Arabic_FineTuningAraBERT_AugV4-trial2_k40_task1_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV4-trial2_k40_task1_organization_fold1

Arabic_FineTuningAraBERT_AugV4-trial2_k40_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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At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 14, 2024
Updated: Nov 14, 2024
SHA: 8b775860

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Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV4-trial2_k40_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: 0.4069
Qwk: 0.7910
Mse: 0.4069
Rmse: 0.6379

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	0.0029	2	6.0670	0.0	6.0670	2.4631
No log	0.0058	4	3.8318	0.0437	3.8318	1.9575
No log	0.0087	6	2.2702	0.0560	2.2702	1.5067
No log	0.0116	8	1.3759	0.0	1.3759	1.1730
No log	0.0145	10	1.0266	0.0075	1.0266	1.0132
No log	0.0174	12	0.8646	0.5926	0.8646	0.9299
No log	0.0203	14	0.7817	0.5051	0.7817	0.8841
No log	0.0232	16	0.7716	0.5051	0.7716	0.8784
No log	0.0260	18	0.7865	0.4199	0.7865	0.8869
No log	0.0289	20	0.7433	0.5281	0.7433	0.8621
No log	0.0318	22	0.6734	0.5281	0.6734	0.8206
No log	0.0347	24	0.9998	0.3000	0.9998	0.9999
No log	0.0376	26	1.0993	0.3762	1.0993	1.0485
No log	0.0405	28	1.0265	0.3000	1.0265	1.0131
No log	0.0434	30	0.8399	0.3488	0.8399	0.9165
No log	0.0463	32	0.6599	0.5285	0.6599	0.8124
No log	0.0492	34	0.6507	0.5285	0.6507	0.8067
No log	0.0521	36	0.7043	0.5285	0.7043	0.8392
No log	0.0550	38	0.9097	0.3488	0.9097	0.9538
No log	0.0579	40	1.2941	0.4560	1.2941	1.1376
No log	0.0608	42	1.5064	0.4057	1.5064	1.2274
No log	0.0637	44	1.3545	0.4057	1.3545	1.1638
No log	0.0666	46	0.9018	0.3488	0.9018	0.9496
No log	0.0695	48	0.7197	0.5281	0.7197	0.8483
No log	0.0724	50	0.7199	0.5281	0.7199	0.8485
No log	0.0753	52	0.9428	0.5463	0.9428	0.9710
No log	0.0781	54	1.0289	0.5882	1.0289	1.0144
No log	0.0810	56	1.1910	0.5783	1.1910	1.0913
No log	0.0839	58	1.5872	0.5092	1.5872	1.2598
No log	0.0868	60	1.8842	0.4651	1.8842	1.3727
No log	0.0897	62	1.6186	0.4539	1.6186	1.2722
No log	0.0926	64	1.0027	0.6224	1.0027	1.0014
No log	0.0955	66	0.8887	0.5739	0.8887	0.9427
No log	0.0984	68	0.7934	0.58	0.7934	0.8907
No log	0.1013	70	0.7130	0.5922	0.7130	0.8444
No log	0.1042	72	0.9859	0.6557	0.9859	0.9929
No log	0.1071	74	1.7187	0.5017	1.7187	1.3110
No log	0.1100	76	1.9897	0.4686	1.9897	1.4106
No log	0.1129	78	1.8354	0.4726	1.8354	1.3548
No log	0.1158	80	1.4591	0.5299	1.4591	1.2079
No log	0.1187	82	1.1139	0.5	1.1139	1.0554
No log	0.1216	84	1.2635	0.5092	1.2635	1.1240
No log	0.1245	86	1.6436	0.5070	1.6436	1.2820
No log	0.1274	88	1.8984	0.3767	1.8984	1.3778
No log	0.1302	90	1.7507	0.4815	1.7507	1.3231
No log	0.1331	92	1.3608	0.4928	1.3608	1.1665
No log	0.1360	94	1.0246	0.5427	1.0246	1.0122
No log	0.1389	96	0.9285	0.5288	0.9285	0.9636
No log	0.1418	98	0.8951	0.5024	0.8951	0.9461
No log	0.1447	100	1.0066	0.5463	1.0066	1.0033
No log	0.1476	102	1.1366	0.5	1.1366	1.0661
No log	0.1505	104	1.4138	0.5259	1.4138	1.1890
No log	0.1534	106	1.2392	0.5679	1.2392	1.1132
No log	0.1563	108	1.1494	0.6016	1.1494	1.0721
No log	0.1592	110	1.1288	0.6016	1.1288	1.0625
No log	0.1621	112	1.4468	0.5370	1.4468	1.2028
No log	0.1650	114	1.4638	0.5299	1.4638	1.2099
No log	0.1679	116	1.1231	0.6111	1.1231	1.0598
No log	0.1708	118	0.8314	0.5455	0.8314	0.9118
No log	0.1737	120	0.8390	0.5455	0.8390	0.9160
No log	0.1766	122	1.2858	0.6209	1.2858	1.1339
No log	0.1795	124	1.8507	0.4731	1.8507	1.3604
No log	0.1823	126	2.2807	0.3933	2.2807	1.5102
No log	0.1852	128	2.1083	0.3945	2.1083	1.4520
No log	0.1881	130	1.5641	0.2736	1.5640	1.2506
No log	0.1910	132	1.1141	0.4787	1.1141	1.0555
No log	0.1939	134	0.8506	0.4731	0.8506	0.9223
No log	0.1968	136	0.8457	0.4731	0.8457	0.9196
No log	0.1997	138	1.0649	0.4503	1.0649	1.0319
No log	0.2026	140	1.6155	0.4	1.6155	1.2710
No log	0.2055	142	2.0112	0.4494	2.0112	1.4182
No log	0.2084	144	1.8962	0.4494	1.8962	1.3770
No log	0.2113	146	1.5487	0.5405	1.5487	1.2445
No log	0.2142	148	1.1073	0.6348	1.1073	1.0523
No log	0.2171	150	0.8887	0.5845	0.8887	0.9427
No log	0.2200	152	0.9581	0.5847	0.9581	0.9788
No log	0.2229	154	1.3574	0.5401	1.3574	1.1651
No log	0.2258	156	1.8021	0.4690	1.8021	1.3424
No log	0.2287	158	2.0430	0.4769	2.0430	1.4293
No log	0.2315	160	1.9000	0.4494	1.9000	1.3784
No log	0.2344	162	1.4053	0.3784	1.4053	1.1855
No log	0.2373	164	0.9975	0.5561	0.9975	0.9987
No log	0.2402	166	0.7796	0.4674	0.7796	0.8829
No log	0.2431	168	0.7209	0.4674	0.7209	0.8490
No log	0.2460	170	0.8102	0.4167	0.8102	0.9001
No log	0.2489	172	1.1173	0.6128	1.1173	1.0570
No log	0.2518	174	1.6634	0.4494	1.6634	1.2897
No log	0.2547	176	2.0306	0.3957	2.0306	1.4250
No log	0.2576	178	2.0985	0.3945	2.0985	1.4486
No log	0.2605	180	1.8220	0.4769	1.8220	1.3498
No log	0.2634	182	1.3742	0.6125	1.3742	1.1723
No log	0.2663	184	1.1636	0.6111	1.1636	1.0787
No log	0.2692	186	1.1029	0.6111	1.1029	1.0502
No log	0.2721	188	1.1004	0.6111	1.1004	1.0490
No log	0.2750	190	0.9974	0.5643	0.9974	0.9987
No log	0.2779	192	1.0306	0.6224	1.0306	1.0152
No log	0.2808	194	0.9798	0.5739	0.9798	0.9898
No log	0.2836	196	1.0524	0.6224	1.0524	1.0259
No log	0.2865	198	1.1755	0.5783	1.1755	1.0842
No log	0.2894	200	1.1031	0.6111	1.1031	1.0503
No log	0.2923	202	1.0307	0.6111	1.0307	1.0153
No log	0.2952	204	0.9811	0.6224	0.9811	0.9905
No log	0.2981	206	1.0416	0.5475	1.0416	1.0206
No log	0.3010	208	1.2076	0.5692	1.2076	1.0989
No log	0.3039	210	1.3489	0.6125	1.3489	1.1614
No log	0.3068	212	1.6043	0.5942	1.6043	1.2666
No log	0.3097	214	1.7458	0.5641	1.7458	1.3213
No log	0.3126	216	1.4837	0.5725	1.4837	1.2181
No log	0.3155	218	1.0365	0.5149	1.0365	1.0181
No log	0.3184	220	0.7762	0.4731	0.7762	0.8810
No log	0.3213	222	0.7324	0.5281	0.7324	0.8558
No log	0.3242	224	0.8316	0.5381	0.8316	0.9119
No log	0.3271	226	1.1539	0.5505	1.1539	1.0742
No log	0.3300	228	1.4749	0.5214	1.4749	1.2145
No log	0.3329	230	1.5175	0.4571	1.5175	1.2319
No log	0.3357	232	1.4121	0.4664	1.4121	1.1883
No log	0.3386	234	1.2482	0.5116	1.2482	1.1172
No log	0.3415	236	1.2074	0.5664	1.2074	1.0988
No log	0.3444	238	1.1563	0.5447	1.1563	1.0753
No log	0.3473	240	1.0192	0.5882	1.0192	1.0096
No log	0.3502	242	0.9395	0.5494	0.9395	0.9693
No log	0.3531	244	1.0096	0.5882	1.0096	1.0048
No log	0.3560	246	1.0871	0.5692	1.0871	1.0427
No log	0.3589	248	1.2089	0.5692	1.2089	1.0995
No log	0.3618	250	1.0940	0.5692	1.0940	1.0459
No log	0.3647	252	1.0837	0.5221	1.0837	1.0410
No log	0.3676	254	0.8953	0.4815	0.8953	0.9462
No log	0.3705	256	0.8636	0.5205	0.8636	0.9293
No log	0.3734	258	0.9357	0.5984	0.9357	0.9673
No log	0.3763	260	1.1678	0.6842	1.1678	1.0807
No log	0.3792	262	1.3494	0.6597	1.3494	1.1616
No log	0.3821	264	1.3267	0.6597	1.3267	1.1518
No log	0.3849	266	1.0144	0.5977	1.0144	1.0072
No log	0.3878	268	0.8483	0.552	0.8483	0.9210
No log	0.3907	270	0.9684	0.6202	0.9684	0.9841
No log	0.3936	272	1.2976	0.6316	1.2976	1.1391
No log	0.3965	274	1.4289	0.6525	1.4289	1.1954
No log	0.3994	276	1.2035	0.6807	1.2035	1.0970
No log	0.4023	278	0.9148	0.7072	0.9148	0.9564
No log	0.4052	280	0.8235	0.7072	0.8235	0.9075
No log	0.4081	282	1.0264	0.7072	1.0264	1.0131
No log	0.4110	284	1.2367	0.7004	1.2367	1.1121
No log	0.4139	286	1.2976	0.7004	1.2976	1.1391
No log	0.4168	288	1.2769	0.7004	1.2769	1.1300
No log	0.4197	290	1.2355	0.5817	1.2355	1.1115
No log	0.4226	292	1.0370	0.6128	1.0370	1.0183
No log	0.4255	294	0.9657	0.6348	0.9657	0.9827
No log	0.4284	296	0.8959	0.6192	0.8959	0.9465
No log	0.4313	298	1.0022	0.5749	1.0022	1.0011
No log	0.4342	300	1.1009	0.6842	1.1009	1.0492
No log	0.4370	302	1.2403	0.6715	1.2403	1.1137
No log	0.4399	304	1.1235	0.7279	1.1235	1.0600
No log	0.4428	306	0.9865	0.7279	0.9865	0.9932
No log	0.4457	308	1.0825	0.7143	1.0825	1.0404
No log	0.4486	310	1.1540	0.7143	1.1540	1.0743
No log	0.4515	312	1.1848	0.7219	1.1848	1.0885
No log	0.4544	314	1.3048	0.5735	1.3048	1.1423
No log	0.4573	316	1.1768	0.6125	1.1768	1.0848
No log	0.4602	318	0.8868	0.6912	0.8868	0.9417
No log	0.4631	320	0.7297	0.7482	0.7297	0.8542
No log	0.4660	322	0.7538	0.6847	0.7538	0.8682
No log	0.4689	324	1.0090	0.6471	1.0090	1.0045
No log	0.4718	326	1.1184	0.6471	1.1184	1.0575
No log	0.4747	328	1.4046	0.5817	1.4046	1.1852
No log	0.4776	330	1.3387	0.5570	1.3387	1.1570
No log	0.4805	332	1.1005	0.6026	1.1005	1.0490
No log	0.4834	334	0.9178	0.7386	0.9178	0.9580
No log	0.4863	336	1.0503	0.7778	1.0503	1.0248
No log	0.4891	338	1.2496	0.7072	1.2496	1.1178
No log	0.4920	340	1.3318	0.7072	1.3318	1.1540
No log	0.4949	342	1.1431	0.7072	1.1431	1.0692
No log	0.4978	344	0.9183	0.7386	0.9183	0.9583
No log	0.5007	346	0.8365	0.7131	0.8365	0.9146
No log	0.5036	348	0.7752	0.7131	0.7752	0.8804
No log	0.5065	350	0.7596	0.7131	0.7596	0.8716
No log	0.5094	352	0.9836	0.6431	0.9836	0.9918
No log	0.5123	354	1.1938	0.6842	1.1938	1.0926
No log	0.5152	356	1.1158	0.6842	1.1158	1.0563
No log	0.5181	358	0.8451	0.7131	0.8451	0.9193
No log	0.5210	360	0.6738	0.6883	0.6738	0.8208
No log	0.5239	362	0.6747	0.6883	0.6747	0.8214
No log	0.5268	364	0.8351	0.7131	0.8351	0.9139
No log	0.5297	366	1.1438	0.6667	1.1438	1.0695
No log	0.5326	368	1.3099	0.5914	1.3099	1.1445
No log	0.5355	370	1.3710	0.5821	1.3710	1.1709
No log	0.5384	372	1.0993	0.7386	1.0993	1.0485
No log	0.5412	374	0.9242	0.7386	0.9242	0.9614
No log	0.5441	376	0.9024	0.7386	0.9024	0.9500
No log	0.5470	378	1.1666	0.6471	1.1666	1.0801
No log	0.5499	380	1.4678	0.5821	1.4678	1.2115
No log	0.5528	382	1.3680	0.5821	1.3680	1.1696
No log	0.5557	384	1.0725	0.6471	1.0725	1.0356
No log	0.5586	386	0.9203	0.7131	0.9203	0.9593
No log	0.5615	388	0.7990	0.5956	0.7990	0.8939
No log	0.5644	390	0.7503	0.5956	0.7503	0.8662
No log	0.5673	392	0.8972	0.7131	0.8972	0.9472
No log	0.5702	394	1.0358	0.7131	1.0358	1.0177
No log	0.5731	396	0.8880	0.6883	0.8880	0.9423
No log	0.5760	398	0.7478	0.664	0.7478	0.8647
No log	0.5789	400	0.7215	0.664	0.7215	0.8494
No log	0.5818	402	0.7542	0.664	0.7542	0.8685
No log	0.5847	404	0.8903	0.6883	0.8903	0.9436
No log	0.5876	406	1.0932	0.7131	1.0932	1.0456
No log	0.5904	408	1.1215	0.7131	1.1215	1.0590
No log	0.5933	410	0.9640	0.7131	0.9640	0.9818
No log	0.5962	412	0.7025	0.5517	0.7025	0.8381
No log	0.5991	414	0.6126	0.5333	0.6126	0.7827
No log	0.6020	416	0.6655	0.5517	0.6655	0.8158
No log	0.6049	418	0.7812	0.6216	0.7812	0.8838
No log	0.6078	420	1.0190	0.7131	1.0190	1.0094
No log	0.6107	422	1.2951	0.6934	1.2951	1.1380
No log	0.6136	424	1.3751	0.6934	1.3751	1.1727
No log	0.6165	426	1.2579	0.6934	1.2579	1.1215
No log	0.6194	428	0.9066	0.7131	0.9066	0.9522
No log	0.6223	430	0.6704	0.7535	0.6704	0.8188
No log	0.6252	432	0.6338	0.7535	0.6338	0.7961
No log	0.6281	434	0.7300	0.72	0.7300	0.8544
No log	0.6310	436	0.9593	0.6980	0.9593	0.9794
No log	0.6339	438	1.1072	0.6908	1.1072	1.0522
No log	0.6368	440	1.2468	0.5370	1.2468	1.1166
No log	0.6397	442	1.1214	0.7222	1.1214	1.0589
No log	0.6425	444	0.9068	0.6980	0.9068	0.9523
No log	0.6454	446	0.6177	0.7116	0.6177	0.7860
No log	0.6483	448	0.5374	0.6286	0.5374	0.7331
No log	0.6512	450	0.6202	0.6192	0.6202	0.7876
No log	0.6541	452	0.9327	0.6980	0.9327	0.9657
No log	0.6570	454	1.2457	0.7368	1.2457	1.1161
No log	0.6599	456	1.2682	0.7368	1.2682	1.1261
No log	0.6628	458	0.9778	0.7368	0.9778	0.9888
No log	0.6657	460	0.6498	0.7651	0.6498	0.8061
No log	0.6686	462	0.6090	0.7179	0.6090	0.7804
No log	0.6715	464	0.7114	0.7131	0.7114	0.8435
No log	0.6744	466	0.7528	0.7131	0.7528	0.8677
No log	0.6773	468	0.7127	0.7131	0.7127	0.8442
No log	0.6802	470	0.7769	0.6805	0.7769	0.8814
No log	0.6831	472	0.9215	0.6805	0.9215	0.9599
No log	0.6860	474	1.3514	0.6642	1.3514	1.1625
No log	0.6889	476	1.5755	0.6038	1.5755	1.2552
No log	0.6918	478	1.4040	0.6642	1.4040	1.1849
No log	0.6946	480	0.9633	0.6805	0.9633	0.9815
No log	0.6975	482	0.5899	0.6719	0.5899	0.7681
No log	0.7004	484	0.4798	0.7342	0.4798	0.6926
No log	0.7033	486	0.5281	0.6689	0.5281	0.7267
No log	0.7062	488	0.6616	0.7390	0.6616	0.8134
No log	0.7091	490	0.6842	0.72	0.6842	0.8271
No log	0.7120	492	0.6068	0.6778	0.6068	0.7790
No log	0.7149	494	0.6108	0.6930	0.6108	0.7815
No log	0.7178	496	0.7164	0.72	0.7164	0.8464
No log	0.7207	498	0.8585	0.7131	0.8585	0.9266
0.496	0.7236	500	0.7590	0.7586	0.7590	0.8712
0.496	0.7265	502	0.5987	0.7556	0.5987	0.7738
0.496	0.7294	504	0.4879	0.7290	0.4879	0.6985
0.496	0.7323	506	0.4844	0.7290	0.4844	0.6960
0.496	0.7352	508	0.5942	0.7640	0.5942	0.7709
0.496	0.7381	510	0.9477	0.7605	0.9477	0.9735
0.496	0.7410	512	1.1668	0.6459	1.1668	1.0802
0.496	0.7438	514	1.1438	0.6379	1.1438	1.0695
0.496	0.7467	516	0.9503	0.5625	0.9503	0.9749
0.496	0.7496	518	0.8161	0.5845	0.8161	0.9034
0.496	0.7525	520	0.8467	0.7131	0.8467	0.9201
0.496	0.7554	522	0.7365	0.7758	0.7365	0.8582
0.496	0.7583	524	0.7950	0.7535	0.7950	0.8916
0.496	0.7612	526	0.8114	0.7442	0.8114	0.9008
0.496	0.7641	528	0.9147	0.7508	0.9147	0.9564
0.496	0.7670	530	0.8640	0.7260	0.8640	0.9295
0.496	0.7699	532	0.8919	0.7586	0.8919	0.9444
0.496	0.7728	534	0.9054	0.7586	0.9054	0.9515
0.496	0.7757	536	0.9063	0.7131	0.9063	0.9520
0.496	0.7786	538	0.9771	0.7131	0.9771	0.9885
0.496	0.7815	540	0.9066	0.7131	0.9066	0.9522
0.496	0.7844	542	0.7429	0.6847	0.7429	0.8619
0.496	0.7873	544	0.6834	0.6351	0.6834	0.8267
0.496	0.7902	546	0.6758	0.6351	0.6758	0.8221
0.496	0.7931	548	0.7565	0.7131	0.7565	0.8698
0.496	0.7959	550	0.8972	0.7131	0.8972	0.9472
0.496	0.7988	552	0.9154	0.7131	0.9154	0.9567
0.496	0.8017	554	1.0521	0.7059	1.0521	1.0257
0.496	0.8046	556	1.1268	0.6128	1.1268	1.0615
0.496	0.8075	558	0.9856	0.6805	0.9856	0.9928
0.496	0.8104	560	0.7878	0.6351	0.7878	0.8876
0.496	0.8133	562	0.7337	0.6351	0.7337	0.8566
0.496	0.8162	564	0.8477	0.6847	0.8477	0.9207
0.496	0.8191	566	1.0604	0.5172	1.0604	1.0298
0.496	0.8220	568	1.1347	0.5172	1.1347	1.0652
0.496	0.8249	570	1.0260	0.5882	1.0260	1.0129
0.496	0.8278	572	0.8994	0.7131	0.8994	0.9483
0.496	0.8307	574	0.6604	0.7107	0.6604	0.8127
0.496	0.8336	576	0.5477	0.6613	0.5477	0.7401
0.496	0.8365	578	0.5537	0.7317	0.5537	0.7441
0.496	0.8394	580	0.6304	0.7756	0.6304	0.7940
0.496	0.8423	582	0.8811	0.7941	0.8811	0.9386
0.496	0.8452	584	1.0134	0.7774	1.0134	1.0067
0.496	0.8480	586	0.8386	0.7941	0.8386	0.9157
0.496	0.8509	588	0.5745	0.7586	0.5745	0.7579
0.496	0.8538	590	0.5041	0.776	0.5041	0.7100
0.496	0.8567	592	0.5973	0.7296	0.5973	0.7729
0.496	0.8596	594	0.6334	0.7296	0.6334	0.7959
0.496	0.8625	596	0.7595	0.7131	0.7595	0.8715
0.496	0.8654	598	0.8429	0.7131	0.8429	0.9181
0.496	0.8683	600	0.9116	0.7529	0.9116	0.9548
0.496	0.8712	602	0.8415	0.7529	0.8415	0.9173
0.496	0.8741	604	0.7883	0.7529	0.7883	0.8879
0.496	0.8770	606	0.8250	0.7529	0.8250	0.9083
0.496	0.8799	608	0.9152	0.7529	0.9152	0.9566
0.496	0.8828	610	0.8553	0.7529	0.8553	0.9248
0.496	0.8857	612	0.7216	0.7131	0.7216	0.8495
0.496	0.8886	614	0.5557	0.7364	0.5557	0.7454
0.496	0.8915	616	0.5339	0.6930	0.5339	0.7307
0.496	0.8944	618	0.7039	0.7131	0.7039	0.8390
0.496	0.8973	620	0.8636	0.7529	0.8636	0.9293
0.496	0.9001	622	0.7820	0.7529	0.7820	0.8843
0.496	0.9030	624	0.7090	0.7529	0.7090	0.8420
0.496	0.9059	626	0.6216	0.7131	0.6216	0.7884
0.496	0.9088	628	0.4793	0.6452	0.4793	0.6923
0.496	0.9117	630	0.4621	0.6452	0.4621	0.6798
0.496	0.9146	632	0.5263	0.6351	0.5263	0.7254
0.496	0.9175	634	0.7449	0.7705	0.7449	0.8631
0.496	0.9204	636	0.8708	0.7529	0.8708	0.9332
0.496	0.9233	638	0.7558	0.7529	0.7558	0.8693
0.496	0.9262	640	0.5016	0.6930	0.5016	0.7082
0.496	0.9291	642	0.3619	0.6805	0.3619	0.6016
0.496	0.9320	644	0.3631	0.7220	0.3631	0.6026
0.496	0.9349	646	0.4629	0.7758	0.4629	0.6804
0.496	0.9378	648	0.7603	0.7529	0.7603	0.8720
0.496	0.9407	650	1.2010	0.7308	1.2010	1.0959
0.496	0.9436	652	1.2861	0.7549	1.2861	1.1341
0.496	0.9465	654	1.0530	0.7470	1.0530	1.0262
0.496	0.9493	656	0.7168	0.7131	0.7168	0.8466
0.496	0.9522	658	0.5404	0.6207	0.5404	0.7351
0.496	0.9551	660	0.4427	0.5579	0.4427	0.6654
0.496	0.9580	662	0.4423	0.5579	0.4423	0.6651
0.496	0.9609	664	0.5148	0.6578	0.5148	0.7175
0.496	0.9638	666	0.7579	0.7131	0.7579	0.8706
0.496	0.9667	668	1.0706	0.7605	1.0706	1.0347
0.496	0.9696	670	1.0928	0.7605	1.0928	1.0454
0.496	0.9725	672	0.9793	0.7605	0.9793	0.9896
0.496	0.9754	674	0.6394	0.7482	0.6394	0.7996
0.496	0.9783	676	0.4770	0.8037	0.4770	0.6907
0.496	0.9812	678	0.4388	0.8037	0.4388	0.6624
0.496	0.9841	680	0.5214	0.7449	0.5214	0.7221
0.496	0.9870	682	0.7427	0.7386	0.7427	0.8618
0.496	0.9899	684	1.0120	0.7470	1.0120	1.0060
0.496	0.9928	686	1.0260	0.7059	1.0260	1.0129
0.496	0.9957	688	0.9727	0.7225	0.9727	0.9862
0.496	0.9986	690	0.9681	0.625	0.9681	0.9839
0.496	1.0014	692	1.0320	0.625	1.0320	1.0159
0.496	1.0043	694	1.0942	0.6128	1.0942	1.0460
0.496	1.0072	696	1.0097	0.625	1.0097	1.0048
0.496	1.0101	698	0.8913	0.5991	0.8913	0.9441
0.496	1.0130	700	0.7750	0.6557	0.7750	0.8803
0.496	1.0159	702	0.6948	0.7510	0.6948	0.8335
0.496	1.0188	704	0.6740	0.7926	0.6740	0.8210
0.496	1.0217	706	0.7602	0.7758	0.7602	0.8719
0.496	1.0246	708	0.9828	0.6805	0.9828	0.9913
0.496	1.0275	710	0.9649	0.6805	0.9649	0.9823
0.496	1.0304	712	0.8251	0.6805	0.8251	0.9084
0.496	1.0333	714	0.8083	0.6805	0.8083	0.8991
0.496	1.0362	716	0.7485	0.6957	0.7485	0.8651
0.496	1.0391	718	0.6974	0.6957	0.6974	0.8351
0.496	1.0420	720	0.7913	0.7059	0.7913	0.8896
0.496	1.0449	722	1.0160	0.7059	1.0160	1.0080
0.496	1.0478	724	1.0728	0.7470	1.0728	1.0358
0.496	1.0507	726	0.9204	0.7470	0.9204	0.9594
0.496	1.0535	728	0.7022	0.7986	0.7022	0.8380
0.496	1.0564	730	0.5230	0.7607	0.5230	0.7232
0.496	1.0593	732	0.4808	0.7175	0.4808	0.6934
0.496	1.0622	734	0.5431	0.6051	0.5431	0.7369
0.496	1.0651	736	0.6852	0.5792	0.6852	0.8278
0.496	1.0680	738	0.8729	0.7059	0.8729	0.9343
0.496	1.0709	740	0.8989	0.7470	0.8989	0.9481
0.496	1.0738	742	0.7954	0.7470	0.7954	0.8919
0.496	1.0767	744	0.6579	0.6957	0.6579	0.8111
0.496	1.0796	746	0.6302	0.7829	0.6302	0.7938
0.496	1.0825	748	0.5709	0.7482	0.5709	0.7556
0.496	1.0854	750	0.7150	0.8178	0.7150	0.8456
0.496	1.0883	752	0.8869	0.8000	0.8869	0.9418
0.496	1.0912	754	0.9967	0.7726	0.9967	0.9983
0.496	1.0941	756	0.8195	0.8178	0.8195	0.9053
0.496	1.0970	758	0.5875	0.7348	0.5875	0.7665
0.496	1.0999	760	0.5012	0.7328	0.5012	0.7080
0.496	1.1027	762	0.5274	0.7429	0.5274	0.7262
0.496	1.1056	764	0.6610	0.7348	0.6610	0.8130
0.496	1.1085	766	0.7815	0.7941	0.7815	0.8840
0.496	1.1114	768	0.7735	0.7941	0.7735	0.8795
0.496	1.1143	770	0.7033	0.7758	0.7033	0.8386
0.496	1.1172	772	0.5731	0.7492	0.5731	0.7570
0.496	1.1201	774	0.5786	0.7492	0.5786	0.7607
0.496	1.1230	776	0.7401	0.7260	0.7401	0.8603
0.496	1.1259	778	0.9963	0.7222	0.9963	0.9982
0.496	1.1288	780	1.0720	0.7470	1.0720	1.0354
0.496	1.1317	782	0.9295	0.6805	0.9295	0.9641
0.496	1.1346	784	0.7063	0.6847	0.7063	0.8404
0.496	1.1375	786	0.5307	0.5758	0.5307	0.7285
0.496	1.1404	788	0.4942	0.5758	0.4942	0.7030
0.496	1.1433	790	0.5369	0.6818	0.5369	0.7327
0.496	1.1462	792	0.7110	0.7034	0.7110	0.8432
0.496	1.1491	794	0.8607	0.7529	0.8607	0.9277
0.496	1.1520	796	0.9077	0.7529	0.9077	0.9527
0.496	1.1548	798	0.9524	0.7605	0.9524	0.9759
0.496	1.1577	800	0.8534	0.7778	0.8534	0.9238
0.496	1.1606	802	0.7647	0.7529	0.7647	0.8745
0.496	1.1635	804	0.8045	0.7778	0.8045	0.8970
0.496	1.1664	806	0.7189	0.7131	0.7189	0.8479
0.496	1.1693	808	0.6921	0.7296	0.6921	0.8319
0.496	1.1722	810	0.7111	0.7296	0.7111	0.8433
0.496	1.1751	812	0.8845	0.7778	0.8845	0.9405
0.496	1.1780	814	1.1101	0.7549	1.1101	1.0536
0.496	1.1809	816	1.0101	0.7846	1.0101	1.0050
0.496	1.1838	818	0.7336	0.7565	0.7336	0.8565
0.496	1.1867	820	0.5684	0.6351	0.5684	0.7539
0.496	1.1896	822	0.5127	0.6316	0.5127	0.7161
0.496	1.1925	824	0.5754	0.6075	0.5754	0.7586
0.496	1.1954	826	0.6972	0.6635	0.6972	0.8350
0.496	1.1983	828	0.9130	0.75	0.9130	0.9555
0.496	1.2012	830	0.9161	0.75	0.9161	0.9571
0.496	1.2041	832	0.8688	0.7225	0.8688	0.9321
0.496	1.2069	834	0.6968	0.7565	0.6968	0.8347
0.496	1.2098	836	0.6633	0.7565	0.6633	0.8145
0.496	1.2127	838	0.8071	0.7386	0.8071	0.8984
0.496	1.2156	840	1.0129	0.7308	1.0129	1.0064
0.496	1.2185	842	0.9642	0.7605	0.9642	0.9819
0.496	1.2214	844	0.7627	0.7386	0.7627	0.8733
0.496	1.2243	846	0.6965	0.7565	0.6965	0.8346
0.496	1.2272	848	0.5745	0.7296	0.5745	0.7580
0.496	1.2301	850	0.5659	0.6847	0.5659	0.7523
0.496	1.2330	852	0.7087	0.7565	0.7087	0.8418
0.496	1.2359	854	0.9537	0.7724	0.9537	0.9766
0.496	1.2388	856	0.9781	0.7724	0.9781	0.9890
0.496	1.2417	858	1.0156	0.7724	1.0156	1.0078
0.496	1.2446	860	0.9208	0.8032	0.9208	0.9596
0.496	1.2475	862	0.7379	0.7778	0.7379	0.8590
0.496	1.2504	864	0.5950	0.7603	0.5950	0.7713
0.496	1.2533	866	0.5711	0.8205	0.5711	0.7557
0.496	1.2562	868	0.5634	0.8205	0.5634	0.7506
0.496	1.2590	870	0.4910	0.8205	0.4910	0.7007
0.496	1.2619	872	0.5690	0.8414	0.5690	0.7543
0.496	1.2648	874	0.7747	0.7879	0.7747	0.8802
0.496	1.2677	876	0.8235	0.7605	0.8235	0.9075
0.496	1.2706	878	0.7049	0.7470	0.7049	0.8396
0.496	1.2735	880	0.5704	0.7034	0.5704	0.7552
0.496	1.2764	882	0.4372	0.7083	0.4372	0.6612
0.496	1.2793	884	0.4458	0.6547	0.4458	0.6677
0.496	1.2822	886	0.5349	0.7364	0.5349	0.7313
0.496	1.2851	888	0.7164	0.7778	0.7164	0.8464
0.496	1.2880	890	0.6964	0.7778	0.6964	0.8345
0.496	1.2909	892	0.6271	0.7820	0.6271	0.7919
0.496	1.2938	894	0.6434	0.8042	0.6434	0.8021
0.496	1.2967	896	0.6080	0.7758	0.6080	0.7797
0.496	1.2996	898	0.5581	0.7758	0.5581	0.7471
0.496	1.3025	900	0.5993	0.7131	0.5993	0.7741
0.496	1.3054	902	0.7689	0.7470	0.7689	0.8768
0.496	1.3082	904	0.8073	0.7470	0.8073	0.8985
0.496	1.3111	906	0.6921	0.7386	0.6921	0.8319
0.496	1.3140	908	0.5275	0.7907	0.5275	0.7263
0.496	1.3169	910	0.5125	0.7907	0.5125	0.7159
0.496	1.3198	912	0.5584	0.7907	0.5584	0.7473
0.496	1.3227	914	0.5969	0.7586	0.5969	0.7726
0.496	1.3256	916	0.7782	0.6805	0.7782	0.8822
0.496	1.3285	918	0.9356	0.7470	0.9356	0.9673
0.496	1.3314	920	0.9167	0.7470	0.9167	0.9575
0.496	1.3343	922	0.7970	0.7059	0.7970	0.8928
0.496	1.3372	924	0.7907	0.7470	0.7907	0.8892
0.496	1.3401	926	0.8044	0.7470	0.8044	0.8969
0.496	1.3430	928	0.6916	0.7131	0.6916	0.8316
0.496	1.3459	930	0.5070	0.7586	0.5070	0.7121
0.496	1.3488	932	0.4360	0.7586	0.4360	0.6603
0.496	1.3517	934	0.4939	0.7586	0.4939	0.7028
0.496	1.3546	936	0.6749	0.7986	0.6749	0.8215
0.496	1.3575	938	0.8164	0.7778	0.8164	0.9036
0.496	1.3603	940	0.8194	0.7470	0.8194	0.9052
0.496	1.3632	942	0.6611	0.7386	0.6611	0.8131
0.496	1.3661	944	0.5182	0.7328	0.5182	0.7199
0.496	1.3690	946	0.5134	0.6410	0.5134	0.7165
0.496	1.3719	948	0.5011	0.6410	0.5011	0.7079
0.496	1.3748	950	0.5447	0.7107	0.5447	0.7381
0.496	1.3777	952	0.5559	0.7107	0.5559	0.7456
0.496	1.3806	954	0.5012	0.7568	0.5012	0.7079
0.496	1.3835	956	0.5010	0.8121	0.5010	0.7078
0.496	1.3864	958	0.4145	0.7492	0.4145	0.6438
0.496	1.3893	960	0.3758	0.7290	0.3758	0.6131
0.496	1.3922	962	0.4377	0.8	0.4377	0.6616
0.496	1.3951	964	0.6091	0.8627	0.6091	0.7804
0.496	1.3980	966	0.6578	0.8383	0.6578	0.8111
0.496	1.4009	968	0.6295	0.8383	0.6295	0.7934
0.496	1.4038	970	0.5586	0.8082	0.5586	0.7474
0.496	1.4067	972	0.5932	0.7287	0.5932	0.7702
0.496	1.4096	974	0.6082	0.7386	0.6082	0.7799
0.496	1.4124	976	0.6722	0.7386	0.6722	0.8199
0.496	1.4153	978	0.6584	0.7386	0.6584	0.8114
0.496	1.4182	980	0.7019	0.7386	0.7019	0.8378
0.496	1.4211	982	0.8405	0.7778	0.8405	0.9168
0.496	1.4240	984	0.9956	0.7778	0.9956	0.9978
0.496	1.4269	986	0.9144	0.7778	0.9144	0.9563
0.496	1.4298	988	0.7837	0.7778	0.7837	0.8853
0.496	1.4327	990	0.5794	0.7386	0.5794	0.7612
0.496	1.4356	992	0.4254	0.7742	0.4254	0.6522
0.496	1.4385	994	0.4295	0.7742	0.4295	0.6553
0.496	1.4414	996	0.4847	0.7986	0.4847	0.6962
0.496	1.4443	998	0.6281	0.7658	0.6281	0.7925
0.1913	1.4472	1000	0.7361	0.7658	0.7361	0.8580
0.1913	1.4501	1002	0.8710	0.7778	0.8710	0.9333
0.1913	1.4530	1004	0.8768	0.7778	0.8768	0.9364
0.1913	1.4559	1006	0.7176	0.7778	0.7176	0.8471
0.1913	1.4588	1008	0.5402	0.7449	0.5402	0.7350
0.1913	1.4616	1010	0.4199	0.6379	0.4199	0.6480
0.1913	1.4645	1012	0.3819	0.6471	0.3819	0.6180
0.1913	1.4674	1014	0.3798	0.7159	0.3798	0.6163
0.1913	1.4703	1016	0.4852	0.7864	0.4852	0.6966
0.1913	1.4732	1018	0.5734	0.8170	0.5734	0.7572
0.1913	1.4761	1020	0.5923	0.8170	0.5923	0.7696
0.1913	1.4790	1022	0.5233	0.8170	0.5233	0.7234
0.1913	1.4819	1024	0.5419	0.8170	0.5419	0.7362
0.1913	1.4848	1026	0.5091	0.8121	0.5091	0.7135
0.1913	1.4877	1028	0.4976	0.7758	0.4976	0.7054
0.1913	1.4906	1030	0.5642	0.7050	0.5642	0.7512
0.1913	1.4935	1032	0.6024	0.7131	0.6024	0.7762
0.1913	1.4964	1034	0.5643	0.7296	0.5643	0.7512
0.1913	1.4993	1036	0.6436	0.7131	0.6436	0.8022
0.1913	1.5022	1038	0.7876	0.7778	0.7876	0.8875
0.1913	1.5051	1040	0.7743	0.7778	0.7743	0.8799
0.1913	1.5080	1042	0.7164	0.7778	0.7164	0.8464
0.1913	1.5109	1044	0.5993	0.7131	0.5993	0.7742
0.1913	1.5137	1046	0.4510	0.7692	0.4510	0.6716
0.1913	1.5166	1048	0.4353	0.7971	0.4353	0.6598
0.1913	1.5195	1050	0.5228	0.72	0.5228	0.7230
0.1913	1.5224	1052	0.6319	0.7386	0.6319	0.7949
0.1913	1.5253	1054	0.7866	0.7778	0.7866	0.8869
0.1913	1.5282	1056	0.8176	0.7470	0.8176	0.9042
0.1913	1.5311	1058	0.7278	0.7778	0.7278	0.8531
0.1913	1.5340	1060	0.5951	0.7131	0.5951	0.7715
0.1913	1.5369	1062	0.4963	0.7407	0.4963	0.7045
0.1913	1.5398	1064	0.5144	0.6957	0.5144	0.7172
0.1913	1.5427	1066	0.5924	0.7296	0.5924	0.7697
0.1913	1.5456	1068	0.7001	0.7131	0.7001	0.8367
0.1913	1.5485	1070	0.8011	0.7778	0.8011	0.8950
0.1913	1.5514	1072	0.7626	0.7386	0.7626	0.8733
0.1913	1.5543	1074	0.6178	0.7034	0.6178	0.7860
0.1913	1.5572	1076	0.5119	0.5806	0.5119	0.7155
0.1913	1.5601	1078	0.4917	0.5333	0.4917	0.7012
0.1913	1.5630	1080	0.5103	0.6778	0.5103	0.7143
0.1913	1.5658	1082	0.6153	0.7296	0.6153	0.7844
0.1913	1.5687	1084	0.7524	0.7778	0.7524	0.8674
0.1913	1.5716	1086	0.7592	0.7778	0.7592	0.8713
0.1913	1.5745	1088	0.6912	0.7778	0.6912	0.8314
0.1913	1.5774	1090	0.5375	0.72	0.5375	0.7331
0.1913	1.5803	1092	0.4509	0.7805	0.4509	0.6715
0.1913	1.5832	1094	0.4218	0.8069	0.4218	0.6495
0.1913	1.5861	1096	0.5220	0.7864	0.5220	0.7225
0.1913	1.5890	1098	0.7762	0.8042	0.7762	0.8810
0.1913	1.5919	1100	1.0572	0.7220	1.0572	1.0282
0.1913	1.5948	1102	1.1372	0.7549	1.1372	1.0664
0.1913	1.5977	1104	1.0112	0.6693	1.0112	1.0056
0.1913	1.6006	1106	0.9012	0.5625	0.9012	0.9493
0.1913	1.6035	1108	0.7222	0.6500	0.7222	0.8498
0.1913	1.6064	1110	0.6384	0.6500	0.6384	0.7990
0.1913	1.6093	1112	0.6118	0.6316	0.6118	0.7822
0.1913	1.6122	1114	0.6601	0.7287	0.6601	0.8125
0.1913	1.6151	1116	0.7753	0.7368	0.7753	0.8805
0.1913	1.6179	1118	0.8958	0.7470	0.8958	0.9465
0.1913	1.6208	1120	0.8049	0.7470	0.8049	0.8971
0.1913	1.6237	1122	0.6586	0.7829	0.6586	0.8116
0.1913	1.6266	1124	0.6005	0.7586	0.6005	0.7749
0.1913	1.6295	1126	0.5725	0.7296	0.5725	0.7567
0.1913	1.6324	1128	0.5724	0.7296	0.5724	0.7566
0.1913	1.6353	1130	0.6250	0.7296	0.6250	0.7906
0.1913	1.6382	1132	0.6804	0.7225	0.6804	0.8249
0.1913	1.6411	1134	0.8062	0.7059	0.8062	0.8979
0.1913	1.6440	1136	0.8391	0.7059	0.8391	0.9160
0.1913	1.6469	1138	0.7457	0.7059	0.7457	0.8636
0.1913	1.6498	1140	0.6597	0.6957	0.6597	0.8122
0.1913	1.6527	1142	0.6437	0.6635	0.6437	0.8023
0.1913	1.6556	1144	0.6213	0.7014	0.6213	0.7882
0.1913	1.6585	1146	0.6708	0.6957	0.6708	0.8190
0.1913	1.6614	1148	0.7060	0.7287	0.7060	0.8402
0.1913	1.6643	1150	0.6769	0.7586	0.6769	0.8227
0.1913	1.6671	1152	0.6903	0.7482	0.6903	0.8308
0.1913	1.6700	1154	0.7719	0.7482	0.7719	0.8786
0.1913	1.6729	1156	0.6740	0.7482	0.6740	0.8210
0.1913	1.6758	1158	0.5666	0.7260	0.5666	0.7527
0.1913	1.6787	1160	0.5615	0.7482	0.5615	0.7493
0.1913	1.6816	1162	0.6871	0.7482	0.6871	0.8289
0.1913	1.6845	1164	0.7548	0.7529	0.7548	0.8688
0.1913	1.6874	1166	0.7947	0.7529	0.7947	0.8915
0.1913	1.6903	1168	0.6843	0.7426	0.6843	0.8272
0.1913	1.6932	1170	0.5233	0.7429	0.5233	0.7234
0.1913	1.6961	1172	0.4414	0.7742	0.4414	0.6644
0.1913	1.6990	1174	0.4731	0.7742	0.4731	0.6878
0.1913	1.7019	1176	0.6124	0.7709	0.6124	0.7826
0.1913	1.7048	1178	0.6800	0.7709	0.6800	0.8246
0.1913	1.7077	1180	0.6923	0.7709	0.6923	0.8320
0.1913	1.7106	1182	0.6804	0.8042	0.6804	0.8249
0.1913	1.7135	1184	0.5841	0.7709	0.5841	0.7643
0.1913	1.7164	1186	0.5560	0.7482	0.5560	0.7457
0.1913	1.7192	1188	0.6038	0.7709	0.6038	0.7770
0.1913	1.7221	1190	0.5917	0.7709	0.5917	0.7692
0.1913	1.7250	1192	0.5970	0.7709	0.5970	0.7727
0.1913	1.7279	1194	0.6082	0.7709	0.6082	0.7799
0.1913	1.7308	1196	0.6176	0.7709	0.6176	0.7859
0.1913	1.7337	1198	0.6114	0.7709	0.6114	0.7819
0.1913	1.7366	1200	0.5859	0.7482	0.5859	0.7655
0.1913	1.7395	1202	0.5109	0.7260	0.5109	0.7147
0.1913	1.7424	1204	0.4849	0.7651	0.4849	0.6963
0.1913	1.7453	1206	0.4158	0.7742	0.4158	0.6448
0.1913	1.7482	1208	0.4305	0.7742	0.4305	0.6561
0.1913	1.7511	1210	0.4863	0.7651	0.4863	0.6974
0.1913	1.7540	1212	0.5781	0.7864	0.5781	0.7604
0.1913	1.7569	1214	0.7531	0.7552	0.7531	0.8678
0.1913	1.7598	1216	0.7904	0.7287	0.7904	0.8891
0.1913	1.7627	1218	0.7840	0.7287	0.7840	0.8855
0.1913	1.7656	1220	0.6443	0.776	0.6443	0.8027
0.1913	1.7685	1222	0.4848	0.6410	0.4848	0.6963
0.1913	1.7713	1224	0.4295	0.6379	0.4295	0.6554
0.1913	1.7742	1226	0.4344	0.7094	0.4344	0.6591
0.1913	1.7771	1228	0.4860	0.7464	0.4860	0.6971
0.1913	1.7800	1230	0.5933	0.7266	0.5933	0.7703
0.1913	1.7829	1232	0.7891	0.7586	0.7891	0.8883
0.1913	1.7858	1234	0.9339	0.7308	0.9339	0.9664
0.1913	1.7887	1236	1.0298	0.7549	1.0298	1.0148
0.1913	1.7916	1238	0.9366	0.7724	0.9366	0.9678
0.1913	1.7945	1240	0.7529	0.6957	0.7529	0.8677
0.1913	1.7974	1242	0.6164	0.6207	0.6164	0.7851
0.1913	1.8003	1244	0.5101	0.4674	0.5101	0.7142
0.1913	1.8032	1246	0.4603	0.5134	0.4603	0.6785
0.1913	1.8061	1248	0.4507	0.5758	0.4507	0.6713
0.1913	1.8090	1250	0.5033	0.6452	0.5033	0.7094
0.1913	1.8119	1252	0.6389	0.6883	0.6389	0.7993
0.1913	1.8148	1254	0.9013	0.7605	0.9013	0.9494
0.1913	1.8177	1256	1.0547	0.7605	1.0547	1.0270
0.1913	1.8205	1258	1.0126	0.7605	1.0126	1.0063
0.1913	1.8234	1260	0.8197	0.7778	0.8197	0.9054
0.1913	1.8263	1262	0.6081	0.7296	0.6081	0.7798
0.1913	1.8292	1264	0.5524	0.6847	0.5524	0.7433
0.1913	1.8321	1266	0.5705	0.7364	0.5705	0.7553
0.1913	1.8350	1268	0.5836	0.7364	0.5836	0.7639
0.1913	1.8379	1270	0.6221	0.8016	0.6221	0.7887
0.1913	1.8408	1272	0.7204	0.7829	0.7204	0.8487
0.1913	1.8437	1274	0.8325	0.7895	0.8325	0.9124
0.1913	1.8466	1276	0.7769	0.8178	0.7769	0.8814
0.1913	1.8495	1278	0.6044	0.7586	0.6044	0.7774
0.1913	1.8524	1280	0.4752	0.7907	0.4752	0.6893
0.1913	1.8553	1282	0.4315	0.7850	0.4315	0.6569
0.1913	1.8582	1284	0.4171	0.7635	0.4171	0.6458
0.1913	1.8611	1286	0.4377	0.8158	0.4377	0.6616
0.1913	1.8640	1288	0.5152	0.7756	0.5152	0.7178
0.1913	1.8669	1290	0.5709	0.7820	0.5709	0.7556
0.1913	1.8698	1292	0.5322	0.7640	0.5322	0.7295
0.1913	1.8726	1294	0.4810	0.7544	0.4810	0.6936
0.1913	1.8755	1296	0.4969	0.7097	0.4969	0.7049
0.1913	1.8784	1298	0.5089	0.7097	0.5089	0.7134
0.1913	1.8813	1300	0.5607	0.7822	0.5607	0.7488
0.1913	1.8842	1302	0.7075	0.7225	0.7075	0.8411
0.1913	1.8871	1304	0.8428	0.7154	0.8428	0.9180
0.1913	1.8900	1306	0.8968	0.7154	0.8968	0.9470
0.1913	1.8929	1308	0.8447	0.7154	0.8447	0.9191
0.1913	1.8958	1310	0.7066	0.7829	0.7066	0.8406
0.1913	1.8987	1312	0.6344	0.8016	0.6344	0.7965
0.1913	1.9016	1314	0.5607	0.8016	0.5607	0.7488
0.1913	1.9045	1316	0.5458	0.776	0.5458	0.7388
0.1913	1.9074	1318	0.5331	0.7640	0.5331	0.7301
0.1913	1.9103	1320	0.6439	0.7482	0.6439	0.8024
0.1913	1.9132	1322	0.7586	0.7336	0.7586	0.8710
0.1913	1.9161	1324	0.7816	0.7138	0.7816	0.8841
0.1913	1.9190	1326	0.6931	0.7482	0.6931	0.8325
0.1913	1.9219	1328	0.5455	0.7407	0.5455	0.7386
0.1913	1.9247	1330	0.4712	0.7328	0.4712	0.6864
0.1913	1.9276	1332	0.4894	0.7328	0.4894	0.6996
0.1913	1.9305	1334	0.5598	0.7510	0.5598	0.7482
0.1913	1.9334	1336	0.6757	0.776	0.6757	0.8220
0.1913	1.9363	1338	0.8683	0.7138	0.8683	0.9318
0.1913	1.9392	1340	0.8914	0.7138	0.8914	0.9442
0.1913	1.9421	1342	0.7417	0.7426	0.7417	0.8612
0.1913	1.9450	1344	0.5847	0.7266	0.5847	0.7647
0.1913	1.9479	1346	0.5382	0.7464	0.5382	0.7336
0.1913	1.9508	1348	0.5696	0.7179	0.5696	0.7547
0.1913	1.9537	1350	0.6248	0.7348	0.6248	0.7904
0.1913	1.9566	1352	0.6758	0.7348	0.6758	0.8221
0.1913	1.9595	1354	0.7765	0.7138	0.7765	0.8812
0.1913	1.9624	1356	0.6994	0.7287	0.6994	0.8363
0.1913	1.9653	1358	0.5489	0.7510	0.5489	0.7409
0.1913	1.9682	1360	0.4907	0.7568	0.4907	0.7005
0.1913	1.9711	1362	0.5217	0.7407	0.5217	0.7223
0.1913	1.9740	1364	0.6288	0.7586	0.6288	0.7930
0.1913	1.9768	1366	0.7695	0.7368	0.7695	0.8772
0.1913	1.9797	1368	0.7721	0.7368	0.7721	0.8787
0.1913	1.9826	1370	0.7137	0.7287	0.7137	0.8448
0.1913	1.9855	1372	0.6201	0.7449	0.6201	0.7874
0.1913	1.9884	1374	0.5103	0.7266	0.5103	0.7144
0.1913	1.9913	1376	0.4086	0.7789	0.4086	0.6392
0.1913	1.9942	1378	0.3959	0.7445	0.3959	0.6292
0.1913	1.9971	1380	0.4597	0.7742	0.4597	0.6780
0.1913	2.0	1382	0.5898	0.7640	0.5898	0.7680
0.1913	2.0029	1384	0.8369	0.7368	0.8369	0.9148
0.1913	2.0058	1386	1.0233	0.7605	1.0233	1.0116
0.1913	2.0087	1388	1.0164	0.7605	1.0164	1.0082
0.1913	2.0116	1390	0.9067	0.7778	0.9067	0.9522
0.1913	2.0145	1392	0.7185	0.7705	0.7185	0.8477
0.1913	2.0174	1394	0.5204	0.7544	0.5204	0.7214
0.1913	2.0203	1396	0.4443	0.5758	0.4443	0.6665
0.1913	2.0232	1398	0.4488	0.5758	0.4488	0.6699
0.1913	2.0260	1400	0.5142	0.7544	0.5142	0.7171
0.1913	2.0289	1402	0.5707	0.7449	0.5707	0.7555
0.1913	2.0318	1404	0.6385	0.7449	0.6385	0.7991
0.1913	2.0347	1406	0.6683	0.7586	0.6683	0.8175
0.1913	2.0376	1408	0.6140	0.7510	0.6140	0.7836
0.1913	2.0405	1410	0.4943	0.7266	0.4943	0.7031
0.1913	2.0434	1412	0.3981	0.7220	0.3981	0.6310
0.1913	2.0463	1414	0.3867	0.7220	0.3867	0.6219
0.1913	2.0492	1416	0.4215	0.7850	0.4215	0.6492
0.1913	2.0521	1418	0.5378	0.7266	0.5378	0.7333
0.1913	2.0550	1420	0.7322	0.7586	0.7322	0.8557
0.1913	2.0579	1422	0.8711	0.7605	0.8711	0.9333
0.1913	2.0608	1424	0.8854	0.7605	0.8854	0.9410
0.1913	2.0637	1426	0.7740	0.7778	0.7740	0.8798
0.1913	2.0666	1428	0.6173	0.776	0.6173	0.7857
0.1913	2.0695	1430	0.5044	0.7544	0.5044	0.7102
0.1913	2.0724	1432	0.4277	0.6751	0.4277	0.6540
0.1913	2.0753	1434	0.4328	0.6751	0.4328	0.6579
0.1913	2.0781	1436	0.5108	0.7544	0.5108	0.7147
0.1913	2.0810	1438	0.5867	0.8016	0.5867	0.7660
0.1913	2.0839	1440	0.6464	0.8016	0.6464	0.8040
0.1913	2.0868	1442	0.6660	0.8016	0.6660	0.8161
0.1913	2.0897	1444	0.7357	0.7967	0.7357	0.8577
0.1913	2.0926	1446	0.7172	0.7829	0.7172	0.8469
0.1913	2.0955	1448	0.6893	0.7829	0.6893	0.8303
0.1913	2.0984	1450	0.7055	0.7829	0.7055	0.8399
0.1913	2.1013	1452	0.7237	0.8078	0.7237	0.8507
0.1913	2.1042	1454	0.7342	0.8078	0.7342	0.8569
0.1913	2.1071	1456	0.6592	0.7829	0.6592	0.8119
0.1913	2.1100	1458	0.5867	0.7510	0.5867	0.7660
0.1913	2.1129	1460	0.6520	0.7586	0.6520	0.8075
0.1913	2.1158	1462	0.7428	0.7829	0.7428	0.8618
0.1913	2.1187	1464	0.7762	0.7829	0.7762	0.8810
0.1913	2.1216	1466	0.7209	0.7829	0.7209	0.8491
0.1913	2.1245	1468	0.6356	0.7829	0.6356	0.7973
0.1913	2.1274	1470	0.5125	0.7812	0.5125	0.7159
0.1913	2.1302	1472	0.4553	0.7607	0.4553	0.6748
0.1913	2.1331	1474	0.4657	0.7607	0.4657	0.6825
0.1913	2.1360	1476	0.5472	0.776	0.5472	0.7397
0.1913	2.1389	1478	0.6964	0.7829	0.6964	0.8345
0.1913	2.1418	1480	0.9105	0.7605	0.9105	0.9542
0.1913	2.1447	1482	1.0187	0.7956	1.0187	1.0093
0.1913	2.1476	1484	0.9528	0.7605	0.9528	0.9761
0.1913	2.1505	1486	0.7765	0.7778	0.7765	0.8812
0.1913	2.1534	1488	0.6587	0.8016	0.6587	0.8116
0.1913	2.1563	1490	0.5554	0.7640	0.5554	0.7453
0.1913	2.1592	1492	0.5447	0.7950	0.5447	0.7380
0.1913	2.1621	1494	0.5041	0.7863	0.5041	0.7100
0.1913	2.1650	1496	0.4983	0.6751	0.4983	0.7059
0.1913	2.1679	1498	0.5242	0.7544	0.5242	0.7240
0.1324	2.1708	1500	0.6113	0.8016	0.6113	0.7818
0.1324	2.1737	1502	0.7665	0.8279	0.7665	0.8755
0.1324	2.1766	1504	0.8822	0.7778	0.8822	0.9393
0.1324	2.1795	1506	0.8646	0.7778	0.8646	0.9299
0.1324	2.1823	1508	0.7315	0.8016	0.7315	0.8553
0.1324	2.1852	1510	0.5453	0.7686	0.5453	0.7385
0.1324	2.1881	1512	0.4654	0.6547	0.4654	0.6822
0.1324	2.1910	1514	0.4595	0.7009	0.4595	0.6779
0.1324	2.1939	1516	0.5059	0.7429	0.5059	0.7112
0.1324	2.1968	1518	0.5920	0.7510	0.5920	0.7694
0.1324	2.1997	1520	0.7107	0.7829	0.7107	0.8430
0.1324	2.2026	1522	0.7094	0.7829	0.7094	0.8423
0.1324	2.2055	1524	0.6857	0.7829	0.6857	0.8281
0.1324	2.2084	1526	0.6529	0.8016	0.6529	0.8080
0.1324	2.2113	1528	0.5683	0.7950	0.5683	0.7538
0.1324	2.2142	1530	0.4808	0.7568	0.4808	0.6934
0.1324	2.2171	1532	0.4593	0.7568	0.4593	0.6777
0.1324	2.2200	1534	0.4841	0.7328	0.4841	0.6958
0.1324	2.2229	1536	0.5145	0.7179	0.5145	0.7173
0.1324	2.2258	1538	0.5691	0.7407	0.5691	0.7544
0.1324	2.2287	1540	0.5856	0.7510	0.5856	0.7652
0.1324	2.2315	1542	0.5712	0.7510	0.5712	0.7558
0.1324	2.2344	1544	0.5728	0.7266	0.5728	0.7568
0.1324	2.2373	1546	0.5567	0.7179	0.5567	0.7461
0.1324	2.2402	1548	0.5082	0.7464	0.5082	0.7129
0.1324	2.2431	1550	0.5084	0.7464	0.5084	0.7130
0.1324	2.2460	1552	0.5361	0.7317	0.5361	0.7322
0.1324	2.2489	1554	0.5332	0.7042	0.5332	0.7302
0.1324	2.2518	1556	0.5590	0.7260	0.5590	0.7476
0.1324	2.2547	1558	0.6093	0.7260	0.6093	0.7806
0.1324	2.2576	1560	0.6479	0.7586	0.6479	0.8050
0.1324	2.2605	1562	0.7065	0.7829	0.7065	0.8406
0.1324	2.2634	1564	0.6860	0.7829	0.6860	0.8283
0.1324	2.2663	1566	0.6091	0.7586	0.6091	0.7805
0.1324	2.2692	1568	0.5150	0.7686	0.5150	0.7176
0.1324	2.2721	1570	0.4676	0.7863	0.4676	0.6838
0.1324	2.2750	1572	0.4866	0.8	0.4866	0.6975
0.1324	2.2779	1574	0.5295	0.7348	0.5295	0.7277
0.1324	2.2808	1576	0.5770	0.7348	0.5770	0.7596
0.1324	2.2836	1578	0.5731	0.7260	0.5731	0.7570
0.1324	2.2865	1580	0.5208	0.7260	0.5208	0.7216
0.1324	2.2894	1582	0.5233	0.7260	0.5233	0.7234
0.1324	2.2923	1584	0.5424	0.7260	0.5424	0.7364
0.1324	2.2952	1586	0.6257	0.7482	0.6257	0.7910
0.1324	2.2981	1588	0.6579	0.7586	0.6579	0.8111
0.1324	2.3010	1590	0.6488	0.7586	0.6488	0.8055
0.1324	2.3039	1592	0.6084	0.7829	0.6084	0.7800
0.1324	2.3068	1594	0.5523	0.7640	0.5523	0.7432
0.1324	2.3097	1596	0.5441	0.7510	0.5441	0.7376
0.1324	2.3126	1598	0.5901	0.8016	0.5901	0.7682
0.1324	2.3155	1600	0.6260	0.7829	0.6260	0.7912
0.1324	2.3184	1602	0.6434	0.7829	0.6434	0.8021
0.1324	2.3213	1604	0.6190	0.8016	0.6190	0.7868
0.1324	2.3242	1606	0.5824	0.8016	0.5824	0.7631
0.1324	2.3271	1608	0.5097	0.7640	0.5097	0.7139
0.1324	2.3300	1610	0.5044	0.7640	0.5044	0.7102
0.1324	2.3329	1612	0.5641	0.8016	0.5641	0.7511
0.1324	2.3357	1614	0.6071	0.8016	0.6071	0.7792
0.1324	2.3386	1616	0.6175	0.7829	0.6175	0.7858
0.1324	2.3415	1618	0.5711	0.8016	0.5711	0.7557
0.1324	2.3444	1620	0.5377	0.8016	0.5377	0.7333
0.1324	2.3473	1622	0.5540	0.8016	0.5540	0.7443
0.1324	2.3502	1624	0.5294	0.8016	0.5294	0.7276
0.1324	2.3531	1626	0.5081	0.7510	0.5081	0.7128
0.1324	2.3560	1628	0.4460	0.8069	0.4460	0.6678
0.1324	2.3589	1630	0.4020	0.8069	0.4020	0.6340
0.1324	2.3618	1632	0.3805	0.8069	0.3805	0.6168
0.1324	2.3647	1634	0.4012	0.8069	0.4012	0.6334
0.1324	2.3676	1636	0.4889	0.7805	0.4889	0.6992
0.1324	2.3705	1638	0.6249	0.8218	0.6249	0.7905
0.1324	2.3734	1640	0.6318	0.8218	0.6318	0.7949
0.1324	2.3763	1642	0.5349	0.8165	0.5349	0.7314
0.1324	2.3792	1644	0.5071	0.7510	0.5071	0.7121
0.1324	2.3821	1646	0.5435	0.8016	0.5435	0.7372
0.1324	2.3849	1648	0.5641	0.8016	0.5641	0.7510
0.1324	2.3878	1650	0.5925	0.8409	0.5925	0.7697
0.1324	2.3907	1652	0.5765	0.8409	0.5765	0.7593
0.1324	2.3936	1654	0.5928	0.8409	0.5928	0.7699
0.1324	2.3965	1656	0.5304	0.8409	0.5304	0.7283
0.1324	2.3994	1658	0.4689	0.7926	0.4689	0.6848
0.1324	2.4023	1660	0.4467	0.7926	0.4467	0.6683
0.1324	2.4052	1662	0.5068	0.7926	0.5068	0.7119
0.1324	2.4081	1664	0.6579	0.8178	0.6579	0.8111
0.1324	2.4110	1666	0.7669	0.8000	0.7669	0.8757
0.1324	2.4139	1668	0.7881	0.8000	0.7881	0.8877
0.1324	2.4168	1670	0.6942	0.8350	0.6942	0.8332
0.1324	2.4197	1672	0.5713	0.7758	0.5713	0.7558
0.1324	2.4226	1674	0.5096	0.7926	0.5096	0.7139
0.1324	2.4255	1676	0.4184	0.7742	0.4184	0.6468
0.1324	2.4284	1678	0.3885	0.7742	0.3885	0.6233
0.1324	2.4313	1680	0.4250	0.7971	0.4250	0.6519
0.1324	2.4342	1682	0.4819	0.7926	0.4819	0.6942
0.1324	2.4370	1684	0.6030	0.776	0.6030	0.7765
0.1324	2.4399	1686	0.7355	0.8178	0.7355	0.8576
0.1324	2.4428	1688	0.7820	0.8000	0.7820	0.8843
0.1324	2.4457	1690	0.6938	0.8178	0.6938	0.8329
0.1324	2.4486	1692	0.6725	0.7829	0.6725	0.8201
0.1324	2.4515	1694	0.6342	0.7829	0.6342	0.7964
0.1324	2.4544	1696	0.5813	0.8016	0.5813	0.7624
0.1324	2.4573	1698	0.5248	0.776	0.5248	0.7244
0.1324	2.4602	1700	0.4768	0.7407	0.4768	0.6905
0.1324	2.4631	1702	0.5034	0.7317	0.5034	0.7095
0.1324	2.4660	1704	0.4823	0.7697	0.4823	0.6945
0.1324	2.4689	1706	0.4863	0.7317	0.4863	0.6974
0.1324	2.4718	1708	0.5214	0.7407	0.5214	0.7221
0.1324	2.4747	1710	0.5956	0.7829	0.5956	0.7718
0.1324	2.4776	1712	0.6738	0.7829	0.6738	0.8209
0.1324	2.4805	1714	0.7302	0.7829	0.7302	0.8545
0.1324	2.4834	1716	0.7018	0.7829	0.7018	0.8378
0.1324	2.4863	1718	0.6191	0.8016	0.6191	0.7869
0.1324	2.4891	1720	0.5718	0.8220	0.5718	0.7562
0.1324	2.4920	1722	0.5554	0.8220	0.5554	0.7453
0.1324	2.4949	1724	0.5422	0.7950	0.5422	0.7363
0.1324	2.4978	1726	0.5175	0.7686	0.5175	0.7193
0.1324	2.5007	1728	0.5436	0.7950	0.5436	0.7373
0.1324	2.5036	1730	0.5543	0.7950	0.5543	0.7445
0.1324	2.5065	1732	0.5937	0.8220	0.5937	0.7705
0.1324	2.5094	1734	0.6435	0.7829	0.6435	0.8022
0.1324	2.5123	1736	0.6570	0.8016	0.6570	0.8106
0.1324	2.5152	1738	0.6088	0.8220	0.6088	0.7803
0.1324	2.5181	1740	0.5624	0.7950	0.5624	0.7499
0.1324	2.5210	1742	0.5941	0.776	0.5941	0.7708
0.1324	2.5239	1744	0.6632	0.8178	0.6632	0.8143
0.1324	2.5268	1746	0.6139	0.8123	0.6139	0.7835
0.1324	2.5297	1748	0.4926	0.7568	0.4926	0.7019
0.1324	2.5326	1750	0.4550	0.7742	0.4550	0.6745
0.1324	2.5355	1752	0.4721	0.7568	0.4721	0.6871
0.1324	2.5384	1754	0.5221	0.7266	0.5221	0.7226
0.1324	2.5412	1756	0.5545	0.7510	0.5545	0.7447
0.1324	2.5441	1758	0.5098	0.7510	0.5098	0.7140
0.1324	2.5470	1760	0.4850	0.7510	0.4850	0.6964
0.1324	2.5499	1762	0.4510	0.7407	0.4510	0.6716
0.1324	2.5528	1764	0.4166	0.7742	0.4166	0.6454
0.1324	2.5557	1766	0.4064	0.7742	0.4064	0.6375
0.1324	2.5586	1768	0.4221	0.7742	0.4221	0.6497
0.1324	2.5615	1770	0.5057	0.8	0.5057	0.7111
0.1324	2.5644	1772	0.6472	0.8013	0.6472	0.8045
0.1324	2.5673	1774	0.7403	0.8000	0.7403	0.8604
0.1324	2.5702	1776	0.7220	0.8000	0.7220	0.8497
0.1324	2.5731	1778	0.6361	0.8123	0.6361	0.7975
0.1324	2.5760	1780	0.5828	0.7510	0.5828	0.7634
0.1324	2.5789	1782	0.5328	0.7686	0.5328	0.7299
0.1324	2.5818	1784	0.5402	0.7686	0.5402	0.7350
0.1324	2.5847	1786	0.5374	0.7544	0.5374	0.7330
0.1324	2.5876	1788	0.5401	0.776	0.5401	0.7349
0.1324	2.5904	1790	0.5977	0.8218	0.5977	0.7731
0.1324	2.5933	1792	0.6258	0.8218	0.6258	0.7911
0.1324	2.5962	1794	0.5411	0.7758	0.5411	0.7356
0.1324	2.5991	1796	0.4321	0.7805	0.4321	0.6573
0.1324	2.6020	1798	0.3854	0.7948	0.3854	0.6208
0.1324	2.6049	1800	0.3757	0.8073	0.3757	0.6130
0.1324	2.6078	1802	0.4443	0.8069	0.4443	0.6665
0.1324	2.6107	1804	0.5429	0.7758	0.5429	0.7368
0.1324	2.6136	1806	0.5784	0.7758	0.5784	0.7605
0.1324	2.6165	1808	0.5268	0.7407	0.5268	0.7258
0.1324	2.6194	1810	0.4655	0.7407	0.4655	0.6822
0.1324	2.6223	1812	0.3926	0.7623	0.3926	0.6266
0.1324	2.6252	1814	0.4125	0.7623	0.4125	0.6423
0.1324	2.6281	1816	0.4764	0.7407	0.4764	0.6902
0.1324	2.6310	1818	0.4398	0.8069	0.4398	0.6632
0.1324	2.6339	1820	0.4133	0.7850	0.4133	0.6429
0.1324	2.6368	1822	0.4596	0.7805	0.4596	0.6779
0.1324	2.6397	1824	0.6224	0.8042	0.6224	0.7889
0.1324	2.6425	1826	0.7132	0.8042	0.7132	0.8445
0.1324	2.6454	1828	0.6785	0.8218	0.6785	0.8237
0.1324	2.6483	1830	0.5882	0.7879	0.5882	0.7670
0.1324	2.6512	1832	0.4976	0.7805	0.4976	0.7054
0.1324	2.6541	1834	0.4104	0.7805	0.4104	0.6406
0.1324	2.6570	1836	0.3645	0.8328	0.3645	0.6037
0.1324	2.6599	1838	0.3879	0.8158	0.3879	0.6228
0.1324	2.6628	1840	0.5097	0.8372	0.5097	0.7139
0.1324	2.6657	1842	0.7174	0.8217	0.7174	0.8470
0.1324	2.6686	1844	0.7684	0.7879	0.7684	0.8766
0.1324	2.6715	1846	0.6644	0.8042	0.6644	0.8151
0.1324	2.6744	1848	0.4917	0.8028	0.4917	0.7012
0.1324	2.6773	1850	0.3442	0.8158	0.3442	0.5867
0.1324	2.6802	1852	0.3142	0.7682	0.3142	0.5606
0.1324	2.6831	1854	0.3437	0.7623	0.3437	0.5863
0.1324	2.6860	1856	0.4013	0.7407	0.4013	0.6335
0.1324	2.6889	1858	0.4983	0.7640	0.4983	0.7059
0.1324	2.6918	1860	0.5688	0.776	0.5688	0.7542
0.1324	2.6946	1862	0.5496	0.776	0.5496	0.7413
0.1324	2.6975	1864	0.4754	0.8028	0.4754	0.6895
0.1324	2.7004	1866	0.4616	0.8028	0.4616	0.6794
0.1324	2.7033	1868	0.4219	0.7805	0.4219	0.6495
0.1324	2.7062	1870	0.4216	0.7805	0.4216	0.6493
0.1324	2.7091	1872	0.3991	0.7805	0.3991	0.6317
0.1324	2.7120	1874	0.4087	0.7805	0.4087	0.6393
0.1324	2.7149	1876	0.4798	0.8028	0.4798	0.6927
0.1324	2.7178	1878	0.6029	0.7640	0.6029	0.7765
0.1324	2.7207	1880	0.6034	0.7986	0.6034	0.7768
0.1324	2.7236	1882	0.6025	0.7986	0.6025	0.7762
0.1324	2.7265	1884	0.5738	0.7986	0.5738	0.7575
0.1324	2.7294	1886	0.5834	0.8170	0.5834	0.7638
0.1324	2.7323	1888	0.5612	0.8170	0.5612	0.7491
0.1324	2.7352	1890	0.5060	0.8339	0.5060	0.7113
0.1324	2.7381	1892	0.4758	0.7805	0.4758	0.6898
0.1324	2.7410	1894	0.5067	0.7640	0.5067	0.7119
0.1324	2.7438	1896	0.5836	0.8372	0.5836	0.7640
0.1324	2.7467	1898	0.6004	0.8372	0.6004	0.7749
0.1324	2.7496	1900	0.5564	0.8123	0.5564	0.7459
0.1324	2.7525	1902	0.5416	0.776	0.5416	0.7360
0.1324	2.7554	1904	0.5432	0.8372	0.5432	0.7371
0.1324	2.7583	1906	0.5369	0.8123	0.5369	0.7327
0.1324	2.7612	1908	0.4853	0.8121	0.4853	0.6966
0.1324	2.7641	1910	0.5115	0.8339	0.5115	0.7152
0.1324	2.7670	1912	0.5234	0.8339	0.5234	0.7235
0.1324	2.7699	1914	0.5643	0.7820	0.5643	0.7512
0.1324	2.7728	1916	0.5190	0.7758	0.5190	0.7204
0.1324	2.7757	1918	0.4493	0.8121	0.4493	0.6703
0.1324	2.7786	1920	0.4311	0.7568	0.4311	0.6566
0.1324	2.7815	1922	0.4948	0.7879	0.4948	0.7034
0.1324	2.7844	1924	0.5515	0.8123	0.5515	0.7426
0.1324	2.7873	1926	0.6058	0.8627	0.6058	0.7783
0.1324	2.7902	1928	0.5767	0.8372	0.5767	0.7594
0.1324	2.7931	1930	0.5252	0.8123	0.5252	0.7247
0.1324	2.7959	1932	0.4202	0.8	0.4202	0.6482
0.1324	2.7988	1934	0.3765	0.8244	0.3765	0.6136
0.1324	2.8017	1936	0.3870	0.8069	0.3870	0.6221
0.1324	2.8046	1938	0.3469	0.7948	0.3469	0.5890
0.1324	2.8075	1940	0.3328	0.7948	0.3328	0.5769
0.1324	2.8104	1942	0.3571	0.7948	0.3571	0.5976
0.1324	2.8133	1944	0.3493	0.7948	0.3493	0.5911
0.1324	2.8162	1946	0.3495	0.8069	0.3495	0.5911
0.1324	2.8191	1948	0.4081	0.8069	0.4081	0.6388
0.1324	2.8220	1950	0.4674	0.8063	0.4674	0.6836
0.1324	2.8249	1952	0.4521	0.8063	0.4521	0.6724
0.1324	2.8278	1954	0.3975	0.7812	0.3975	0.6305
0.1324	2.8307	1956	0.3650	0.7490	0.3650	0.6041
0.1324	2.8336	1958	0.4097	0.7692	0.4097	0.6401
0.1324	2.8365	1960	0.4744	0.7812	0.4744	0.6887
0.1324	2.8394	1962	0.4385	0.7812	0.4385	0.6622
0.1324	2.8423	1964	0.3598	0.7490	0.3598	0.5999
0.1324	2.8452	1966	0.3340	0.7490	0.3340	0.5779
0.1324	2.8480	1968	0.3611	0.7607	0.3611	0.6009
0.1324	2.8509	1970	0.4147	0.8	0.4147	0.6440
0.1324	2.8538	1972	0.5086	0.7510	0.5086	0.7132
0.1324	2.8567	1974	0.6470	0.8178	0.6470	0.8044
0.1324	2.8596	1976	0.6819	0.8178	0.6819	0.8258
0.1324	2.8625	1978	0.6209	0.8178	0.6209	0.7880
0.1324	2.8654	1980	0.5220	0.776	0.5220	0.7225
0.1324	2.8683	1982	0.4690	0.7926	0.4690	0.6848
0.1324	2.8712	1984	0.4422	0.7686	0.4422	0.6650
0.1324	2.8741	1986	0.4111	0.7607	0.4111	0.6412
0.1324	2.8770	1988	0.3865	0.8048	0.3865	0.6217
0.1324	2.8799	1990	0.3914	0.8244	0.3914	0.6256
0.1324	2.8828	1992	0.4554	0.8205	0.4554	0.6748
0.1324	2.8857	1994	0.5560	0.8178	0.5560	0.7456
0.1324	2.8886	1996	0.6090	0.8178	0.6090	0.7804
0.1324	2.8915	1998	0.5401	0.8123	0.5401	0.7349
0.1054	2.8944	2000	0.4187	0.8244	0.4187	0.6471
0.1054	2.8973	2002	0.3246	0.7789	0.3246	0.5697
0.1054	2.9001	2004	0.2667	0.7835	0.2667	0.5164
0.1054	2.9030	2006	0.2545	0.7835	0.2545	0.5045
0.1054	2.9059	2008	0.2824	0.7569	0.2824	0.5314
0.1054	2.9088	2010	0.3792	0.7789	0.3792	0.6158
0.1054	2.9117	2012	0.5511	0.8218	0.5511	0.7424
0.1054	2.9146	2014	0.6359	0.8000	0.6359	0.7974
0.1054	2.9175	2016	0.6107	0.8178	0.6107	0.7815
0.1054	2.9204	2018	0.5209	0.8409	0.5209	0.7217
0.1054	2.9233	2020	0.4853	0.8444	0.4853	0.6966
0.1054	2.9262	2022	0.4760	0.8444	0.4760	0.6900
0.1054	2.9291	2024	0.4591	0.8205	0.4591	0.6776
0.1054	2.9320	2026	0.5131	0.8256	0.5131	0.7163
0.1054	2.9349	2028	0.5334	0.8383	0.5334	0.7304
0.1054	2.9378	2030	0.4949	0.7805	0.4949	0.7035
0.1054	2.9407	2032	0.4439	0.7697	0.4439	0.6663
0.1054	2.9436	2034	0.4123	0.7789	0.4123	0.6421
0.1054	2.9465	2036	0.3896	0.7910	0.3896	0.6242
0.1054	2.9493	2038	0.3898	0.7910	0.3898	0.6243
0.1054	2.9522	2040	0.4297	0.7177	0.4297	0.6555
0.1054	2.9551	2042	0.4960	0.7266	0.4960	0.7042
0.1054	2.9580	2044	0.5173	0.7640	0.5173	0.7192
0.1054	2.9609	2046	0.4904	0.7027	0.4904	0.7003
0.1054	2.9638	2048	0.4295	0.7244	0.4295	0.6553
0.1054	2.9667	2050	0.4387	0.7244	0.4387	0.6623
0.1054	2.9696	2052	0.4603	0.7464	0.4603	0.6785
0.1054	2.9725	2054	0.4965	0.7692	0.4965	0.7046
0.1054	2.9754	2056	0.4739	0.7692	0.4739	0.6884
0.1054	2.9783	2058	0.4683	0.7692	0.4683	0.6843
0.1054	2.9812	2060	0.4159	0.7675	0.4159	0.6449
0.1054	2.9841	2062	0.3709	0.7675	0.3709	0.6091
0.1054	2.9870	2064	0.4004	0.7490	0.4004	0.6328
0.1054	2.9899	2066	0.4650	0.8108	0.4650	0.6819
0.1054	2.9928	2068	0.5483	0.7986	0.5483	0.7405
0.1054	2.9957	2070	0.5615	0.8123	0.5615	0.7493
0.1054	2.9986	2072	0.5074	0.8165	0.5074	0.7123
0.1054	3.0014	2074	0.4813	0.7429	0.4813	0.6938
0.1054	3.0043	2076	0.4201	0.7742	0.4201	0.6481
0.1054	3.0072	2078	0.3673	0.8151	0.3673	0.6061
0.1054	3.0101	2080	0.3685	0.8151	0.3685	0.6070
0.1054	3.0130	2082	0.3990	0.8151	0.3990	0.6317
0.1054	3.0159	2084	0.4506	0.8151	0.4506	0.6713
0.1054	3.0188	2086	0.4770	0.8293	0.4770	0.6906
0.1054	3.0217	2088	0.4503	0.8069	0.4503	0.6710
0.1054	3.0246	2090	0.4569	0.7850	0.4569	0.6760
0.1054	3.0275	2092	0.5026	0.7926	0.5026	0.7090
0.1054	3.0304	2094	0.5825	0.7941	0.5825	0.7632
0.1054	3.0333	2096	0.6580	0.7774	0.6580	0.8112
0.1054	3.0362	2098	0.6503	0.7774	0.6503	0.8064
0.1054	3.0391	2100	0.5896	0.7586	0.5896	0.7679
0.1054	3.0420	2102	0.4989	0.7926	0.4989	0.7063
0.1054	3.0449	2104	0.4965	0.7926	0.4965	0.7046
0.1054	3.0478	2106	0.5648	0.7640	0.5648	0.7515
0.1054	3.0507	2108	0.5866	0.776	0.5866	0.7659
0.1054	3.0535	2110	0.5727	0.776	0.5727	0.7567
0.1054	3.0564	2112	0.4838	0.7273	0.4838	0.6956
0.1054	3.0593	2114	0.4157	0.7342	0.4157	0.6448
0.1054	3.0622	2116	0.3909	0.7342	0.3909	0.6252
0.1054	3.0651	2118	0.4274	0.7342	0.4274	0.6537
0.1054	3.0680	2120	0.5322	0.7950	0.5322	0.7295
0.1054	3.0709	2122	0.6364	0.7829	0.6364	0.7978
0.1054	3.0738	2124	0.6914	0.8178	0.6914	0.8315
0.1054	3.0767	2126	0.6543	0.7829	0.6543	0.8089
0.1054	3.0796	2128	0.5629	0.7586	0.5629	0.7503
0.1054	3.0825	2130	0.4436	0.8014	0.4436	0.6660
0.1054	3.0854	2132	0.3995	0.7675	0.3995	0.6321
0.1054	3.0883	2134	0.4132	0.7675	0.4132	0.6428
0.1054	3.0912	2136	0.4807	0.8063	0.4807	0.6933
0.1054	3.0941	2138	0.5035	0.8063	0.5035	0.7096
0.1054	3.0970	2140	0.4604	0.7879	0.4604	0.6785
0.1054	3.0999	2142	0.4357	0.7607	0.4357	0.6600
0.1054	3.1027	2144	0.4385	0.8306	0.4385	0.6622
0.1054	3.1056	2146	0.5061	0.8264	0.5061	0.7114
0.1054	3.1085	2148	0.5862	0.8372	0.5862	0.7656
0.1054	3.1114	2150	0.5933	0.8372	0.5933	0.7703
0.1054	3.1143	2152	0.5272	0.776	0.5272	0.7261
0.1054	3.1172	2154	0.4354	0.8151	0.4354	0.6598
0.1054	3.1201	2156	0.3623	0.8151	0.3623	0.6019
0.1054	3.1230	2158	0.2960	0.6908	0.2960	0.5441
0.1054	3.1259	2160	0.2809	0.6431	0.2809	0.5300
0.1054	3.1288	2162	0.2957	0.7220	0.2957	0.5438
0.1054	3.1317	2164	0.3294	0.7789	0.3294	0.5739
0.1054	3.1346	2166	0.3953	0.8293	0.3953	0.6287
0.1054	3.1375	2168	0.4580	0.8028	0.4580	0.6767
0.1054	3.1404	2170	0.4621	0.8028	0.4621	0.6798
0.1054	3.1433	2172	0.4428	0.8028	0.4428	0.6654
0.1054	3.1462	2174	0.4269	0.7850	0.4269	0.6534
0.1054	3.1491	2176	0.4062	0.7850	0.4062	0.6373
0.1054	3.1520	2178	0.3927	0.7675	0.3927	0.6267
0.1054	3.1548	2180	0.4299	0.7623	0.4299	0.6557
0.1054	3.1577	2182	0.4630	0.7692	0.4630	0.6804
0.1054	3.1606	2184	0.5439	0.8028	0.5439	0.7375
0.1054	3.1635	2186	0.6512	0.7941	0.6512	0.8070
0.1054	3.1664	2188	0.6594	0.8123	0.6594	0.8120
0.1054	3.1693	2190	0.5857	0.8123	0.5857	0.7653
0.1054	3.1722	2192	0.4624	0.7863	0.4624	0.6800
0.1054	3.1751	2194	0.3664	0.6842	0.3664	0.6053
0.1054	3.1780	2196	0.3362	0.6842	0.3362	0.5798
0.1054	3.1809	2198	0.3229	0.6842	0.3229	0.5682
0.1054	3.1838	2200	0.3403	0.7569	0.3403	0.5834
0.1054	3.1867	2202	0.3810	0.7569	0.3810	0.6173
0.1054	3.1896	2204	0.4833	0.8158	0.4833	0.6952
0.1054	3.1925	2206	0.5728	0.8383	0.5728	0.7568
0.1054	3.1954	2208	0.5662	0.8627	0.5662	0.7525
0.1054	3.1983	2210	0.5141	0.8339	0.5141	0.7170
0.1054	3.2012	2212	0.4222	0.7910	0.4222	0.6497
0.1054	3.2041	2214	0.3702	0.7569	0.3702	0.6084
0.1054	3.2069	2216	0.3328	0.7569	0.3328	0.5769
0.1054	3.2098	2218	0.3422	0.7569	0.3422	0.5849
0.1054	3.2127	2220	0.3971	0.8014	0.3971	0.6302
0.1054	3.2156	2222	0.5210	0.8339	0.5210	0.7218
0.1054	3.2185	2224	0.6781	0.7709	0.6781	0.8235
0.1054	3.2214	2226	0.7289	0.7619	0.7289	0.8537
0.1054	3.2243	2228	0.6702	0.7921	0.6702	0.8186
0.1054	3.2272	2230	0.5371	0.8339	0.5371	0.7329
0.1054	3.2301	2232	0.4274	0.7850	0.4274	0.6537
0.1054	3.2330	2234	0.3993	0.8014	0.3993	0.6319
0.1054	3.2359	2236	0.4262	0.8397	0.4262	0.6528
0.1054	3.2388	2238	0.4794	0.8	0.4794	0.6924
0.1054	3.2417	2240	0.4858	0.8158	0.4858	0.6970
0.1054	3.2446	2242	0.4950	0.8158	0.4950	0.7036
0.1054	3.2475	2244	0.4642	0.8158	0.4642	0.6813
0.1054	3.2504	2246	0.4725	0.7879	0.4725	0.6874
0.1054	3.2533	2248	0.4563	0.7686	0.4563	0.6755
0.1054	3.2562	2250	0.4372	0.7328	0.4372	0.6612
0.1054	3.2590	2252	0.3868	0.7094	0.3868	0.6219
0.1054	3.2619	2254	0.4033	0.7094	0.4033	0.6350
0.1054	3.2648	2256	0.4890	0.7692	0.4890	0.6993
0.1054	3.2677	2258	0.5939	0.7758	0.5939	0.7707
0.1054	3.2706	2260	0.6497	0.8082	0.6497	0.8060
0.1054	3.2735	2262	0.6321	0.8082	0.6321	0.7951
0.1054	3.2764	2264	0.5272	0.7926	0.5272	0.7261
0.1054	3.2793	2266	0.4324	0.7328	0.4324	0.6576
0.1054	3.2822	2268	0.3845	0.7094	0.3845	0.6201
0.1054	3.2851	2270	0.3863	0.7094	0.3863	0.6215
0.1054	3.2880	2272	0.4106	0.7490	0.4106	0.6408
0.1054	3.2909	2274	0.4083	0.7490	0.4083	0.6390
0.1054	3.2938	2276	0.4021	0.7490	0.4021	0.6341
0.1054	3.2967	2278	0.4379	0.7328	0.4379	0.6617
0.1054	3.2996	2280	0.5336	0.8016	0.5336	0.7305
0.1054	3.3025	2282	0.5812	0.8016	0.5812	0.7624
0.1054	3.3054	2284	0.5601	0.8016	0.5601	0.7484
0.1054	3.3082	2286	0.4832	0.8069	0.4832	0.6952
0.1054	3.3111	2288	0.4277	0.7742	0.4277	0.6540
0.1054	3.3140	2290	0.4227	0.7742	0.4227	0.6501
0.1054	3.3169	2292	0.4487	0.7742	0.4487	0.6699
0.1054	3.3198	2294	0.4229	0.7742	0.4228	0.6503
0.1054	3.3227	2296	0.3875	0.7425	0.3875	0.6225
0.1054	3.3256	2298	0.3477	0.7425	0.3477	0.5896
0.1054	3.3285	2300	0.3626	0.7425	0.3626	0.6022
0.1054	3.3314	2302	0.4020	0.7518	0.4020	0.6340
0.1054	3.3343	2304	0.4237	0.7518	0.4237	0.6509
0.1054	3.3372	2306	0.4643	0.7863	0.4643	0.6814
0.1054	3.3401	2308	0.5238	0.7510	0.5238	0.7238
0.1054	3.3430	2310	0.5324	0.7926	0.5324	0.7296
0.1054	3.3459	2312	0.4613	0.7850	0.4613	0.6792
0.1054	3.3488	2314	0.3868	0.7425	0.3868	0.6219
0.1054	3.3517	2316	0.3808	0.7425	0.3808	0.6171
0.1054	3.3546	2318	0.4167	0.7742	0.4167	0.6456
0.1054	3.3575	2320	0.5062	0.7971	0.5062	0.7114
0.1054	3.3603	2322	0.5710	0.7758	0.5710	0.7557
0.1054	3.3632	2324	0.5381	0.8028	0.5381	0.7336
0.1054	3.3661	2326	0.4725	0.7971	0.4725	0.6874
0.1054	3.3690	2328	0.4121	0.7623	0.4121	0.6419
0.1054	3.3719	2330	0.3988	0.7795	0.3988	0.6315
0.1054	3.3748	2332	0.4329	0.7342	0.4329	0.6580
0.1054	3.3777	2334	0.4798	0.7607	0.4798	0.6927
0.1054	3.3806	2336	0.5224	0.7686	0.5224	0.7228
0.1054	3.3835	2338	0.5469	0.8063	0.5469	0.7395
0.1054	3.3864	2340	0.5111	0.7686	0.5111	0.7149
0.1054	3.3893	2342	0.4513	0.7429	0.4513	0.6718
0.1054	3.3922	2344	0.3742	0.7675	0.3742	0.6117
0.1054	3.3951	2346	0.3266	0.7569	0.3266	0.5715
0.1054	3.3980	2348	0.3135	0.7569	0.3135	0.5599
0.1054	3.4009	2350	0.3404	0.7569	0.3404	0.5834
0.1054	3.4038	2352	0.3940	0.7789	0.3940	0.6277
0.1054	3.4067	2354	0.4704	0.7586	0.4704	0.6859
0.1054	3.4096	2356	0.5218	0.8123	0.5218	0.7223
0.1054	3.4124	2358	0.5017	0.7812	0.5017	0.7083
0.1054	3.4153	2360	0.4725	0.8108	0.4725	0.6874
0.1054	3.4182	2362	0.4756	0.8108	0.4756	0.6896
0.1054	3.4211	2364	0.5289	0.7812	0.5289	0.7273
0.1054	3.4240	2366	0.5810	0.8078	0.5810	0.7622
0.1054	3.4269	2368	0.6558	0.7895	0.6558	0.8098
0.1054	3.4298	2370	0.6506	0.8078	0.6506	0.8066
0.1054	3.4327	2372	0.5753	0.7705	0.5753	0.7585
0.1054	3.4356	2374	0.4822	0.7544	0.4822	0.6944
0.1054	3.4385	2376	0.4072	0.7879	0.4072	0.6381
0.1054	3.4414	2378	0.3726	0.8306	0.3726	0.6104
0.1054	3.4443	2380	0.3341	0.7789	0.3341	0.5780
0.1054	3.4472	2382	0.3308	0.7789	0.3308	0.5751
0.1054	3.4501	2384	0.3909	0.8014	0.3909	0.6252
0.1054	3.4530	2386	0.4528	0.8158	0.4528	0.6729
0.1054	3.4559	2388	0.5161	0.8323	0.5161	0.7184
0.1054	3.4588	2390	0.5080	0.8483	0.5080	0.7127
0.1054	3.4616	2392	0.4476	0.7697	0.4476	0.6690
0.1054	3.4645	2394	0.4345	0.7850	0.4345	0.6591
0.1054	3.4674	2396	0.4363	0.7850	0.4363	0.6605
0.1054	3.4703	2398	0.4750	0.8108	0.4750	0.6892
0.1054	3.4732	2400	0.5581	0.7296	0.5581	0.7471
0.1054	3.4761	2402	0.6707	0.7529	0.6707	0.8190
0.1054	3.4790	2404	0.6844	0.7778	0.6844	0.8273
0.1054	3.4819	2406	0.6294	0.7705	0.6294	0.7934
0.1054	3.4848	2408	0.5549	0.7364	0.5549	0.7449
0.1054	3.4877	2410	0.5715	0.776	0.5715	0.7560
0.1054	3.4906	2412	0.6214	0.7287	0.6214	0.7883
0.1054	3.4935	2414	0.5870	0.7986	0.5870	0.7661
0.1054	3.4964	2416	0.4831	0.8028	0.4831	0.6950
0.1054	3.4993	2418	0.3690	0.7569	0.3690	0.6075
0.1054	3.5022	2420	0.3354	0.7569	0.3354	0.5791
0.1054	3.5051	2422	0.3547	0.7569	0.3547	0.5956
0.1054	3.5080	2424	0.4268	0.7518	0.4268	0.6533
0.1054	3.5109	2426	0.5464	0.7986	0.5464	0.7392
0.1054	3.5137	2428	0.6457	0.7941	0.6457	0.8036
0.1054	3.5166	2430	0.6359	0.7895	0.6359	0.7974
0.1054	3.5195	2432	0.5542	0.776	0.5542	0.7445
0.1054	3.5224	2434	0.4716	0.7544	0.4716	0.6867
0.1054	3.5253	2436	0.4264	0.7342	0.4264	0.6530
0.1054	3.5282	2438	0.4161	0.6903	0.4161	0.6451
0.1054	3.5311	2440	0.4211	0.7607	0.4211	0.6489
0.1054	3.5340	2442	0.4124	0.7342	0.4124	0.6422
0.1054	3.5369	2444	0.4433	0.7879	0.4433	0.6658
0.1054	3.5398	2446	0.4886	0.7364	0.4886	0.6990
0.1054	3.5427	2448	0.5050	0.7364	0.5050	0.7107
0.1054	3.5456	2450	0.5251	0.776	0.5251	0.7246
0.1054	3.5485	2452	0.5157	0.8165	0.5157	0.7181
0.1054	3.5514	2454	0.4664	0.7372	0.4664	0.6829
0.1054	3.5543	2456	0.4325	0.7425	0.4325	0.6577
0.1054	3.5572	2458	0.3954	0.7425	0.3954	0.6288
0.1054	3.5601	2460	0.4151	0.7425	0.4151	0.6443
0.1054	3.5630	2462	0.4539	0.7240	0.4539	0.6737
0.1054	3.5658	2464	0.4711	0.7240	0.4711	0.6864
0.1054	3.5687	2466	0.5244	0.7692	0.5244	0.7242
0.1054	3.5716	2468	0.5241	0.7692	0.5241	0.7239
0.1054	3.5745	2470	0.4617	0.7162	0.4617	0.6795
0.1054	3.5774	2472	0.3892	0.7425	0.3892	0.6239
0.1054	3.5803	2474	0.3694	0.7569	0.3694	0.6077
0.1054	3.5832	2476	0.3920	0.7569	0.3920	0.6261
0.1054	3.5861	2478	0.4528	0.7328	0.4528	0.6729
0.1054	3.5890	2480	0.4848	0.7627	0.4848	0.6963
0.1054	3.5919	2482	0.5126	0.7627	0.5126	0.7160
0.1054	3.5948	2484	0.5418	0.7627	0.5418	0.7361
0.1054	3.5977	2486	0.4941	0.7950	0.4941	0.7029
0.1054	3.6006	2488	0.4314	0.7607	0.4314	0.6568
0.1054	3.6035	2490	0.4404	0.7607	0.4404	0.6636
0.1054	3.6064	2492	0.5075	0.7950	0.5075	0.7124
0.1054	3.6093	2494	0.5647	0.7123	0.5647	0.7515
0.1054	3.6122	2496	0.5869	0.7123	0.5869	0.7661
0.1054	3.6151	2498	0.5444	0.7627	0.5444	0.7378
0.0874	3.6179	2500	0.4710	0.7607	0.4710	0.6863
0.0874	3.6208	2502	0.4243	0.7607	0.4243	0.6514

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

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 14, 2024
Updated: Nov 14, 2024