1155	280	0.6866	0.7053	0.6866	0.8286
No log	1.1235	282	0.7245	0.6811	0.7245	0.8512
No log	1.1315	284	0.9099	0.6181	0.9099	0.9539
No log	1.1394	286	0.9711	0.6181	0.9711	0.9854
No log	1.1474	288	0.8393	0.6733	0.8393	0.9161
No log	1.1554	290	0.7158	0.7032	0.7158	0.8461
No log	1.1633	292	0.8642	0.6408	0.8642	0.9296
No log	1.1713	294	1.0683	0.5830	1.0683	1.0336
No log	1.1793	296	1.1314	0.6083	1.1314	1.0637
No log	1.1873	298	1.1413	0.6083	1.1413	1.0683
No log	1.1952	300	0.9739	0.6412	0.9739	0.9868
No log	1.2032	302	0.8723	0.5720	0.8723	0.9340
No log	1.2112	304	0.9289	0.6092	0.9289	0.9638
No log	1.2191	306	0.9768	0.6092	0.9768	0.9883
No log	1.2271	308	1.0182	0.6163	1.0182	1.0091
No log	1.2351	310	0.9989	0.6163	0.9989	0.9995
No log	1.2430	312	0.8158	0.6129	0.8158	0.9032
No log	1.2510	314	0.6558	0.6519	0.6558	0.8098
No log	1.2590	316	0.7306	0.6802	0.7306	0.8548
No log	1.2669	318	0.8797	0.6718	0.8797	0.9379
No log	1.2749	320	0.7889	0.6679	0.7889	0.8882
No log	1.2829	322	0.6521	0.6901	0.6521	0.8075
No log	1.2908	324	0.6949	0.6585	0.6949	0.8336
No log	1.2988	326	0.8316	0.5955	0.8316	0.9119
No log	1.3068	328	0.8808	0.5817	0.8808	0.9385
No log	1.3147	330	1.0262	0.6023	1.0262	1.0130
No log	1.3227	332	1.0308	0.5726	1.0308	1.0153
No log	1.3307	334	1.0126	0.5726	1.0126	1.0063
No log	1.3386	336	1.0195	0.5726	1.0195	1.0097
No log	1.3466	338	1.0011	0.5997	1.0011	1.0006
No log	1.3546	340	1.0056	0.5997	1.0056	1.0028
No log	1.3625	342	0.9936	0.5997	0.9936	0.9968
No log	1.3705	344	0.9907	0.5997	0.9907	0.9953
No log	1.3785	346	1.0662	0.5595	1.0662	1.0326
No log	1.3865	348	0.9624	0.6289	0.9624	0.9810
No log	1.3944	350	1.2220	0.5753	1.2220	1.1054
No log	1.4024	352	1.4607	0.4677	1.4607	1.2086
No log	1.4104	354	1.3273	0.5226	1.3273	1.1521
No log	1.4183	356	0.8467	0.5840	0.8467	0.9202
No log	1.4263	358	0.6757	0.5970	0.6757	0.8220
No log	1.4343	360	0.7081	0.5676	0.7081	0.8415
No log	1.4422	362	0.9508	0.6023	0.9508	0.9751
No log	1.4502	364	1.1110	0.5572	1.1110	1.0540
No log	1.4582	366	1.0710	0.5645	1.0710	1.0349
No log	1.4661	368	0.7609	0.6434	0.7609	0.8723
No log	1.4741	370	0.6222	0.6618	0.6222	0.7888
No log	1.4821	372	0.6347	0.6618	0.6347	0.7967
No log	1.4900	374	0.7852	0.6858	0.7852	0.8861
No log	1.4980	376	1.0539	0.5831	1.0539	1.0266
No log	1.5060	378	1.1317	0.5661	1.1317	1.0638
No log	1.5139	380	0.8736	0.6547	0.8736	0.9347
No log	1.5219	382	0.6099	0.7218	0.6099	0.7810
No log	1.5299	384	0.5458	0.7360	0.5458	0.7388
No log	1.5378	386	0.6222	0.7017	0.6222	0.7888
No log	1.5458	388	0.8086	0.6240	0.8086	0.8992
No log	1.5538	390	1.0631	0.5767	1.0631	1.0311
No log	1.5618	392	1.0669	0.5747	1.0669	1.0329
No log	1.5697	394	0.7801	0.6858	0.7801	0.8832
No log	1.5777	396	0.5437	0.7360	0.5437	0.7373
No log	1.5857	398	0.4965	0.7068	0.4965	0.7046
No log	1.5936	400	0.5411	0.7171	0.5411	0.7356
No log	1.6016	402	0.7334	0.7	0.7334	0.8564
No log	1.6096	404	0.8271	0.6055	0.8271	0.9094
No log	1.6175	406	0.6804	0.6941	0.6804	0.8249
No log	1.6255	408	0.5486	0.6870	0.5486	0.7406
No log	1.6335	410	0.5404	0.7196	0.5404	0.7351
No log	1.6414	412	0.5546	0.7188	0.5546	0.7447
No log	1.6494	414	0.6956	0.6941	0.6956	0.8341
No log	1.6574	416	0.9846	0.5919	0.9846	0.9923
No log	1.6653	418	1.0811	0.5422	1.0811	1.0398
No log	1.6733	420	0.9057	0.5885	0.9057	0.9517
No log	1.6813	422	0.8485	0.5402	0.8485	0.9211
No log	1.6892	424	0.9761	0.5593	0.9761	0.9880
No log	1.6972	426	1.2244	0.5207	1.2244	1.1065
No log	1.7052	428	1.2250	0.4906	1.2250	1.1068
No log	1.7131	430	1.1385	0.5225	1.1385	1.0670
No log	1.7211	432	1.1176	0.4643	1.1176	1.0572
No log	1.7291	434	1.3560	0.4526	1.3560	1.1645
No log	1.7371	436	1.8200	0.4344	1.8200	1.3491
No log	1.7450	438	2.0026	0.3617	2.0026	1.4151
No log	1.7530	440	1.8767	0.3362	1.8767	1.3699
No log	1.7610	442	1.5731	0.4258	1.5731	1.2542
No log	1.7689	444	1.2650	0.4600	1.2650	1.1247
No log	1.7769	446	1.0674	0.4490	1.0674	1.0332
No log	1.7849	448	0.9719	0.5283	0.9719	0.9858
No log	1.7928	450	1.0403	0.5044	1.0403	1.0200
No log	1.8008	452	1.0738	0.5634	1.0738	1.0362
No log	1.8088	454	1.2004	0.5302	1.2004	1.0956
No log	1.8167	456	1.1801	0.4990	1.1801	1.0863
No log	1.8247	458	0.9344	0.6220	0.9344	0.9666
No log	1.8327	460	0.6885	0.6976	0.6885	0.8298
No log	1.8406	462	0.6147	0.7125	0.6147	0.7840
No log	1.8486	464	0.6411	0.6689	0.6411	0.8007
No log	1.8566	466	0.7918	0.628	0.7918	0.8898
No log	1.8645	468	1.1653	0.5726	1.1653	1.0795
No log	1.8725	470	1.3515	0.4793	1.3515	1.1625
No log	1.8805	472	1.2661	0.4836	1.2661	1.1252
No log	1.8884	474	1.1254	0.4846	1.1254	1.0609
No log	1.8964	476	1.0816	0.5237	1.0816	1.0400
No log	1.9044	478	1.0540	0.5512	1.0540	1.0266
No log	1.9124	480	1.0005	0.5512	1.0005	1.0002
No log	1.9203	482	0.8453	0.6301	0.8453	0.9194
No log	1.9283	484	0.7770	0.6114	0.7770	0.8815
No log	1.9363	486	0.8606	0.6432	0.8606	0.9277
No log	1.9442	488	1.1007	0.625	1.1007	1.0492
No log	1.9522	490	1.1791	0.5899	1.1791	1.0859
No log	1.9602	492	1.1285	0.5353	1.1285	1.0623
No log	1.9681	494	1.1219	0.5353	1.1219	1.0592
No log	1.9761	496	1.1424	0.5237	1.1424	1.0688
No log	1.9841	498	1.2673	0.4104	1.2673	1.1257
0.4665	1.9920	500	1.4579	0.4255	1.4579	1.2074
0.4665	2.0	502	1.6667	0.3359	1.6667	1.2910
0.4665	2.0080	504	1.6479	0.3859	1.6479	1.2837
0.4665	2.0159	506	1.4176	0.3904	1.4176	1.1906
0.4665	2.0239	508	1.0650	0.4113	1.0650	1.0320
0.4665	2.0319	510	0.8220	0.6216	0.8220	0.9066
0.4665	2.0398	512	0.7574	0.6216	0.7574	0.8703
0.4665	2.0478	514	0.8204	0.6390	0.8204	0.9057
0.4665	2.0558	516	1.0388	0.5593	1.0388	1.0192
0.4665	2.0637	518	1.2231	0.5375	1.2231	1.1059
0.4665	2.0717	520	1.1462	0.5392	1.1462	1.0706
0.4665	2.0797	522	0.8946	0.6348	0.8946	0.9458
0.4665	2.0876	524	0.6618	0.6519	0.6618	0.8135
0.4665	2.0956	526	0.5957	0.6676	0.5957	0.7718
0.4665	2.1036	528	0.6115	0.6447	0.6115	0.7820
0.4665	2.1116	530	0.7027	0.6686	0.7027	0.8382
0.4665	2.1195	532	0.8948	0.6168	0.8948	0.9459
0.4665	2.1275	534	0.9716	0.6289	0.9716	0.9857
0.4665	2.1355	536	1.1275	0.5420	1.1275	1.0618
0.4665	2.1434	538	1.1064	0.5675	1.1064	1.0518
0.4665	2.1514	540	0.9109	0.6006	0.9109	0.9544
0.4665	2.1594	542	0.8616	0.5773	0.8616	0.9282
0.4665	2.1673	544	0.9692	0.5932	0.9692	0.9845
0.4665	2.1753	546	1.1835	0.5230	1.1835	1.0879
0.4665	2.1833	548	1.2488	0.4507	1.2488	1.1175
0.4665	2.1912	550	1.2424	0.4695	1.2424	1.1146
0.4665	2.1992	552	1.1423	0.5973	1.1423	1.0688
0.4665	2.2072	554	0.8980	0.6786	0.8980	0.9476
0.4665	2.2151	556	0.6915	0.6901	0.6915	0.8316
0.4665	2.2231	558	0.6384	0.6549	0.6384	0.7990
0.4665	2.2311	560	0.6736	0.6901	0.6736	0.8207
0.4665	2.2390	562	0.8799	0.6927	0.8799	0.9380
0.4665	2.2470	564	1.1940	0.5348	1.1940	1.0927
0.4665	2.2550	566	1.3154	0.4694	1.3154	1.1469
0.4665	2.2629	568	1.2635	0.5037	1.2635	1.1241
0.4665	2.2709	570	1.0489	0.5237	1.0489	1.0242
0.4665	2.2789	572	0.8667	0.5740	0.8667	0.9310
0.4665	2.2869	574	0.7414	0.6686	0.7414	0.8610
0.4665	2.2948	576	0.6908	0.6568	0.6908	0.8311
0.4665	2.3028	578	0.7357	0.6686	0.7357	0.8577
0.4665	2.3108	580	0.9307	0.5755	0.9307	0.9647
0.4665	2.3187	582	1.3109	0.4419	1.3109	1.1449
0.4665	2.3267	584	1.5218	0.4512	1.5218	1.2336
0.4665	2.3347	586	1.4394	0.4419	1.4394	1.1997
0.4665	2.3426	588	1.1425	0.5034	1.1425	1.0689
0.4665	2.3506	590	0.7988	0.6229	0.7988	0.8938
0.4665	2.3586	592	0.6614	0.6549	0.6614	0.8133
0.4665	2.3665	594	0.6692	0.6549	0.6692	0.8181
0.4665	2.3745	596	0.8036	0.6345	0.8036	0.8964
0.4665	2.3825	598	0.9148	0.5726	0.9148	0.9564
0.4665	2.3904	600	0.9505	0.5726	0.9505	0.9749
0.4665	2.3984	602	0.8711	0.5920	0.8711	0.9333
0.4665	2.4064	604	0.8634	0.6208	0.8634	0.9292
0.4665	2.4143	606	0.8097	0.6732	0.8097	0.8998
0.4665	2.4223	608	0.7574	0.6866	0.7574	0.8703
0.4665	2.4303	610	0.8009	0.6434	0.8009	0.8949
0.4665	2.4382	612	0.8193	0.6836	0.8193	0.9052
0.4665	2.4462	614	0.7736	0.6836	0.7736	0.8795
0.4665	2.4542	616	0.7153	0.6829	0.7153	0.8457
0.4665	2.4622	618	0.7467	0.6943	0.7467	0.8641
0.4665	2.4701	620	0.8831	0.6690	0.8831	0.9397
0.4665	2.4781	622	1.0580	0.5661	1.0580	1.0286
0.4665	2.4861	624	1.1648	0.4906	1.1648	1.0793
0.4665	2.4940	626	1.2151	0.4906	1.2151	1.1023
0.4665	2.5020	628	1.1179	0.5046	1.1179	1.0573
0.4665	2.5100	630	0.9684	0.6087	0.9684	0.9841
0.4665	2.5179	632	0.8495	0.5773	0.8495	0.9217
0.4665	2.5259	634	0.8748	0.5623	0.8748	0.9353
0.4665	2.5339	636	0.9267	0.6395	0.9267	0.9627
0.4665	2.5418	638	1.0995	0.5382	1.0995	1.0486
0.4665	2.5498	640	1.4156	0.4880	1.4156	1.1898
0.4665	2.5578	642	1.5653	0.4512	1.5653	1.2511
0.4665	2.5657	644	1.4604	0.478	1.4604	1.2085
0.4665	2.5737	646	1.1815	0.4808	1.1815	1.0870
0.4665	2.5817	648	0.9371	0.5898	0.9371	0.9680
0.4665	2.5896	650	0.7926	0.5921	0.7926	0.8903
0.4665	2.5976	652	0.7803	0.625	0.7803	0.8834
0.4665	2.6056	654	0.8632	0.6693	0.8632	0.9291
0.4665	2.6135	656	1.0839	0.5345	1.0839	1.0411
0.4665	2.6215	658	1.2044	0.5192	1.2044	1.0975
0.4665	2.6295	660	1.1731	0.5402	1.1731	1.0831
0.4665	2.6375	662	1.0652	0.5159	1.0652	1.0321
0.4665	2.6454	664	0.9026	0.5732	0.9026	0.9500
0.4665	2.6534	666	0.7210	0.6294	0.7210	0.8491
0.4665	2.6614	668	0.6144	0.6284	0.6144	0.7838
0.4665	2.6693	670	0.5761	0.6814	0.5761	0.7590
0.4665	2.6773	672	0.5936	0.6672	0.5936	0.7705
0.4665	2.6853	674	0.6857	0.6667	0.6857	0.8281
0.4665	2.6932	676	0.9472	0.5930	0.9472	0.9733
0.4665	2.7012	678	1.1836	0.5402	1.1836	1.0879
0.4665	2.7092	680	1.1922	0.5402	1.1922	1.0919
0.4665	2.7171	682	1.1416	0.5399	1.1416	1.0685
0.4665	2.7251	684	0.9908	0.5899	0.9908	0.9954
0.4665	2.7331	686	0.8155	0.6597	0.8155	0.9030
0.4665	2.7410	688	0.7373	0.6529	0.7373	0.8587
0.4665	2.7490	690	0.7377	0.6529	0.7377	0.8589
0.4665	2.7570	692	0.8026	0.6597	0.8026	0.8959
0.4665	2.7649	694	0.8600	0.5785	0.8600	0.9273
0.4665	2.7729	696	0.8813	0.6057	0.8813	0.9388
0.4665	2.7809	698	0.8868	0.6163	0.8868	0.9417
0.4665	2.7888	700	0.8939	0.6108	0.8939	0.9455
0.4665	2.7968	702	0.8690	0.6108	0.8690	0.9322
0.4665	2.8048	704	0.7732	0.6340	0.7732	0.8793
0.4665	2.8127	706	0.7722	0.6111	0.7722	0.8787
0.4665	2.8207	708	0.8097	0.5773	0.8097	0.8998
0.4665	2.8287	710	0.7579	0.5985	0.7579	0.8706
0.4665	2.8367	712	0.6800	0.5741	0.6800	0.8246
0.4665	2.8446	714	0.6971	0.5741	0.6971	0.8349
0.4665	2.8526	716	0.7314	0.6216	0.7314	0.8552
0.4665	2.8606	718	0.8595	0.6769	0.8595	0.9271
0.4665	2.8685	720	1.0112	0.5620	1.0112	1.0056
0.4665	2.8765	722	1.1527	0.4921	1.1527	1.0736
0.4665	2.8845	724	1.1063	0.5280	1.1063	1.0518
0.4665	2.8924	726	0.8995	0.6434	0.8995	0.9484
0.4665	2.9004	728	0.8463	0.6434	0.8463	0.9200
0.4665	2.9084	730	0.8982	0.6434	0.8982	0.9477
0.4665	2.9163	732	0.9581	0.5512	0.9581	0.9788
0.4665	2.9243	734	1.0273	0.5488	1.0273	1.0135
0.4665	2.9323	736	1.0004	0.5512	1.0004	1.0002
0.4665	2.9402	738	0.9990	0.6077	0.9990	0.9995
0.4665	2.9482	740	0.9341	0.6327	0.9341	0.9665
0.4665	2.9562	742	0.9498	0.6202	0.9498	0.9746
0.4665	2.9641	744	0.9307	0.6202	0.9307	0.9647
0.4665	2.9721	746	0.9018	0.628	0.9018	0.9497
0.4665	2.9801	748	0.8043	0.6698	0.8043	0.8968
0.4665	2.9880	750	0.7549	0.7089	0.7549	0.8688
0.4665	2.9960	752	0.7784	0.6794	0.7784	0.8823
0.4665	3.0040	754	0.7305	0.7406	0.7305	0.8547
0.4665	3.0120	756	0.7168	0.7406	0.7168	0.8467
0.4665	3.0199	758	0.7510	0.7229	0.7510	0.8666
0.4665	3.0279	760	0.7899	0.6770	0.7899	0.8888
0.4665	3.0359	762	0.8418	0.6754	0.8418	0.9175
0.4665	3.0438	764	0.8550	0.6754	0.8550	0.9246
0.4665	3.0518	766	0.8045	0.6713	0.8045	0.8969
0.4665	3.0598	768	0.7159	0.6885	0.7159	0.8461
0.4665	3.0677	770	0.6157	0.7065	0.6157	0.7846
0.4665	3.0757	772	0.5720	0.7025	0.5720	0.7563
0.4665	3.0837	774	0.5814	0.7210	0.5814	0.7625
0.4665	3.0916	776	0.6709	0.7473	0.6709	0.8191
0.4665	3.0996	778	0.8839	0.6574	0.8839	0.9402
0.4665	3.1076	780	0.9789	0.6131	0.9789	0.9894
0.4665	3.1155	782	0.9809	0.6294	0.9809	0.9904
0.4665	3.1235	784	0.8953	0.6005	0.8953	0.9462
0.4665	3.1315	786	0.7805	0.7203	0.7805	0.8835
0.4665	3.1394	788	0.8082	0.6829	0.8082	0.8990
0.4665	3.1474	790	0.9478	0.5512	0.9478	0.9736
0.4665	3.1554	792	1.0602	0.5465	1.0602	1.0297
0.4665	3.1633	794	1.2212	0.5280	1.2212	1.1051
0.4665	3.1713	796	1.3867	0.3895	1.3867	1.1776
0.4665	3.1793	798	1.4098	0.4317	1.4098	1.1874
0.4665	3.1873	800	1.3868	0.4287	1.3868	1.1776
0.4665	3.1952	802	1.1948	0.5401	1.1948	1.0931
0.4665	3.2032	804	0.9688	0.5702	0.9688	0.9843
0.4665	3.2112	806	0.9314	0.5991	0.9314	0.9651
0.4665	3.2191	808	1.0616	0.5465	1.0616	1.0303
0.4665	3.2271	810	1.3265	0.4115	1.3265	1.1517
0.4665	3.2351	812	1.4849	0.3840	1.4849	1.2186
0.4665	3.2430	814	1.4692	0.3461	1.4692	1.2121
0.4665	3.2510	816	1.3335	0.3849	1.3335	1.1548
0.4665	3.2590	818	1.1668	0.4962	1.1668	1.0802
0.4665	3.2669	820	1.0468	0.5443	1.0468	1.0231
0.4665	3.2749	822	0.9820	0.5568	0.9820	0.9910
0.4665	3.2829	824	0.9640	0.5593	0.9640	0.9818
0.4665	3.2908	826	0.9661	0.5593	0.9661	0.9829
0.4665	3.2988	828	0.8458	0.6602	0.8458	0.9197
0.4665	3.3068	830	0.7525	0.6686	0.7525	0.8675
0.4665	3.3147	832	0.7977	0.6548	0.7977	0.8932
0.4665	3.3227	834	0.9284	0.5920	0.9284	0.9635
0.4665	3.3307	836	1.1625	0.5280	1.1625	1.0782
0.4665	3.3386	838	1.2429	0.4515	1.2429	1.1148
0.4665	3.3466	840	1.1510	0.5620	1.1510	1.0728
0.4665	3.3546	842	1.1100	0.5595	1.1100	1.0536
0.4665	3.3625	844	1.0020	0.5673	1.0020	1.0010
0.4665	3.3705	846	0.9311	0.5991	0.9311	0.9649
0.4665	3.3785	848	0.9314	0.5702	0.9314	0.9651
0.4665	3.3865	850	1.0572	0.5889	1.0572	1.0282
0.4665	3.3944	852	1.2431	0.4830	1.2431	1.1150
0.4665	3.4024	854	1.3613	0.4519	1.3613	1.1668
0.4665	3.4104	856	1.2778	0.4510	1.2778	1.1304
0.4665	3.4183	858	1.0565	0.5767	1.0565	1.0279
0.4665	3.4263	860	0.9698	0.5563	0.9698	0.9848
0.4665	3.4343	862	1.0038	0.5563	1.0038	1.0019
0.4665	3.4422	864	1.1397	0.55	1.1397	1.0676
0.4665	3.4502	866	1.1520	0.5552	1.1520	1.0733
0.4665	3.4582	868	1.0555	0.5959	1.0555	1.0274
0.4665	3.4661	870	0.8971	0.6150	0.8971	0.9471
0.4665	3.4741	872	0.7847	0.7016	0.7847	0.8858
0.4665	3.4821	874	0.6919	0.7158	0.6919	0.8318
0.4665	3.4900	876	0.6685	0.7173	0.6685	0.8176
0.4665	3.4980	878	0.7388	0.7209	0.7388	0.8595
0.4665	3.5060	880	0.7589	0.7380	0.7589	0.8711
0.4665	3.5139	882	0.7745	0.7195	0.7745	0.8800
0.4665	3.5219	884	0.6969	0.6548	0.6969	0.8348
0.4665	3.5299	886	0.6446	0.6405	0.6446	0.8029
0.4665	3.5378	888	0.6612	0.6384	0.6612	0.8131
0.4665	3.5458	890	0.7342	0.5909	0.7342	0.8569
0.4665	3.5538	892	0.8607	0.5765	0.8607	0.9277
0.4665	3.5618	894	1.0774	0.5899	1.0774	1.0380
0.4665	3.5697	896	1.1948	0.5175	1.1948	1.0931
0.4665	3.5777	898	1.1736	0.5299	1.1736	1.0833
0.4665	3.5857	900	1.0075	0.5930	1.0075	1.0037
0.4665	3.5936	902	0.8094	0.6316	0.8094	0.8997
0.4665	3.6016	904	0.7457	0.6686	0.7457	0.8636
0.4665	3.6096	906	0.7958	0.6548	0.7958	0.8921
0.4665	3.6175	908	0.9472	0.6168	0.9472	0.9732
0.4665	3.6255	910	1.0173	0.5795	1.0173	1.0086
0.4665	3.6335	912	0.9421	0.6168	0.9421	0.9706
0.4665	3.6414	914	0.8411	0.675	0.8411	0.9171
0.4665	3.6494	916	0.8729	0.6345	0.8729	0.9343
0.4665	3.6574	918	0.9118	0.6345	0.9118	0.9549
0.4665	3.6653	920	0.9383	0.6432	0.9383	0.9687
0.4665	3.6733	922	0.9415	0.6432	0.9415	0.9703
0.4665	3.6813	924	0.9519	0.625	0.9519	0.9757
0.4665	3.6892	926	0.9781	0.5998	0.9781	0.9890
0.4665	3.6972	928	0.9833	0.5900	0.9833	0.9916
0.4665	3.7052	930	0.9265	0.6287	0.9265	0.9625
0.4665	3.7131	932	0.8094	0.6316	0.8094	0.8997
0.4665	3.7211	934	0.7734	0.6458	0.7734	0.8795
0.4665	3.7291	936	0.7935	0.6316	0.7935	0.8908
0.4665	3.7371	938	0.8399	0.6410	0.8399	0.9165
0.4665	3.7450	940	0.9520	0.6058	0.9520	0.9757
0.4665	3.7530	942	1.0506	0.6116	1.0506	1.0250
0.4665	3.7610	944	1.1521	0.5307	1.1521	1.0734
0.4665	3.7689	946	1.1033	0.5661	1.1033	1.0504
0.4665	3.7769	948	1.1198	0.5671	1.1198	1.0582
0.4665	3.7849	950	1.1919	0.5191	1.1919	1.0917
0.4665	3.7928	952	1.1684	0.4836	1.1684	1.0809
0.4665	3.8008	954	1.1906	0.4836	1.1906	1.0912
0.4665	3.8088	956	1.1283	0.4846	1.1283	1.0622
0.4665	3.8167	958	1.0612	0.4880	1.0612	1.0302
0.4665	3.8247	960	1.0257	0.4986	1.0257	1.0128
0.4665	3.8327	962	1.0101	0.5622	1.0101	1.0050
0.4665	3.8406	964	0.9770	0.6023	0.9770	0.9884
0.4665	3.8486	966	0.8939	0.6738	0.8939	0.9454
0.4665	3.8566	968	0.7603	0.6943	0.7603	0.8719
0.4665	3.8645	970	0.6634	0.7033	0.6634	0.8145
0.4665	3.8725	972	0.6115	0.6975	0.6115	0.7820
0.4665	3.8805	974	0.6213	0.6975	0.6213	0.7882
0.4665	3.8884	976	0.6626	0.7395	0.6626	0.8140
0.4665	3.8964	978	0.7203	0.7269	0.7203	0.8487
0.4665	3.9044	980	0.7149	0.7609	0.7149	0.8455
0.4665	3.9124	982	0.7031	0.7506	0.7031	0.8385
0.4665	3.9203	984	0.6723	0.7105	0.6723	0.8199
0.4665	3.9283	986	0.6828	0.7105	0.6828	0.8263
0.4665	3.9363	988	0.6922	0.7283	0.6922	0.8320
0.4665	3.9442	990	0.6689	0.7644	0.6689	0.8179
0.4665	3.9522	992	0.6860	0.7520	0.6860	0.8282
0.4665	3.9602	994	0.6767	0.7656	0.6767	0.8226
0.4665	3.9681	996	0.6463	0.75	0.6463	0.8039
0.4665	3.9761	998	0.6303	0.7375	0.6303	0.7939
0.1173	3.9841	1000	0.6407	0.7493	0.6407	0.8004
0.1173	3.9920	1002	0.7150	0.7203	0.7150	0.8456
0.1173	4.0	1004	0.7602	0.6888	0.7602	0.8719
0.1173	4.0080	1006	0.7872	0.6888	0.7872	0.8872
0.1173	4.0159	1008	0.8747	0.6475	0.8747	0.9353
0.1173	4.0239	1010	0.9039	0.6113	0.9039	0.9508
0.1173	4.0319	1012	0.9331	0.6113	0.9331	0.9660
0.1173	4.0398	1014	0.9870	0.6010	0.9870	0.9935
0.1173	4.0478	1016	1.0607	0.6277	1.0607	1.0299
0.1173	4.0558	1018	1.1246	0.6318	1.1246	1.0605
0.1173	4.0637	1020	1.0904	0.6010	1.0904	1.0442
0.1173	4.0717	1022	1.0340	0.6130	1.0340	1.0168
0.1173	4.0797	1024	0.9791	0.6391	0.9791	0.9895
0.1173	4.0876	1026	0.8526	0.6280	0.8526	0.9234
0.1173	4.0956	1028	0.8153	0.6114	0.8153	0.9030
0.1173	4.1036	1030	0.8190	0.6454	0.8190	0.9050
0.1173	4.1116	1032	0.8331	0.6679	0.8331	0.9128
0.1173	4.1195	1034	0.9018	0.6547	0.9018	0.9496
0.1173	4.1275	1036	0.8872	0.6371	0.8872	0.9419
0.1173	4.1355	1038	0.8677	0.6690	0.8677	0.9315
0.1173	4.1434	1040	0.8723	0.6786	0.8723	0.9340
0.1173	4.1514	1042	0.8067	0.675	0.8067	0.8982
0.1173	4.1594	1044	0.7478	0.6548	0.7478	0.8648
0.1173	4.1673	1046	0.7546	0.6548	0.7546	0.8687
0.1173	4.1753	1048	0.8184	0.6698	0.8184	0.9047
0.1173	4.1833	1050	0.9137	0.6978	0.9137	0.9559
0.1173	4.1912	1052	0.9397	0.6569	0.9397	0.9694
0.1173	4.1992	1054	0.8534	0.7029	0.8534	0.9238
0.1173	4.2072	1056	0.6861	0.7017	0.6861	0.8283
0.1173	4.2151	1058	0.5979	0.6897	0.5979	0.7733
0.1173	4.2231	1060	0.5880	0.6975	0.5880	0.7668
0.1173	4.2311	1062	0.6139	0.7033	0.6139	0.7835
0.1173	4.2390	1064	0.5946	0.7093	0.5946	0.7711
0.1173	4.2470	1066	0.5560	0.6569	0.5560	0.7457
0.1173	4.2550	1068	0.5368	0.6569	0.5368	0.7327
0.1173	4.2629	1070	0.5711	0.6691	0.5711	0.7557
0.1173	4.2709	1072	0.6882	0.7017	0.6882	0.8296
0.1173	4.2789	1074	0.7932	0.6710	0.7932	0.8906
0.1173	4.2869	1076	0.8123	0.6710	0.8123	0.9013
0.1173	4.2948	1078	0.7701	0.6616	0.7701	0.8776
0.1173	4.3028	1080	0.6727	0.6672	0.6727	0.8202
0.1173	4.3108	1082	0.6352	0.6672	0.6352	0.7970
0.1173	4.3187	1084	0.6556	0.7017	0.6556	0.8097
0.1173	4.3267	1086	0.7142	0.7442	0.7142	0.8451
0.1173	4.3347	1088	0.7514	0.7259	0.7514	0.8668
0.1173	4.3426	1090	0.7532	0.7259	0.7532	0.8678
0.1173	4.3506	1092	0.6822	0.7203	0.6822	0.8260
0.1173	4.3586	1094	0.5995	0.6691	0.5995	0.7743
0.1173	4.3665	1096	0.5492	0.6327	0.5492	0.7411
0.1173	4.3745	1098	0.5589	0.6447	0.5589	0.7476
0.1173	4.3825	1100	0.5861	0.6569	0.5861	0.7656
0.1173	4.3904	1102	0.6647	0.7203	0.6647	0.8153
0.1173	4.3984	1104	0.7591	0.7380	0.7591	0.8712
0.1173	4.4064	1106	0.7588	0.7259	0.7588	0.8711
0.1173	4.4143	1108	0.7578	0.7259	0.7578	0.8705
0.1173	4.4223	1110	0.8075	0.7201	0.8075	0.8986
0.1173	4.4303	1112	0.8198	0.7208	0.8198	0.9054
0.1173	4.4382	1114	0.7430	0.7016	0.7430	0.8620
0.1173	4.4462	1116	0.7022	0.6884	0.7022	0.8380
0.1173	4.4542	1118	0.6763	0.6686	0.6763	0.8224
0.1173	4.4622	1120	0.7226	0.6884	0.7226	0.8500
0.1173	4.4701	1122	0.8430	0.676	0.8430	0.9181
0.1173	4.4781	1124	0.9867	0.6617	0.9867	0.9933
0.1173	4.4861	1126	1.0982	0.5545	1.0982	1.0480
0.1173	4.4940	1128	1.0846	0.5545	1.0846	1.0414
0.1173	4.5020	1130	1.0330	0.6414	1.0330	1.0164
0.1173	4.5100	1132	0.9560	0.6617	0.9560	0.9778
0.1173	4.5179	1134	0.8251	0.7082	0.8251	0.9084
0.1173	4.5259	1136	0.6917	0.6794	0.6917	0.8317
0.1173	4.5339	1138	0.6652	0.6653	0.6652	0.8156
0.1173	4.5418	1140	0.7181	0.6794	0.7181	0.8474
0.1173	4.5498	1142	0.8564	0.7146	0.8564	0.9254
0.1173	4.5578	1144	1.0197	0.6224	1.0197	1.0098
0.1173	4.5657	1146	1.0706	0.5991	1.0706	1.0347
0.1173	4.5737	1148	1.0189	0.6392	1.0189	1.0094
0.1173	4.5817	1150	0.9313	0.6390	0.9313	0.9651
0.1173	4.5896	1152	0.8694	0.6390	0.8694	0.9324
0.1173	4.5976	1154	0.8000	0.6548	0.8000	0.8944
0.1173	4.6056	1156	0.8120	0.6548	0.8120	0.9011
0.1173	4.6135	1158	0.8615	0.6229	0.8615	0.9282
0.1173	4.6215	1160	0.9340	0.6710	0.9340	0.9665
0.1173	4.6295	1162	0.9659	0.6738	0.9659	0.9828
0.1173	4.6375	1164	0.9386	0.6738	0.9386	0.9688
0.1173	4.6454	1166	0.8934	0.6812	0.8934	0.9452
0.1173	4.6534	1168	0.8602	0.6616	0.8602	0.9275
0.1173	4.6614	1170	0.8500	0.6616	0.8500	0.9220
0.1173	4.6693	1172	0.8097	0.675	0.8097	0.8998
0.1173	4.6773	1174	0.7916	0.6829	0.7916	0.8897
0.1173	4.6853	1176	0.7953	0.7030	0.7953	0.8918
0.1173	4.6932	1178	0.8786	0.6897	0.8786	0.9374
0.1173	4.7012	1180	0.9542	0.6897	0.9542	0.9768
0.1173	4.7092	1182	1.0617	0.63	1.0617	1.0304
0.1173	4.7171	1184	1.1005	0.6207	1.1005	1.0490
0.1173	4.7251	1186	1.0241	0.6113	1.0241	1.0120
0.1173	4.7331	1188	0.9651	0.6434	0.9651	0.9824
0.1173	4.7410	1190	0.9644	0.6208	0.9644	0.9820
0.1173	4.7490	1192	0.9526	0.6208	0.9526	0.9760
0.1173	4.7570	1194	1.0176	0.5932	1.0176	1.0087
0.1173	4.7649	1196	1.1099	0.5237	1.1099	1.0535
0.1173	4.7729	1198	1.0908	0.5622	1.0908	1.0444
0.1173	4.7809	1200	0.9976	0.5932	0.9976	0.9988
0.1173	4.7888	1202	0.9157	0.6434	0.9157	0.9569
0.1173	4.7968	1204	0.7667	0.6884	0.7667	0.8756
0.1173	4.8048	1206	0.6789	0.6822	0.6789	0.8240
0.1173	4.8127	1208	0.6318	0.6840	0.6318	0.7949
0.1173	4.8207	1210	0.6376	0.7047	0.6376	0.7985
0.1173	4.8287	1212	0.6721	0.7334	0.6721	0.8198
0.1173	4.8367	1214	0.6883	0.7282	0.6883	0.8296
0.1173	4.8446	1216	0.6699	0.7111	0.6699	0.8185
0.1173	4.8526	1218	0.6907	0.7058	0.6907	0.8311
0.1173	4.8606	1220	0.7232	0.7269	0.7232	0.8504
0.1173	4.8685	1222	0.7215	0.7332	0.7215	0.8494
0.1173	4.8765	1224	0.7122	0.7203	0.7122	0.8439
0.1173	4.8845	1226	0.7398	0.7073	0.7398	0.8601
0.1173	4.8924	1228	0.7613	0.7016	0.7613	0.8725
0.1173	4.9004	1230	0.7702	0.6888	0.7702	0.8776
0.1173	4.9084	1232	0.7247	0.7203	0.7247	0.8513
0.1173	4.9163	1234	0.7046	0.7203	0.7046	0.8394
0.1173	4.9243	1236	0.7303	0.7073	0.7303	0.8546
0.1173	4.9323	1238	0.7530	0.6567	0.7530	0.8677
0.1173	4.9402	1240	0.7132	0.7073	0.7132	0.8445
0.1173	4.9482	1242	0.6617	0.7149	0.6617	0.8134
0.1173	4.9562	1244	0.6091	0.6840	0.6091	0.7805
0.1173	4.9641	1246	0.5832	0.6447	0.5832	0.7637
0.1173	4.9721	1248	0.5684	0.6851	0.5684	0.7539
0.1173	4.9801	1250	0.5631	0.6991	0.5631	0.7504
0.1173	4.9880	1252	0.5907	0.6606	0.5907	0.7686
0.1173	4.9960	1254	0.6614	0.7556	0.6614	0.8132
0.1173	5.0040	1256	0.7086	0.7117	0.7086	0.8418
0.1173	5.0120	1258	0.7201	0.7320	0.7201	0.8486
0.1173	5.0199	1260	0.6881	0.7073	0.6881	0.8295
0.1173	5.0279	1262	0.6540	0.7203	0.6540	0.8087
0.1173	5.0359	1264	0.6525	0.7017	0.6525	0.8078
0.1173	5.0438	1266	0.6824	0.7073	0.6824	0.8261
0.1173	5.0518	1268	0.7378	0.6698	0.7378	0.8590
0.1173	5.0598	1270	0.7742	0.6698	0.7742	0.8799
0.1173	5.0677	1272	0.7755	0.6698	0.7755	0.8806
0.1173	5.0757	1274	0.7943	0.6698	0.7943	0.8912
0.1173	5.0837	1276	0.7548	0.6698	0.7548	0.8688
0.1173	5.0916	1278	0.7275	0.6698	0.7275	0.8529
0.1173	5.0996	1280	0.7434	0.6698	0.7434	0.8622
0.1173	5.1076	1282	0.7732	0.6698	0.7732	0.8793
0.1173	5.1155	1284	0.8461	0.652	0.8461	0.9198
0.1173	5.1235	1286	0.8572	0.6475	0.8572	0.9259
0.1173	5.1315	1288	0.8093	0.6649	0.8093	0.8996
0.1173	5.1394	1290	0.7767	0.6649	0.7767	0.8813
0.1173	5.1474	1292	0.7523	0.7073	0.7523	0.8673
0.1173	5.1554	1294	0.7277	0.7073	0.7277	0.8531
0.1173	5.1633	1296	0.7408	0.7073	0.7408	0.8607
0.1173	5.1713	1298	0.7637	0.7073	0.7637	0.8739
0.1173	5.1793	1300	0.7369	0.7073	0.7369	0.8585
0.1173	5.1873	1302	0.7273	0.6884	0.7273	0.8528
0.1173	5.1952	1304	0.7701	0.7073	0.7701	0.8775
0.1173	5.2032	1306	0.8648	0.6878	0.8648	0.9299
0.1173	5.2112	1308	0.9548	0.6489	0.9548	0.9772
0.1173	5.2191	1310	1.0344	0.6489	1.0344	1.0170
0.1173	5.2271	1312	1.0385	0.5990	1.0385	1.0191
0.1173	5.2351	1314	0.9943	0.5963	0.9943	0.9972
0.1173	5.2430	1316	0.9251	0.6475	0.9251	0.9618
0.1173	5.2510	1318	0.8960	0.6633	0.8960	0.9466
0.1173	5.2590	1320	0.8886	0.6589	0.8886	0.9426
0.1173	5.2669	1322	0.8835	0.6589	0.8835	0.9399
0.1173	5.2749	1324	0.8557	0.6589	0.8557	0.9250
0.1173	5.2829	1326	0.8270	0.6589	0.8270	0.9094
0.1173	5.2908	1328	0.7889	0.6754	0.7889	0.8882
0.1173	5.2988	1330	0.7578	0.6727	0.7578	0.8705
0.1173	5.3068	1332	0.7540	0.65	0.7540	0.8683
0.1173	5.3147	1334	0.7432	0.6884	0.7432	0.8621
0.1173	5.3227	1336	0.7461	0.6884	0.7461	0.8638
0.1173	5.3307	1338	0.7850	0.6633	0.7850	0.8860
0.1173	5.3386	1340	0.8250	0.6831	0.8250	0.9083
0.1173	5.3466	1342	0.8523	0.6648	0.8523	0.9232
0.1173	5.3546	1344	0.8078	0.7067	0.8078	0.8988
0.1173	5.3625	1346	0.7477	0.7435	0.7477	0.8647
0.1173	5.3705	1348	0.6600	0.7158	0.6600	0.8124
0.1173	5.3785	1350	0.6394	0.7149	0.6394	0.7996
0.1173	5.3865	1352	0.6168	0.7149	0.6168	0.7854
0.1173	5.3944	1354	0.6246	0.7395	0.6246	0.7903
0.1173	5.4024	1356	0.6556	0.7395	0.6556	0.8097
0.1173	5.4104	1358	0.6605	0.7017	0.6605	0.8127
0.1173	5.4183	1360	0.6771	0.6884	0.6771	0.8229
0.1173	5.4263	1362	0.6670	0.6884	0.6670	0.8167
0.1173	5.4343	1364	0.6943	0.675	0.6943	0.8332
0.1173	5.4422	1366	0.6889	0.675	0.6889	0.8300
0.1173	5.4502	1368	0.7093	0.675	0.7093	0.8422
0.1173	5.4582	1370	0.7117	0.675	0.7117	0.8436
0.1173	5.4661	1372	0.6853	0.675	0.6853	0.8278
0.1173	5.4741	1374	0.7201	0.675	0.7201	0.8486
0.1173	5.4821	1376	0.7268	0.675	0.7268	0.8525
0.1173	5.4900	1378	0.7335	0.675	0.7335	0.8564
0.1173	5.4980	1380	0.7717	0.652	0.7717	0.8784
0.1173	5.5060	1382	0.8386	0.6786	0.8386	0.9157
0.1173	5.5139	1384	0.8279	0.6786	0.8279	0.9099
0.1173	5.5219	1386	0.7342	0.7137	0.7342	0.8569
0.1173	5.5299	1388	0.6846	0.6943	0.6846	0.8274
0.1173	5.5378	1390	0.6430	0.6431	0.6430	0.8019
0.1173	5.5458	1392	0.6219	0.6758	0.6219	0.7886
0.1173	5.5538	1394	0.6343	0.6478	0.6343	0.7964
0.1173	5.5618	1396	0.6903	0.675	0.6903	0.8309
0.1173	5.5697	1398	0.7550	0.6567	0.7550	0.8689
0.1173	5.5777	1400	0.7839	0.652	0.7839	0.8854
0.1173	5.5857	1402	0.7548	0.6888	0.7548	0.8688
0.1173	5.5936	1404	0.7334	0.6943	0.7334	0.8564
0.1173	5.6016	1406	0.6714	0.6599	0.6714	0.8194
0.1173	5.6096	1408	0.6323	0.6879	0.6323	0.7951
0.1173	5.6175	1410	0.6246	0.6879	0.6246	0.7903
0.1173	5.6255	1412	0.6626	0.6599	0.6626	0.8140
0.1173	5.6335	1414	0.6831	0.6548	0.6831	0.8265
0.1173	5.6414	1416	0.7090	0.6548	0.7090	0.8420
0.1173	5.6494	1418	0.7030	0.6548	0.7030	0.8385
0.1173	5.6574	1420	0.6923	0.6548	0.6923	0.8320
0.1173	5.6653	1422	0.6940	0.6548	0.6940	0.8331
0.1173	5.6733	1424	0.7078	0.6548	0.7078	0.8413
0.1173	5.6813	1426	0.7206	0.6548	0.7206	0.8489
0.1173	5.6892	1428	0.7579	0.675	0.7579	0.8706
0.1173	5.6972	1430	0.7557	0.6365	0.7557	0.8693
0.1173	5.7052	1432	0.7181	0.675	0.7181	0.8474
0.1173	5.7131	1434	0.7296	0.6365	0.7296	0.8541
0.1173	5.7211	1436	0.7601	0.6229	0.7601	0.8718
0.1173	5.7291	1438	0.7528	0.6229	0.7528	0.8676
0.1173	5.7371	1440	0.7097	0.675	0.7097	0.8424
0.1173	5.7450	1442	0.6494	0.6739	0.6494	0.8059
0.1173	5.7530	1444	0.6260	0.6739	0.6260	0.7912
0.1173	5.7610	1446	0.6208	0.6879	0.6208	0.7879
0.1173	5.7689	1448	0.6381	0.6686	0.6381	0.7988
0.1173	5.7769	1450	0.6794	0.7073	0.6794	0.8243
0.1173	5.7849	1452	0.7116	0.6888	0.7116	0.8435
0.1173	5.7928	1454	0.6834	0.7073	0.6834	0.8267
0.1173	5.8008	1456	0.6050	0.7397	0.6050	0.7778
0.1173	5.8088	1458	0.5656	0.6897	0.5656	0.7521
0.1173	5.8167	1460	0.5476	0.6657	0.5476	0.7400
0.1173	5.8247	1462	0.5678	0.7093	0.5678	0.7535
0.1173	5.8327	1464	0.6238	0.7332	0.6238	0.7898
0.1173	5.8406	1466	0.6595	0.7143	0.6595	0.8121
0.1173	5.8486	1468	0.6723	0.7016	0.6723	0.8199
0.1173	5.8566	1470	0.7128	0.7016	0.7128	0.8443
0.1173	5.8645	1472	0.7311	0.7016	0.7311	0.8551
0.1173	5.8725	1474	0.7539	0.6888	0.7539	0.8683
0.1173	5.8805	1476	0.7449	0.6888	0.7449	0.8631
0.1173	5.8884	1478	0.7247	0.6943	0.7247	0.8513
0.1173	5.8964	1480	0.6988	0.7073	0.6988	0.8360
0.1173	5.9044	1482	0.7024	0.7073	0.7024	0.8381
0.1173	5.9124	1484	0.6957	0.6884	0.6957	0.8341
0.1173	5.9203	1486	0.6483	0.6884	0.6483	0.8052
0.1173	5.9283	1488	0.6043	0.6672	0.6043	0.7774
0.1173	5.9363	1490	0.6060	0.6672	0.6060	0.7785
0.1173	5.9442	1492	0.6439	0.6884	0.6439	0.8025
0.1173	5.9522	1494	0.7235	0.6943	0.7235	0.8506
0.1173	5.9602	1496	0.8344	0.6348	0.8344	0.9135
0.1173	5.9681	1498	0.8795	0.6348	0.8795	0.9378
0.0778	5.9761	1500	0.8474	0.6348	0.8474	0.9206
0.0778	5.9841	1502	0.8084	0.6434	0.8084	0.8991
0.0778	5.9920	1504	0.7658	0.6434	0.7658	0.8751
0.0778	6.0	1506	0.7093	0.6616	0.7093	0.8422
0.0778	6.0080	1508	0.6550	0.6548	0.6550	0.8093
0.0778	6.0159	1510	0.6292	0.6822	0.6292	0.7932
0.0778	6.0239	1512	0.6506	0.7073	0.6506	0.8066
0.0778	6.0319	1514	0.6917	0.6943	0.6917	0.8317
0.0778	6.0398	1516	0.7692	0.6888	0.7692	0.8770
0.0778	6.0478	1518	0.8367	0.6475	0.8367	0.9147
0.0778	6.0558	1520	0.8491	0.6348	0.8491	0.9215
0.0778	6.0637	1522	0.8360	0.652	0.8360	0.9143
0.0778	6.0717	1524	0.8588	0.6260	0.8588	0.9267
0.0778	6.0797	1526	0.8583	0.6260	0.8583	0.9264
0.0778	6.0876	1528	0.9065	0.6220	0.9065	0.9521
0.0778	6.0956	1530	0.9812	0.5726	0.9812	0.9906
0.0778	6.1036	1532	0.9971	0.5726	0.9971	0.9985
0.0778	6.1116	1534	0.9463	0.5997	0.9463	0.9728
0.0778	6.1195	1536	0.9035	0.6220	0.9035	0.9505
0.0778	6.1275	1538	0.8969	0.6220	0.8969	0.9470
0.0778	6.1355	1540	0.8929	0.6220	0.8929	0.9449
0.0778	6.1434	1542	0.9119	0.6220	0.9119	0.9549
0.0778	6.1514	1544	0.9259	0.6010	0.9259	0.9623
0.0778	6.1594	1546	0.9106	0.6010	0.9106	0.9543
0.0778	6.1673	1548	0.8757	0.6077	0.8757	0.9358
0.0778	6.1753	1550	0.8301	0.6475	0.8301	0.9111
0.0778	6.1833	1552	0.8256	0.6475	0.8256	0.9086
0.0778	6.1912	1554	0.7801	0.6888	0.7801	0.8832
0.0778	6.1992	1556	0.7259	0.7143	0.7259	0.8520
0.0778	6.2072	1558	0.6756	0.7203	0.6756	0.8220
0.0778	6.2151	1560	0.6799	0.7203	0.6799	0.8246
0.0778	6.2231	1562	0.7029	0.7203	0.7029	0.8384
0.0778	6.2311	1564	0.7664	0.7016	0.7664	0.8754
0.0778	6.2390	1566	0.8345	0.6547	0.8345	0.9135
0.0778	6.2470	1568	0.8388	0.6432	0.8388	0.9158
0.0778	6.2550	1570	0.8078	0.6888	0.8078	0.8988
0.0778	6.2629	1572	0.7810	0.6888	0.7810	0.8837
0.0778	6.2709	1574	0.7639	0.675	0.7639	0.8740
0.0778	6.2789	1576	0.7521	0.675	0.7521	0.8673
0.0778	6.2869	1578	0.7441	0.6884	0.7441	0.8626
0.0778	6.2948	1580	0.7384	0.675	0.7384	0.8593
0.0778	6.3028	1582	0.7133	0.6884	0.7133	0.8446
0.0778	6.3108	1584	0.6850	0.6884	0.6850	0.8277
0.0778	6.3187	1586	0.6687	0.7073	0.6687	0.8177
0.0778	6.3267	1588	0.6523	0.7203	0.6523	0.8076
0.0778	6.3347	1590	0.6183	0.7218	0.6183	0.7863
0.0778	6.3426	1592	0.6085	0.7218	0.6085	0.7801
0.0778	6.3506	1594	0.5830	0.7218	0.5830	0.7636
0.0778	6.3586	1596	0.5555	0.7227	0.5555	0.7453
0.0778	6.3665	1598	0.5286	0.6974	0.5286	0.7270
0.0778	6.3745	1600	0.5291	0.6974	0.5291	0.7274
0.0778	6.3825	1602	0.5518	0.7218	0.5518	0.7428
0.0778	6.3904	1604	0.5980	0.7218	0.5980	0.7733
0.0778	6.3984	1606	0.6292	0.7203	0.6292	0.7932
0.0778	6.4064	1608	0.6453	0.7203	0.6453	0.8033
0.0778	6.4143	1610	0.6128	0.7089	0.6128	0.7828
0.0778	6.4223	1612	0.5792	0.7218	0.5792	0.7611
0.0778	6.4303	1614	0.5617	0.7280	0.5617	0.7495
0.0778	6.4382	1616	0.5519	0.7093	0.5519	0.7429
0.0778	6.4462	1618	0.5578	0.7280	0.5578	0.7469
0.0778	6.4542	1620	0.5756	0.7218	0.5756	0.7587
0.0778	6.4622	1622	0.5857	0.7218	0.5857	0.7653
0.0778	6.4701	1624	0.6067	0.7332	0.6067	0.7789
0.0778	6.4781	1626	0.6167	0.7149	0.6167	0.7853
0.0778	6.4861	1628	0.6232	0.7017	0.6232	0.7894
0.0778	6.4940	1630	0.6317	0.7017	0.6317	0.7948
0.0778	6.5020	1632	0.6166	0.6879	0.6166	0.7852
0.0778	6.5100	1634	0.6111	0.7017	0.6111	0.7817
0.0778	6.5179	1636	0.6060	0.7017	0.6060	0.7785
0.0778	6.5259	1638	0.5918	0.6691	0.5918	0.7693
0.0778	6.5339	1640	0.5832	0.6691	0.5832	0.7637
0.0778	6.5418	1642	0.5968	0.6814	0.5968	0.7725
0.0778	6.5498	1644	0.6296	0.6958	0.6296	0.7935
0.0778	6.5578	1646	0.6802	0.675	0.6802	0.8247
0.0778	6.5657	1648	0.7274	0.6365	0.7274	0.8529
0.0778	6.5737	1650	0.7486	0.6365	0.7486	0.8652
0.0778	6.5817	1652	0.7515	0.6132	0.7515	0.8669
0.0778	6.5896	1654	0.7548	0.6132	0.7548	0.8688
0.0778	6.5976	1656	0.7795	0.6132	0.7795	0.8829
0.0778	6.6056	1658	0.8199	0.6391	0.8199	0.9055
0.0778	6.6135	1660	0.8518	0.6391	0.8518	0.9229
0.0778	6.6215	1662	0.8305	0.6391	0.8305	0.9113
0.0778	6.6295	1664	0.8108	0.6391	0.8108	0.9004
0.0778	6.6375	1666	0.7632	0.675	0.7632	0.8736
0.0778	6.6454	1668	0.7634	0.675	0.7634	0.8737
0.0778	6.6534	1670	0.7679	0.675	0.7679	0.8763
0.0778	6.6614	1672	0.7668	0.675	0.7668	0.8757
0.0778	6.6693	1674	0.7640	0.675	0.7640	0.8740
0.0778	6.6773	1676	0.7744	0.6365	0.7744	0.8800
0.0778	6.6853	1678	0.8099	0.6345	0.8099	0.9000
0.0778	6.6932	1680	0.8096	0.6345	0.8096	0.8998
0.0778	6.7012	1682	0.7757	0.6365	0.7757	0.8807
0.0778	6.7092	1684	0.7162	0.675	0.7162	0.8463
0.0778	6.7171	1686	0.7038	0.675	0.7038	0.8390
0.0778	6.7251	1688	0.7072	0.675	0.7072	0.8409
0.0778	6.7331	1690	0.6814	0.6548	0.6814	0.8255
0.0778	6.7410	1692	0.6750	0.6548	0.6750	0.8216
0.0778	6.7490	1694	0.6773	0.6548	0.6773	0.8230
0.0778	6.7570	1696	0.6936	0.675	0.6936	0.8328
0.0778	6.7649	1698	0.7280	0.675	0.7280	0.8533
0.0778	6.7729	1700	0.7575	0.6567	0.7575	0.8704
0.0778	6.7809	1702	0.7742	0.6567	0.7742	0.8799
0.0778	6.7888	1704	0.7484	0.6365	0.7484	0.8651
0.0778	6.7968	1706	0.7111	0.675	0.7111	0.8433
0.0778	6.8048	1708	0.7065	0.675	0.7065	0.8405
0.0778	6.8127	1710	0.6995	0.675	0.6995	0.8364
0.0778	6.8207	1712	0.7015	0.675	0.7015	0.8375
0.0778	6.8287	1714	0.7242	0.675	0.7242	0.8510
0.0778	6.8367	1716	0.7281	0.675	0.7281	0.8533
0.0778	6.8446	1718	0.7368	0.6943	0.7368	0.8584
0.0778	6.8526	1720	0.7073	0.675	0.7073	0.8410
0.0778	6.8606	1722	0.7054	0.675	0.7054	0.8399
0.0778	6.8685	1724	0.7073	0.675	0.7073	0.8410
0.0778	6.8765	1726	0.6920	0.675	0.6920	0.8319
0.0778	6.8845	1728	0.6809	0.675	0.6809	0.8251
0.0778	6.8924	1730	0.7115	0.675	0.7115	0.8435
0.0778	6.9004	1732	0.7823	0.6567	0.7823	0.8845
0.0778	6.9084	1734	0.8250	0.6390	0.8250	0.9083
0.0778	6.9163	1736	0.8567	0.6432	0.8567	0.9256
0.0778	6.9243	1738	0.8547	0.6471	0.8547	0.9245
0.0778	6.9323	1740	0.7957	0.6475	0.7957	0.8920
0.0778	6.9402	1742	0.7079	0.675	0.7079	0.8413
0.0778	6.9482	1744	0.6537	0.6884	0.6537	0.8085
0.0778	6.9562	1746	0.6325	0.6739	0.6325	0.7953
0.0778	6.9641	1748	0.6283	0.6879	0.6283	0.7927
0.0778	6.9721	1750	0.6380	0.6941	0.6380	0.7988
0.0778	6.9801	1752	0.6443	0.6941	0.6443	0.8027
0.0778	6.9880	1754	0.6516	0.6884	0.6516	0.8072
0.0778	6.9960	1756	0.6306	0.6941	0.6306	0.7941
0.0778	7.0040	1758	0.6045	0.6691	0.6045	0.7775
0.0778	7.0120	1760	0.5805	0.6691	0.5805	0.7619
0.0778	7.0199	1762	0.5799	0.6691	0.5799	0.7615
0.0778	7.0279	1764	0.5909	0.6691	0.5909	0.7687
0.0778	7.0359	1766	0.6026	0.6549	0.6026	0.7763
0.0778	7.0438	1768	0.6146	0.6405	0.6146	0.7839
0.0778	7.0518	1770	0.6313	0.6739	0.6313	0.7946
0.0778	7.0598	1772	0.6346	0.6739	0.6346	0.7966
0.0778	7.0677	1774	0.6465	0.6739	0.6465	0.8041
0.0778	7.0757	1776	0.6773	0.6686	0.6773	0.8230
0.0778	7.0837	1778	0.7142	0.6686	0.7142	0.8451
0.0778	7.0916	1780	0.7366	0.7073	0.7366	0.8583
0.0778	7.0996	1782	0.7764	0.6567	0.7764	0.8811
0.0778	7.1076	1784	0.8006	0.6602	0.8006	0.8948
0.0778	7.1155	1786	0.8080	0.6602	0.8080	0.8989
0.0778	7.1235	1788	0.8294	0.6602	0.8294	0.9107
0.0778	7.1315	1790	0.8393	0.6556	0.8393	0.9161
0.0778	7.1394	1792	0.8457	0.6556	0.8457	0.9196
0.0778	7.1474	1794	0.8637	0.6432	0.8637	0.9293
0.0778	7.1554	1796	0.8553	0.6432	0.8553	0.9248
0.0778	7.1633	1798	0.8671	0.6432	0.8671	0.9312
0.0778	7.1713	1800	0.8803	0.6432	0.8803	0.9382
0.0778	7.1793	1802	0.8980	0.6168	0.8980	0.9476
0.0778	7.1873	1804	0.9319	0.6129	0.9319	0.9654
0.0778	7.1952	1806	0.9219	0.6129	0.9219	0.9602
0.0778	7.2032	1808	0.8804	0.6434	0.8804	0.9383
0.0778	7.2112	1810	0.8470	0.6434	0.8470	0.9203
0.0778	7.2191	1812	0.8466	0.6434	0.8466	0.9201
0.0778	7.2271	1814	0.8790	0.6434	0.8790	0.9375
0.0778	7.2351	1816	0.9305	0.6391	0.9305	0.9646
0.0778	7.2430	1818	0.9398	0.6130	0.9398	0.9694
0.0778	7.2510	1820	0.9030	0.6391	0.9030	0.9503
0.0778	7.2590	1822	0.8833	0.6432	0.8833	0.9398
0.0778	7.2669	1824	0.8265	0.6961	0.8265	0.9091
0.0778	7.2749	1826	0.7677	0.6943	0.7677	0.8762
0.0778	7.2829	1828	0.7520	0.675	0.7520	0.8672
0.0778	7.2908	1830	0.7564	0.675	0.7564	0.8697
0.0778	7.2988	1832	0.7633	0.675	0.7633	0.8737
0.0778	7.3068	1834	0.7835	0.675	0.7835	0.8851
0.0778	7.3147	1836	0.7992	0.6649	0.7992	0.8940
0.0778	7.3227	1838	0.8258	0.6649	0.8258	0.9087
0.0778	7.3307	1840	0.8366	0.6649	0.8366	0.9146
0.0778	7.3386	1842	0.8298	0.6616	0.8298	0.9110
0.0778	7.3466	1844	0.8398	0.5991	0.8398	0.9164
0.0778	7.3546	1846	0.8726	0.5991	0.8726	0.9341
0.0778	7.3625	1848	0.9341	0.5898	0.9341	0.9665
0.0778	7.3705	1850	0.9927	0.5464	0.9927	0.9964
0.0778	7.3785	1852	1.0314	0.5464	1.0314	1.0156
0.0778	7.3865	1854	1.0293	0.5464	1.0293	1.0145
0.0778	7.3944	1856	0.9918	0.5488	0.9918	0.9959
0.0778	7.4024	1858	0.9470	0.5678	0.9470	0.9731
0.0778	7.4104	1860	0.9198	0.6055	0.9198	0.9591
0.0778	7.4183	1862	0.9312	0.6129	0.9312	0.9650
0.0778	7.4263	1864	0.9418	0.6260	0.9418	0.9705
0.0778	7.4343	1866	0.9603	0.5984	0.9603	0.9800
0.0778	7.4422	1868	1.0045	0.5919	1.0045	1.0023
0.0778	7.4502	1870	1.0174	0.6196	1.0174	1.0087
0.0778	7.4582	1872	0.9962	0.6043	0.9962	0.9981
0.0778	7.4661	1874	0.9875	0.6043	0.9875	0.9937
0.0778	7.4741	1876	0.9574	0.6043	0.9574	0.9785
0.0778	7.4821	1878	0.9377	0.5984	0.9377	0.9684
0.0778	7.4900	1880	0.9477	0.6043	0.9477	0.9735
0.0778	7.4980	1882	0.9547	0.6043	0.9547	0.9771
0.0778	7.5060	1884	0.9834	0.6043	0.9834	0.9917
0.0778	7.5139	1886	1.0039	0.5671	1.0039	1.0019
0.0778	7.5219	1888	1.0296	0.5645	1.0296	1.0147
0.0778	7.5299	1890	1.0752	0.5645	1.0752	1.0369
0.0778	7.5378	1892	1.0870	0.5645	1.0870	1.0426
0.0778	7.5458	1894	1.0478	0.5645	1.0478	1.0236
0.0778	7.5538	1896	0.9746	0.5978	0.9746	0.9872
0.0778	7.5618	1898	0.8836	0.6475	0.8836	0.9400
0.0778	7.5697	1900	0.8413	0.6208	0.8413	0.9172
0.0778	7.5777	1902	0.8410	0.6208	0.8410	0.9171
0.0778	7.5857	1904	0.8571	0.5968	0.8571	0.9258
0.0778	7.5936	1906	0.8816	0.5968	0.8816	0.9389
0.0778	7.6016	1908	0.9200	0.5865	0.9200	0.9592
0.0778	7.6096	1910	0.9163	0.5997	0.9163	0.9572
0.0778	7.6175	1912	0.9051	0.5997	0.9051	0.9514
0.0778	7.6255	1914	0.8886	0.6033	0.8886	0.9426
0.0778	7.6335	1916	0.8678	0.6033	0.8678	0.9316
0.0778	7.6414	1918	0.8332	0.6260	0.8332	0.9128
0.0778	7.6494	1920	0.7890	0.6390	0.7890	0.8883
0.0778	7.6574	1922	0.7769	0.6173	0.7769	0.8814
0.0778	7.6653	1924	0.7806	0.6390	0.7806	0.8835
0.0778	7.6733	1926	0.8035	0.6597	0.8035	0.8964
0.0778	7.6813	1928	0.8280	0.6208	0.8280	0.9099
0.0778	7.6892	1930	0.8436	0.6208	0.8436	0.9185
0.0778	7.6972	1932	0.8557	0.6208	0.8557	0.9250
0.0778	7.7052	1934	0.8541	0.6208	0.8541	0.9242
0.0778	7.7131	1936	0.8554	0.6260	0.8554	0.9249
0.0778	7.7211	1938	0.8514	0.6260	0.8514	0.9227
0.0778	7.7291	1940	0.8316	0.6631	0.8316	0.9119
0.0778	7.7371	1942	0.8315	0.6631	0.8315	0.9119
0.0778	7.7450	1944	0.7986	0.6434	0.7986	0.8936
0.0778	7.7530	1946	0.7698	0.6173	0.7698	0.8774
0.0778	7.7610	1948	0.7638	0.6173	0.7638	0.8740
0.0778	7.7689	1950	0.7681	0.6173	0.7681	0.8764
0.0778	7.7769	1952	0.7960	0.6390	0.7960	0.8922
0.0778	7.7849	1954	0.8343	0.6434	0.8343	0.9134
0.0778	7.7928	1956	0.8520	0.6631	0.8520	0.9230
0.0778	7.8008	1958	0.8517	0.6631	0.8517	0.9229
0.0778	7.8088	1960	0.8521	0.6631	0.8521	0.9231
0.0778	7.8167	1962	0.8325	0.6631	0.8325	0.9124
0.0778	7.8247	1964	0.8381	0.6631	0.8381	0.9155
0.0778	7.8327	1966	0.8272	0.6631	0.8272	0.9095
0.0778	7.8406	1968	0.8220	0.6631	0.8220	0.9066
0.0778	7.8486	1970	0.7987	0.6649	0.7987	0.8937
0.0778	7.8566	1972	0.7816	0.6616	0.7816	0.8841
0.0778	7.8645	1974	0.7762	0.6616	0.7762	0.8810
0.0778	7.8725	1976	0.7704	0.6616	0.7704	0.8777
0.0778	7.8805	1978	0.7863	0.6616	0.7863	0.8867
0.0778	7.8884	1980	0.7948	0.6616	0.7948	0.8915
0.0778	7.8964	1982	0.8137	0.6812	0.8137	0.9021
0.0778	7.9044	1984	0.8262	0.6812	0.8262	0.9090
0.0778	7.9124	1986	0.8307	0.6812	0.8307	0.9114
0.0778	7.9203	1988	0.8447	0.6680	0.8447	0.9191
0.0778	7.9283	1990	0.8420	0.6680	0.8420	0.9176
0.0778	7.9363	1992	0.8320	0.6812	0.8320	0.9121
0.0778	7.9442	1994	0.8044	0.6812	0.8044	0.8969
0.0778	7.9522	1996	0.7884	0.6812	0.7884	0.8879
0.0778	7.9602	1998	0.7669	0.675	0.7669	0.8757
0.0596	7.9681	2000	0.7622	0.675	0.7622	0.8730
0.0596	7.9761	2002	0.7385	0.675	0.7385	0.8594
0.0596	7.9841	2004	0.7178	0.6884	0.7178	0.8472
0.0596	7.9920	2006	0.6937	0.6686	0.6937	0.8329
0.0596	8.0	2008	0.6928	0.6686	0.6928	0.8323
0.0596	8.0080	2010	0.6920	0.6478	0.6920	0.8318
0.0596	8.0159	2012	0.7118	0.6686	0.7118	0.8437
0.0596	8.0239	2014	0.7486	0.6548	0.7486	0.8652
0.0596	8.0319	2016	0.7811	0.6616	0.7811	0.8838
0.0596	8.0398	2018	0.8102	0.5991	0.8102	0.9001
0.0596	8.0478	2020	0.8209	0.5991	0.8209	0.9060
0.0596	8.0558	2022	0.8408	0.5991	0.8408	0.9170
0.0596	8.0637	2024	0.8635	0.6070	0.8635	0.9292
0.0596	8.0717	2026	0.8707	0.6070	0.8707	0.9331
0.0596	8.0797	2028	0.8502	0.6208	0.8502	0.9221
0.0596	8.0876	2030	0.8218	0.5991	0.8218	0.9065
0.0596	8.0956	2032	0.8123	0.5991	0.8123	0.9013
0.0596	8.1036	2034	0.7816	0.6229	0.7816	0.8841
0.0596	8.1116	2036	0.7464	0.6410	0.7464	0.8640
0.0596	8.1195	2038	0.7348	0.6410	0.7348	0.8572
0.0596	8.1275	2040	0.7398	0.6410	0.7398	0.8601
0.0596	8.1355	2042	0.7558	0.6410	0.7558	0.8693
0.0596	8.1434	2044	0.7797	0.6229	0.7797	0.8830
0.0596	8.1514	2046	0.7822	0.6229	0.7822	0.8844
0.0596	8.1594	2048	0.7901	0.5991	0.7901	0.8889
0.0596	8.1673	2050	0.7866	0.6229	0.7866	0.8869
0.0596	8.1753	2052	0.7814	0.6616	0.7814	0.8840
0.0596	8.1833	2054	0.7633	0.6616	0.7633	0.8737
0.0596	8.1912	2056	0.7411	0.6548	0.7411	0.8609
0.0596	8.1992	2058	0.7362	0.6548	0.7362	0.8580
0.0596	8.2072	2060	0.7328	0.6548	0.7328	0.8560
0.0596	8.2151	2062	0.7329	0.6548	0.7329	0.8561
0.0596	8.2231	2064	0.7560	0.675	0.7560	0.8695
0.0596	8.2311	2066	0.7913	0.6616	0.7913	0.8895
0.0596	8.2390	2068	0.8214	0.5991	0.8214	0.9063
0.0596	8.2470	2070	0.8338	0.5991	0.8338	0.9132
0.0596	8.2550	2072	0.8270	0.5991	0.8270	0.9094
0.0596	8.2629	2074	0.8024	0.5991	0.8024	0.8958
0.0596	8.2709	2076	0.7887	0.5991	0.7887	0.8881
0.0596	8.2789	2078	0.7647	0.6616	0.7647	0.8744
0.0596	8.2869	2080	0.7333	0.6548	0.7333	0.8564
0.0596	8.2948	2082	0.7096	0.6337	0.7096	0.8424
0.0596	8.3028	2084	0.7030	0.6337	0.7030	0.8385
0.0596	8.3108	2086	0.7054	0.6337	0.7054	0.8399
0.0596	8.3187	2088	0.7215	0.675	0.7215	0.8494
0.0596	8.3267	2090	0.7261	0.6548	0.7261	0.8521
0.0596	8.3347	2092	0.7397	0.6616	0.7397	0.8600
0.0596	8.3426	2094	0.7642	0.6229	0.7642	0.8742
0.0596	8.3506	2096	0.7744	0.5991	0.7744	0.8800
0.0596	8.3586	2098	0.7664	0.5991	0.7664	0.8754
0.0596	8.3665	2100	0.7606	0.5991	0.7606	0.8721
0.0596	8.3745	2102	0.7625	0.5991	0.7625	0.8732
0.0596	8.3825	2104	0.7624	0.5991	0.7624	0.8732
0.0596	8.3904	2106	0.7469	0.6014	0.7469	0.8643
0.0596	8.3984	2108	0.7451	0.6014	0.7451	0.8632
0.0596	8.4064	2110	0.7427	0.6014	0.7427	0.8618
0.0596	8.4143	2112	0.7391	0.6014	0.7391	0.8597
0.0596	8.4223	2114	0.7339	0.6014	0.7339	0.8567
0.0596	8.4303	2116	0.7365	0.6014	0.7365	0.8582
0.0596	8.4382	2118	0.7289	0.6014	0.7289	0.8538
0.0596	8.4462	2120	0.7319	0.6014	0.7319	0.8555
0.0596	8.4542	2122	0.7446	0.6014	0.7446	0.8629
0.0596	8.4622	2124	0.7413	0.6014	0.7413	0.8610
0.0596	8.4701	2126	0.7238	0.6014	0.7238	0.8508
0.0596	8.4781	2128	0.7048	0.6239	0.7048	0.8395
0.0596	8.4861	2130	0.6935	0.6384	0.6935	0.8328
0.0596	8.4940	2132	0.6943	0.6384	0.6943	0.8332
0.0596	8.5020	2134	0.7089	0.6410	0.7089	0.8420
0.0596	8.5100	2136	0.7302	0.5765	0.7302	0.8545
0.0596	8.5179	2138	0.7358	0.5765	0.7358	0.8578
0.0596	8.5259	2140	0.7264	0.6410	0.7264	0.8523
0.0596	8.5339	2142	0.7159	0.6410	0.7159	0.8461
0.0596	8.5418	2144	0.7167	0.6410	0.7167	0.8466
0.0596	8.5498	2146	0.7077	0.6195	0.7077	0.8413
0.0596	8.5578	2148	0.7040	0.6337	0.7040	0.8390
0.0596	8.5657	2150	0.7126	0.6195	0.7126	0.8442
0.0596	8.5737	2152	0.7303	0.6410	0.7303	0.8546
0.0596	8.5817	2154	0.7568	0.5765	0.7568	0.8699
0.0596	8.5896	2156	0.7830	0.5991	0.7830	0.8849
0.0596	8.5976	2158	0.7980	0.5991	0.7980	0.8933
0.0596	8.6056	2160	0.8014	0.5991	0.8014	0.8952
0.0596	8.6135	2162	0.7962	0.5991	0.7962	0.8923
0.0596	8.6215	2164	0.7807	0.5991	0.7807	0.8836
0.0596	8.6295	2166	0.7718	0.6229	0.7718	0.8785
0.0596	8.6375	2168	0.7766	0.6229	0.7766	0.8813
0.0596	8.6454	2170	0.7765	0.6229	0.7765	0.8812
0.0596	8.6534	2172	0.7827	0.6229	0.7827	0.8847
0.0596	8.6614	2174	0.8010	0.6710	0.8010	0.8950
0.0596	8.6693	2176	0.8250	0.6710	0.8250	0.9083
0.0596	8.6773	2178	0.8210	0.6710	0.8210	0.9061
0.0596	8.6853	2180	0.8087	0.6710	0.8087	0.8993
0.0596	8.6932	2182	0.8119	0.6434	0.8119	0.9010
0.0596	8.7012	2184	0.8063	0.6229	0.8063	0.8980
0.0596	8.7092	2186	0.7891	0.6229	0.7891	0.8883
0.0596	8.7171	2188	0.7634	0.6616	0.7634	0.8737
0.0596	8.7251	2190	0.7415	0.6616	0.7415	0.8611
0.0596	8.7331	2192	0.7318	0.6410	0.7318	0.8555
0.0596	8.7410	2194	0.7311	0.6410	0.7311	0.8550
0.0596	8.7490	2196	0.7329	0.6410	0.7329	0.8561
0.0596	8.7570	2198	0.7253	0.6410	0.7253	0.8516
0.0596	8.7649	2200	0.7308	0.6410	0.7308	0.8549
0.0596	8.7729	2202	0.7392	0.6410	0.7392	0.8598
0.0596	8.7809	2204	0.7543	0.6616	0.7543	0.8685
0.0596	8.7888	2206	0.7598	0.6616	0.7598	0.8717
0.0596	8.7968	2208	0.7545	0.6616	0.7545	0.8686
0.0596	8.8048	2210	0.7554	0.6616	0.7554	0.8691
0.0596	8.8127	2212	0.7563	0.6616	0.7563	0.8697
0.0596	8.8207	2214	0.7488	0.6410	0.7488	0.8653
0.0596	8.8287	2216	0.7360	0.6410	0.7360	0.8579
0.0596	8.8367	2218	0.7193	0.6548	0.7193	0.8481
0.0596	8.8446	2220	0.7163	0.6548	0.7163	0.8463
0.0596	8.8526	2222	0.7242	0.6548	0.7242	0.8510
0.0596	8.8606	2224	0.7443	0.675	0.7443	0.8627
0.0596	8.8685	2226	0.7597	0.6812	0.7597	0.8716
0.0596	8.8765	2228	0.7759	0.6812	0.7759	0.8809
0.0596	8.8845	2230	0.7840	0.6812	0.7840	0.8854
0.0596	8.8924	2232	0.7854	0.6812	0.7854	0.8862
0.0596	8.9004	2234	0.7801	0.6616	0.7801	0.8832
0.0596	8.9084	2236	0.7774	0.6616	0.7774	0.8817
0.0596	8.9163	2238	0.7759	0.6616	0.7759	0.8809
0.0596	8.9243	2240	0.7830	0.6616	0.7830	0.8849
0.0596	8.9323	2242	0.7973	0.6229	0.7973	0.8929
0.0596	8.9402	2244	0.8075	0.6434	0.8075	0.8986
0.0596	8.9482	2246	0.8137	0.6434	0.8137	0.9020
0.0596	8.9562	2248	0.8086	0.6434	0.8086	0.8992
0.0596	8.9641	2250	0.8023	0.6434	0.8023	0.8957
0.0596	8.9721	2252	0.7846	0.6229	0.7846	0.8858
0.0596	8.9801	2254	0.7569	0.6410	0.7569	0.8700
0.0596	8.9880	2256	0.7352	0.6410	0.7352	0.8574
0.0596	8.9960	2258	0.7169	0.6410	0.7169	0.8467
0.0596	9.0040	2260	0.7050	0.6548	0.7050	0.8397
0.0596	9.0120	2262	0.7017	0.6548	0.7017	0.8377
0.0596	9.0199	2264	0.6916	0.6686	0.6916	0.8316
0.0596	9.0279	2266	0.6852	0.6686	0.6852	0.8277
0.0596	9.0359	2268	0.6871	0.6686	0.6871	0.8289
0.0596	9.0438	2270	0.6992	0.6686	0.6992	0.8362
0.0596	9.0518	2272	0.7112	0.6548	0.7112	0.8433
0.0596	9.0598	2274	0.7267	0.675	0.7267	0.8524
0.0596	9.0677	2276	0.7497	0.6812	0.7497	0.8659
0.0596	9.0757	2278	0.7702	0.6812	0.7702	0.8776
0.0596	9.0837	2280	0.7838	0.6812	0.7838	0.8853
0.0596	9.0916	2282	0.7849	0.6812	0.7849	0.8860
0.0596	9.0996	2284	0.7849	0.6812	0.7849	0.8859
0.0596	9.1076	2286	0.7884	0.6812	0.7884	0.8879
0.0596	9.1155	2288	0.7940	0.6812	0.7940	0.8911
0.0596	9.1235	2290	0.7865	0.6812	0.7865	0.8869
0.0596	9.1315	2292	0.7734	0.6812	0.7734	0.8794
0.0596	9.1394	2294	0.7673	0.6812	0.7673	0.8759
0.0596	9.1474	2296	0.7571	0.6812	0.7571	0.8701
0.0596	9.1554	2298	0.7526	0.6616	0.7526	0.8675
0.0596	9.1633	2300	0.7512	0.6616	0.7512	0.8667
0.0596	9.1713	2302	0.7602	0.6812	0.7602	0.8719
0.0596	9.1793	2304	0.7737	0.6812	0.7737	0.8796
0.0596	9.1873	2306	0.7898	0.6434	0.7898	0.8887
0.0596	9.1952	2308	0.7962	0.6434	0.7962	0.8923
0.0596	9.2032	2310	0.7987	0.6434	0.7987	0.8937
0.0596	9.2112	2312	0.7911	0.6434	0.7911	0.8895
0.0596	9.2191	2314	0.7862	0.6434	0.7862	0.8867
0.0596	9.2271	2316	0.7798	0.6434	0.7798	0.8831
0.0596	9.2351	2318	0.7738	0.6229	0.7738	0.8797
0.0596	9.2430	2320	0.7624	0.6014	0.7624	0.8731
0.0596	9.2510	2322	0.7499	0.6410	0.7499	0.8660
0.0596	9.2590	2324	0.7397	0.6410	0.7397	0.8600
0.0596	9.2669	2326	0.7385	0.6410	0.7385	0.8594
0.0596	9.2749	2328	0.7406	0.6410	0.7406	0.8606
0.0596	9.2829	2330	0.7481	0.6410	0.7481	0.8649
0.0596	9.2908	2332	0.7627	0.6229	0.7627	0.8733
0.0596	9.2988	2334	0.7705	0.6434	0.7705	0.8778
0.0596	9.3068	2336	0.7768	0.6434	0.7768	0.8814
0.0596	9.3147	2338	0.7747	0.6434	0.7747	0.8802
0.0596	9.3227	2340	0.7778	0.6434	0.7778	0.8819
0.0596	9.3307	2342	0.7779	0.6434	0.7779	0.8820
0.0596	9.3386	2344	0.7724	0.6229	0.7724	0.8788
0.0596	9.3466	2346	0.7706	0.6014	0.7706	0.8778
0.0596	9.3546	2348	0.7741	0.6229	0.7741	0.8798
0.0596	9.3625	2350	0.7757	0.6229	0.7757	0.8807
0.0596	9.3705	2352	0.7851	0.6434	0.7851	0.8861
0.0596	9.3785	2354	0.7962	0.6434	0.7962	0.8923
0.0596	9.3865	2356	0.8060	0.6434	0.8060	0.8978
0.0596	9.3944	2358	0.8164	0.6434	0.8164	0.9036
0.0596	9.4024	2360	0.8209	0.6434	0.8209	0.9061
0.0596	9.4104	2362	0.8208	0.6434	0.8208	0.9060
0.0596	9.4183	2364	0.8184	0.6434	0.8184	0.9047
0.0596	9.4263	2366	0.8189	0.6434	0.8189	0.9049
0.0596	9.4343	2368	0.8153	0.6434	0.8153	0.9029
0.0596	9.4422	2370	0.8084	0.6434	0.8084	0.8991
0.0596	9.4502	2372	0.8037	0.6434	0.8037	0.8965
0.0596	9.4582	2374	0.7978	0.6434	0.7978	0.8932
0.0596	9.4661	2376	0.7944	0.6434	0.7944	0.8913
0.0596	9.4741	2378	0.7890	0.6434	0.7890	0.8883
0.0596	9.4821	2380	0.7873	0.6434	0.7873	0.8873
0.0596	9.4900	2382	0.7870	0.6434	0.7870	0.8871
0.0596	9.4980	2384	0.7905	0.6434	0.7905	0.8891
0.0596	9.5060	2386	0.7930	0.6434	0.7930	0.8905
0.0596	9.5139	2388	0.7954	0.6434	0.7954	0.8919
0.0596	9.5219	2390	0.7959	0.6434	0.7959	0.8921
0.0596	9.5299	2392	0.7971	0.6434	0.7971	0.8928
0.0596	9.5378	2394	0.7949	0.6434	0.7949	0.8916
0.0596	9.5458	2396	0.7917	0.6434	0.7917	0.8898
0.0596	9.5538	2398	0.7919	0.6434	0.7919	0.8899
0.0596	9.5618	2400	0.7872	0.6434	0.7872	0.8872
0.0596	9.5697	2402	0.7855	0.6229	0.7855	0.8863
0.0596	9.5777	2404	0.7879	0.6434	0.7879	0.8876
0.0596	9.5857	2406	0.7892	0.6434	0.7892	0.8884
0.0596	9.5936	2408	0.7898	0.6434	0.7898	0.8887
0.0596	9.6016	2410	0.7886	0.6434	0.7886	0.8881
0.0596	9.6096	2412	0.7878	0.6434	0.7878	0.8876
0.0596	9.6175	2414	0.7844	0.6434	0.7844	0.8857
0.0596	9.6255	2416	0.7786	0.6434	0.7786	0.8824
0.0596	9.6335	2418	0.7748	0.6434	0.7748	0.8802
0.0596	9.6414	2420	0.7698	0.6812	0.7698	0.8774
0.0596	9.6494	2422	0.7650	0.6616	0.7650	0.8746
0.0596	9.6574	2424	0.7594	0.6616	0.7594	0.8715
0.0596	9.6653	2426	0.7548	0.6616	0.7548	0.8688
0.0596	9.6733	2428	0.7489	0.6410	0.7489	0.8654
0.0596	9.6813	2430	0.7470	0.6410	0.7470	0.8643
0.0596	9.6892	2432	0.7461	0.6410	0.7461	0.8637
0.0596	9.6972	2434	0.7476	0.6410	0.7476	0.8647
0.0596	9.7052	2436	0.7499	0.6410	0.7499	0.8660
0.0596	9.7131	2438	0.7538	0.6410	0.7538	0.8682
0.0596	9.7211	2440	0.7575	0.6616	0.7575	0.8704
0.0596	9.7291	2442	0.7636	0.6616	0.7636	0.8739
0.0596	9.7371	2444	0.7682	0.6812	0.7682	0.8765
0.0596	9.7450	2446	0.7695	0.6812	0.7695	0.8772
0.0596	9.7530	2448	0.7719	0.6434	0.7719	0.8786
0.0596	9.7610	2450	0.7754	0.6434	0.7754	0.8806
0.0596	9.7689	2452	0.7804	0.6434	0.7804	0.8834
0.0596	9.7769	2454	0.7841	0.6434	0.7841	0.8855
0.0596	9.7849	2456	0.7866	0.6434	0.7866	0.8869
0.0596	9.7928	2458	0.7855	0.6434	0.7855	0.8863
0.0596	9.8008	2460	0.7833	0.6434	0.7833	0.8851
0.0596	9.8088	2462	0.7815	0.6434	0.7815	0.8840
0.0596	9.8167	2464	0.7789	0.6434	0.7789	0.8826
0.0596	9.8247	2466	0.7752	0.6434	0.7752	0.8805
0.0596	9.8327	2468	0.7718	0.6434	0.7718	0.8785
0.0596	9.8406	2470	0.7695	0.6434	0.7695	0.8772

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

Task: Text Classification
Library: transformers
Type: bert
Created: Dec 4, 2024
Updated: Dec 4, 2024