Arabic_FineTuningAraBERT_run2_AugV5_k35_task1_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_run2_AugV5_k35_task1_organization_fold1

Arabic_FineTuningAraBERT_run2_AugV5_k35_task1_organization_fold1 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

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

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4.3 GB on disk

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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 28, 2024
Updated: Nov 28, 2024
SHA: 0b31529e

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_run2_AugV5_k35_task1_organization_fold1

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

Loss: 0.4719
Qwk: 0.7059
Mse: 0.4719
Rmse: 0.6869

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	0.0056	2	8.0660	-0.0170	8.0660	2.8401
No log	0.0112	4	4.4947	0.0	4.4947	2.1201
No log	0.0168	6	3.2132	-0.0180	3.2132	1.7926
No log	0.0224	8	2.2595	0.0421	2.2595	1.5032
No log	0.0280	10	1.7152	0.0	1.7152	1.3097
No log	0.0336	12	1.6215	0.0	1.6215	1.2734
No log	0.0392	14	1.4316	0.0	1.4316	1.1965
No log	0.0448	16	1.4803	0.0	1.4803	1.2167
No log	0.0504	18	1.4422	0.0	1.4422	1.2009
No log	0.0560	20	1.3224	0.0	1.3224	1.1500
No log	0.0616	22	1.2375	0.0841	1.2375	1.1124
No log	0.0672	24	1.3704	0.0	1.3704	1.1706
No log	0.0728	26	1.4484	0.0	1.4484	1.2035
No log	0.0784	28	1.2860	0.0841	1.2860	1.1340
No log	0.0840	30	1.0218	0.2857	1.0218	1.0109
No log	0.0896	32	0.9284	0.1878	0.9284	0.9635
No log	0.0952	34	0.8844	0.1878	0.8844	0.9404
No log	0.1008	36	0.9419	0.1895	0.9419	0.9705
No log	0.1064	38	1.1081	0.2596	1.1081	1.0527
No log	0.1120	40	1.0141	0.1658	1.0141	1.0070
No log	0.1176	42	0.8369	0.2135	0.8369	0.9148
No log	0.1232	44	0.8346	0.2959	0.8346	0.9135
No log	0.1289	46	0.8519	0.2959	0.8519	0.9230
No log	0.1345	48	0.8611	0.2959	0.8611	0.9280
No log	0.1401	50	0.8057	0.3488	0.8057	0.8976
No log	0.1457	52	0.7890	0.4948	0.7890	0.8883
No log	0.1513	54	0.7897	0.4948	0.7897	0.8886
No log	0.1569	56	0.7818	0.4948	0.7818	0.8842
No log	0.1625	58	0.8046	0.4948	0.8046	0.8970
No log	0.1681	60	0.8098	0.4262	0.8098	0.8999
No log	0.1737	62	0.7363	0.4948	0.7363	0.8581
No log	0.1793	64	0.7081	0.4400	0.7081	0.8415
No log	0.1849	66	0.7467	0.4976	0.7467	0.8641
No log	0.1905	68	0.7540	0.4343	0.7540	0.8683
No log	0.1961	70	0.7304	0.5333	0.7304	0.8546
No log	0.2017	72	0.7400	0.4674	0.7400	0.8602
No log	0.2073	74	0.7280	0.4674	0.7280	0.8532
No log	0.2129	76	0.6726	0.4674	0.6726	0.8201
No log	0.2185	78	0.6481	0.2921	0.6481	0.8051
No log	0.2241	80	0.6543	0.4262	0.6543	0.8089
No log	0.2297	82	0.6456	0.4262	0.6456	0.8035
No log	0.2353	84	0.6377	0.4262	0.6377	0.7986
No log	0.2409	86	0.6318	0.4731	0.6318	0.7948
No log	0.2465	88	0.6324	0.4731	0.6324	0.7952
No log	0.2521	90	0.6389	0.4262	0.6389	0.7993
No log	0.2577	92	0.8255	0.4043	0.8255	0.9085
No log	0.2633	94	0.9285	0.3037	0.9285	0.9636
No log	0.2689	96	0.8788	0.3505	0.8788	0.9374
No log	0.2745	98	0.7768	0.4878	0.7768	0.8814
No log	0.2801	100	0.7349	0.4659	0.7349	0.8573
No log	0.2857	102	0.7109	0.5154	0.7109	0.8432
No log	0.2913	104	0.7004	0.5532	0.7004	0.8369
No log	0.2969	106	0.8151	0.5103	0.8151	0.9028
No log	0.3025	108	0.7209	0.4068	0.7209	0.8491
No log	0.3081	110	0.7290	0.3253	0.7290	0.8538
No log	0.3137	112	0.7433	0.3558	0.7433	0.8622
No log	0.3193	114	0.6843	0.3253	0.6843	0.8272
No log	0.3249	116	0.6076	0.3253	0.6076	0.7795
No log	0.3305	118	0.6071	0.4068	0.6071	0.7792
No log	0.3361	120	0.6905	0.5081	0.6905	0.8309
No log	0.3417	122	0.6876	0.5081	0.6876	0.8292
No log	0.3473	124	0.7630	0.5	0.7630	0.8735
No log	0.3529	126	0.9492	0.3298	0.9492	0.9743
No log	0.3585	128	0.9815	0.3277	0.9815	0.9907
No log	0.3641	130	0.8639	0.4324	0.8639	0.9295
No log	0.3697	132	0.7235	0.5081	0.7235	0.8506
No log	0.3754	134	0.6302	0.4368	0.6302	0.7939
No log	0.3810	136	0.5563	0.3253	0.5563	0.7459
No log	0.3866	138	0.5590	0.5281	0.5590	0.7477
No log	0.3922	140	0.6189	0.4674	0.6189	0.7867
No log	0.3978	142	0.6548	0.4385	0.6548	0.8092
No log	0.4034	144	0.6033	0.3200	0.6033	0.7767
No log	0.4090	146	0.5845	0.3488	0.5845	0.7645
No log	0.4146	148	0.6335	0.3558	0.6335	0.7959
No log	0.4202	150	0.8062	0.25	0.8062	0.8979
No log	0.4258	152	0.8953	0.25	0.8953	0.9462
No log	0.4314	154	0.7889	0.25	0.7889	0.8882
No log	0.4370	156	0.6175	0.4096	0.6175	0.7858
No log	0.4426	158	0.5731	0.3488	0.5731	0.7571
No log	0.4482	160	0.5853	0.3488	0.5853	0.7650
No log	0.4538	162	0.5712	0.3488	0.5712	0.7558
No log	0.4594	164	0.5614	0.4096	0.5614	0.7493
No log	0.4650	166	0.5625	0.4096	0.5625	0.7500
No log	0.4706	168	0.5471	0.4096	0.5471	0.7396
No log	0.4762	170	0.5395	0.3787	0.5395	0.7345
No log	0.4818	172	0.5687	0.4859	0.5687	0.7541
No log	0.4874	174	0.6102	0.5149	0.6102	0.7811
No log	0.4930	176	0.6935	0.5070	0.6935	0.8328
No log	0.4986	178	0.7397	0.4706	0.7397	0.8600
No log	0.5042	180	0.7486	0.5789	0.7486	0.8652
No log	0.5098	182	0.6941	0.6209	0.6941	0.8331
No log	0.5154	184	0.6811	0.5609	0.6811	0.8253
No log	0.5210	186	0.6931	0.6038	0.6931	0.8325
No log	0.5266	188	0.6387	0.6375	0.6387	0.7992
No log	0.5322	190	0.6252	0.6375	0.6252	0.7907
No log	0.5378	192	0.5384	0.5714	0.5384	0.7337
No log	0.5434	194	0.4898	0.4262	0.4898	0.6999
No log	0.5490	196	0.4964	0.4262	0.4964	0.7045
No log	0.5546	198	0.5030	0.4948	0.5030	0.7093
No log	0.5602	200	0.5221	0.6216	0.5221	0.7225
No log	0.5658	202	0.5680	0.6471	0.5680	0.7536
No log	0.5714	204	0.6458	0.6038	0.6458	0.8036
No log	0.5770	206	0.7030	0.5641	0.7030	0.8385
No log	0.5826	208	0.6538	0.5641	0.6538	0.8086
No log	0.5882	210	0.5546	0.6500	0.5546	0.7447
No log	0.5938	212	0.5659	0.6500	0.5659	0.7522
No log	0.5994	214	0.5232	0.5604	0.5232	0.7233
No log	0.6050	216	0.4636	0.5728	0.4636	0.6809
No log	0.6106	218	0.4704	0.4878	0.4704	0.6859
No log	0.6162	220	0.4939	0.5463	0.4939	0.7028
No log	0.6218	222	0.5139	0.5463	0.5139	0.7169
No log	0.6275	224	0.5255	0.5463	0.5255	0.7249
No log	0.6331	226	0.5278	0.5463	0.5278	0.7265
No log	0.6387	228	0.4798	0.4878	0.4798	0.6927
No log	0.6443	230	0.4760	0.4878	0.4760	0.6899
No log	0.6499	232	0.5135	0.5463	0.5135	0.7166
No log	0.6555	234	0.4638	0.4878	0.4638	0.6810
No log	0.6611	236	0.4210	0.58	0.4210	0.6488
No log	0.6667	238	0.4256	0.6351	0.4256	0.6524
No log	0.6723	240	0.5119	0.4878	0.5119	0.7154
No log	0.6779	242	0.5880	0.4141	0.5880	0.7668
No log	0.6835	244	0.5991	0.5221	0.5991	0.7740
No log	0.6891	246	0.5474	0.5475	0.5474	0.7398
No log	0.6947	248	0.5002	0.6744	0.5002	0.7072
No log	0.7003	250	0.5117	0.5789	0.5117	0.7153
No log	0.7059	252	0.5947	0.5447	0.5947	0.7712
No log	0.7115	254	0.5707	0.6008	0.5707	0.7554
No log	0.7171	256	0.5647	0.6190	0.5647	0.7515
No log	0.7227	258	0.6097	0.6290	0.6097	0.7808
No log	0.7283	260	0.7114	0.4936	0.7114	0.8434
No log	0.7339	262	0.8090	0.4750	0.8090	0.8995
No log	0.7395	264	0.9421	0.4324	0.9421	0.9706
No log	0.7451	266	0.9316	0.1047	0.9316	0.9652
No log	0.7507	268	0.7355	0.3558	0.7355	0.8576
No log	0.7563	270	0.5384	0.6	0.5384	0.7338
No log	0.7619	272	0.4212	0.5374	0.4212	0.6490
No log	0.7675	274	0.4108	0.5962	0.4108	0.6409
No log	0.7731	276	0.4442	0.5333	0.4442	0.6665
No log	0.7787	278	0.5468	0.5505	0.5468	0.7394
No log	0.7843	280	0.5204	0.5505	0.5204	0.7214
No log	0.7899	282	0.4232	0.4787	0.4232	0.6505
No log	0.7955	284	0.4742	0.5435	0.4742	0.6886
No log	0.8011	286	0.4596	0.6147	0.4596	0.6780
No log	0.8067	288	0.3781	0.6602	0.3781	0.6149
No log	0.8123	290	0.4483	0.6255	0.4483	0.6696
No log	0.8179	292	0.6430	0.5641	0.6430	0.8018
No log	0.8235	294	0.6451	0.5641	0.6451	0.8032
No log	0.8291	296	0.6095	0.5641	0.6095	0.7807
No log	0.8347	298	0.4568	0.6540	0.4568	0.6759
No log	0.8403	300	0.4095	0.6805	0.4095	0.6399
No log	0.8459	302	0.5168	0.6038	0.5168	0.7189
No log	0.8515	304	0.7229	0.5641	0.7229	0.8502
No log	0.8571	306	0.7027	0.5641	0.7027	0.8383
No log	0.8627	308	0.5618	0.6260	0.5618	0.7496
No log	0.8683	310	0.5209	0.5604	0.5209	0.7218
No log	0.8739	312	0.5223	0.5604	0.5223	0.7227
No log	0.8796	314	0.4918	0.5604	0.4918	0.7013
No log	0.8852	316	0.4724	0.5604	0.4724	0.6873
No log	0.8908	318	0.5374	0.6375	0.5374	0.7331
No log	0.8964	320	0.8038	0.4815	0.8038	0.8965
No log	0.9020	322	0.9160	0.4769	0.9160	0.9571
No log	0.9076	324	0.7593	0.5563	0.7593	0.8714
No log	0.9132	326	0.6295	0.6047	0.6295	0.7934
No log	0.9188	328	0.5313	0.6535	0.5313	0.7289
No log	0.9244	330	0.5625	0.7255	0.5625	0.7500
No log	0.9300	332	0.6305	0.6769	0.6305	0.7941
No log	0.9356	334	0.8061	0.6257	0.8061	0.8978
No log	0.9412	336	0.9565	0.5515	0.9565	0.9780
No log	0.9468	338	0.8475	0.5243	0.8475	0.9206
No log	0.9524	340	0.6146	0.5725	0.6146	0.7840
No log	0.9580	342	0.4504	0.6255	0.4504	0.6711
No log	0.9636	344	0.3592	0.6957	0.3592	0.5993
No log	0.9692	346	0.3810	0.5625	0.3810	0.6173
No log	0.9748	348	0.3824	0.5463	0.3824	0.6184
No log	0.9804	350	0.4162	0.6255	0.4162	0.6451
No log	0.9860	352	0.4160	0.6255	0.4160	0.6450
No log	0.9916	354	0.3478	0.7050	0.3478	0.5897
No log	0.9972	356	0.3740	0.7692	0.3740	0.6115
No log	1.0028	358	0.4384	0.7971	0.4384	0.6621
No log	1.0084	360	0.4360	0.7692	0.4360	0.6603
No log	1.0140	362	0.4580	0.7864	0.4580	0.6767
No log	1.0196	364	0.5183	0.7459	0.5183	0.7199
No log	1.0252	366	0.6040	0.5914	0.6040	0.7772
No log	1.0308	368	0.6634	0.5735	0.6634	0.8145
No log	1.0364	370	0.5889	0.6459	0.5889	0.7674
No log	1.0420	372	0.4953	0.6585	0.4953	0.7038
No log	1.0476	374	0.4567	0.6585	0.4567	0.6758
No log	1.0532	376	0.4453	0.6585	0.4453	0.6673
No log	1.0588	378	0.4816	0.6585	0.4816	0.6940
No log	1.0644	380	0.5135	0.6459	0.5135	0.7166
No log	1.0700	382	0.5866	0.5641	0.5866	0.7659
No log	1.0756	384	0.6652	0.6260	0.6652	0.8156
No log	1.0812	386	0.6378	0.6260	0.6378	0.7986
No log	1.0868	388	0.5050	0.6500	0.5050	0.7106
No log	1.0924	390	0.4462	0.5505	0.4462	0.6680
No log	1.0980	392	0.4889	0.6500	0.4889	0.6992
No log	1.1036	394	0.5897	0.6500	0.5897	0.7679
No log	1.1092	396	0.6890	0.6260	0.6890	0.8300
No log	1.1148	398	0.6443	0.6500	0.6443	0.8027
No log	1.1204	400	0.5203	0.6500	0.5203	0.7214
No log	1.1261	402	0.5170	0.6842	0.5170	0.7190
No log	1.1317	404	0.6389	0.6715	0.6389	0.7993
No log	1.1373	406	0.9669	0.5692	0.9669	0.9833
No log	1.1429	408	1.3298	0.4965	1.3298	1.1532
No log	1.1485	410	1.3053	0.5172	1.3053	1.1425
No log	1.1541	412	0.9982	0.5515	0.9982	0.9991
No log	1.1597	414	0.6322	0.6585	0.6322	0.7951
No log	1.1653	416	0.4874	0.5984	0.4874	0.6982
No log	1.1709	418	0.4668	0.5984	0.4668	0.6832
No log	1.1765	420	0.4622	0.5374	0.4622	0.6799
No log	1.1821	422	0.4901	0.6016	0.4901	0.7001
No log	1.1877	424	0.4956	0.6255	0.4956	0.7040
No log	1.1933	426	0.4743	0.5882	0.4743	0.6887
No log	1.1989	428	0.4554	0.5374	0.4554	0.6748
No log	1.2045	430	0.4463	0.5374	0.4463	0.6681
No log	1.2101	432	0.4539	0.72	0.4539	0.6737
No log	1.2157	434	0.4653	0.6316	0.4653	0.6821
No log	1.2213	436	0.5158	0.6431	0.5158	0.7182
No log	1.2269	438	0.6032	0.6231	0.6032	0.7766
No log	1.2325	440	0.7347	0.5366	0.7347	0.8571
No log	1.2381	442	0.7585	0.5563	0.7585	0.8709
No log	1.2437	444	0.6877	0.6260	0.6877	0.8293
No log	1.2493	446	0.5915	0.6038	0.5915	0.7691
No log	1.2549	448	0.5379	0.6016	0.5379	0.7334
No log	1.2605	450	0.4920	0.6016	0.4920	0.7014
No log	1.2661	452	0.4770	0.5532	0.4770	0.6906
No log	1.2717	454	0.4661	0.5374	0.4661	0.6827
No log	1.2773	456	0.4867	0.5882	0.4867	0.6976
No log	1.2829	458	0.5499	0.5882	0.5499	0.7416
No log	1.2885	460	0.6408	0.6585	0.6408	0.8005
No log	1.2941	462	0.6873	0.6934	0.6873	0.8291
No log	1.2997	464	0.6894	0.6807	0.6894	0.8303
No log	1.3053	466	0.6157	0.6912	0.6157	0.7847
No log	1.3109	468	0.5557	0.6431	0.5557	0.7455
No log	1.3165	470	0.5364	0.6667	0.5364	0.7324
No log	1.3221	472	0.5617	0.5776	0.5617	0.7495
No log	1.3277	474	0.5679	0.5776	0.5679	0.7536
No log	1.3333	476	0.5289	0.5776	0.5289	0.7272
No log	1.3389	478	0.4582	0.6128	0.4582	0.6769
No log	1.3445	480	0.4049	0.6805	0.4049	0.6363
No log	1.3501	482	0.3926	0.7131	0.3926	0.6266
No log	1.3557	484	0.3885	0.7131	0.3885	0.6233
No log	1.3613	486	0.4132	0.6805	0.4132	0.6428
No log	1.3669	488	0.4702	0.6805	0.4702	0.6857
No log	1.3725	490	0.5891	0.6459	0.5891	0.7675
No log	1.3782	492	0.5276	0.6459	0.5276	0.7263
No log	1.3838	494	0.4263	0.7059	0.4263	0.6529
No log	1.3894	496	0.3815	0.7287	0.3815	0.6177
No log	1.3950	498	0.3878	0.7287	0.3878	0.6228
0.4783	1.4006	500	0.4406	0.6128	0.4406	0.6638
0.4783	1.4062	502	0.5726	0.6693	0.5726	0.7567
0.4783	1.4118	504	0.6832	0.6375	0.6832	0.8266
0.4783	1.4174	506	0.5908	0.6375	0.5908	0.7686
0.4783	1.4230	508	0.4468	0.6128	0.4468	0.6684
0.4783	1.4286	510	0.3888	0.5381	0.3888	0.6236
0.4783	1.4342	512	0.3882	0.5185	0.3882	0.6231
0.4783	1.4398	514	0.3839	0.6484	0.3839	0.6196
0.4783	1.4454	516	0.4195	0.6805	0.4195	0.6477
0.4783	1.4510	518	0.5328	0.6585	0.5328	0.7299
0.4783	1.4566	520	0.6670	0.5821	0.6670	0.8167
0.4783	1.4622	522	0.7868	0.5854	0.7868	0.8870
0.4783	1.4678	524	0.8023	0.5854	0.8023	0.8957
0.4783	1.4734	526	0.7079	0.6124	0.7079	0.8414
0.4783	1.4790	528	0.6072	0.6392	0.6072	0.7792
0.4783	1.4846	530	0.5604	0.6851	0.5604	0.7486
0.4783	1.4902	532	0.5143	0.7603	0.5143	0.7172
0.4783	1.4958	534	0.4610	0.6851	0.4610	0.6790
0.4783	1.5014	536	0.4476	0.6667	0.4476	0.6690
0.4783	1.5070	538	0.4337	0.6667	0.4337	0.6586
0.4783	1.5126	540	0.4488	0.6128	0.4488	0.6700
0.4783	1.5182	542	0.5050	0.6500	0.5050	0.7106
0.4783	1.5238	544	0.5234	0.6500	0.5234	0.7235
0.4783	1.5294	546	0.4928	0.6500	0.4928	0.7020
0.4783	1.5350	548	0.4149	0.6585	0.4149	0.6441
0.4783	1.5406	550	0.3947	0.6431	0.3947	0.6283
0.4783	1.5462	552	0.4180	0.6842	0.4180	0.6465
0.4783	1.5518	554	0.4741	0.6842	0.4741	0.6886
0.4783	1.5574	556	0.5267	0.6597	0.5267	0.7257
0.4783	1.5630	558	0.5733	0.6216	0.5733	0.7572
0.4783	1.5686	560	0.5467	0.6807	0.5467	0.7394
0.4783	1.5742	562	0.5744	0.6216	0.5744	0.7579
0.4783	1.5798	564	0.5277	0.6842	0.5277	0.7264
0.4783	1.5854	566	0.4866	0.7658	0.4866	0.6976
0.4783	1.5910	568	0.4658	0.7658	0.4658	0.6825
0.4783	1.5966	570	0.4635	0.7658	0.4635	0.6808
0.4783	1.6022	572	0.4776	0.7658	0.4776	0.6911
0.4783	1.6078	574	0.4687	0.7658	0.4687	0.6846
0.4783	1.6134	576	0.4433	0.7586	0.4433	0.6658
0.4783	1.6190	578	0.4495	0.7482	0.4495	0.6704
0.4783	1.6246	580	0.4665	0.7482	0.4665	0.6830
0.4783	1.6303	582	0.4788	0.7287	0.4788	0.6919
0.4783	1.6359	584	0.5140	0.6805	0.5140	0.7169
0.4783	1.6415	586	0.5798	0.5783	0.5798	0.7615
0.4783	1.6471	588	0.6200	0.5532	0.6200	0.7874
0.4783	1.6527	590	0.5448	0.5783	0.5448	0.7381
0.4783	1.6583	592	0.4718	0.6805	0.4718	0.6869
0.4783	1.6639	594	0.4668	0.7348	0.4668	0.6832
0.4783	1.6695	596	0.4721	0.7709	0.4721	0.6871
0.4783	1.6751	598	0.4706	0.6912	0.4706	0.6860
0.4783	1.6807	600	0.4683	0.6912	0.4683	0.6843
0.4783	1.6863	602	0.4616	0.6431	0.4616	0.6794
0.4783	1.6919	604	0.4420	0.6883	0.4420	0.6648
0.4783	1.6975	606	0.4369	0.7510	0.4369	0.6610
0.4783	1.7031	608	0.4565	0.7177	0.4565	0.6757
0.4783	1.7087	610	0.4560	0.7429	0.4560	0.6752
0.4783	1.7143	612	0.4462	0.6484	0.4462	0.6680
0.4783	1.7199	614	0.4663	0.5374	0.4663	0.6828
0.4783	1.7255	616	0.4839	0.5374	0.4839	0.6956
0.4783	1.7311	618	0.4779	0.5374	0.4779	0.6913
0.4783	1.7367	620	0.4876	0.5882	0.4876	0.6983
0.4783	1.7423	622	0.5543	0.6016	0.5543	0.7445
0.4783	1.7479	624	0.5726	0.6392	0.5726	0.7567
0.4783	1.7535	626	0.6294	0.6291	0.6294	0.7934
0.4783	1.7591	628	0.6223	0.6291	0.6223	0.7888
0.4783	1.7647	630	0.5600	0.6667	0.5600	0.7483
0.4783	1.7703	632	0.4645	0.6667	0.4645	0.6815
0.4783	1.7759	634	0.4290	0.5984	0.4290	0.6550
0.4783	1.7815	636	0.4244	0.7034	0.4244	0.6515
0.4783	1.7871	638	0.4412	0.5625	0.4412	0.6643
0.4783	1.7927	640	0.5299	0.5776	0.5299	0.7280
0.4783	1.7983	642	0.6368	0.5435	0.6368	0.7980
0.4783	1.8039	644	0.6781	0.5366	0.6781	0.8235
0.4783	1.8095	646	0.6345	0.5435	0.6345	0.7966
0.4783	1.8151	648	0.6421	0.5435	0.6421	0.8013
0.4783	1.8207	650	0.5596	0.6038	0.5596	0.7480
0.4783	1.8263	652	0.4770	0.7154	0.4770	0.6906
0.4783	1.8319	654	0.4808	0.7154	0.4808	0.6934
0.4783	1.8375	656	0.4987	0.7154	0.4987	0.7062
0.4783	1.8431	658	0.5204	0.6255	0.5204	0.7214
0.4783	1.8487	660	0.5530	0.6459	0.5530	0.7436
0.4783	1.8543	662	0.5252	0.7072	0.5252	0.7247
0.4783	1.8599	664	0.4475	0.7287	0.4475	0.6689
0.4783	1.8655	666	0.4045	0.7287	0.4045	0.6360
0.4783	1.8711	668	0.4284	0.7287	0.4284	0.6545
0.4783	1.8768	670	0.4895	0.7287	0.4895	0.6997
0.4783	1.8824	672	0.5668	0.7072	0.5668	0.7529
0.4783	1.8880	674	0.6147	0.7083	0.6147	0.7840
0.4783	1.8936	676	0.5879	0.6873	0.5879	0.7668
0.4783	1.8992	678	0.5011	0.7709	0.5011	0.7079
0.4783	1.9048	680	0.4729	0.7287	0.4729	0.6877
0.4783	1.9104	682	0.4778	0.7287	0.4778	0.6912
0.4783	1.9160	684	0.5505	0.6431	0.5505	0.7419
0.4783	1.9216	686	0.5790	0.7072	0.5790	0.7609
0.4783	1.9272	688	0.4988	0.6667	0.4988	0.7063
0.4783	1.9328	690	0.4434	0.6128	0.4434	0.6659
0.4783	1.9384	692	0.4230	0.5463	0.4230	0.6504
0.4783	1.9440	694	0.4174	0.5463	0.4174	0.6461
0.4783	1.9496	696	0.4203	0.5728	0.4203	0.6483
0.4783	1.9552	698	0.4228	0.6128	0.4228	0.6502
0.4783	1.9608	700	0.4526	0.6667	0.4526	0.6728
0.4783	1.9664	702	0.4869	0.6667	0.4869	0.6978
0.4783	1.9720	704	0.4883	0.6667	0.4883	0.6988
0.4783	1.9776	706	0.4886	0.7072	0.4886	0.6990
0.4783	1.9832	708	0.4272	0.7941	0.4272	0.6536
0.4783	1.9888	710	0.3802	0.7758	0.3802	0.6166
0.4783	1.9944	712	0.3750	0.7407	0.3750	0.6124
0.4783	2.0	714	0.3803	0.7758	0.3803	0.6166
0.4783	2.0056	716	0.4140	0.7059	0.4140	0.6435
0.4783	2.0112	718	0.5075	0.6459	0.5075	0.7124
0.4783	2.0168	720	0.5370	0.6459	0.5370	0.7328
0.4783	2.0224	722	0.4660	0.7059	0.4660	0.6826
0.4783	2.0280	724	0.4205	0.7059	0.4205	0.6484
0.4783	2.0336	726	0.4390	0.7059	0.4390	0.6626
0.4783	2.0392	728	0.4938	0.6128	0.4938	0.7027
0.4783	2.0448	730	0.5034	0.6128	0.5034	0.7095
0.4783	2.0504	732	0.4594	0.7529	0.4594	0.6778
0.4783	2.0560	734	0.4022	0.7879	0.4022	0.6342
0.4783	2.0616	736	0.3868	0.7879	0.3868	0.6219
0.4783	2.0672	738	0.3899	0.7287	0.3899	0.6244
0.4783	2.0728	740	0.4405	0.7059	0.4405	0.6637
0.4783	2.0784	742	0.5149	0.7059	0.5149	0.7176
0.4783	2.0840	744	0.5794	0.6375	0.5794	0.7612
0.4783	2.0896	746	0.5516	0.6500	0.5516	0.7427
0.4783	2.0952	748	0.5219	0.7244	0.5219	0.7224
0.4783	2.1008	750	0.4619	0.7470	0.4619	0.6797
0.4783	2.1064	752	0.4097	0.6805	0.4097	0.6401
0.4783	2.1120	754	0.4091	0.6805	0.4091	0.6396
0.4783	2.1176	756	0.3882	0.6805	0.3882	0.6231
0.4783	2.1232	758	0.4271	0.7222	0.4271	0.6535
0.4783	2.1289	760	0.5544	0.6642	0.5544	0.7446
0.4783	2.1345	762	0.7404	0.6135	0.7404	0.8605
0.4783	2.1401	764	0.8992	0.5625	0.8992	0.9483
0.4783	2.1457	766	0.8744	0.5515	0.8744	0.9351
0.4783	2.1513	768	0.7162	0.5641	0.7162	0.8463
0.4783	2.1569	770	0.5532	0.6566	0.5532	0.7438
0.4783	2.1625	772	0.4501	0.7724	0.4501	0.6709
0.4783	2.1681	774	0.4138	0.7319	0.4138	0.6433
0.4783	2.1737	776	0.4172	0.6026	0.4172	0.6459
0.4783	2.1793	778	0.4395	0.6026	0.4395	0.6630
0.4783	2.1849	780	0.4850	0.6500	0.4850	0.6964
0.4783	2.1905	782	0.4691	0.6500	0.4691	0.6849
0.4783	2.1961	784	0.4427	0.6500	0.4427	0.6654
0.4783	2.2017	786	0.4049	0.7059	0.4049	0.6363
0.4783	2.2073	788	0.4023	0.7059	0.4024	0.6343
0.4783	2.2129	790	0.3982	0.6805	0.3982	0.6310
0.4783	2.2185	792	0.4176	0.6805	0.4176	0.6462
0.4783	2.2241	794	0.4743	0.7222	0.4743	0.6887
0.4783	2.2297	796	0.5494	0.6423	0.5494	0.7412
0.4783	2.2353	798	0.5826	0.6316	0.5826	0.7633
0.4783	2.2409	800	0.5110	0.7222	0.5110	0.7148
0.4783	2.2465	802	0.4768	0.6805	0.4768	0.6905
0.4783	2.2521	804	0.4546	0.6805	0.4546	0.6742
0.4783	2.2577	806	0.4563	0.6805	0.4563	0.6755
0.4783	2.2633	808	0.4786	0.6805	0.4786	0.6918
0.4783	2.2689	810	0.4851	0.7059	0.4851	0.6965
0.4783	2.2745	812	0.4370	0.6805	0.4370	0.6610
0.4783	2.2801	814	0.3770	0.7287	0.3770	0.6140
0.4783	2.2857	816	0.3600	0.7510	0.3600	0.6000
0.4783	2.2913	818	0.3612	0.7709	0.3612	0.6010
0.4783	2.2969	820	0.3996	0.6805	0.3996	0.6322
0.4783	2.3025	822	0.4287	0.6805	0.4287	0.6548
0.4783	2.3081	824	0.4912	0.6805	0.4912	0.7009
0.4783	2.3137	826	0.4631	0.6805	0.4631	0.6805
0.4783	2.3193	828	0.4217	0.6805	0.4217	0.6494
0.4783	2.3249	830	0.4041	0.7986	0.4041	0.6357
0.4783	2.3305	832	0.4240	0.7986	0.4240	0.6512
0.4783	2.3361	834	0.5065	0.7063	0.5065	0.7117
0.4783	2.3417	836	0.5865	0.6755	0.5865	0.7658
0.4783	2.3473	838	0.6347	0.6957	0.6347	0.7967
0.4783	2.3529	840	0.5926	0.6316	0.5926	0.7698
0.4783	2.3585	842	0.5280	0.5370	0.5280	0.7267
0.4783	2.3641	844	0.4623	0.6128	0.4623	0.6800
0.4783	2.3697	846	0.4172	0.7296	0.4172	0.6459
0.4783	2.3754	848	0.4143	0.5926	0.4143	0.6436
0.4783	2.3810	850	0.4222	0.5926	0.4222	0.6498
0.4783	2.3866	852	0.4271	0.5926	0.4271	0.6535
0.4783	2.3922	854	0.4465	0.4731	0.4465	0.6682
0.4783	2.3978	856	0.4906	0.5604	0.4906	0.7004
0.4783	2.4034	858	0.5337	0.6026	0.5337	0.7306
0.4783	2.4090	860	0.5903	0.5917	0.5903	0.7683
0.4783	2.4146	862	0.6970	0.5641	0.6970	0.8348
0.4783	2.4202	864	0.7579	0.5492	0.7579	0.8706
0.4783	2.4258	866	0.7004	0.5962	0.7004	0.8369
0.4783	2.4314	868	0.6338	0.7217	0.6338	0.7961
0.4783	2.4370	870	0.6453	0.7101	0.6453	0.8033
0.4783	2.4426	872	0.5879	0.7475	0.5879	0.7668
0.4783	2.4482	874	0.5552	0.7475	0.5552	0.7452
0.4783	2.4538	876	0.5748	0.7475	0.5748	0.7582
0.4783	2.4594	878	0.6133	0.7342	0.6133	0.7831
0.4783	2.4650	880	0.5701	0.7934	0.5701	0.7551
0.4783	2.4706	882	0.5434	0.8095	0.5434	0.7371
0.4783	2.4762	884	0.4437	0.7603	0.4437	0.6661
0.4783	2.4818	886	0.3895	0.7260	0.3895	0.6241
0.4783	2.4874	888	0.3863	0.7535	0.3863	0.6215
0.4783	2.4930	890	0.3865	0.7260	0.3865	0.6217
0.4783	2.4986	892	0.3911	0.7260	0.3911	0.6254
0.4783	2.5042	894	0.4082	0.7287	0.4082	0.6389
0.4783	2.5098	896	0.4436	0.7287	0.4436	0.6660
0.4783	2.5154	898	0.4670	0.7895	0.4670	0.6833
0.4783	2.5210	900	0.4456	0.7603	0.4456	0.6676
0.4783	2.5266	902	0.4057	0.7603	0.4057	0.6370
0.4783	2.5322	904	0.4011	0.7535	0.4011	0.6333
0.4783	2.5378	906	0.4089	0.7535	0.4089	0.6395
0.4783	2.5434	908	0.4011	0.7535	0.4011	0.6333
0.4783	2.5490	910	0.4137	0.7603	0.4137	0.6432
0.4783	2.5546	912	0.4752	0.7941	0.4752	0.6894
0.4783	2.5602	914	0.5020	0.7368	0.5020	0.7085
0.4783	2.5658	916	0.4906	0.7529	0.4906	0.7004
0.4783	2.5714	918	0.4484	0.7941	0.4484	0.6696
0.4783	2.5770	920	0.4390	0.7709	0.4390	0.6626
0.4783	2.5826	922	0.4576	0.7709	0.4576	0.6765
0.4783	2.5882	924	0.5187	0.7603	0.5187	0.7202
0.4783	2.5938	926	0.6444	0.7342	0.6444	0.8027
0.4783	2.5994	928	0.8402	0.6844	0.8402	0.9166
0.4783	2.6050	930	0.9523	0.6316	0.9523	0.9758
0.4783	2.6106	932	0.8855	0.7216	0.8855	0.9410
0.4783	2.6162	934	0.7060	0.7342	0.7060	0.8402
0.4783	2.6218	936	0.5382	0.7063	0.5382	0.7336
0.4783	2.6275	938	0.4574	0.7287	0.4574	0.6763
0.4783	2.6331	940	0.4350	0.7131	0.4350	0.6595
0.4783	2.6387	942	0.4444	0.7529	0.4444	0.6666
0.4783	2.6443	944	0.4394	0.7529	0.4394	0.6629
0.4783	2.6499	946	0.4245	0.7131	0.4245	0.6515
0.4783	2.6555	948	0.4181	0.7131	0.4181	0.6466
0.4783	2.6611	950	0.4101	0.7131	0.4101	0.6404
0.4783	2.6667	952	0.3972	0.7348	0.3972	0.6302
0.4783	2.6723	954	0.4029	0.7260	0.4029	0.6348
0.4783	2.6779	956	0.4090	0.7709	0.4090	0.6395
0.4783	2.6835	958	0.4194	0.7709	0.4194	0.6476
0.4783	2.6891	960	0.4265	0.7941	0.4265	0.6531
0.4783	2.6947	962	0.4455	0.7059	0.4455	0.6675
0.4783	2.7003	964	0.4709	0.7059	0.4709	0.6862
0.4783	2.7059	966	0.4474	0.7059	0.4474	0.6689
0.4783	2.7115	968	0.4245	0.7059	0.4245	0.6516
0.4783	2.7171	970	0.4547	0.7059	0.4547	0.6743
0.4783	2.7227	972	0.4688	0.7059	0.4688	0.6847
0.4783	2.7283	974	0.4814	0.7059	0.4814	0.6939
0.4783	2.7339	976	0.4917	0.7470	0.4917	0.7012
0.4783	2.7395	978	0.4568	0.7059	0.4568	0.6759
0.4783	2.7451	980	0.4579	0.7059	0.4579	0.6767
0.4783	2.7507	982	0.4917	0.7059	0.4917	0.7012
0.4783	2.7563	984	0.5001	0.7059	0.5001	0.7072
0.4783	2.7619	986	0.4842	0.7059	0.4842	0.6959
0.4783	2.7675	988	0.4859	0.7059	0.4859	0.6971
0.4783	2.7731	990	0.4644	0.7529	0.4644	0.6815
0.4783	2.7787	992	0.4935	0.7529	0.4935	0.7025
0.4783	2.7843	994	0.5019	0.7529	0.5019	0.7084
0.4783	2.7899	996	0.5669	0.6842	0.5669	0.7529
0.4783	2.7955	998	0.6054	0.6715	0.6054	0.7781
0.1302	2.8011	1000	0.6490	0.6216	0.6490	0.8056
0.1302	2.8067	1002	0.6826	0.6124	0.6826	0.8262
0.1302	2.8123	1004	0.6125	0.6216	0.6125	0.7827
0.1302	2.8179	1006	0.5111	0.7279	0.5111	0.7149
0.1302	2.8235	1008	0.4323	0.7709	0.4323	0.6575
0.1302	2.8291	1010	0.4089	0.7407	0.4089	0.6395
0.1302	2.8347	1012	0.3915	0.7510	0.3915	0.6257
0.1302	2.8403	1014	0.3794	0.7510	0.3794	0.6159
0.1302	2.8459	1016	0.3738	0.7296	0.3738	0.6114
0.1302	2.8515	1018	0.3890	0.7296	0.3890	0.6237
0.1302	2.8571	1020	0.4202	0.6128	0.4202	0.6482
0.1302	2.8627	1022	0.4697	0.6379	0.4697	0.6854
0.1302	2.8683	1024	0.4697	0.6379	0.4697	0.6854
0.1302	2.8739	1026	0.4242	0.6667	0.4242	0.6513
0.1302	2.8796	1028	0.4185	0.6667	0.4185	0.6469
0.1302	2.8852	1030	0.4606	0.6667	0.4606	0.6787
0.1302	2.8908	1032	0.4893	0.6667	0.4893	0.6995
0.1302	2.8964	1034	0.5011	0.6667	0.5011	0.7079
0.1302	2.9020	1036	0.4724	0.6667	0.4724	0.6873
0.1302	2.9076	1038	0.4604	0.6667	0.4604	0.6785
0.1302	2.9132	1040	0.4530	0.6667	0.4530	0.6731
0.1302	2.9188	1042	0.4442	0.6224	0.4442	0.6665
0.1302	2.9244	1044	0.4326	0.7296	0.4326	0.6577
0.1302	2.9300	1046	0.4308	0.7296	0.4308	0.6563
0.1302	2.9356	1048	0.4351	0.7296	0.4351	0.6596
0.1302	2.9412	1050	0.4406	0.7296	0.4406	0.6637
0.1302	2.9468	1052	0.4580	0.7131	0.4580	0.6767
0.1302	2.9524	1054	0.4927	0.6842	0.4927	0.7019
0.1302	2.9580	1056	0.5646	0.6715	0.5646	0.7514
0.1302	2.9636	1058	0.6474	0.6543	0.6474	0.8046
0.1302	2.9692	1060	0.6686	0.6543	0.6686	0.8176
0.1302	2.9748	1062	0.5835	0.7391	0.5835	0.7639
0.1302	2.9804	1064	0.5047	0.7012	0.5047	0.7104
0.1302	2.9860	1066	0.4842	0.7712	0.4842	0.6959
0.1302	2.9916	1068	0.4931	0.7074	0.4931	0.7022
0.1302	2.9972	1070	0.5273	0.6755	0.5273	0.7262
0.1302	3.0028	1072	0.5659	0.6645	0.5659	0.7523
0.1302	3.0084	1074	0.5652	0.6645	0.5652	0.7518
0.1302	3.0140	1076	0.5507	0.6957	0.5507	0.7421
0.1302	3.0196	1078	0.4992	0.6392	0.4992	0.7065
0.1302	3.0252	1080	0.4339	0.7138	0.4339	0.6587
0.1302	3.0308	1082	0.4063	0.6883	0.4063	0.6374
0.1302	3.0364	1084	0.3938	0.776	0.3938	0.6275
0.1302	3.0420	1086	0.3855	0.776	0.3855	0.6209
0.1302	3.0476	1088	0.3800	0.776	0.3800	0.6165
0.1302	3.0532	1090	0.3964	0.776	0.3964	0.6296
0.1302	3.0588	1092	0.4542	0.7368	0.4542	0.6739
0.1302	3.0644	1094	0.5638	0.6957	0.5638	0.7509
0.1302	3.0700	1096	0.6273	0.6729	0.6273	0.7920
0.1302	3.0756	1098	0.6204	0.7540	0.6204	0.7877
0.1302	3.0812	1100	0.5794	0.7540	0.5794	0.7612
0.1302	3.0868	1102	0.5454	0.7682	0.5454	0.7385
0.1302	3.0924	1104	0.5929	0.7682	0.5929	0.7700
0.1302	3.0980	1106	0.6200	0.7645	0.6200	0.7874
0.1302	3.1036	1108	0.5759	0.7455	0.5759	0.7589
0.1302	3.1092	1110	0.5227	0.7279	0.5227	0.7230
0.1302	3.1148	1112	0.4989	0.7820	0.4989	0.7063
0.1302	3.1204	1114	0.4420	0.7482	0.4420	0.6648
0.1302	3.1261	1116	0.4005	0.7640	0.4005	0.6328
0.1302	3.1317	1118	0.3893	0.7640	0.3893	0.6239
0.1302	3.1373	1120	0.4049	0.7586	0.4049	0.6363
0.1302	3.1429	1122	0.4635	0.7529	0.4635	0.6808
0.1302	3.1485	1124	0.5168	0.6842	0.5168	0.7189
0.1302	3.1541	1126	0.5724	0.6715	0.5724	0.7566
0.1302	3.1597	1128	0.5801	0.7143	0.5801	0.7617
0.1302	3.1653	1130	0.5462	0.7143	0.5462	0.7391
0.1302	3.1709	1132	0.4883	0.7820	0.4883	0.6988
0.1302	3.1765	1134	0.5052	0.7074	0.5052	0.7108
0.1302	3.1821	1136	0.4948	0.72	0.4948	0.7034
0.1302	3.1877	1138	0.4427	0.7820	0.4427	0.6654
0.1302	3.1933	1140	0.4356	0.7820	0.4356	0.6600
0.1302	3.1989	1142	0.4258	0.7482	0.4258	0.6526
0.1302	3.2045	1144	0.4017	0.7482	0.4017	0.6338
0.1302	3.2101	1146	0.3913	0.776	0.3913	0.6255
0.1302	3.2157	1148	0.4342	0.7529	0.4342	0.6590
0.1302	3.2213	1150	0.4967	0.7778	0.4967	0.7048
0.1302	3.2269	1152	0.5672	0.6142	0.5672	0.7531
0.1302	3.2325	1154	0.5840	0.6142	0.5840	0.7642
0.1302	3.2381	1156	0.5315	0.7072	0.5315	0.7291
0.1302	3.2437	1158	0.4730	0.6842	0.4730	0.6877
0.1302	3.2493	1160	0.4650	0.6842	0.4650	0.6819
0.1302	3.2549	1162	0.4509	0.6842	0.4509	0.6715
0.1302	3.2605	1164	0.4287	0.7941	0.4287	0.6547
0.1302	3.2661	1166	0.4273	0.7941	0.4273	0.6537
0.1302	3.2717	1168	0.4369	0.7279	0.4369	0.6610
0.1302	3.2773	1170	0.4711	0.7220	0.4711	0.6864
0.1302	3.2829	1172	0.5741	0.7083	0.5741	0.7577
0.1302	3.2885	1174	0.6604	0.6738	0.6604	0.8126
0.1302	3.2941	1176	0.7545	0.5854	0.7545	0.8686
0.1302	3.2997	1178	0.7483	0.5854	0.7483	0.8650
0.1302	3.3053	1180	0.6567	0.6738	0.6567	0.8104
0.1302	3.3109	1182	0.5355	0.6525	0.5355	0.7318
0.1302	3.3165	1184	0.4430	0.7220	0.4430	0.6656
0.1302	3.3221	1186	0.4009	0.7529	0.4009	0.6332
0.1302	3.3277	1188	0.4045	0.6842	0.4045	0.6360
0.1302	3.3333	1190	0.4603	0.7619	0.4603	0.6785
0.1302	3.3389	1192	0.4770	0.7619	0.4770	0.6906
0.1302	3.3445	1194	0.5133	0.7619	0.5133	0.7165
0.1302	3.3501	1196	0.5634	0.7475	0.5634	0.7506
0.1302	3.3557	1198	0.6767	0.6957	0.6767	0.8226
0.1302	3.3613	1200	0.8802	0.5449	0.8802	0.9382
0.1302	3.3669	1202	0.9850	0.5260	0.9850	0.9924
0.1302	3.3725	1204	0.8756	0.5638	0.8756	0.9357
0.1302	3.3782	1206	0.5834	0.6642	0.5834	0.7638
0.1302	3.3838	1208	0.4201	0.7059	0.4201	0.6482
0.1302	3.3894	1210	0.3761	0.7131	0.3761	0.6132
0.1302	3.3950	1212	0.3722	0.7296	0.3722	0.6101
0.1302	3.4006	1214	0.3765	0.6759	0.3765	0.6136
0.1302	3.4062	1216	0.3816	0.6759	0.3816	0.6177
0.1302	3.4118	1218	0.3897	0.6759	0.3897	0.6243
0.1302	3.4174	1220	0.3976	0.6759	0.3976	0.6306
0.1302	3.4230	1222	0.4183	0.7529	0.4183	0.6468
0.1302	3.4286	1224	0.4736	0.7941	0.4736	0.6882
0.1302	3.4342	1226	0.5489	0.7138	0.5489	0.7409
0.1302	3.4398	1228	0.5522	0.7138	0.5522	0.7431
0.1302	3.4454	1230	0.4819	0.7941	0.4819	0.6942
0.1302	3.4510	1232	0.4534	0.7820	0.4534	0.6733
0.1302	3.4566	1234	0.4596	0.7317	0.4596	0.6779
0.1302	3.4622	1236	0.4958	0.7317	0.4958	0.7041
0.1302	3.4678	1238	0.5183	0.7372	0.5183	0.7199
0.1302	3.4734	1240	0.4895	0.7586	0.4895	0.6997
0.1302	3.4790	1242	0.4426	0.7317	0.4426	0.6653
0.1302	3.4846	1244	0.4346	0.7820	0.4346	0.6593
0.1302	3.4902	1246	0.4995	0.7941	0.4995	0.7068
0.1302	3.4958	1248	0.5781	0.7368	0.5781	0.7603
0.1302	3.5014	1250	0.5731	0.7368	0.5731	0.7570
0.1302	3.5070	1252	0.5179	0.7368	0.5179	0.7196
0.1302	3.5126	1254	0.4535	0.7941	0.4535	0.6734
0.1302	3.5182	1256	0.4231	0.7941	0.4231	0.6505
0.1302	3.5238	1258	0.4099	0.7941	0.4099	0.6402
0.1302	3.5294	1260	0.4062	0.7941	0.4062	0.6374
0.1302	3.5350	1262	0.4185	0.7941	0.4185	0.6469
0.1302	3.5406	1264	0.4898	0.85	0.4898	0.6999
0.1302	3.5462	1266	0.5647	0.7425	0.5647	0.7514
0.1302	3.5518	1268	0.5830	0.7425	0.5830	0.7635
0.1302	3.5574	1270	0.5937	0.7021	0.5937	0.7705
0.1302	3.5630	1272	0.5438	0.6566	0.5438	0.7374
0.1302	3.5686	1274	0.4908	0.7244	0.4908	0.7006
0.1302	3.5742	1276	0.4354	0.8137	0.4354	0.6599
0.1302	3.5798	1278	0.4127	0.7529	0.4127	0.6424
0.1302	3.5854	1280	0.4072	0.7529	0.4072	0.6381
0.1302	3.5910	1282	0.4327	0.8269	0.4327	0.6578
0.1302	3.5966	1284	0.4606	0.8133	0.4606	0.6786
0.1302	3.6022	1286	0.4702	0.8133	0.4702	0.6857
0.1302	3.6078	1288	0.4944	0.8133	0.4944	0.7031
0.1302	3.6134	1290	0.5434	0.7524	0.5434	0.7371
0.1302	3.6190	1292	0.6077	0.7331	0.6077	0.7796
0.1302	3.6246	1294	0.6067	0.6975	0.6067	0.7789
0.1302	3.6303	1296	0.5410	0.7220	0.5410	0.7355
0.1302	3.6359	1298	0.4544	0.7426	0.4544	0.6741
0.1302	3.6415	1300	0.3984	0.6818	0.3984	0.6312
0.1302	3.6471	1302	0.3814	0.7407	0.3814	0.6175
0.1302	3.6527	1304	0.3745	0.7407	0.3745	0.6120
0.1302	3.6583	1306	0.3650	0.7034	0.3650	0.6041
0.1302	3.6639	1308	0.3684	0.7296	0.3684	0.6070
0.1302	3.6695	1310	0.4211	0.7319	0.4211	0.6489
0.1302	3.6751	1312	0.5305	0.7407	0.5305	0.7283
0.1302	3.6807	1314	0.6074	0.5725	0.6074	0.7793
0.1302	3.6863	1316	0.6195	0.5641	0.6195	0.7871
0.1302	3.6919	1318	0.5645	0.7162	0.5645	0.7513
0.1302	3.6975	1320	0.4983	0.7619	0.4983	0.7059
0.1302	3.7031	1322	0.4560	0.7820	0.4560	0.6753
0.1302	3.7087	1324	0.4455	0.7820	0.4455	0.6675
0.1302	3.7143	1326	0.4403	0.7820	0.4403	0.6635
0.1302	3.7199	1328	0.4392	0.7820	0.4392	0.6627
0.1302	3.7255	1330	0.4640	0.7941	0.4640	0.6812
0.1302	3.7311	1332	0.5240	0.6769	0.5240	0.7239
0.1302	3.7367	1334	0.5732	0.5641	0.5732	0.7571
0.1302	3.7423	1336	0.5645	0.5817	0.5645	0.7513
0.1302	3.7479	1338	0.5134	0.5817	0.5134	0.7165
0.1302	3.7535	1340	0.4547	0.7059	0.4547	0.6743
0.1302	3.7591	1342	0.4188	0.6608	0.4188	0.6472
0.1302	3.7647	1344	0.4036	0.6608	0.4036	0.6353
0.1302	3.7703	1346	0.3936	0.6608	0.3936	0.6273
0.1302	3.7759	1348	0.3978	0.6608	0.3978	0.6307
0.1302	3.7815	1350	0.4181	0.7059	0.4181	0.6466
0.1302	3.7871	1352	0.4719	0.7724	0.4719	0.6869
0.1302	3.7927	1354	0.5347	0.7021	0.5347	0.7312
0.1302	3.7983	1356	0.6004	0.6138	0.6004	0.7749
0.1302	3.8039	1358	0.6257	0.6138	0.6257	0.7910
0.1302	3.8095	1360	0.5856	0.6416	0.5856	0.7652
0.1302	3.8151	1362	0.5243	0.6957	0.5243	0.7241
0.1302	3.8207	1364	0.4809	0.7354	0.4809	0.6935
0.1302	3.8263	1366	0.4634	0.75	0.4634	0.6807
0.1302	3.8319	1368	0.4365	0.75	0.4365	0.6607
0.1302	3.8375	1370	0.4231	0.75	0.4231	0.6504
0.1302	3.8431	1372	0.4283	0.7726	0.4283	0.6544
0.1302	3.8487	1374	0.4637	0.6693	0.4637	0.6810
0.1302	3.8543	1376	0.4966	0.6693	0.4966	0.7047
0.1302	3.8599	1378	0.5226	0.6693	0.5226	0.7229
0.1302	3.8655	1380	0.5065	0.6693	0.5065	0.7117
0.1302	3.8711	1382	0.4515	0.7724	0.4515	0.6719
0.1302	3.8768	1384	0.4082	0.7941	0.4082	0.6389
0.1302	3.8824	1386	0.3982	0.7941	0.3982	0.6310
0.1302	3.8880	1388	0.4058	0.7941	0.4058	0.6370
0.1302	3.8936	1390	0.4253	0.7941	0.4253	0.6522
0.1302	3.8992	1392	0.4651	0.7820	0.4651	0.6820
0.1302	3.9048	1394	0.5089	0.8133	0.5089	0.7134
0.1302	3.9104	1396	0.5033	0.7820	0.5033	0.7094
0.1302	3.9160	1398	0.4877	0.7820	0.4877	0.6983
0.1302	3.9216	1400	0.4666	0.7820	0.4666	0.6831
0.1302	3.9272	1402	0.4355	0.7482	0.4355	0.6599
0.1302	3.9328	1404	0.4144	0.7640	0.4144	0.6438
0.1302	3.9384	1406	0.4094	0.7640	0.4094	0.6398
0.1302	3.9440	1408	0.4103	0.7640	0.4103	0.6406
0.1302	3.9496	1410	0.4179	0.7482	0.4179	0.6464
0.1302	3.9552	1412	0.4289	0.7482	0.4289	0.6549
0.1302	3.9608	1414	0.4371	0.7482	0.4371	0.6612
0.1302	3.9664	1416	0.4553	0.7820	0.4553	0.6748
0.1302	3.9720	1418	0.4651	0.7820	0.4651	0.6820
0.1302	3.9776	1420	0.4698	0.7820	0.4698	0.6854
0.1302	3.9832	1422	0.4664	0.7426	0.4664	0.6829
0.1302	3.9888	1424	0.4532	0.7426	0.4532	0.6732
0.1302	3.9944	1426	0.4284	0.7426	0.4284	0.6545
0.1302	4.0	1428	0.4295	0.72	0.4295	0.6554
0.1302	4.0056	1430	0.4380	0.7820	0.4380	0.6619
0.1302	4.0112	1432	0.4477	0.7820	0.4477	0.6691
0.1302	4.0168	1434	0.4767	0.7820	0.4767	0.6904
0.1302	4.0224	1436	0.4994	0.7820	0.4994	0.7067
0.1302	4.0280	1438	0.4987	0.7820	0.4987	0.7062
0.1302	4.0336	1440	0.5200	0.6465	0.5200	0.7211
0.1302	4.0392	1442	0.5365	0.6465	0.5365	0.7324
0.1302	4.0448	1444	0.5140	0.7820	0.5140	0.7169
0.1302	4.0504	1446	0.4916	0.7820	0.4916	0.7012
0.1302	4.0560	1448	0.4621	0.7820	0.4621	0.6797
0.1302	4.0616	1450	0.4537	0.7820	0.4537	0.6736
0.1302	4.0672	1452	0.4767	0.7820	0.4767	0.6904
0.1302	4.0728	1454	0.5380	0.72	0.5380	0.7335
0.1302	4.0784	1456	0.6101	0.6708	0.6101	0.7811
0.1302	4.0840	1458	0.6383	0.6606	0.6383	0.7990
0.1302	4.0896	1460	0.6311	0.7391	0.6311	0.7944
0.1302	4.0952	1462	0.6221	0.7391	0.6221	0.7887
0.1302	4.1008	1464	0.5934	0.7391	0.5934	0.7703
0.1302	4.1064	1466	0.5742	0.7074	0.5742	0.7578
0.1302	4.1120	1468	0.5607	0.7074	0.5607	0.7488
0.1302	4.1176	1470	0.5694	0.7074	0.5694	0.7546
0.1302	4.1232	1472	0.5852	0.7074	0.5852	0.7650
0.1302	4.1289	1474	0.6027	0.7074	0.6027	0.7763
0.1302	4.1345	1476	0.6352	0.7391	0.6352	0.7970
0.1302	4.1401	1478	0.6205	0.7391	0.6205	0.7877
0.1302	4.1457	1480	0.5886	0.7074	0.5886	0.7672
0.1302	4.1513	1482	0.5337	0.72	0.5337	0.7306
0.1302	4.1569	1484	0.5131	0.72	0.5131	0.7163
0.1302	4.1625	1486	0.4883	0.7820	0.4883	0.6988
0.1302	4.1681	1488	0.4757	0.7820	0.4757	0.6897
0.1302	4.1737	1490	0.4946	0.72	0.4946	0.7033
0.1302	4.1793	1492	0.4879	0.72	0.4879	0.6985
0.1302	4.1849	1494	0.4752	0.7820	0.4752	0.6893
0.1302	4.1905	1496	0.4466	0.7482	0.4466	0.6683
0.1302	4.1961	1498	0.4323	0.7482	0.4323	0.6575
0.0908	4.2017	1500	0.4234	0.7482	0.4234	0.6507
0.0908	4.2073	1502	0.4176	0.7640	0.4176	0.6462
0.0908	4.2129	1504	0.4266	0.7482	0.4266	0.6531
0.0908	4.2185	1506	0.4453	0.7482	0.4453	0.6673
0.0908	4.2241	1508	0.4453	0.7820	0.4453	0.6673
0.0908	4.2297	1510	0.4345	0.7820	0.4345	0.6592
0.0908	4.2353	1512	0.4258	0.7586	0.4258	0.6525
0.0908	4.2409	1514	0.3999	0.7586	0.3999	0.6324
0.0908	4.2465	1516	0.3905	0.7586	0.3905	0.6249
0.0908	4.2521	1518	0.3815	0.7586	0.3815	0.6176
0.0908	4.2577	1520	0.3778	0.7586	0.3778	0.6147
0.0908	4.2633	1522	0.3786	0.7586	0.3786	0.6153
0.0908	4.2689	1524	0.3985	0.7287	0.3985	0.6313
0.0908	4.2745	1526	0.4459	0.7895	0.4459	0.6678
0.0908	4.2801	1528	0.4877	0.7895	0.4877	0.6984
0.0908	4.2857	1530	0.5049	0.7895	0.5049	0.7106
0.0908	4.2913	1532	0.4784	0.7895	0.4784	0.6917
0.0908	4.2969	1534	0.4269	0.7222	0.4269	0.6533
0.0908	4.3025	1536	0.3906	0.7287	0.3906	0.6250
0.0908	4.3081	1538	0.3763	0.7482	0.3763	0.6134
0.0908	4.3137	1540	0.3850	0.7482	0.3850	0.6204
0.0908	4.3193	1542	0.4152	0.7820	0.4152	0.6443
0.0908	4.3249	1544	0.4675	0.7138	0.4675	0.6837
0.0908	4.3305	1546	0.5407	0.6934	0.5407	0.7353
0.0908	4.3361	1548	0.5934	0.7021	0.5934	0.7703
0.0908	4.3417	1550	0.5565	0.6566	0.5565	0.7460
0.0908	4.3473	1552	0.4829	0.7154	0.4829	0.6949
0.0908	4.3529	1554	0.4221	0.6723	0.4221	0.6497
0.0908	4.3585	1556	0.3811	0.6608	0.3811	0.6173
0.0908	4.3641	1558	0.3658	0.7586	0.3658	0.6048
0.0908	4.3697	1560	0.3633	0.7586	0.3633	0.6027
0.0908	4.3754	1562	0.3693	0.7586	0.3693	0.6077
0.0908	4.3810	1564	0.3924	0.7658	0.3924	0.6264
0.0908	4.3866	1566	0.4308	0.7895	0.4308	0.6564
0.0908	4.3922	1568	0.4587	0.7846	0.4587	0.6773
0.0908	4.3978	1570	0.5019	0.7569	0.5019	0.7085
0.0908	4.4034	1572	0.5152	0.7425	0.5152	0.7178
0.0908	4.4090	1574	0.4857	0.7569	0.4857	0.6969
0.0908	4.4146	1576	0.4651	0.8231	0.4651	0.6820
0.0908	4.4202	1578	0.4317	0.7895	0.4317	0.6570
0.0908	4.4258	1580	0.4279	0.7658	0.4279	0.6541
0.0908	4.4314	1582	0.4633	0.8231	0.4633	0.6807
0.0908	4.4370	1584	0.4896	0.6693	0.4896	0.6997
0.0908	4.4426	1586	0.4722	0.7407	0.4722	0.6872
0.0908	4.4482	1588	0.4591	0.6983	0.4591	0.6776
0.0908	4.4538	1590	0.4299	0.6723	0.4299	0.6556
0.0908	4.4594	1592	0.4073	0.7222	0.4073	0.6382
0.0908	4.4650	1594	0.4072	0.7658	0.4072	0.6381
0.0908	4.4706	1596	0.4301	0.7658	0.4301	0.6558
0.0908	4.4762	1598	0.4891	0.6983	0.4891	0.6994
0.0908	4.4818	1600	0.5930	0.6449	0.5930	0.7701
0.0908	4.4874	1602	0.6730	0.6449	0.6730	0.8204
0.0908	4.4930	1604	0.6908	0.6449	0.6908	0.8312
0.0908	4.4986	1606	0.7022	0.6449	0.7022	0.8380
0.0908	4.5042	1608	0.6782	0.6449	0.6782	0.8235
0.0908	4.5098	1610	0.5855	0.6566	0.5855	0.7652
0.0908	4.5154	1612	0.4863	0.7407	0.4863	0.6973
0.0908	4.5210	1614	0.3993	0.7222	0.3993	0.6319
0.0908	4.5266	1616	0.3716	0.7222	0.3716	0.6096
0.0908	4.5322	1618	0.3659	0.7222	0.3659	0.6049
0.0908	4.5378	1620	0.3776	0.6723	0.3776	0.6145
0.0908	4.5434	1622	0.4179	0.6983	0.4179	0.6465
0.0908	4.5490	1624	0.4775	0.6983	0.4775	0.6910
0.0908	4.5546	1626	0.4956	0.7407	0.4956	0.7040
0.0908	4.5602	1628	0.5050	0.7407	0.5050	0.7106
0.0908	4.5658	1630	0.4874	0.6983	0.4874	0.6982
0.0908	4.5714	1632	0.4573	0.7470	0.4573	0.6763
0.0908	4.5770	1634	0.4252	0.7470	0.4252	0.6520
0.0908	4.5826	1636	0.3923	0.7658	0.3923	0.6264
0.0908	4.5882	1638	0.3828	0.7586	0.3828	0.6187
0.0908	4.5938	1640	0.3896	0.7586	0.3896	0.6242
0.0908	4.5994	1642	0.4056	0.7658	0.4056	0.6369
0.0908	4.6050	1644	0.4176	0.7658	0.4176	0.6463
0.0908	4.6106	1646	0.4229	0.7222	0.4229	0.6503
0.0908	4.6162	1648	0.4472	0.7222	0.4472	0.6687
0.0908	4.6218	1650	0.4747	0.7222	0.4747	0.6890
0.0908	4.6275	1652	0.5188	0.6540	0.5188	0.7203
0.0908	4.6331	1654	0.5505	0.6693	0.5505	0.7419
0.0908	4.6387	1656	0.5441	0.6693	0.5441	0.7377
0.0908	4.6443	1658	0.5123	0.6723	0.5123	0.7157
0.0908	4.6499	1660	0.4812	0.6723	0.4812	0.6937
0.0908	4.6555	1662	0.4488	0.6723	0.4488	0.6699
0.0908	4.6611	1664	0.4341	0.7529	0.4341	0.6589
0.0908	4.6667	1666	0.4387	0.7529	0.4387	0.6623
0.0908	4.6723	1668	0.4282	0.7529	0.4282	0.6544
0.0908	4.6779	1670	0.4280	0.7529	0.4280	0.6543
0.0908	4.6835	1672	0.4303	0.7529	0.4303	0.6560
0.0908	4.6891	1674	0.4147	0.7941	0.4147	0.6440
0.0908	4.6947	1676	0.3981	0.7941	0.3981	0.6310
0.0908	4.7003	1678	0.4001	0.7941	0.4001	0.6326
0.0908	4.7059	1680	0.3951	0.7941	0.3951	0.6286
0.0908	4.7115	1682	0.3921	0.7586	0.3921	0.6262
0.0908	4.7171	1684	0.3904	0.7586	0.3904	0.6248
0.0908	4.7227	1686	0.3974	0.7586	0.3974	0.6304
0.0908	4.7283	1688	0.4305	0.7941	0.4305	0.6562
0.0908	4.7339	1690	0.4939	0.7529	0.4939	0.7028
0.0908	4.7395	1692	0.5749	0.6566	0.5749	0.7582
0.0908	4.7451	1694	0.6426	0.6566	0.6426	0.8016
0.0908	4.7507	1696	0.6507	0.6566	0.6507	0.8067
0.0908	4.7563	1698	0.5871	0.7407	0.5871	0.7662
0.0908	4.7619	1700	0.4953	0.6983	0.4953	0.7037
0.0908	4.7675	1702	0.4122	0.7059	0.4122	0.6420
0.0908	4.7731	1704	0.3882	0.6608	0.3882	0.6230
0.0908	4.7787	1706	0.3828	0.6608	0.3828	0.6187
0.0908	4.7843	1708	0.3900	0.6608	0.3900	0.6245
0.0908	4.7899	1710	0.3959	0.6608	0.3959	0.6292
0.0908	4.7955	1712	0.4043	0.7059	0.4043	0.6358
0.0908	4.8011	1714	0.4207	0.7059	0.4207	0.6486
0.0908	4.8067	1716	0.4269	0.7059	0.4269	0.6534
0.0908	4.8123	1718	0.4346	0.7529	0.4346	0.6592
0.0908	4.8179	1720	0.4313	0.7941	0.4313	0.6567
0.0908	4.8235	1722	0.4339	0.7941	0.4339	0.6587
0.0908	4.8291	1724	0.4184	0.7941	0.4184	0.6468
0.0908	4.8347	1726	0.4163	0.7941	0.4163	0.6452
0.0908	4.8403	1728	0.4123	0.7941	0.4123	0.6421
0.0908	4.8459	1730	0.4152	0.7941	0.4152	0.6444
0.0908	4.8515	1732	0.4114	0.7820	0.4114	0.6414
0.0908	4.8571	1734	0.4357	0.7820	0.4357	0.6600
0.0908	4.8627	1736	0.4795	0.72	0.4795	0.6925
0.0908	4.8683	1738	0.5015	0.72	0.5015	0.7082
0.0908	4.8739	1740	0.5121	0.72	0.5121	0.7156
0.0908	4.8796	1742	0.5106	0.72	0.5106	0.7145
0.0908	4.8852	1744	0.5073	0.72	0.5073	0.7122
0.0908	4.8908	1746	0.5123	0.72	0.5123	0.7157
0.0908	4.8964	1748	0.5050	0.72	0.5050	0.7106
0.0908	4.9020	1750	0.4928	0.7820	0.4928	0.7020
0.0908	4.9076	1752	0.4954	0.7820	0.4954	0.7039
0.0908	4.9132	1754	0.4977	0.7820	0.4977	0.7055
0.0908	4.9188	1756	0.4986	0.7941	0.4986	0.7061
0.0908	4.9244	1758	0.4803	0.7941	0.4803	0.6930
0.0908	4.9300	1760	0.4652	0.7941	0.4652	0.6821
0.0908	4.9356	1762	0.4533	0.7941	0.4533	0.6733
0.0908	4.9412	1764	0.4596	0.7941	0.4596	0.6779
0.0908	4.9468	1766	0.4653	0.7941	0.4653	0.6821
0.0908	4.9524	1768	0.4718	0.7820	0.4718	0.6868
0.0908	4.9580	1770	0.4662	0.7820	0.4662	0.6828
0.0908	4.9636	1772	0.4698	0.7820	0.4698	0.6854
0.0908	4.9692	1774	0.4894	0.7820	0.4894	0.6996
0.0908	4.9748	1776	0.5043	0.7820	0.5043	0.7102
0.0908	4.9804	1778	0.5131	0.7820	0.5131	0.7163
0.0908	4.9860	1780	0.4868	0.7820	0.4868	0.6977
0.0908	4.9916	1782	0.4531	0.7820	0.4531	0.6731
0.0908	4.9972	1784	0.4391	0.7820	0.4391	0.6627
0.0908	5.0028	1786	0.4150	0.7820	0.4150	0.6442
0.0908	5.0084	1788	0.3862	0.7482	0.3862	0.6215
0.0908	5.0140	1790	0.3739	0.72	0.3739	0.6115
0.0908	5.0196	1792	0.3733	0.72	0.3733	0.6110
0.0908	5.0252	1794	0.3725	0.72	0.3725	0.6103
0.0908	5.0308	1796	0.3690	0.72	0.3690	0.6075
0.0908	5.0364	1798	0.3712	0.72	0.3712	0.6092
0.0908	5.0420	1800	0.3815	0.7050	0.3815	0.6177
0.0908	5.0476	1802	0.3844	0.7820	0.3844	0.6200
0.0908	5.0532	1804	0.3916	0.7820	0.3916	0.6258
0.0908	5.0588	1806	0.4002	0.7820	0.4002	0.6326
0.0908	5.0644	1808	0.3963	0.7820	0.3963	0.6295
0.0908	5.0700	1810	0.4072	0.7820	0.4072	0.6382
0.0908	5.0756	1812	0.4108	0.7820	0.4108	0.6409
0.0908	5.0812	1814	0.3996	0.7603	0.3996	0.6322
0.0908	5.0868	1816	0.3882	0.7820	0.3882	0.6231
0.0908	5.0924	1818	0.3833	0.7820	0.3833	0.6191
0.0908	5.0980	1820	0.3830	0.7820	0.3830	0.6189
0.0908	5.1036	1822	0.3975	0.7820	0.3975	0.6305
0.0908	5.1092	1824	0.4114	0.7529	0.4114	0.6414
0.0908	5.1148	1826	0.4354	0.7059	0.4354	0.6599
0.0908	5.1204	1828	0.4828	0.6983	0.4828	0.6948
0.0908	5.1261	1830	0.5193	0.7407	0.5193	0.7206
0.0908	5.1317	1832	0.5577	0.7407	0.5577	0.7468
0.0908	5.1373	1834	0.5378	0.7407	0.5378	0.7333
0.0908	5.1429	1836	0.4894	0.6983	0.4894	0.6995
0.0908	5.1485	1838	0.4498	0.6983	0.4498	0.6706
0.0908	5.1541	1840	0.4340	0.7059	0.4340	0.6588
0.0908	5.1597	1842	0.4299	0.7059	0.4299	0.6557
0.0908	5.1653	1844	0.4152	0.7059	0.4152	0.6444
0.0908	5.1709	1846	0.4335	0.7059	0.4335	0.6584
0.0908	5.1765	1848	0.4753	0.7895	0.4753	0.6894
0.0908	5.1821	1850	0.5395	0.7298	0.5395	0.7345
0.0908	5.1877	1852	0.6142	0.7021	0.6142	0.7837
0.0908	5.1933	1854	0.6415	0.6449	0.6415	0.8009
0.0908	5.1989	1856	0.6477	0.6449	0.6477	0.8048
0.0908	5.2045	1858	0.6355	0.6449	0.6355	0.7972
0.0908	5.2101	1860	0.6405	0.6449	0.6405	0.8003
0.0908	5.2157	1862	0.5891	0.6449	0.5891	0.7675
0.0908	5.2213	1864	0.5512	0.6566	0.5512	0.7424
0.0908	5.2269	1866	0.5264	0.6566	0.5264	0.7255
0.0908	5.2325	1868	0.5268	0.6693	0.5268	0.7258
0.0908	5.2381	1870	0.5304	0.6693	0.5304	0.7283
0.0908	5.2437	1872	0.5383	0.6693	0.5383	0.7337
0.0908	5.2493	1874	0.5380	0.6693	0.5380	0.7335
0.0908	5.2549	1876	0.5339	0.6693	0.5339	0.7307
0.0908	5.2605	1878	0.5500	0.6693	0.5500	0.7416
0.0908	5.2661	1880	0.5711	0.6693	0.5711	0.7557
0.0908	5.2717	1882	0.5715	0.6693	0.5715	0.7560
0.0908	5.2773	1884	0.5648	0.6693	0.5648	0.7515
0.0908	5.2829	1886	0.5685	0.6693	0.5685	0.7540
0.0908	5.2885	1888	0.5716	0.6693	0.5716	0.7560
0.0908	5.2941	1890	0.5898	0.7083	0.5898	0.7680
0.0908	5.2997	1892	0.5657	0.7083	0.5657	0.7521
0.0908	5.3053	1894	0.4993	0.7726	0.4993	0.7066
0.0908	5.3109	1896	0.4730	0.7368	0.4730	0.6877
0.0908	5.3165	1898	0.4402	0.7368	0.4402	0.6635
0.0908	5.3221	1900	0.4161	0.7287	0.4161	0.6451
0.0908	5.3277	1902	0.4004	0.7482	0.4004	0.6327
0.0908	5.3333	1904	0.3902	0.7640	0.3902	0.6246
0.0908	5.3389	1906	0.3797	0.7640	0.3797	0.6162
0.0908	5.3445	1908	0.3805	0.7640	0.3805	0.6168
0.0908	5.3501	1910	0.3867	0.7640	0.3867	0.6219
0.0908	5.3557	1912	0.3960	0.7482	0.3960	0.6293
0.0908	5.3613	1914	0.4063	0.7482	0.4063	0.6374
0.0908	5.3669	1916	0.4145	0.7482	0.4145	0.6438
0.0908	5.3725	1918	0.4295	0.7820	0.4295	0.6554
0.0908	5.3782	1920	0.4477	0.7820	0.4477	0.6691
0.0908	5.3838	1922	0.4638	0.7820	0.4638	0.6810
0.0908	5.3894	1924	0.4777	0.7820	0.4777	0.6912
0.0908	5.3950	1926	0.4728	0.7820	0.4728	0.6876
0.0908	5.4006	1928	0.4502	0.7820	0.4502	0.6710
0.0908	5.4062	1930	0.4371	0.7820	0.4371	0.6611
0.0908	5.4118	1932	0.4368	0.7820	0.4368	0.6609
0.0908	5.4174	1934	0.4415	0.7820	0.4415	0.6644
0.0908	5.4230	1936	0.4360	0.7820	0.4360	0.6603
0.0908	5.4286	1938	0.4330	0.7482	0.4330	0.6581
0.0908	5.4342	1940	0.4324	0.7482	0.4324	0.6576
0.0908	5.4398	1942	0.4354	0.7820	0.4354	0.6598
0.0908	5.4454	1944	0.4453	0.7426	0.4453	0.6673
0.0908	5.4510	1946	0.4512	0.7426	0.4512	0.6717
0.0908	5.4566	1948	0.4661	0.6980	0.4661	0.6827
0.0908	5.4622	1950	0.4898	0.7059	0.4898	0.6999
0.0908	5.4678	1952	0.5267	0.7059	0.5267	0.7257
0.0908	5.4734	1954	0.5386	0.7470	0.5386	0.7339
0.0908	5.4790	1956	0.5363	0.7470	0.5363	0.7323
0.0908	5.4846	1958	0.5282	0.7470	0.5282	0.7268
0.0908	5.4902	1960	0.5033	0.7059	0.5033	0.7095
0.0908	5.4958	1962	0.4750	0.7059	0.4750	0.6892
0.0908	5.5014	1964	0.4818	0.7059	0.4818	0.6942
0.0908	5.5070	1966	0.4914	0.7059	0.4914	0.7010
0.0908	5.5126	1968	0.5040	0.7470	0.5040	0.7099
0.0908	5.5182	1970	0.5137	0.7470	0.5137	0.7167
0.0908	5.5238	1972	0.5544	0.6769	0.5544	0.7446
0.0908	5.5294	1974	0.5870	0.6525	0.5870	0.7662
0.0908	5.5350	1976	0.6058	0.6449	0.6058	0.7783
0.0908	5.5406	1978	0.6012	0.6237	0.6012	0.7754
0.0908	5.5462	1980	0.5639	0.6525	0.5639	0.7509
0.0908	5.5518	1982	0.5152	0.6769	0.5152	0.7178
0.0908	5.5574	1984	0.4614	0.7470	0.4614	0.6793
0.0908	5.5630	1986	0.4166	0.7059	0.4166	0.6454
0.0908	5.5686	1988	0.4026	0.7059	0.4026	0.6345
0.0908	5.5742	1990	0.4006	0.7059	0.4006	0.6329
0.0908	5.5798	1992	0.4100	0.7059	0.4100	0.6403
0.0908	5.5854	1994	0.4387	0.7059	0.4387	0.6623
0.0908	5.5910	1996	0.4964	0.7470	0.4964	0.7046
0.0908	5.5966	1998	0.5880	0.6566	0.5880	0.7668
0.0669	5.6022	2000	0.6451	0.6449	0.6451	0.8032
0.0669	5.6078	2002	0.6484	0.6449	0.6484	0.8052
0.0669	5.6134	2004	0.5920	0.6566	0.5920	0.7694
0.0669	5.6190	2006	0.5207	0.7470	0.5207	0.7216
0.0669	5.6246	2008	0.4580	0.7059	0.4580	0.6767
0.0669	5.6303	2010	0.4326	0.6980	0.4326	0.6577
0.0669	5.6359	2012	0.4176	0.6557	0.4176	0.6462
0.0669	5.6415	2014	0.4138	0.7482	0.4138	0.6433
0.0669	5.6471	2016	0.4169	0.7482	0.4169	0.6457
0.0669	5.6527	2018	0.4241	0.7482	0.4241	0.6512
0.0669	5.6583	2020	0.4382	0.7482	0.4382	0.6620
0.0669	5.6639	2022	0.4577	0.7820	0.4577	0.6766
0.0669	5.6695	2024	0.4838	0.7426	0.4838	0.6956
0.0669	5.6751	2026	0.5059	0.6980	0.5059	0.7113
0.0669	5.6807	2028	0.5176	0.7059	0.5176	0.7195
0.0669	5.6863	2030	0.5251	0.7059	0.5251	0.7246
0.0669	5.6919	2032	0.5230	0.7059	0.5230	0.7232
0.0669	5.6975	2034	0.5035	0.6980	0.5035	0.7096
0.0669	5.7031	2036	0.4816	0.6980	0.4816	0.6940
0.0669	5.7087	2038	0.4686	0.7426	0.4686	0.6845
0.0669	5.7143	2040	0.4532	0.7050	0.4532	0.6732
0.0669	5.7199	2042	0.4489	0.7050	0.4489	0.6700
0.0669	5.7255	2044	0.4475	0.7050	0.4475	0.6690
0.0669	5.7311	2046	0.4540	0.7050	0.4540	0.6738
0.0669	5.7367	2048	0.4654	0.7059	0.4654	0.6822
0.0669	5.7423	2050	0.4801	0.7059	0.4801	0.6929
0.0669	5.7479	2052	0.4763	0.7059	0.4763	0.6901
0.0669	5.7535	2054	0.4808	0.7059	0.4808	0.6934
0.0669	5.7591	2056	0.4912	0.7059	0.4912	0.7009
0.0669	5.7647	2058	0.4910	0.7059	0.4910	0.7007
0.0669	5.7703	2060	0.5084	0.7059	0.5084	0.7130
0.0669	5.7759	2062	0.5185	0.7470	0.5185	0.7201
0.0669	5.7815	2064	0.5329	0.7470	0.5329	0.7300
0.0669	5.7871	2066	0.5325	0.7470	0.5325	0.7298
0.0669	5.7927	2068	0.5110	0.7059	0.5110	0.7148
0.0669	5.7983	2070	0.4812	0.7059	0.4812	0.6937
0.0669	5.8039	2072	0.4664	0.7059	0.4664	0.6829
0.0669	5.8095	2074	0.4674	0.7059	0.4674	0.6837
0.0669	5.8151	2076	0.4859	0.7059	0.4859	0.6970
0.0669	5.8207	2078	0.5268	0.6345	0.5268	0.7258
0.0669	5.8263	2080	0.5977	0.6459	0.5977	0.7731
0.0669	5.8319	2082	0.6435	0.6566	0.6435	0.8022
0.0669	5.8375	2084	0.6178	0.6566	0.6178	0.7860
0.0669	5.8431	2086	0.5613	0.6769	0.5613	0.7492
0.0669	5.8487	2088	0.4984	0.6345	0.4984	0.7059
0.0669	5.8543	2090	0.4647	0.7059	0.4647	0.6817
0.0669	5.8599	2092	0.4452	0.7059	0.4452	0.6672
0.0669	5.8655	2094	0.4461	0.7059	0.4461	0.6679
0.0669	5.8711	2096	0.4560	0.7059	0.4560	0.6753
0.0669	5.8768	2098	0.4747	0.7059	0.4747	0.6889
0.0669	5.8824	2100	0.5012	0.7059	0.5012	0.7079
0.0669	5.8880	2102	0.5315	0.6345	0.5315	0.7290
0.0669	5.8936	2104	0.5601	0.7004	0.5601	0.7484
0.0669	5.8992	2106	0.5642	0.6693	0.5642	0.7512
0.0669	5.9048	2108	0.5537	0.6693	0.5537	0.7441
0.0669	5.9104	2110	0.5223	0.7059	0.5223	0.7227
0.0669	5.9160	2112	0.4994	0.7059	0.4994	0.7067
0.0669	5.9216	2114	0.4698	0.7059	0.4698	0.6854
0.0669	5.9272	2116	0.4439	0.7059	0.4439	0.6662
0.0669	5.9328	2118	0.4315	0.6608	0.4315	0.6569
0.0669	5.9384	2120	0.4344	0.6608	0.4344	0.6591
0.0669	5.9440	2122	0.4430	0.7059	0.4430	0.6656
0.0669	5.9496	2124	0.4665	0.7059	0.4665	0.6830
0.0669	5.9552	2126	0.4951	0.7059	0.4951	0.7036
0.0669	5.9608	2128	0.5331	0.6769	0.5331	0.7302
0.0669	5.9664	2130	0.5604	0.6769	0.5604	0.7486
0.0669	5.9720	2132	0.5990	0.6642	0.5990	0.7739
0.0669	5.9776	2134	0.6080	0.6642	0.6080	0.7798
0.0669	5.9832	2136	0.5775	0.6769	0.5775	0.7600
0.0669	5.9888	2138	0.5287	0.6769	0.5287	0.7271
0.0669	5.9944	2140	0.4831	0.7059	0.4831	0.6950
0.0669	6.0	2142	0.4587	0.7059	0.4587	0.6772
0.0669	6.0056	2144	0.4535	0.7059	0.4535	0.6734
0.0669	6.0112	2146	0.4503	0.7059	0.4503	0.6710
0.0669	6.0168	2148	0.4446	0.7059	0.4446	0.6668
0.0669	6.0224	2150	0.4477	0.7059	0.4477	0.6691
0.0669	6.0280	2152	0.4560	0.7059	0.4560	0.6752
0.0669	6.0336	2154	0.4697	0.7059	0.4697	0.6853
0.0669	6.0392	2156	0.4791	0.7470	0.4791	0.6921
0.0669	6.0448	2158	0.4859	0.7470	0.4859	0.6971
0.0669	6.0504	2160	0.4728	0.7470	0.4728	0.6876
0.0669	6.0560	2162	0.4751	0.7470	0.4751	0.6892
0.0669	6.0616	2164	0.4810	0.7470	0.4810	0.6936
0.0669	6.0672	2166	0.4990	0.7470	0.4990	0.7064
0.0669	6.0728	2168	0.4997	0.6769	0.4997	0.7069
0.0669	6.0784	2170	0.4832	0.7470	0.4832	0.6951
0.0669	6.0840	2172	0.4674	0.7470	0.4674	0.6837
0.0669	6.0896	2174	0.4475	0.7059	0.4475	0.6690
0.0669	6.0952	2176	0.4404	0.7059	0.4404	0.6636
0.0669	6.1008	2178	0.4352	0.7059	0.4352	0.6597
0.0669	6.1064	2180	0.4357	0.7059	0.4357	0.6601
0.0669	6.1120	2182	0.4407	0.7059	0.4407	0.6638
0.0669	6.1176	2184	0.4467	0.7059	0.4467	0.6684
0.0669	6.1232	2186	0.4452	0.7059	0.4452	0.6672
0.0669	6.1289	2188	0.4401	0.7059	0.4401	0.6634
0.0669	6.1345	2190	0.4404	0.7059	0.4404	0.6637
0.0669	6.1401	2192	0.4395	0.7059	0.4395	0.6630
0.0669	6.1457	2194	0.4372	0.7059	0.4372	0.6612
0.0669	6.1513	2196	0.4386	0.7059	0.4386	0.6622
0.0669	6.1569	2198	0.4364	0.7059	0.4364	0.6606
0.0669	6.1625	2200	0.4405	0.7059	0.4405	0.6637
0.0669	6.1681	2202	0.4548	0.7059	0.4548	0.6744
0.0669	6.1737	2204	0.4619	0.7059	0.4619	0.6796
0.0669	6.1793	2206	0.4601	0.7059	0.4601	0.6783
0.0669	6.1849	2208	0.4600	0.7059	0.4600	0.6782
0.0669	6.1905	2210	0.4614	0.7059	0.4614	0.6792
0.0669	6.1961	2212	0.4531	0.7059	0.4531	0.6731
0.0669	6.2017	2214	0.4406	0.7059	0.4406	0.6638
0.0669	6.2073	2216	0.4274	0.6608	0.4274	0.6537
0.0669	6.2129	2218	0.4159	0.6608	0.4159	0.6449
0.0669	6.2185	2220	0.4109	0.7482	0.4109	0.6410
0.0669	6.2241	2222	0.4093	0.7482	0.4093	0.6398
0.0669	6.2297	2224	0.4163	0.7482	0.4163	0.6453
0.0669	6.2353	2226	0.4336	0.7482	0.4336	0.6585
0.0669	6.2409	2228	0.4499	0.7820	0.4499	0.6708
0.0669	6.2465	2230	0.4696	0.7820	0.4696	0.6853
0.0669	6.2521	2232	0.4831	0.7820	0.4831	0.6950
0.0669	6.2577	2234	0.4904	0.7820	0.4904	0.7003
0.0669	6.2633	2236	0.4877	0.7529	0.4877	0.6983
0.0669	6.2689	2238	0.4819	0.7529	0.4819	0.6942
0.0669	6.2745	2240	0.4628	0.7059	0.4628	0.6803
0.0669	6.2801	2242	0.4615	0.7059	0.4615	0.6793
0.0669	6.2857	2244	0.4691	0.7059	0.4691	0.6849
0.0669	6.2913	2246	0.4865	0.7319	0.4865	0.6975
0.0669	6.2969	2248	0.5012	0.7319	0.5012	0.7079
0.0669	6.3025	2250	0.4909	0.7319	0.4909	0.7007
0.0669	6.3081	2252	0.4971	0.7319	0.4971	0.7050
0.0669	6.3137	2254	0.5016	0.7319	0.5016	0.7083
0.0669	6.3193	2256	0.5114	0.7319	0.5114	0.7151
0.0669	6.3249	2258	0.5086	0.7319	0.5086	0.7131
0.0669	6.3305	2260	0.4969	0.7319	0.4969	0.7049
0.0669	6.3361	2262	0.4870	0.7319	0.4870	0.6979
0.0669	6.3417	2264	0.4833	0.7319	0.4833	0.6952
0.0669	6.3473	2266	0.4703	0.7059	0.4703	0.6858
0.0669	6.3529	2268	0.4686	0.7059	0.4686	0.6846
0.0669	6.3585	2270	0.4581	0.7059	0.4581	0.6769
0.0669	6.3641	2272	0.4456	0.7059	0.4456	0.6675
0.0669	6.3697	2274	0.4400	0.7059	0.4400	0.6633
0.0669	6.3754	2276	0.4394	0.7059	0.4394	0.6629
0.0669	6.3810	2278	0.4417	0.7059	0.4417	0.6646
0.0669	6.3866	2280	0.4403	0.7059	0.4403	0.6635
0.0669	6.3922	2282	0.4410	0.7059	0.4410	0.6641
0.0669	6.3978	2284	0.4477	0.7319	0.4477	0.6691
0.0669	6.4034	2286	0.4614	0.7319	0.4614	0.6792
0.0669	6.4090	2288	0.4757	0.7319	0.4757	0.6897
0.0669	6.4146	2290	0.4920	0.7319	0.4920	0.7015
0.0669	6.4202	2292	0.5091	0.7724	0.5091	0.7135
0.0669	6.4258	2294	0.5176	0.7724	0.5176	0.7194
0.0669	6.4314	2296	0.5190	0.7724	0.5190	0.7204
0.0669	6.4370	2298	0.5280	0.7724	0.5280	0.7266
0.0669	6.4426	2300	0.5387	0.7724	0.5387	0.7340
0.0669	6.4482	2302	0.5312	0.7724	0.5312	0.7289
0.0669	6.4538	2304	0.5304	0.7724	0.5304	0.7283
0.0669	6.4594	2306	0.5202	0.7724	0.5202	0.7212
0.0669	6.4650	2308	0.4888	0.7724	0.4888	0.6992
0.0669	6.4706	2310	0.4569	0.7319	0.4569	0.6759
0.0669	6.4762	2312	0.4268	0.7059	0.4268	0.6533
0.0669	6.4818	2314	0.4041	0.6608	0.4041	0.6357
0.0669	6.4874	2316	0.3955	0.6608	0.3955	0.6289
0.0669	6.4930	2318	0.3962	0.6608	0.3962	0.6294
0.0669	6.4986	2320	0.4048	0.7059	0.4048	0.6362
0.0669	6.5042	2322	0.4263	0.7059	0.4263	0.6529
0.0669	6.5098	2324	0.4537	0.7319	0.4537	0.6736
0.0669	6.5154	2326	0.4838	0.7319	0.4838	0.6956
0.0669	6.5210	2328	0.5195	0.7724	0.5195	0.7208
0.0669	6.5266	2330	0.5462	0.7407	0.5462	0.7391
0.0669	6.5322	2332	0.5421	0.7407	0.5421	0.7363
0.0669	6.5378	2334	0.5372	0.7724	0.5372	0.7329
0.0669	6.5434	2336	0.5176	0.7724	0.5176	0.7194
0.0669	6.5490	2338	0.5004	0.7724	0.5004	0.7074
0.0669	6.5546	2340	0.4812	0.7319	0.4812	0.6937
0.0669	6.5602	2342	0.4692	0.7319	0.4692	0.6850
0.0669	6.5658	2344	0.4540	0.7319	0.4540	0.6738
0.0669	6.5714	2346	0.4404	0.7059	0.4404	0.6636
0.0669	6.5770	2348	0.4335	0.7059	0.4335	0.6584
0.0669	6.5826	2350	0.4360	0.7059	0.4360	0.6603
0.0669	6.5882	2352	0.4486	0.7059	0.4486	0.6698
0.0669	6.5938	2354	0.4706	0.7059	0.4706	0.6860
0.0669	6.5994	2356	0.4717	0.7059	0.4717	0.6868
0.0669	6.6050	2358	0.4673	0.7059	0.4673	0.6836
0.0669	6.6106	2360	0.4629	0.6980	0.4629	0.6803
0.0669	6.6162	2362	0.4665	0.6980	0.4665	0.6830
0.0669	6.6218	2364	0.4609	0.6980	0.4609	0.6789
0.0669	6.6275	2366	0.4587	0.6980	0.4587	0.6773
0.0669	6.6331	2368	0.4557	0.6980	0.4557	0.6750
0.0669	6.6387	2370	0.4523	0.6557	0.4523	0.6726
0.0669	6.6443	2372	0.4519	0.6608	0.4519	0.6722
0.0669	6.6499	2374	0.4435	0.6557	0.4435	0.6660
0.0669	6.6555	2376	0.4419	0.6557	0.4419	0.6648
0.0669	6.6611	2378	0.4555	0.6557	0.4555	0.6749
0.0669	6.6667	2380	0.4759	0.7050	0.4759	0.6898
0.0669	6.6723	2382	0.4899	0.7426	0.4899	0.6999
0.0669	6.6779	2384	0.5028	0.7426	0.5028	0.7091
0.0669	6.6835	2386	0.5055	0.7820	0.5055	0.7110
0.0669	6.6891	2388	0.4981	0.7820	0.4981	0.7058
0.0669	6.6947	2390	0.4958	0.7820	0.4958	0.7041
0.0669	6.7003	2392	0.4757	0.7482	0.4757	0.6897
0.0669	6.7059	2394	0.4624	0.7260	0.4624	0.6800
0.0669	6.7115	2396	0.4668	0.7260	0.4668	0.6832
0.0669	6.7171	2398	0.4694	0.7482	0.4694	0.6852
0.0669	6.7227	2400	0.4785	0.7482	0.4785	0.6918
0.0669	6.7283	2402	0.4958	0.7426	0.4958	0.7041
0.0669	6.7339	2404	0.5040	0.7426	0.5040	0.7099
0.0669	6.7395	2406	0.4987	0.7426	0.4987	0.7062
0.0669	6.7451	2408	0.4989	0.7426	0.4989	0.7064
0.0669	6.7507	2410	0.4879	0.7426	0.4879	0.6985
0.0669	6.7563	2412	0.4807	0.6980	0.4807	0.6933
0.0669	6.7619	2414	0.4770	0.6980	0.4770	0.6906
0.0669	6.7675	2416	0.4769	0.6980	0.4769	0.6906
0.0669	6.7731	2418	0.4676	0.6980	0.4676	0.6838
0.0669	6.7787	2420	0.4705	0.7059	0.4705	0.6860
0.0669	6.7843	2422	0.4788	0.7059	0.4788	0.6919
0.0669	6.7899	2424	0.4903	0.7319	0.4903	0.7002
0.0669	6.7955	2426	0.4877	0.7319	0.4877	0.6984
0.0669	6.8011	2428	0.4854	0.7319	0.4854	0.6967
0.0669	6.8067	2430	0.4887	0.7319	0.4887	0.6991
0.0669	6.8123	2432	0.4996	0.6983	0.4996	0.7069
0.0669	6.8179	2434	0.5168	0.6983	0.5168	0.7189
0.0669	6.8235	2436	0.5196	0.7407	0.5196	0.7208
0.0669	6.8291	2438	0.5131	0.6983	0.5131	0.7163
0.0669	6.8347	2440	0.5096	0.7407	0.5096	0.7139
0.0669	6.8403	2442	0.5127	0.7407	0.5127	0.7160
0.0669	6.8459	2444	0.5088	0.7407	0.5088	0.7133
0.0669	6.8515	2446	0.4920	0.7319	0.4920	0.7014
0.0669	6.8571	2448	0.4752	0.7059	0.4752	0.6893
0.0669	6.8627	2450	0.4746	0.7059	0.4746	0.6889
0.0669	6.8683	2452	0.4644	0.7059	0.4644	0.6814
0.0669	6.8739	2454	0.4540	0.7059	0.4540	0.6738
0.0669	6.8796	2456	0.4477	0.7059	0.4477	0.6691
0.0669	6.8852	2458	0.4460	0.7059	0.4460	0.6678
0.0669	6.8908	2460	0.4491	0.7319	0.4491	0.6702
0.0669	6.8964	2462	0.4645	0.7319	0.4645	0.6815
0.0669	6.9020	2464	0.4878	0.6983	0.4878	0.6985
0.0669	6.9076	2466	0.5126	0.6983	0.5126	0.7159
0.0669	6.9132	2468	0.5345	0.6983	0.5345	0.7311
0.0669	6.9188	2470	0.5313	0.6983	0.5313	0.7289

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

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 28, 2024
Updated: Nov 28, 2024