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MayBashendy/Arabic_FineTuningAraBERT_AugV4-trial2_k15_task1_organization_fold1

sourceHugging Faceupdated 2y agoView on Hugging Face

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ArabicFineTuningAraBERTAugV4-trial2k15task1organizationfold1

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: 0.4952
—Qwk: 0.8165
—Mse: 0.4952
—Rmse: 0.7037

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
—trainbatchsize: 8
—evalbatchsize: 8
—seed: 42
—optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
—lrschedulertype: linear
—num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0075	2	4.2399	0.0328	4.2399	2.0591
No log	0.0150	4	1.8545	0.0987	1.8545	1.3618
No log	0.0226	6	0.9258	0.0382	0.9258	0.9622
No log	0.0301	8	0.8922	0.2294	0.8922	0.9445
No log	0.0376	10	1.6000	-0.1146	1.6000	1.2649
No log	0.0451	12	1.6371	-0.2189	1.6371	1.2795
No log	0.0526	14	1.6378	-0.1807	1.6378	1.2798
No log	0.0602	16	1.8501	-0.1667	1.8501	1.3602
No log	0.0677	18	1.6473	-0.1375	1.6473	1.2835
No log	0.0752	20	1.4568	-0.1375	1.4568	1.2070
No log	0.0827	22	1.3150	-0.0120	1.3150	1.1467
No log	0.0902	24	1.3774	-0.1375	1.3774	1.1736
No log	0.0977	26	1.3689	-0.0255	1.3689	1.1700
No log	0.1053	28	1.4464	0.0	1.4464	1.2026
No log	0.1128	30	1.8956	0.0	1.8956	1.3768
No log	0.1203	32	2.1765	0.0455	2.1765	1.4753
No log	0.1278	34	1.8847	0.0	1.8847	1.3729
No log	0.1353	36	1.4344	0.1529	1.4344	1.1977
No log	0.1429	38	0.9899	0.2139	0.9899	0.9949
No log	0.1504	40	0.9095	0.1683	0.9095	0.9537
No log	0.1579	42	0.9900	0.2139	0.9900	0.9950
No log	0.1654	44	1.2791	0.125	1.2791	1.1310
No log	0.1729	46	1.5648	0.0	1.5648	1.2509
No log	0.1805	48	1.5486	0.0	1.5486	1.2444
No log	0.1880	50	1.4543	-0.0255	1.4543	1.2060
No log	0.1955	52	1.0852	-0.0355	1.0852	1.0417
No log	0.2030	54	0.9327	0.1390	0.9327	0.9658
No log	0.2105	56	0.8799	0.1158	0.8799	0.9380
No log	0.2180	58	1.0116	0.2524	1.0116	1.0058
No log	0.2256	60	1.5258	0.2155	1.5258	1.2352
No log	0.2331	62	1.8357	0.2025	1.8357	1.3549
No log	0.2406	64	1.8316	0.2821	1.8316	1.3534
No log	0.2481	66	1.5019	0.2667	1.5019	1.2255
No log	0.2556	68	1.1837	0.3037	1.1837	1.0880
No log	0.2632	70	1.1880	0.3037	1.1880	1.0899
No log	0.2707	72	1.3560	0.2899	1.3560	1.1645
No log	0.2782	74	1.3272	0.2899	1.3272	1.1520
No log	0.2857	76	1.3449	0.3333	1.3449	1.1597
No log	0.2932	78	0.8799	0.4516	0.8799	0.9380
No log	0.3008	80	0.7648	0.5919	0.7648	0.8745
No log	0.3083	82	1.0698	0.3762	1.0698	1.0343
No log	0.3158	84	1.2340	0.5	1.2340	1.1109
No log	0.3233	86	1.2625	0.4936	1.2625	1.1236
No log	0.3308	88	1.0194	0.4566	1.0194	1.0096
No log	0.3383	90	0.8848	0.4711	0.8848	0.9407
No log	0.3459	92	0.8783	0.4711	0.8783	0.9372
No log	0.3534	94	0.8008	0.4766	0.8008	0.8949
No log	0.3609	96	0.8898	0.4955	0.8898	0.9433
No log	0.3684	98	0.7279	0.6547	0.7279	0.8531
No log	0.3759	100	0.8359	0.4711	0.8359	0.9143
No log	0.3835	102	1.1713	0.5556	1.1713	1.0822
No log	0.3910	104	1.6850	0.5172	1.6850	1.2981
No log	0.3985	106	2.1040	0.4270	2.1040	1.4505
No log	0.4060	108	1.7654	0.4615	1.7654	1.3287
No log	0.4135	110	0.9647	0.5254	0.9647	0.9822
No log	0.4211	112	0.6578	0.5882	0.6578	0.8110
No log	0.4286	114	0.6887	0.4776	0.6887	0.8299
No log	0.4361	116	0.7622	0.5051	0.7622	0.8730
No log	0.4436	118	0.8773	0.5702	0.8773	0.9366
No log	0.4511	120	0.8417	0.6061	0.8417	0.9175
No log	0.4586	122	0.9843	0.6513	0.9843	0.9921
No log	0.4662	124	0.8592	0.6056	0.8592	0.9269
No log	0.4737	126	0.8248	0.6449	0.8248	0.9082
No log	0.4812	128	0.9834	0.5966	0.9834	0.9917
No log	0.4887	130	1.0484	0.5966	1.0484	1.0239
No log	0.4962	132	0.9531	0.6915	0.9531	0.9763
No log	0.5038	134	0.9229	0.7042	0.9229	0.9607
No log	0.5113	136	1.2523	0.5993	1.2523	1.1191
No log	0.5188	138	1.7964	0.5172	1.7964	1.3403
No log	0.5263	140	1.5966	0.5172	1.5966	1.2635
No log	0.5338	142	0.9432	0.6513	0.9432	0.9712
No log	0.5414	144	0.7768	0.5484	0.7768	0.8814
No log	0.5489	146	0.6939	0.5570	0.6939	0.8330
No log	0.5564	148	0.9404	0.6513	0.9404	0.9698
No log	0.5639	150	1.3656	0.4981	1.3656	1.1686
No log	0.5714	152	1.5464	0.4981	1.5464	1.2435
No log	0.5789	154	1.1624	0.5783	1.1624	1.0782
No log	0.5865	156	0.6999	0.4465	0.6999	0.8366
No log	0.5940	158	0.5762	0.5249	0.5762	0.7591
No log	0.6015	160	0.5879	0.5249	0.5879	0.7668
No log	0.6090	162	0.7304	0.5505	0.7304	0.8547
No log	0.6165	164	1.1327	0.5556	1.1327	1.0643
No log	0.6241	166	1.2793	0.4878	1.2793	1.1311
No log	0.6316	168	1.2834	0.5475	1.2834	1.1329
No log	0.6391	170	1.1805	0.5576	1.1805	1.0865
No log	0.6466	172	0.8478	0.7042	0.8478	0.9207
No log	0.6541	174	0.7017	0.6142	0.7017	0.8377
No log	0.6617	176	0.8120	0.7042	0.8120	0.9011
No log	0.6692	178	1.2894	0.4891	1.2894	1.1355
No log	0.6767	180	1.6837	0.4615	1.6837	1.2976
No log	0.6842	182	1.6563	0.4615	1.6563	1.2870
No log	0.6917	184	1.1615	0.5789	1.1615	1.0777
No log	0.6992	186	0.6954	0.6794	0.6954	0.8339
No log	0.7068	188	0.5532	0.5249	0.5532	0.7438
No log	0.7143	190	0.6049	0.6026	0.6049	0.7777
No log	0.7218	192	0.8009	0.7042	0.8009	0.8949
No log	0.7293	194	0.9408	0.5398	0.9408	0.9699
No log	0.7368	196	1.0071	0.5398	1.0071	1.0035
No log	0.7444	198	1.1546	0.5475	1.1546	1.0745
No log	0.7519	200	1.1684	0.4806	1.1684	1.0809
No log	0.7594	202	1.5720	0.5035	1.5720	1.2538
No log	0.7669	204	1.9180	0.4615	1.9180	1.3849
No log	0.7744	206	1.6480	0.4143	1.6480	1.2838
No log	0.7820	208	1.0468	0.5783	1.0468	1.0231
No log	0.7895	210	0.8984	0.5847	0.8984	0.9478
No log	0.7970	212	0.9531	0.5739	0.9531	0.9763
No log	0.8045	214	0.9461	0.5739	0.9461	0.9727
No log	0.8120	216	1.1320	0.5783	1.1320	1.0640
No log	0.8195	218	1.2306	0.5783	1.2306	1.1093
No log	0.8271	220	1.0320	0.5659	1.0320	1.0159
No log	0.8346	222	0.8564	0.6242	0.8564	0.9254
No log	0.8421	224	1.0499	0.5105	1.0499	1.0246
No log	0.8496	226	1.4552	0.5625	1.4552	1.2063
No log	0.8571	228	1.6690	0.5172	1.6690	1.2919
No log	0.8647	230	1.3603	0.5475	1.3603	1.1663
No log	0.8722	232	0.8150	0.6915	0.8150	0.9028
No log	0.8797	234	0.6031	0.6667	0.6031	0.7766
No log	0.8872	236	0.6409	0.4335	0.6409	0.8006
No log	0.8947	238	0.6225	0.4417	0.6225	0.7890
No log	0.9023	240	0.6761	0.6957	0.6761	0.8223
No log	0.9098	242	0.9867	0.6062	0.9867	0.9933
No log	0.9173	244	1.0408	0.6540	1.0408	1.0202
No log	0.9248	246	0.9563	0.6617	0.9563	0.9779
No log	0.9323	248	0.7574	0.6621	0.7574	0.8703
No log	0.9398	250	0.6271	0.6209	0.6271	0.7919
No log	0.9474	252	0.5876	0.5789	0.5876	0.7666
No log	0.9549	254	0.7137	0.7290	0.7137	0.8448
No log	0.9624	256	0.9964	0.6008	0.9964	0.9982
No log	0.9699	258	1.0992	0.6231	1.0992	1.0484
No log	0.9774	260	1.0008	0.5795	1.0008	1.0004
No log	0.9850	262	0.8389	0.6977	0.8389	0.9159
No log	0.9925	264	0.6803	0.6977	0.6803	0.8248
No log	1.0	266	0.7617	0.6977	0.7617	0.8727
No log	1.0075	268	0.7264	0.6977	0.7264	0.8523
No log	1.0150	270	0.7296	0.7535	0.7296	0.8542
No log	1.0226	272	0.8626	0.6818	0.8626	0.9287
No log	1.0301	274	0.8931	0.6513	0.8931	0.9450
No log	1.0376	276	0.7491	0.7640	0.7491	0.8655
No log	1.0451	278	0.6752	0.7640	0.6752	0.8217
No log	1.0526	280	0.6411	0.7042	0.6411	0.8007
No log	1.0602	282	0.8725	0.7042	0.8725	0.9341
No log	1.0677	284	1.3221	0.5092	1.3221	1.1498
No log	1.0752	286	1.3120	0.5084	1.3120	1.1454
No log	1.0827	288	1.0733	0.6500	1.0733	1.0360
No log	1.0902	290	0.9442	0.6602	0.9442	0.9717
No log	1.0977	292	0.9576	0.6711	0.9576	0.9786
No log	1.1053	294	1.2477	0.5370	1.2477	1.1170
No log	1.1128	296	1.5009	0.5299	1.5009	1.2251
No log	1.1203	298	1.4542	0.5370	1.4542	1.2059
No log	1.1278	300	1.3651	0.5447	1.3651	1.1684
No log	1.1353	302	1.0565	0.5221	1.0565	1.0279
No log	1.1429	304	0.9620	0.5556	0.9620	0.9808
No log	1.1504	306	1.1900	0.5447	1.1900	1.0909
No log	1.1579	308	1.3635	0.5299	1.3635	1.1677
No log	1.1654	310	1.1098	0.5221	1.1098	1.0535
No log	1.1729	312	1.0512	0.5221	1.0512	1.0253
No log	1.1805	314	0.8517	0.7042	0.8517	0.9229
No log	1.1880	316	0.7314	0.6977	0.7314	0.8552
No log	1.1955	318	0.8661	0.6977	0.8661	0.9307
No log	1.2030	320	1.0110	0.6431	1.0110	1.0055
No log	1.2105	322	1.2679	0.5914	1.2679	1.1260
No log	1.2180	324	1.0944	0.5221	1.0944	1.0462
No log	1.2256	326	0.7212	0.7240	0.7212	0.8492
No log	1.2331	328	0.5901	0.5532	0.5901	0.7682
No log	1.2406	330	0.6827	0.7863	0.6827	0.8263
No log	1.2481	332	0.8379	0.6431	0.8379	0.9154
No log	1.2556	334	1.2223	0.6642	1.2223	1.1056
No log	1.2632	336	1.3426	0.6642	1.3426	1.1587
No log	1.2707	338	1.0545	0.6423	1.0545	1.0269
No log	1.2782	340	0.9713	0.75	0.9713	0.9855
No log	1.2857	342	0.7685	0.7586	0.7685	0.8766
No log	1.2932	344	0.7335	0.7348	0.7335	0.8565
No log	1.3008	346	0.6437	0.7568	0.6437	0.8023
No log	1.3083	348	0.7270	0.7348	0.7270	0.8526
No log	1.3158	350	1.0893	0.6231	1.0893	1.0437
No log	1.3233	352	1.4557	0.5299	1.4557	1.2065
No log	1.3308	354	1.5671	0.5735	1.5671	1.2518
No log	1.3383	356	1.3166	0.5370	1.3166	1.1474
No log	1.3459	358	0.8299	0.7050	0.8299	0.9110
No log	1.3534	360	0.5794	0.6566	0.5794	0.7612
No log	1.3609	362	0.5973	0.7177	0.5973	0.7729
No log	1.3684	364	0.7747	0.7348	0.7747	0.8802
No log	1.3759	366	1.0175	0.5556	1.0175	1.0087
No log	1.3835	368	1.1095	0.5556	1.1095	1.0533
No log	1.3910	370	1.1754	0.6008	1.1754	1.0842
No log	1.3985	372	0.9510	0.6340	0.9510	0.9752
No log	1.4060	374	0.6629	0.6977	0.6629	0.8142
No log	1.4135	376	0.6709	0.7048	0.6709	0.8191
No log	1.4211	378	0.9474	0.6340	0.9474	0.9733
No log	1.4286	380	1.3824	0.5735	1.3824	1.1757
No log	1.4361	382	1.4885	0.5735	1.4885	1.2200
No log	1.4436	384	1.1843	0.5914	1.1843	1.0883
No log	1.4511	386	0.8298	0.6883	0.8298	0.9109
No log	1.4586	388	0.7458	0.5243	0.7458	0.8636
No log	1.4662	390	0.6869	0.4057	0.6869	0.8288
No log	1.4737	392	0.7084	0.4909	0.7084	0.8417
No log	1.4812	394	0.8908	0.6744	0.8908	0.9438
No log	1.4887	396	1.2903	0.5370	1.2903	1.1359
No log	1.4962	398	1.6072	0.5735	1.6072	1.2677
No log	1.5038	400	1.6790	0.5735	1.6790	1.2958
No log	1.5113	402	1.3415	0.5370	1.3415	1.1582
No log	1.5188	404	0.9326	0.6980	0.9326	0.9657
No log	1.5263	406	0.8510	0.7449	0.8510	0.9225
No log	1.5338	408	0.9561	0.6345	0.9561	0.9778
No log	1.5414	410	1.1500	0.5370	1.1500	1.0724
No log	1.5489	412	1.4740	0.4981	1.4740	1.2141
No log	1.5564	414	1.4298	0.5370	1.4298	1.1958
No log	1.5639	416	1.2209	0.5370	1.2209	1.1049
No log	1.5714	418	0.8240	0.7287	0.8240	0.9077
No log	1.5789	420	0.6870	0.72	0.6870	0.8288
No log	1.5865	422	0.6506	0.7097	0.6506	0.8066
No log	1.5940	424	0.8160	0.7287	0.8160	0.9033
No log	1.6015	426	1.0794	0.6008	1.0794	1.0389
No log	1.6090	428	1.1540	0.6842	1.1540	1.0743
No log	1.6165	430	1.1086	0.75	1.1086	1.0529
No log	1.6241	432	0.8410	0.6859	0.8410	0.9171
No log	1.6316	434	0.7480	0.7048	0.7480	0.8648
No log	1.6391	436	0.5659	0.7048	0.5659	0.7522
No log	1.6466	438	0.5282	0.7165	0.5282	0.7268
No log	1.6541	440	0.6527	0.7048	0.6527	0.8079
No log	1.6617	442	0.8571	0.7658	0.8571	0.9258
No log	1.6692	444	0.8552	0.7658	0.8552	0.9248
No log	1.6767	446	0.8880	0.7658	0.8880	0.9424
No log	1.6842	448	0.8109	0.7658	0.8109	0.9005
No log	1.6917	450	0.7766	0.7586	0.7766	0.8812
No log	1.6992	452	0.7539	0.7586	0.7539	0.8683
No log	1.7068	454	0.7789	0.7287	0.7789	0.8826
No log	1.7143	456	0.6992	0.776	0.6992	0.8362
No log	1.7218	458	0.7782	0.7386	0.7782	0.8821
No log	1.7293	460	0.8082	0.7386	0.8082	0.8990
No log	1.7368	462	0.7587	0.7131	0.7587	0.8710
No log	1.7444	464	0.8034	0.7131	0.8034	0.8963
No log	1.7519	466	0.6660	0.7812	0.6660	0.8161
No log	1.7594	468	0.5739	0.7697	0.5739	0.7576
No log	1.7669	470	0.4735	0.7342	0.4735	0.6881
No log	1.7744	472	0.5033	0.7850	0.5033	0.7094
No log	1.7820	474	0.6879	0.7640	0.6879	0.8294
No log	1.7895	476	0.8933	0.7138	0.8933	0.9452
No log	1.7970	478	0.8693	0.7138	0.8693	0.9324
No log	1.8045	480	0.6576	0.7812	0.6576	0.8109
No log	1.8120	482	0.5978	0.7429	0.5978	0.7732
No log	1.8195	484	0.7143	0.7449	0.7143	0.8452
No log	1.8271	486	0.8345	0.7287	0.8345	0.9135
No log	1.8346	488	0.9677	0.6842	0.9677	0.9837
No log	1.8421	490	0.8340	0.7287	0.8340	0.9132
No log	1.8496	492	0.6930	0.6762	0.6930	0.8325
No log	1.8571	494	0.6125	0.7042	0.6125	0.7826
No log	1.8647	496	0.5927	0.7179	0.5927	0.7699
No log	1.8722	498	0.6938	0.6691	0.6938	0.8329
0.4664	1.8797	500	0.9053	0.7222	0.9053	0.9515
0.4664	1.8872	502	1.1155	0.7222	1.1155	1.0562
0.4664	1.8947	504	1.1251	0.6345	1.1251	1.0607
0.4664	1.9023	506	1.0452	0.5882	1.0452	1.0223
0.4664	1.9098	508	1.0732	0.5882	1.0732	1.0360
0.4664	1.9173	510	1.0338	0.5882	1.0338	1.0168
0.4664	1.9248	512	1.0722	0.5882	1.0722	1.0355
0.4664	1.9323	514	1.2614	0.6231	1.2614	1.1231
0.4664	1.9398	516	1.1221	0.6345	1.1221	1.0593
0.4664	1.9474	518	0.8121	0.6557	0.8121	0.9011
0.4664	1.9549	520	0.5713	0.7372	0.5713	0.7558
0.4664	1.9624	522	0.5100	0.6839	0.5100	0.7141
0.4664	1.9699	524	0.5941	0.6729	0.5941	0.7708
0.4664	1.9774	526	0.7871	0.7055	0.7871	0.8872
0.4664	1.9850	528	1.0253	0.6540	1.0253	1.0126
0.4664	1.9925	530	0.9840	0.6540	0.9840	0.9920
0.4664	2.0	532	0.7013	0.6883	0.7013	0.8374
0.4664	2.0075	534	0.6377	0.7364	0.6377	0.7986
0.4664	2.0150	536	0.7191	0.6883	0.7191	0.8480
0.4664	2.0226	538	0.9474	0.7368	0.9474	0.9733
0.4664	2.0301	540	1.1701	0.6769	1.1701	1.0817
0.4664	2.0376	542	1.0971	0.6769	1.0971	1.0474
0.4664	2.0451	544	0.8307	0.7368	0.8307	0.9114
0.4664	2.0526	546	0.5540	0.7179	0.5540	0.7443
0.4664	2.0602	548	0.5418	0.7179	0.5418	0.7360
0.4664	2.0677	550	0.7234	0.7820	0.7234	0.8505
0.4664	2.0752	552	0.7823	0.7571	0.7823	0.8845
0.4664	2.0827	554	0.6166	0.7048	0.6166	0.7852
0.4664	2.0902	556	0.5624	0.6729	0.5624	0.7499
0.4664	2.0977	558	0.6108	0.7179	0.6108	0.7816
0.4664	2.1053	560	0.6214	0.7364	0.6214	0.7883
0.4664	2.1128	562	0.6599	0.7034	0.6599	0.8124
0.4664	2.1203	564	0.5911	0.7034	0.5911	0.7688
0.4664	2.1278	566	0.5494	0.7429	0.5494	0.7412
0.4664	2.1353	568	0.6074	0.7364	0.6074	0.7794
0.4664	2.1429	570	0.8645	0.7287	0.8645	0.9298
0.4664	2.1504	572	1.1405	0.7445	1.1405	1.0679
0.4664	2.1579	574	1.1846	0.7445	1.1846	1.0884
0.4664	2.1654	576	0.8894	0.7658	0.8894	0.9431
0.4664	2.1729	578	0.5747	0.7510	0.5747	0.7581
0.4664	2.1805	580	0.4066	0.6903	0.4066	0.6376
0.4664	2.1880	582	0.4054	0.6903	0.4054	0.6367
0.4664	2.1955	584	0.5252	0.7686	0.5252	0.7247
0.4664	2.2030	586	0.8532	0.7658	0.8532	0.9237
0.4664	2.2105	588	1.1016	0.7445	1.1016	1.0496
0.4664	2.2180	590	1.0612	0.7605	1.0612	1.0301
0.4664	2.2256	592	0.8122	0.7222	0.8122	0.9012
0.4664	2.2331	594	0.5685	0.7034	0.5685	0.7540
0.4664	2.2406	596	0.5065	0.7273	0.5065	0.7117
0.4664	2.2481	598	0.4826	0.7009	0.4826	0.6947
0.4664	2.2556	600	0.5033	0.7429	0.5033	0.7095
0.4664	2.2632	602	0.5913	0.7449	0.5913	0.7689
0.4664	2.2707	604	0.7189	0.7287	0.7189	0.8479
0.4664	2.2782	606	0.9245	0.7605	0.9245	0.9615
0.4664	2.2857	608	0.8994	0.7605	0.8994	0.9484
0.4664	2.2932	610	0.6488	0.7287	0.6488	0.8055
0.4664	2.3008	612	0.5036	0.7107	0.5036	0.7096
0.4664	2.3083	614	0.4766	0.7429	0.4766	0.6903
0.4664	2.3158	616	0.5817	0.776	0.5817	0.7627
0.4664	2.3233	618	0.7435	0.7529	0.7435	0.8623
0.4664	2.3308	620	0.9101	0.7605	0.9101	0.9540
0.4664	2.3383	622	0.8495	0.7895	0.8495	0.9217
0.4664	2.3459	624	0.7806	0.7895	0.7806	0.8835
0.4664	2.3534	626	0.6159	0.7586	0.6159	0.7848
0.4664	2.3609	628	0.4939	0.7328	0.4939	0.7028
0.4664	2.3684	630	0.5134	0.7328	0.5134	0.7165
0.4664	2.3759	632	0.5158	0.7692	0.5158	0.7182
0.4664	2.3835	634	0.6138	0.7482	0.6138	0.7835
0.4664	2.3910	636	0.6901	0.7586	0.6901	0.8307
0.4664	2.3985	638	0.7478	0.7941	0.7478	0.8648
0.4664	2.4060	640	0.7292	0.7941	0.7292	0.8539
0.4664	2.4135	642	0.6593	0.776	0.6593	0.8120
0.4664	2.4211	644	0.5012	0.7490	0.5012	0.7080
0.4664	2.4286	646	0.3730	0.7083	0.3730	0.6108
0.4664	2.4361	648	0.3613	0.7083	0.3613	0.6011
0.4664	2.4436	650	0.4332	0.7490	0.4332	0.6582
0.4664	2.4511	652	0.5890	0.8218	0.5890	0.7675
0.4664	2.4586	654	0.6419	0.8218	0.6419	0.8012
0.4664	2.4662	656	0.6337	0.7879	0.6337	0.7961
0.4664	2.4737	658	0.5871	0.8063	0.5871	0.7662
0.4664	2.4812	660	0.4690	0.7607	0.4690	0.6849
0.4664	2.4887	662	0.4262	0.7175	0.4262	0.6529
0.4664	2.4962	664	0.4328	0.7490	0.4328	0.6579
0.4664	2.5038	666	0.5775	0.7879	0.5775	0.7599
0.4664	2.5113	668	0.7549	0.7774	0.7549	0.8688
0.4664	2.5188	670	0.8037	0.7774	0.8037	0.8965
0.4664	2.5263	672	0.7322	0.7774	0.7322	0.8557
0.4664	2.5338	674	0.6424	0.7586	0.6424	0.8015
0.4664	2.5414	676	0.5111	0.7175	0.5111	0.7149
0.4664	2.5489	678	0.4862	0.7083	0.4862	0.6973
0.4664	2.5564	680	0.4829	0.7244	0.4829	0.6949
0.4664	2.5639	682	0.5103	0.7342	0.5103	0.7144
0.4664	2.5714	684	0.5553	0.7097	0.5553	0.7452
0.4664	2.5789	686	0.5113	0.7244	0.5113	0.7150
0.4664	2.5865	688	0.5171	0.7805	0.5171	0.7191
0.4664	2.5940	690	0.5948	0.8165	0.5948	0.7712
0.4664	2.6015	692	0.7100	0.7986	0.7100	0.8426
0.4664	2.6090	694	0.6905	0.7986	0.6905	0.8310
0.4664	2.6165	696	0.6101	0.7986	0.6101	0.7811
0.4664	2.6241	698	0.4980	0.7237	0.4980	0.7057
0.4664	2.6316	700	0.4532	0.7635	0.4532	0.6732
0.4664	2.6391	702	0.4078	0.6715	0.4078	0.6386
0.4664	2.6466	704	0.4437	0.8048	0.4437	0.6661
0.4664	2.6541	706	0.6026	0.8165	0.6026	0.7762
0.4664	2.6617	708	0.7574	0.7709	0.7574	0.8703
0.4664	2.6692	710	0.7288	0.7986	0.7288	0.8537
0.4664	2.6767	712	0.6429	0.7986	0.6429	0.8018
0.4664	2.6842	714	0.5592	0.8165	0.5592	0.7478
0.4664	2.6917	716	0.4489	0.6899	0.4489	0.6700
0.4664	2.6992	718	0.4238	0.6465	0.4238	0.6510
0.4664	2.7068	720	0.4524	0.6557	0.4524	0.6726
0.4664	2.7143	722	0.5665	0.8165	0.5665	0.7527
0.4664	2.7218	724	0.6894	0.7449	0.6894	0.8303
0.4664	2.7293	726	0.8506	0.7138	0.8506	0.9223
0.4664	2.7368	728	0.8595	0.7138	0.8595	0.9271
0.4664	2.7444	730	0.7267	0.7449	0.7267	0.8525
0.4664	2.7519	732	0.6173	0.7879	0.6173	0.7857
0.4664	2.7594	734	0.5757	0.7879	0.5757	0.7587
0.4664	2.7669	736	0.5914	0.7879	0.5914	0.7690
0.4664	2.7744	738	0.5654	0.8165	0.5654	0.7519
0.4664	2.7820	740	0.5660	0.8165	0.5660	0.7523
0.4664	2.7895	742	0.6408	0.7449	0.6408	0.8005
0.4664	2.7970	744	0.6694	0.7287	0.6694	0.8182
0.4664	2.8045	746	0.6624	0.7287	0.6624	0.8139
0.4664	2.8120	748	0.6626	0.7586	0.6626	0.8140
0.4664	2.8195	750	0.6232	0.7586	0.6232	0.7894
0.4664	2.8271	752	0.5101	0.7812	0.5101	0.7142
0.4664	2.8346	754	0.4702	0.8	0.4702	0.6857
0.4664	2.8421	756	0.5673	0.776	0.5673	0.7532
0.4664	2.8496	758	0.7138	0.7287	0.7138	0.8449
0.4664	2.8571	760	0.6928	0.7449	0.6928	0.8323
0.4664	2.8647	762	0.5732	0.7950	0.5732	0.7571
0.4664	2.8722	764	0.5629	0.7950	0.5629	0.7503
0.4664	2.8797	766	0.6744	0.776	0.6744	0.8212
0.4664	2.8872	768	0.8614	0.7138	0.8614	0.9281
0.4664	2.8947	770	0.8623	0.7138	0.8623	0.9286
0.4664	2.9023	772	0.7083	0.7426	0.7083	0.8416
0.4664	2.9098	774	0.5602	0.8165	0.5602	0.7484
0.4664	2.9173	776	0.5092	0.7372	0.5092	0.7136
0.4664	2.9248	778	0.5307	0.7372	0.5307	0.7285
0.4664	2.9323	780	0.5586	0.7372	0.5586	0.7474
0.4664	2.9398	782	0.6343	0.6859	0.6343	0.7964
0.4664	2.9474	784	0.7145	0.7426	0.7145	0.8453
0.4664	2.9549	786	0.7176	0.7426	0.7176	0.8471
0.4664	2.9624	788	0.6702	0.7586	0.6702	0.8186
0.4664	2.9699	790	0.7279	0.7426	0.7279	0.8532
0.4664	2.9774	792	0.7570	0.7586	0.7570	0.8700
0.4664	2.9850	794	0.6713	0.776	0.6713	0.8193
0.4664	2.9925	796	0.5440	0.7097	0.5440	0.7376
0.4664	3.0	798	0.4672	0.7667	0.4672	0.6835
0.4664	3.0075	800	0.4553	0.7795	0.4553	0.6748
0.4664	3.0150	802	0.5026	0.7586	0.5026	0.7089
0.4664	3.0226	804	0.5799	0.7442	0.5799	0.7615
0.4664	3.0301	806	0.6841	0.8339	0.6841	0.8271
0.4664	3.0376	808	0.5921	0.8339	0.5921	0.7695
0.4664	3.0451	810	0.4992	0.7742	0.4992	0.7065
0.4664	3.0526	812	0.4269	0.7607	0.4269	0.6534
0.4664	3.0602	814	0.3689	0.5882	0.3689	0.6074
0.4664	3.0677	816	0.3890	0.6169	0.3890	0.6237
0.4664	3.0752	818	0.5120	0.7607	0.5120	0.7156
0.4664	3.0827	820	0.7451	0.7941	0.7451	0.8632
0.4664	3.0902	822	0.7792	0.7941	0.7792	0.8827
0.4664	3.0977	824	0.6341	0.8123	0.6341	0.7963
0.4664	3.1053	826	0.5858	0.8165	0.5858	0.7654
0.4664	3.1128	828	0.5121	0.7812	0.5121	0.7156
0.4664	3.1203	830	0.4928	0.7692	0.4928	0.7020
0.4664	3.1278	832	0.5184	0.8028	0.5184	0.7200
0.4664	3.1353	834	0.4595	0.7692	0.4595	0.6778
0.4664	3.1429	836	0.3674	0.7675	0.3674	0.6061
0.4664	3.1504	838	0.3168	0.7956	0.3168	0.5628
0.4664	3.1579	840	0.3236	0.7605	0.3236	0.5689
0.4664	3.1654	842	0.3875	0.7956	0.3875	0.6225
0.4664	3.1729	844	0.5641	0.7986	0.5641	0.7511
0.4664	3.1805	846	0.8050	0.7941	0.8050	0.8972
0.4664	3.1880	848	0.8149	0.7941	0.8149	0.9027
0.4664	3.1955	850	0.6442	0.7941	0.6442	0.8026
0.4664	3.2030	852	0.4752	0.8	0.4752	0.6893
0.4664	3.2105	854	0.4229	0.7549	0.4229	0.6503
0.4664	3.2180	856	0.4350	0.7549	0.4350	0.6595
0.4664	3.2256	858	0.4860	0.8108	0.4860	0.6972
0.4664	3.2331	860	0.5244	0.8123	0.5244	0.7241
0.4664	3.2406	862	0.4774	0.7971	0.4774	0.6909
0.4664	3.2481	864	0.5138	0.8121	0.5138	0.7168
0.4664	3.2556	866	0.6142	0.7941	0.6142	0.7837
0.4664	3.2632	868	0.6261	0.7820	0.6261	0.7913
0.4664	3.2707	870	0.5222	0.7758	0.5222	0.7227
0.4664	3.2782	872	0.4829	0.7027	0.4829	0.6949
0.4664	3.2857	874	0.4752	0.7177	0.4752	0.6894
0.4664	3.2932	876	0.4854	0.7177	0.4854	0.6967
0.4664	3.3008	878	0.5398	0.7107	0.5398	0.7347
0.4664	3.3083	880	0.5543	0.7107	0.5543	0.7445
0.4664	3.3158	882	0.5394	0.7107	0.5394	0.7345
0.4664	3.3233	884	0.6591	0.7586	0.6591	0.8118
0.4664	3.3308	886	0.6691	0.7586	0.6691	0.8180
0.4664	3.3383	888	0.6884	0.7586	0.6884	0.8297
0.4664	3.3459	890	0.6083	0.7364	0.6083	0.7799
0.4664	3.3534	892	0.5091	0.6818	0.5091	0.7135
0.4664	3.3609	894	0.5168	0.6818	0.5168	0.7189
0.4664	3.3684	896	0.6367	0.7364	0.6367	0.7980
0.4664	3.3759	898	0.8118	0.7131	0.8118	0.9010
0.4664	3.3835	900	0.8040	0.7368	0.8040	0.8967
0.4664	3.3910	902	0.6751	0.7364	0.6751	0.8217
0.4664	3.3985	904	0.5206	0.6818	0.5206	0.7215
0.4664	3.4060	906	0.4762	0.7175	0.4762	0.6901
0.4664	3.4135	908	0.5455	0.7107	0.5455	0.7386
0.4664	3.4211	910	0.7364	0.7449	0.7364	0.8581
0.4664	3.4286	912	0.8896	0.7368	0.8896	0.9432
0.4664	3.4361	914	0.8454	0.7449	0.8454	0.9194
0.4664	3.4436	916	0.6814	0.7449	0.6814	0.8255
0.4664	3.4511	918	0.5222	0.7175	0.5222	0.7226
0.4664	3.4586	920	0.4351	0.6903	0.4351	0.6596
0.4664	3.4662	922	0.3859	0.6419	0.3859	0.6212
0.4664	3.4737	924	0.4009	0.6903	0.4009	0.6332
0.4664	3.4812	926	0.5003	0.7175	0.5003	0.7073
0.4664	3.4887	928	0.7595	0.7449	0.7595	0.8715
0.4664	3.4962	930	1.0148	0.7605	1.0148	1.0074
0.4664	3.5038	932	1.0369	0.7605	1.0369	1.0183
0.4664	3.5113	934	0.8968	0.7368	0.8968	0.9470
0.4664	3.5188	936	0.6870	0.7449	0.6870	0.8289
0.4664	3.5263	938	0.5591	0.7097	0.5591	0.7478
0.4664	3.5338	940	0.5079	0.7607	0.5079	0.7127
0.4664	3.5414	942	0.5388	0.7607	0.5388	0.7340
0.4664	3.5489	944	0.5696	0.8165	0.5696	0.7547
0.4664	3.5564	946	0.6119	0.776	0.6119	0.7823
0.4664	3.5639	948	0.5769	0.8165	0.5769	0.7596
0.4664	3.5714	950	0.5237	0.7926	0.5237	0.7237
0.4664	3.5789	952	0.5013	0.8205	0.5013	0.7080
0.4664	3.5865	954	0.4976	0.7926	0.4976	0.7054
0.4664	3.5940	956	0.5714	0.7348	0.5714	0.7559
0.4664	3.6015	958	0.6241	0.7348	0.6241	0.7900
0.4664	3.6090	960	0.6570	0.7348	0.6570	0.8106
0.4664	3.6165	962	0.6293	0.7510	0.6293	0.7933
0.4664	3.6241	964	0.6298	0.7510	0.6298	0.7936
0.4664	3.6316	966	0.6084	0.7107	0.6084	0.7800
0.4664	3.6391	968	0.5898	0.7107	0.5898	0.7680
0.4664	3.6466	970	0.5602	0.7273	0.5602	0.7485
0.4664	3.6541	972	0.5726	0.7107	0.5726	0.7567
0.4664	3.6617	974	0.5487	0.7107	0.5487	0.7407
0.4664	3.6692	976	0.5770	0.7107	0.5770	0.7596
0.4664	3.6767	978	0.6563	0.7348	0.6563	0.8101
0.4664	3.6842	980	0.6836	0.7348	0.6836	0.8268
0.4664	3.6917	982	0.7159	0.7586	0.7159	0.8461
0.4664	3.6992	984	0.6790	0.7986	0.6790	0.8240
0.4664	3.7068	986	0.6393	0.7926	0.6393	0.7995
0.4664	3.7143	988	0.6741	0.7879	0.6741	0.8211
0.4664	3.7218	990	0.6690	0.7879	0.6690	0.8179
0.4664	3.7293	992	0.6081	0.7926	0.6081	0.7798
0.4664	3.7368	994	0.5600	0.6566	0.5600	0.7483
0.4664	3.7444	996	0.5621	0.7342	0.5621	0.7497
0.4664	3.7519	998	0.6349	0.7429	0.6349	0.7968
0.151	3.7594	1000	0.8159	0.7386	0.8159	0.9033
0.151	3.7669	1002	0.9863	0.6345	0.9863	0.9931
0.151	3.7744	1004	1.0975	0.6345	1.0975	1.0476
0.151	3.7820	1006	1.0536	0.6345	1.0536	1.0265
0.151	3.7895	1008	0.8869	0.7386	0.8869	0.9418
0.151	3.7970	1010	0.6589	0.7383	0.6589	0.8118
0.151	3.8045	1012	0.4873	0.7175	0.4873	0.6981
0.151	3.8120	1014	0.4392	0.7667	0.4392	0.6628
0.151	3.8195	1016	0.4572	0.7175	0.4572	0.6762
0.151	3.8271	1018	0.5104	0.6818	0.5104	0.7145
0.151	3.8346	1020	0.6607	0.8016	0.6607	0.8128
0.151	3.8421	1022	0.7833	0.7829	0.7833	0.8851
0.151	3.8496	1024	0.8763	0.8178	0.8763	0.9361
0.151	3.8571	1026	0.8886	0.8178	0.8886	0.9426
0.151	3.8647	1028	0.7332	0.7712	0.7332	0.8563
0.151	3.8722	1030	0.5985	0.7317	0.5985	0.7736
0.151	3.8797	1032	0.4877	0.7586	0.4877	0.6983
0.151	3.8872	1034	0.4200	0.7004	0.4200	0.6481
0.151	3.8947	1036	0.4369	0.7004	0.4369	0.6610
0.151	3.9023	1038	0.5300	0.8165	0.5300	0.7280
0.151	3.9098	1040	0.7152	0.8016	0.7152	0.8457
0.151	3.9173	1042	0.8773	0.7222	0.8773	0.9367
0.151	3.9248	1044	0.8942	0.7222	0.8942	0.9456
0.151	3.9323	1046	0.7750	0.8016	0.7750	0.8803
0.151	3.9398	1048	0.5933	0.776	0.5933	0.7703
0.151	3.9474	1050	0.4565	0.7175	0.4565	0.6757
0.151	3.9549	1052	0.4171	0.7667	0.4171	0.6458
0.151	3.9624	1054	0.4468	0.8397	0.4468	0.6684
0.151	3.9699	1056	0.5461	0.8165	0.5461	0.7390
0.151	3.9774	1058	0.6927	0.8178	0.6927	0.8323
0.151	3.9850	1060	0.7365	0.8178	0.7365	0.8582
0.151	3.9925	1062	0.6227	0.8372	0.6227	0.7891
0.151	4.0	1064	0.4645	0.7742	0.4645	0.6815
0.151	4.0075	1066	0.3632	0.7549	0.3632	0.6027
0.151	4.0150	1068	0.3486	0.7154	0.3486	0.5904
0.151	4.0226	1070	0.3770	0.7549	0.3770	0.6140
0.151	4.0301	1072	0.4630	0.7686	0.4630	0.6805
0.151	4.0376	1074	0.5772	0.8016	0.5772	0.7597
0.151	4.0451	1076	0.6233	0.8178	0.6233	0.7895
0.151	4.0526	1078	0.5645	0.8123	0.5645	0.7513
0.151	4.0602	1080	0.4712	0.8069	0.4712	0.6864
0.151	4.0677	1082	0.4037	0.7742	0.4037	0.6354
0.151	4.0752	1084	0.3603	0.7540	0.3603	0.6003
0.151	4.0827	1086	0.3961	0.8069	0.3961	0.6294
0.151	4.0902	1088	0.4626	0.8069	0.4626	0.6801
0.151	4.0977	1090	0.5588	0.8170	0.5588	0.7475
0.151	4.1053	1092	0.6727	0.7941	0.6727	0.8202
0.151	4.1128	1094	0.6645	0.8178	0.6645	0.8152
0.151	4.1203	1096	0.5498	0.7941	0.5498	0.7415
0.151	4.1278	1098	0.4847	0.7640	0.4847	0.6962
0.151	4.1353	1100	0.5321	0.776	0.5321	0.7295
0.151	4.1429	1102	0.6171	0.7941	0.6171	0.7856
0.151	4.1504	1104	0.6363	0.7941	0.6363	0.7977
0.151	4.1579	1106	0.5457	0.7986	0.5457	0.7387
0.151	4.1654	1108	0.3856	0.7083	0.3856	0.6210
0.151	4.1729	1110	0.3320	0.7549	0.3320	0.5762
0.151	4.1805	1112	0.3572	0.7083	0.3572	0.5976
0.151	4.1880	1114	0.4586	0.7568	0.4586	0.6772
0.151	4.1955	1116	0.6406	0.7941	0.6406	0.8004
0.151	4.2030	1118	0.6956	0.8178	0.6956	0.8340
0.151	4.2105	1120	0.6514	0.8123	0.6514	0.8071
0.151	4.2180	1122	0.5706	0.7266	0.5706	0.7554
0.151	4.2256	1124	0.4477	0.7342	0.4477	0.6691
0.151	4.2331	1126	0.4001	0.7083	0.4001	0.6325
0.151	4.2406	1128	0.4316	0.7177	0.4316	0.6569
0.151	4.2481	1130	0.5739	0.7640	0.5739	0.7576
0.151	4.2556	1132	0.6684	0.7941	0.6684	0.8176
0.151	4.2632	1134	0.7239	0.8178	0.7239	0.8508
0.151	4.2707	1136	0.6623	0.776	0.6623	0.8138
0.151	4.2782	1138	0.5346	0.776	0.5346	0.7311
0.151	4.2857	1140	0.4529	0.7926	0.4529	0.6730
0.151	4.2932	1142	0.3635	0.7549	0.3635	0.6029
0.151	4.3008	1144	0.3287	0.6934	0.3287	0.5733
0.151	4.3083	1146	0.3547	0.7549	0.3547	0.5955
0.151	4.3158	1148	0.4450	0.7692	0.4450	0.6671
0.151	4.3233	1150	0.5417	0.776	0.5417	0.7360
0.151	4.3308	1152	0.6731	0.8178	0.6731	0.8204
0.151	4.3383	1154	0.7479	0.8178	0.7479	0.8648
0.151	4.3459	1156	0.8304	0.7895	0.8304	0.9113
0.151	4.3534	1158	0.8121	0.7705	0.8121	0.9011
0.151	4.3609	1160	0.7019	0.72	0.7019	0.8378
0.151	4.3684	1162	0.5520	0.7383	0.5520	0.7430
0.151	4.3759	1164	0.4596	0.6316	0.4596	0.6779
0.151	4.3835	1166	0.4172	0.6316	0.4172	0.6459
0.151	4.3910	1168	0.4249	0.6818	0.4249	0.6519
0.151	4.3985	1170	0.4943	0.6667	0.4943	0.7031
0.151	4.4060	1172	0.5874	0.7941	0.5874	0.7664
0.151	4.4135	1174	0.5979	0.7941	0.5979	0.7733
0.151	4.4211	1176	0.5114	0.7603	0.5114	0.7151
0.151	4.4286	1178	0.4398	0.8121	0.4398	0.6632
0.151	4.4361	1180	0.3892	0.8372	0.3892	0.6238
0.151	4.4436	1182	0.4190	0.8121	0.4190	0.6473
0.151	4.4511	1184	0.4641	0.8121	0.4641	0.6812
0.151	4.4586	1186	0.5168	0.7879	0.5168	0.7189
0.151	4.4662	1188	0.5611	0.7709	0.5611	0.7491
0.151	4.4737	1190	0.5142	0.7879	0.5142	0.7171
0.151	4.4812	1192	0.4200	0.7464	0.4200	0.6481
0.151	4.4887	1194	0.4067	0.7623	0.4067	0.6377
0.151	4.4962	1196	0.4560	0.8121	0.4560	0.6753
0.151	4.5038	1198	0.5622	0.7879	0.5622	0.7498
0.151	4.5113	1200	0.6180	0.8178	0.6180	0.7861
0.151	4.5188	1202	0.5940	0.8372	0.5940	0.7707
0.151	4.5263	1204	0.4980	0.7364	0.4980	0.7057
0.151	4.5338	1206	0.4202	0.7342	0.4202	0.6482
0.151	4.5414	1208	0.4213	0.7342	0.4213	0.6491
0.151	4.5489	1210	0.4158	0.7342	0.4158	0.6449
0.151	4.5564	1212	0.4708	0.7926	0.4708	0.6861
0.151	4.5639	1214	0.6147	0.8178	0.6147	0.7840
0.151	4.5714	1216	0.7201	0.8178	0.7201	0.8486
0.151	4.5789	1218	0.7371	0.8178	0.7371	0.8585
0.151	4.5865	1220	0.7103	0.8178	0.7103	0.8428
0.151	4.5940	1222	0.6310	0.8178	0.6310	0.7944
0.151	4.6015	1224	0.5357	0.8123	0.5357	0.7319
0.151	4.6090	1226	0.4757	0.7407	0.4757	0.6897
0.151	4.6165	1228	0.4646	0.7407	0.4646	0.6817
0.151	4.6241	1230	0.4645	0.7407	0.4645	0.6815
0.151	4.6316	1232	0.5089	0.7758	0.5089	0.7133
0.151	4.6391	1234	0.6360	0.8178	0.6360	0.7975
0.151	4.6466	1236	0.7102	0.8178	0.7102	0.8427
0.151	4.6541	1238	0.7150	0.8178	0.7150	0.8456
0.151	4.6617	1240	0.6990	0.8178	0.6990	0.8361
0.151	4.6692	1242	0.5920	0.7941	0.5920	0.7694
0.151	4.6767	1244	0.4240	0.8121	0.4240	0.6512
0.151	4.6842	1246	0.3481	0.7549	0.3481	0.5900
0.151	4.6917	1248	0.3392	0.7549	0.3392	0.5824
0.151	4.6992	1250	0.3642	0.8244	0.3642	0.6035
0.151	4.7068	1252	0.4262	0.8521	0.4262	0.6528
0.151	4.7143	1254	0.5437	0.7941	0.5437	0.7374
0.151	4.7218	1256	0.6719	0.7941	0.6719	0.8197
0.151	4.7293	1258	0.6825	0.7941	0.6825	0.8261
0.151	4.7368	1260	0.5914	0.776	0.5914	0.7690
0.151	4.7444	1262	0.4449	0.7175	0.4449	0.6670
0.151	4.7519	1264	0.3368	0.7586	0.3368	0.5804
0.151	4.7594	1266	0.3147	0.7222	0.3147	0.5610
0.151	4.7669	1268	0.3324	0.7586	0.3324	0.5765
0.151	4.7744	1270	0.3825	0.7175	0.3825	0.6185
0.151	4.7820	1272	0.4837	0.7107	0.4837	0.6955
0.151	4.7895	1274	0.5601	0.7879	0.5601	0.7484
0.151	4.7970	1276	0.5671	0.7709	0.5671	0.7530
0.151	4.8045	1278	0.5370	0.7879	0.5370	0.7328
0.151	4.8120	1280	0.4427	0.7175	0.4427	0.6653
0.151	4.8195	1282	0.3593	0.7846	0.3593	0.5994
0.151	4.8271	1284	0.3346	0.7846	0.3346	0.5784
0.151	4.8346	1286	0.3642	0.7522	0.3642	0.6035
0.151	4.8421	1288	0.4268	0.7522	0.4268	0.6533
0.151	4.8496	1290	0.5453	0.7510	0.5453	0.7384
0.151	4.8571	1292	0.6412	0.7941	0.6412	0.8008
0.151	4.8647	1294	0.6970	0.7941	0.6970	0.8349
0.151	4.8722	1296	0.6505	0.7941	0.6505	0.8065
0.151	4.8797	1298	0.5340	0.7510	0.5340	0.7308
0.151	4.8872	1300	0.4188	0.7522	0.4188	0.6471
0.151	4.8947	1302	0.3954	0.7984	0.3954	0.6288
0.151	4.9023	1304	0.4209	0.7795	0.4209	0.6487
0.151	4.9098	1306	0.5028	0.7709	0.5028	0.7091
0.151	4.9173	1308	0.5819	0.7709	0.5819	0.7628
0.151	4.9248	1310	0.6971	0.7941	0.6971	0.8349
0.151	4.9323	1312	0.7189	0.7941	0.7189	0.8479
0.151	4.9398	1314	0.6270	0.7709	0.6270	0.7919
0.151	4.9474	1316	0.4985	0.7961	0.4985	0.7060
0.151	4.9549	1318	0.4207	0.8121	0.4207	0.6486
0.151	4.9624	1320	0.3791	0.8679	0.3791	0.6157
0.151	4.9699	1322	0.3935	0.8372	0.3935	0.6273
0.151	4.9774	1324	0.4554	0.8121	0.4554	0.6748
0.151	4.9850	1326	0.5527	0.7709	0.5527	0.7434
0.151	4.9925	1328	0.6460	0.7709	0.6460	0.8037
0.151	5.0	1330	0.6585	0.8178	0.6585	0.8115
0.151	5.0075	1332	0.5731	0.7709	0.5731	0.7571
0.151	5.0150	1334	0.4526	0.7863	0.4526	0.6728
0.151	5.0226	1336	0.3879	0.8192	0.3879	0.6228
0.151	5.0301	1338	0.3854	0.8192	0.3854	0.6208
0.151	5.0376	1340	0.4274	0.8014	0.4274	0.6538
0.151	5.0451	1342	0.4662	0.7863	0.4662	0.6828
0.151	5.0526	1344	0.5729	0.7879	0.5729	0.7569
0.151	5.0602	1346	0.6681	0.7941	0.6681	0.8174
0.151	5.0677	1348	0.7224	0.7941	0.7224	0.8499
0.151	5.0752	1350	0.7105	0.7941	0.7105	0.8429
0.151	5.0827	1352	0.6381	0.8123	0.6381	0.7988
0.151	5.0902	1354	0.5516	0.7364	0.5516	0.7427
0.151	5.0977	1356	0.5263	0.7544	0.5263	0.7254
0.151	5.1053	1358	0.5066	0.7097	0.5066	0.7117
0.151	5.1128	1360	0.5294	0.7544	0.5294	0.7276
0.151	5.1203	1362	0.5745	0.776	0.5745	0.7580
0.151	5.1278	1364	0.5331	0.8165	0.5331	0.7301
0.151	5.1353	1366	0.4798	0.7568	0.4798	0.6926
0.151	5.1429	1368	0.4335	0.8346	0.4335	0.6584
0.151	5.1504	1370	0.4016	0.7984	0.4016	0.6337
0.151	5.1579	1372	0.3800	0.7984	0.3800	0.6165
0.151	5.1654	1374	0.3864	0.7984	0.3864	0.6216
0.151	5.1729	1376	0.4456	0.7522	0.4456	0.6675
0.151	5.1805	1378	0.4886	0.7273	0.4886	0.6990
0.151	5.1880	1380	0.4943	0.7429	0.4943	0.7031
0.151	5.1955	1382	0.4728	0.8165	0.4728	0.6876
0.151	5.2030	1384	0.4191	0.8780	0.4191	0.6474
0.151	5.2105	1386	0.4254	0.8780	0.4254	0.6522
0.151	5.2180	1388	0.4464	0.8780	0.4464	0.6681
0.151	5.2256	1390	0.4685	0.8165	0.4685	0.6845
0.151	5.2331	1392	0.4870	0.8165	0.4870	0.6979
0.151	5.2406	1394	0.5411	0.8165	0.5411	0.7356
0.151	5.2481	1396	0.5192	0.8165	0.5192	0.7205
0.151	5.2556	1398	0.4497	0.8	0.4497	0.6706
0.151	5.2632	1400	0.3852	0.7522	0.3852	0.6206
0.151	5.2707	1402	0.3553	0.7522	0.3553	0.5961
0.151	5.2782	1404	0.3797	0.7522	0.3797	0.6162
0.151	5.2857	1406	0.3966	0.7522	0.3966	0.6297
0.151	5.2932	1408	0.4021	0.7932	0.4021	0.6341
0.151	5.3008	1410	0.4527	0.8649	0.4527	0.6728
0.151	5.3083	1412	0.5797	0.8165	0.5797	0.7614
0.151	5.3158	1414	0.7069	0.7829	0.7069	0.8408
0.151	5.3233	1416	0.7733	0.8078	0.7733	0.8794
0.151	5.3308	1418	0.7115	0.8078	0.7115	0.8435
0.151	5.3383	1420	0.6270	0.7879	0.6270	0.7918
0.151	5.3459	1422	0.5576	0.8165	0.5576	0.7467
0.151	5.3534	1424	0.4449	0.8	0.4449	0.6670
0.151	5.3609	1426	0.4060	0.7607	0.4060	0.6371
0.151	5.3684	1428	0.4235	0.7607	0.4235	0.6507
0.151	5.3759	1430	0.4515	0.8	0.4515	0.6720
0.151	5.3835	1432	0.4575	0.8	0.4575	0.6764
0.151	5.3910	1434	0.4818	0.7812	0.4818	0.6941
0.151	5.3985	1436	0.5028	0.8028	0.5028	0.7091
0.151	5.4060	1438	0.4737	0.8028	0.4737	0.6882
0.151	5.4135	1440	0.4099	0.8069	0.4099	0.6403
0.151	5.4211	1442	0.3882	0.8511	0.3882	0.6231
0.151	5.4286	1444	0.3376	0.8192	0.3376	0.5811
0.151	5.4361	1446	0.3309	0.7846	0.3309	0.5753
0.151	5.4436	1448	0.3295	0.7846	0.3295	0.5740
0.151	5.4511	1450	0.3631	0.7407	0.3631	0.6026
0.151	5.4586	1452	0.4415	0.8108	0.4415	0.6645
0.151	5.4662	1454	0.5393	0.7812	0.5393	0.7344
0.151	5.4737	1456	0.5770	0.7879	0.5770	0.7596
0.151	5.4812	1458	0.5530	0.7812	0.5530	0.7436
0.151	5.4887	1460	0.4957	0.7812	0.4957	0.7041
0.151	5.4962	1462	0.4744	0.7692	0.4744	0.6888
0.151	5.5038	1464	0.4523	0.7812	0.4523	0.6725
0.151	5.5113	1466	0.4292	0.8108	0.4292	0.6551
0.151	5.5188	1468	0.4212	0.7932	0.4212	0.6490
0.151	5.5263	1470	0.4650	0.7812	0.4650	0.6819
0.151	5.5338	1472	0.5325	0.7812	0.5325	0.7297
0.151	5.5414	1474	0.6177	0.776	0.6177	0.7860
0.151	5.5489	1476	0.6561	0.7941	0.6561	0.8100
0.151	5.5564	1478	0.6171	0.8123	0.6171	0.7856
0.151	5.5639	1480	0.5412	0.7812	0.5412	0.7357
0.151	5.5714	1482	0.4555	0.7812	0.4555	0.6749
0.151	5.5789	1484	0.3929	0.7407	0.3929	0.6268
0.151	5.5865	1486	0.3603	0.7407	0.3603	0.6002
0.151	5.5940	1488	0.3745	0.7407	0.3745	0.6120
0.151	5.6015	1490	0.4243	0.7328	0.4243	0.6513
0.151	5.6090	1492	0.5144	0.7812	0.5144	0.7172
0.151	5.6165	1494	0.6086	0.7879	0.6086	0.7801
0.151	5.6241	1496	0.6205	0.7879	0.6205	0.7877
0.151	5.6316	1498	0.6263	0.7879	0.6263	0.7914
0.1101	5.6391	1500	0.5632	0.8165	0.5632	0.7505
0.1101	5.6466	1502	0.5207	0.7812	0.5207	0.7216
0.1101	5.6541	1504	0.4909	0.7429	0.4909	0.7006
0.1101	5.6617	1506	0.5031	0.7429	0.5031	0.7093
0.1101	5.6692	1508	0.5173	0.7429	0.5173	0.7192
0.1101	5.6767	1510	0.5397	0.7429	0.5397	0.7346
0.1101	5.6842	1512	0.5567	0.7107	0.5567	0.7461
0.1101	5.6917	1514	0.5764	0.7879	0.5764	0.7592
0.1101	5.6992	1516	0.5431	0.7107	0.5431	0.7370
0.1101	5.7068	1518	0.4897	0.7429	0.4897	0.6998
0.1101	5.7143	1520	0.4614	0.7175	0.4614	0.6792
0.1101	5.7218	1522	0.4640	0.7175	0.4640	0.6812
0.1101	5.7293	1524	0.4713	0.7009	0.4713	0.6865
0.1101	5.7368	1526	0.5318	0.776	0.5318	0.7293
0.1101	5.7444	1528	0.5854	0.8123	0.5854	0.7651
0.1101	5.7519	1530	0.6610	0.8123	0.6610	0.8130
0.1101	5.7594	1532	0.6560	0.7986	0.6560	0.8099
0.1101	5.7669	1534	0.6035	0.7986	0.6035	0.7768
0.1101	5.7744	1536	0.5327	0.7986	0.5327	0.7299
0.1101	5.7820	1538	0.5135	0.7986	0.5135	0.7166
0.1101	5.7895	1540	0.4838	0.8256	0.4838	0.6956
0.1101	5.7970	1542	0.4836	0.7986	0.4836	0.6954
0.1101	5.8045	1544	0.5438	0.8123	0.5438	0.7374
0.1101	5.8120	1546	0.6609	0.8123	0.6609	0.8130
0.1101	5.8195	1548	0.7084	0.8123	0.7084	0.8417
0.1101	5.8271	1550	0.7074	0.8123	0.7074	0.8411
0.1101	5.8346	1552	0.6810	0.776	0.6810	0.8252
0.1101	5.8421	1554	0.6335	0.776	0.6335	0.7959
0.1101	5.8496	1556	0.6660	0.776	0.6660	0.8161
0.1101	5.8571	1558	0.6672	0.7449	0.6672	0.8168
0.1101	5.8647	1560	0.6148	0.776	0.6148	0.7841
0.1101	5.8722	1562	0.5841	0.776	0.5841	0.7643
0.1101	5.8797	1564	0.6103	0.8123	0.6103	0.7812
0.1101	5.8872	1566	0.6384	0.8123	0.6384	0.7990
0.1101	5.8947	1568	0.6575	0.8123	0.6575	0.8109
0.1101	5.9023	1570	0.6269	0.8123	0.6269	0.7918
0.1101	5.9098	1572	0.5740	0.8123	0.5740	0.7577
0.1101	5.9173	1574	0.5434	0.8123	0.5434	0.7372
0.1101	5.9248	1576	0.5111	0.7510	0.5111	0.7149
0.1101	5.9323	1578	0.5326	0.7510	0.5326	0.7298
0.1101	5.9398	1580	0.5264	0.7510	0.5264	0.7255
0.1101	5.9474	1582	0.5017	0.7510	0.5017	0.7083
0.1101	5.9549	1584	0.4858	0.7812	0.4858	0.6970
0.1101	5.9624	1586	0.5165	0.7510	0.5165	0.7187
0.1101	5.9699	1588	0.5530	0.7879	0.5530	0.7436
0.1101	5.9774	1590	0.5260	0.7879	0.5260	0.7252
0.1101	5.9850	1592	0.5075	0.8165	0.5075	0.7124
0.1101	5.9925	1594	0.5420	0.7879	0.5420	0.7362
0.1101	6.0	1596	0.5616	0.7879	0.5616	0.7494
0.1101	6.0075	1598	0.5442	0.7879	0.5442	0.7377
0.1101	6.0150	1600	0.5096	0.7879	0.5096	0.7139
0.1101	6.0226	1602	0.4779	0.7812	0.4779	0.6913
0.1101	6.0301	1604	0.4771	0.7510	0.4771	0.6908
0.1101	6.0376	1606	0.5136	0.7510	0.5136	0.7167
0.1101	6.0451	1608	0.5222	0.7510	0.5222	0.7226
0.1101	6.0526	1610	0.4836	0.7510	0.4836	0.6954
0.1101	6.0602	1612	0.4459	0.7342	0.4459	0.6678
0.1101	6.0677	1614	0.4345	0.7342	0.4345	0.6592
0.1101	6.0752	1616	0.4329	0.7342	0.4329	0.6580
0.1101	6.0827	1618	0.4307	0.7742	0.4307	0.6563
0.1101	6.0902	1620	0.4131	0.7742	0.4131	0.6428
0.1101	6.0977	1622	0.4271	0.8108	0.4271	0.6536
0.1101	6.1053	1624	0.4714	0.7926	0.4714	0.6866
0.1101	6.1128	1626	0.5124	0.8165	0.5124	0.7158
0.1101	6.1203	1628	0.5425	0.8165	0.5425	0.7366
0.1101	6.1278	1630	0.5972	0.776	0.5972	0.7728
0.1101	6.1353	1632	0.5980	0.776	0.5980	0.7733
0.1101	6.1429	1634	0.5418	0.776	0.5418	0.7360
0.1101	6.1504	1636	0.4400	0.8	0.4400	0.6633
0.1101	6.1579	1638	0.3715	0.7244	0.3715	0.6095
0.1101	6.1654	1640	0.3519	0.7244	0.3519	0.5932
0.1101	6.1729	1642	0.3691	0.7244	0.3691	0.6076
0.1101	6.1805	1644	0.4267	0.7971	0.4267	0.6532
0.1101	6.1880	1646	0.5017	0.8489	0.5017	0.7083
0.1101	6.1955	1648	0.5683	0.8489	0.5683	0.7538
0.1101	6.2030	1650	0.6024	0.8489	0.6024	0.7762
0.1101	6.2105	1652	0.5968	0.8489	0.5968	0.7725
0.1101	6.2180	1654	0.5547	0.8489	0.5547	0.7448
0.1101	6.2256	1656	0.4794	0.8165	0.4794	0.6924
0.1101	6.2331	1658	0.4208	0.7623	0.4208	0.6487
0.1101	6.2406	1660	0.4130	0.7742	0.4130	0.6426
0.1101	6.2481	1662	0.4206	0.7742	0.4206	0.6485
0.1101	6.2556	1664	0.4470	0.7742	0.4470	0.6686
0.1101	6.2632	1666	0.4459	0.7742	0.4459	0.6678
0.1101	6.2707	1668	0.4422	0.7742	0.4422	0.6650
0.1101	6.2782	1670	0.3974	0.7742	0.3974	0.6304
0.1101	6.2857	1672	0.3746	0.7910	0.3746	0.6120
0.1101	6.2932	1674	0.3854	0.7910	0.3854	0.6208
0.1101	6.3008	1676	0.4216	0.7805	0.4216	0.6493
0.1101	6.3083	1678	0.4565	0.7805	0.4565	0.6757
0.1101	6.3158	1680	0.4345	0.7805	0.4345	0.6592
0.1101	6.3233	1682	0.4160	0.8069	0.4160	0.6450
0.1101	6.3308	1684	0.3770	0.8069	0.3770	0.6140
0.1101	6.3383	1686	0.3716	0.8244	0.3716	0.6096
0.1101	6.3459	1688	0.3933	0.8069	0.3933	0.6271
0.1101	6.3534	1690	0.3802	0.8244	0.3802	0.6166
0.1101	6.3609	1692	0.4055	0.8244	0.4055	0.6368
0.1101	6.3684	1694	0.4574	0.7926	0.4574	0.6763
0.1101	6.3759	1696	0.4715	0.7926	0.4715	0.6866
0.1101	6.3835	1698	0.5056	0.7926	0.5056	0.7111
0.1101	6.3910	1700	0.5113	0.8256	0.5113	0.7151
0.1101	6.3985	1702	0.4747	0.7926	0.4747	0.6890
0.1101	6.4060	1704	0.4590	0.8256	0.4590	0.6775
0.1101	6.4135	1706	0.4413	0.8205	0.4413	0.6643
0.1101	6.4211	1708	0.4088	0.8205	0.4088	0.6394
0.1101	6.4286	1710	0.3916	0.8679	0.3916	0.6258
0.1101	6.4361	1712	0.3834	0.8679	0.3834	0.6192
0.1101	6.4436	1714	0.3670	0.8511	0.3670	0.6058
0.1101	6.4511	1716	0.3572	0.8192	0.3572	0.5977
0.1101	6.4586	1718	0.3684	0.8511	0.3684	0.6070
0.1101	6.4662	1720	0.3950	0.8679	0.3950	0.6285
0.1101	6.4737	1722	0.4500	0.8521	0.4500	0.6708
0.1101	6.4812	1724	0.5133	0.8256	0.5133	0.7165
0.1101	6.4887	1726	0.6131	0.8123	0.6131	0.7830
0.1101	6.4962	1728	0.6562	0.7829	0.6562	0.8101
0.1101	6.5038	1730	0.6597	0.7829	0.6597	0.8122
0.1101	6.5113	1732	0.6294	0.6578	0.6294	0.7934
0.1101	6.5188	1734	0.5614	0.6818	0.5614	0.7493
0.1101	6.5263	1736	0.4852	0.6818	0.4852	0.6966
0.1101	6.5338	1738	0.4431	0.6818	0.4431	0.6657
0.1101	6.5414	1740	0.4009	0.7175	0.4009	0.6332
0.1101	6.5489	1742	0.3910	0.7667	0.3910	0.6253
0.1101	6.5564	1744	0.4230	0.7667	0.4230	0.6504
0.1101	6.5639	1746	0.4885	0.7273	0.4885	0.6989
0.1101	6.5714	1748	0.5653	0.7879	0.5653	0.7519
0.1101	6.5789	1750	0.5690	0.7879	0.5690	0.7543
0.1101	6.5865	1752	0.5389	0.7879	0.5389	0.7341
0.1101	6.5940	1754	0.5130	0.7879	0.5130	0.7163
0.1101	6.6015	1756	0.4742	0.7510	0.4742	0.6886
0.1101	6.6090	1758	0.4172	0.8048	0.4172	0.6459
0.1101	6.6165	1760	0.3712	0.7667	0.3712	0.6093
0.1101	6.6241	1762	0.3517	0.7549	0.3517	0.5931
0.1101	6.6316	1764	0.3647	0.7667	0.3647	0.6039
0.1101	6.6391	1766	0.4059	0.8048	0.4059	0.6371
0.1101	6.6466	1768	0.4430	0.7429	0.4430	0.6656
0.1101	6.6541	1770	0.5062	0.7510	0.5062	0.7115
0.1101	6.6617	1772	0.5765	0.7510	0.5765	0.7593
0.1101	6.6692	1774	0.5814	0.7510	0.5814	0.7625
0.1101	6.6767	1776	0.5584	0.7510	0.5584	0.7472
0.1101	6.6842	1778	0.5076	0.7510	0.5076	0.7125
0.1101	6.6917	1780	0.4867	0.7510	0.4867	0.6976
0.1101	6.6992	1782	0.4477	0.7812	0.4477	0.6691
0.1101	6.7068	1784	0.4333	0.7812	0.4333	0.6582
0.1101	6.7143	1786	0.4167	0.7812	0.4167	0.6455
0.1101	6.7218	1788	0.4216	0.7812	0.4216	0.6493
0.1101	6.7293	1790	0.4426	0.7812	0.4426	0.6653
0.1101	6.7368	1792	0.4609	0.7812	0.4609	0.6789
0.1101	6.7444	1794	0.4961	0.8165	0.4961	0.7043
0.1101	6.7519	1796	0.4912	0.8165	0.4912	0.7009
0.1101	6.7594	1798	0.4529	0.7812	0.4529	0.6729
0.1101	6.7669	1800	0.4138	0.8205	0.4138	0.6433
0.1101	6.7744	1802	0.3827	0.8244	0.3827	0.6186
0.1101	6.7820	1804	0.3602	0.8244	0.3602	0.6001
0.1101	6.7895	1806	0.3731	0.8244	0.3731	0.6108
0.1101	6.7970	1808	0.4113	0.8	0.4113	0.6414
0.1101	6.8045	1810	0.4757	0.7812	0.4757	0.6897
0.1101	6.8120	1812	0.5201	0.7879	0.5201	0.7212
0.1101	6.8195	1814	0.5158	0.7879	0.5158	0.7182
0.1101	6.8271	1816	0.4732	0.7812	0.4732	0.6879
0.1101	6.8346	1818	0.4172	0.8	0.4172	0.6459
0.1101	6.8421	1820	0.3894	0.7175	0.3894	0.6240
0.1101	6.8496	1822	0.3536	0.7522	0.3536	0.5946
0.1101	6.8571	1824	0.3609	0.7522	0.3609	0.6007
0.1101	6.8647	1826	0.4013	0.7607	0.4013	0.6335
0.1101	6.8722	1828	0.4527	0.7812	0.4527	0.6728
0.1101	6.8797	1830	0.5210	0.7879	0.5210	0.7218
0.1101	6.8872	1832	0.5837	0.7879	0.5837	0.7640
0.1101	6.8947	1834	0.5901	0.7879	0.5901	0.7682
0.1101	6.9023	1836	0.5385	0.7879	0.5385	0.7338
0.1101	6.9098	1838	0.4730	0.8165	0.4730	0.6878
0.1101	6.9173	1840	0.4059	0.7863	0.4059	0.6371
0.1101	6.9248	1842	0.3724	0.8244	0.3724	0.6102
0.1101	6.9323	1844	0.3834	0.7863	0.3834	0.6192
0.1101	6.9398	1846	0.4090	0.7863	0.4090	0.6395
0.1101	6.9474	1848	0.4234	0.7692	0.4234	0.6507
0.1101	6.9549	1850	0.4795	0.8165	0.4795	0.6925
0.1101	6.9624	1852	0.5133	0.7879	0.5133	0.7165
0.1101	6.9699	1854	0.5234	0.7879	0.5234	0.7235
0.1101	6.9774	1856	0.5044	0.7879	0.5044	0.7102
0.1101	6.9850	1858	0.4803	0.7879	0.4803	0.6930
0.1101	6.9925	1860	0.4555	0.7510	0.4555	0.6749
0.1101	7.0	1862	0.4637	0.7510	0.4637	0.6810
0.1101	7.0075	1864	0.4591	0.7510	0.4591	0.6776
0.1101	7.0150	1866	0.4410	0.7175	0.4410	0.6641
0.1101	7.0226	1868	0.4093	0.7549	0.4093	0.6398
0.1101	7.0301	1870	0.4077	0.7910	0.4077	0.6385
0.1101	7.0376	1872	0.4339	0.8205	0.4339	0.6587
0.1101	7.0451	1874	0.4589	0.8521	0.4589	0.6774
0.1101	7.0526	1876	0.4969	0.7879	0.4969	0.7049
0.1101	7.0602	1878	0.5183	0.7879	0.5183	0.7199
0.1101	7.0677	1880	0.5091	0.8165	0.5091	0.7135
0.1101	7.0752	1882	0.4784	0.8521	0.4784	0.6917
0.1101	7.0827	1884	0.4623	0.8372	0.4623	0.6799
0.1101	7.0902	1886	0.4750	0.8372	0.4750	0.6892
0.1101	7.0977	1888	0.5153	0.8165	0.5153	0.7178
0.1101	7.1053	1890	0.5157	0.8521	0.5157	0.7181
0.1101	7.1128	1892	0.5124	0.8372	0.5124	0.7158
0.1101	7.1203	1894	0.5294	0.8028	0.5294	0.7276
0.1101	7.1278	1896	0.5292	0.8028	0.5292	0.7275
0.1101	7.1353	1898	0.5143	0.8028	0.5143	0.7171
0.1101	7.1429	1900	0.4756	0.8372	0.4756	0.6896
0.1101	7.1504	1902	0.4392	0.8372	0.4392	0.6627
0.1101	7.1579	1904	0.4397	0.8372	0.4397	0.6631
0.1101	7.1654	1906	0.4825	0.8165	0.4825	0.6946
0.1101	7.1729	1908	0.4878	0.8165	0.4878	0.6984
0.1101	7.1805	1910	0.4808	0.8165	0.4808	0.6934
0.1101	7.1880	1912	0.4460	0.7429	0.4460	0.6679
0.1101	7.1955	1914	0.4370	0.7692	0.4370	0.6611
0.1101	7.2030	1916	0.4151	0.8069	0.4151	0.6443
0.1101	7.2105	1918	0.4199	0.8372	0.4199	0.6480
0.1101	7.2180	1920	0.4619	0.8028	0.4619	0.6796
0.1101	7.2256	1922	0.5093	0.8028	0.5093	0.7137
0.1101	7.2331	1924	0.5099	0.8028	0.5099	0.7141
0.1101	7.2406	1926	0.4969	0.8028	0.4969	0.7049
0.1101	7.2481	1928	0.4384	0.8028	0.4384	0.6621
0.1101	7.2556	1930	0.3825	0.8618	0.3825	0.6185
0.1101	7.2632	1932	0.3458	0.8511	0.3458	0.5881
0.1101	7.2707	1934	0.3275	0.8192	0.3275	0.5723
0.1101	7.2782	1936	0.3274	0.8192	0.3274	0.5721
0.1101	7.2857	1938	0.3480	0.8151	0.3480	0.5899
0.1101	7.2932	1940	0.3763	0.8151	0.3763	0.6134
0.1101	7.3008	1942	0.4311	0.8165	0.4311	0.6566
0.1101	7.3083	1944	0.4901	0.8165	0.4901	0.7001
0.1101	7.3158	1946	0.5300	0.8165	0.5300	0.7280
0.1101	7.3233	1948	0.5206	0.8165	0.5206	0.7215
0.1101	7.3308	1950	0.4814	0.8165	0.4814	0.6938
0.1101	7.3383	1952	0.4652	0.8	0.4652	0.6821
0.1101	7.3459	1954	0.4427	0.7607	0.4427	0.6654
0.1101	7.3534	1956	0.4564	0.7607	0.4564	0.6756
0.1101	7.3609	1958	0.4629	0.8	0.4629	0.6804
0.1101	7.3684	1960	0.4558	0.8	0.4558	0.6751
0.1101	7.3759	1962	0.4432	0.8	0.4432	0.6658
0.1101	7.3835	1964	0.4489	0.8	0.4489	0.6700
0.1101	7.3910	1966	0.4536	0.8165	0.4536	0.6735
0.1101	7.3985	1968	0.4470	0.8165	0.4470	0.6686
0.1101	7.4060	1970	0.4262	0.7692	0.4262	0.6528
0.1101	7.4135	1972	0.4063	0.7863	0.4063	0.6374
0.1101	7.4211	1974	0.4125	0.7692	0.4125	0.6423
0.1101	7.4286	1976	0.4316	0.7812	0.4316	0.6570
0.1101	7.4361	1978	0.4177	0.7812	0.4177	0.6463
0.1101	7.4436	1980	0.3943	0.8151	0.3943	0.6279
0.1101	7.4511	1982	0.4076	0.8306	0.4076	0.6384
0.1101	7.4586	1984	0.4191	0.8	0.4191	0.6474
0.1101	7.4662	1986	0.4646	0.7812	0.4646	0.6816
0.1101	7.4737	1988	0.5191	0.7879	0.5191	0.7205
0.1101	7.4812	1990	0.5766	0.7879	0.5766	0.7593
0.1101	7.4887	1992	0.6324	0.7879	0.6324	0.7953
0.1101	7.4962	1994	0.6531	0.8123	0.6531	0.8082
0.1101	7.5038	1996	0.6291	0.7879	0.6291	0.7931
0.1101	7.5113	1998	0.5723	0.7510	0.5723	0.7565
0.0717	7.5188	2000	0.5163	0.7686	0.5163	0.7185
0.0717	7.5263	2002	0.4661	0.7607	0.4661	0.6827
0.0717	7.5338	2004	0.4192	0.7175	0.4192	0.6475
0.0717	7.5414	2006	0.4041	0.7175	0.4041	0.6357
0.0717	7.5489	2008	0.4150	0.7607	0.4150	0.6442
0.0717	7.5564	2010	0.4313	0.8048	0.4313	0.6568
0.0717	7.5639	2012	0.4666	0.7812	0.4666	0.6831
0.0717	7.5714	2014	0.5168	0.7879	0.5168	0.7189
0.0717	7.5789	2016	0.5465	0.7879	0.5465	0.7392
0.0717	7.5865	2018	0.5765	0.7879	0.5765	0.7593
0.0717	7.5940	2020	0.5633	0.7879	0.5633	0.7506
0.0717	7.6015	2022	0.5210	0.8165	0.5210	0.7218
0.0717	7.6090	2024	0.4725	0.8521	0.4725	0.6874
0.0717	7.6165	2026	0.4218	0.8397	0.4218	0.6495
0.0717	7.6241	2028	0.4096	0.8048	0.4096	0.6400
0.0717	7.6316	2030	0.4148	0.8048	0.4148	0.6441
0.0717	7.6391	2032	0.4227	0.8397	0.4227	0.6502
0.0717	7.6466	2034	0.4155	0.8048	0.4155	0.6446
0.0717	7.6541	2036	0.4096	0.8397	0.4096	0.6400
0.0717	7.6617	2038	0.4148	0.8397	0.4148	0.6441
0.0717	7.6692	2040	0.4328	0.8521	0.4328	0.6579
0.0717	7.6767	2042	0.4628	0.8521	0.4628	0.6803
0.0717	7.6842	2044	0.4910	0.8521	0.4910	0.7007
0.0717	7.6917	2046	0.5159	0.8521	0.5159	0.7183
0.0717	7.6992	2048	0.5624	0.8256	0.5624	0.7500
0.0717	7.7068	2050	0.6057	0.7879	0.6057	0.7783
0.0717	7.7143	2052	0.6226	0.7879	0.6226	0.7891
0.0717	7.7218	2054	0.6108	0.7879	0.6108	0.7815
0.0717	7.7293	2056	0.5660	0.7879	0.5660	0.7524
0.0717	7.7368	2058	0.5205	0.8165	0.5205	0.7214
0.0717	7.7444	2060	0.4656	0.8521	0.4656	0.6823
0.0717	7.7519	2062	0.4323	0.8397	0.4323	0.6575
0.0717	7.7594	2064	0.4239	0.8397	0.4239	0.6511
0.0717	7.7669	2066	0.4494	0.8521	0.4494	0.6704
0.0717	7.7744	2068	0.5053	0.8521	0.5053	0.7108
0.0717	7.7820	2070	0.5498	0.7879	0.5498	0.7415
0.0717	7.7895	2072	0.5806	0.7879	0.5806	0.7619
0.0717	7.7970	2074	0.5899	0.7879	0.5899	0.7681
0.0717	7.8045	2076	0.5617	0.7879	0.5617	0.7495
0.0717	7.8120	2078	0.5261	0.8165	0.5261	0.7253
0.0717	7.8195	2080	0.5067	0.8165	0.5067	0.7118
0.0717	7.8271	2082	0.4869	0.8165	0.4869	0.6978
0.0717	7.8346	2084	0.4812	0.8165	0.4812	0.6937
0.0717	7.8421	2086	0.5062	0.8165	0.5062	0.7115
0.0717	7.8496	2088	0.5417	0.8165	0.5417	0.7360
0.0717	7.8571	2090	0.5491	0.8165	0.5491	0.7410
0.0717	7.8647	2092	0.5564	0.8165	0.5564	0.7459
0.0717	7.8722	2094	0.5232	0.8165	0.5232	0.7233
0.0717	7.8797	2096	0.4733	0.8165	0.4733	0.6880
0.0717	7.8872	2098	0.4291	0.8	0.4291	0.6551
0.0717	7.8947	2100	0.4089	0.8	0.4089	0.6395
0.0717	7.9023	2102	0.4172	0.8	0.4172	0.6459
0.0717	7.9098	2104	0.4222	0.8	0.4222	0.6498
0.0717	7.9173	2106	0.4349	0.8	0.4349	0.6594
0.0717	7.9248	2108	0.4443	0.8	0.4443	0.6666
0.0717	7.9323	2110	0.4618	0.8	0.4618	0.6796
0.0717	7.9398	2112	0.4701	0.8	0.4701	0.6857
0.0717	7.9474	2114	0.4866	0.8	0.4866	0.6976
0.0717	7.9549	2116	0.5167	0.7812	0.5167	0.7188
0.0717	7.9624	2118	0.5508	0.8165	0.5508	0.7421
0.0717	7.9699	2120	0.6047	0.7879	0.6047	0.7776
0.0717	7.9774	2122	0.6493	0.7879	0.6493	0.8058
0.0717	7.9850	2124	0.7009	0.7586	0.7009	0.8372
0.0717	7.9925	2126	0.7156	0.7586	0.7156	0.8460
0.0717	8.0	2128	0.7092	0.7586	0.7092	0.8421
0.0717	8.0075	2130	0.6850	0.7586	0.6850	0.8276
0.0717	8.0150	2132	0.6317	0.7879	0.6317	0.7948
0.0717	8.0226	2134	0.5686	0.8165	0.5686	0.7540
0.0717	8.0301	2136	0.5189	0.7812	0.5189	0.7203
0.0717	8.0376	2138	0.4673	0.8	0.4673	0.6836
0.0717	8.0451	2140	0.4542	0.7607	0.4542	0.6739
0.0717	8.0526	2142	0.4565	0.8	0.4565	0.6757
0.0717	8.0602	2144	0.4789	0.8	0.4789	0.6920
0.0717	8.0677	2146	0.5160	0.8165	0.5160	0.7183
0.0717	8.0752	2148	0.5547	0.8165	0.5547	0.7448
0.0717	8.0827	2150	0.5729	0.8165	0.5729	0.7569
0.0717	8.0902	2152	0.5809	0.8165	0.5809	0.7622
0.0717	8.0977	2154	0.6027	0.7879	0.6027	0.7763
0.0717	8.1053	2156	0.6149	0.7879	0.6149	0.7842
0.0717	8.1128	2158	0.6209	0.7879	0.6209	0.7880
0.0717	8.1203	2160	0.6451	0.7879	0.6451	0.8032
0.0717	8.1278	2162	0.6393	0.7879	0.6393	0.7996
0.0717	8.1353	2164	0.6163	0.7879	0.6163	0.7850
0.0717	8.1429	2166	0.5815	0.8165	0.5815	0.7626
0.0717	8.1504	2168	0.5268	0.8165	0.5268	0.7258
0.0717	8.1579	2170	0.4797	0.8165	0.4797	0.6926
0.0717	8.1654	2172	0.4476	0.8359	0.4476	0.6690
0.0717	8.1729	2174	0.4352	0.8359	0.4352	0.6597
0.0717	8.1805	2176	0.4414	0.8359	0.4414	0.6644
0.0717	8.1880	2178	0.4482	0.8165	0.4482	0.6695
0.0717	8.1955	2180	0.4617	0.8165	0.4617	0.6795
0.0717	8.2030	2182	0.4886	0.8165	0.4886	0.6990
0.0717	8.2105	2184	0.5188	0.8165	0.5188	0.7203
0.0717	8.2180	2186	0.5403	0.8165	0.5403	0.7350
0.0717	8.2256	2188	0.5563	0.8165	0.5563	0.7459
0.0717	8.2331	2190	0.5517	0.8165	0.5517	0.7428
0.0717	8.2406	2192	0.5387	0.8165	0.5387	0.7339
0.0717	8.2481	2194	0.5308	0.8165	0.5308	0.7286
0.0717	8.2556	2196	0.5015	0.8165	0.5015	0.7081
0.0717	8.2632	2198	0.4714	0.8	0.4714	0.6866
0.0717	8.2707	2200	0.4434	0.7607	0.4434	0.6659
0.0717	8.2782	2202	0.4347	0.7607	0.4347	0.6593
0.0717	8.2857	2204	0.4447	0.7607	0.4447	0.6669
0.0717	8.2932	2206	0.4709	0.7607	0.4709	0.6862
0.0717	8.3008	2208	0.5110	0.7607	0.5110	0.7149
0.0717	8.3083	2210	0.5671	0.7879	0.5671	0.7530
0.0717	8.3158	2212	0.6029	0.7879	0.6029	0.7765
0.0717	8.3233	2214	0.6112	0.7879	0.6112	0.7818
0.0717	8.3308	2216	0.6173	0.7879	0.6173	0.7857
0.0717	8.3383	2218	0.5935	0.7879	0.5935	0.7704
0.0717	8.3459	2220	0.5561	0.7879	0.5561	0.7457
0.0717	8.3534	2222	0.5295	0.8165	0.5295	0.7276
0.0717	8.3609	2224	0.5105	0.8165	0.5105	0.7145
0.0717	8.3684	2226	0.4973	0.8165	0.4973	0.7052
0.0717	8.3759	2228	0.4991	0.8165	0.4991	0.7065
0.0717	8.3835	2230	0.4982	0.8165	0.4982	0.7058
0.0717	8.3910	2232	0.5114	0.8165	0.5114	0.7151
0.0717	8.3985	2234	0.5158	0.8165	0.5158	0.7182
0.0717	8.4060	2236	0.5138	0.8165	0.5138	0.7168
0.0717	8.4135	2238	0.5070	0.8165	0.5070	0.7120
0.0717	8.4211	2240	0.4953	0.8165	0.4953	0.7038
0.0717	8.4286	2242	0.4762	0.8521	0.4762	0.6900
0.0717	8.4361	2244	0.4747	0.8521	0.4747	0.6890
0.0717	8.4436	2246	0.4715	0.8718	0.4715	0.6867
0.0717	8.4511	2248	0.4510	0.8718	0.4510	0.6716
0.0717	8.4586	2250	0.4472	0.8718	0.4472	0.6687
0.0717	8.4662	2252	0.4543	0.8521	0.4543	0.6740
0.0717	8.4737	2254	0.4653	0.8521	0.4653	0.6821
0.0717	8.4812	2256	0.4859	0.8521	0.4859	0.6970
0.0717	8.4887	2258	0.5039	0.8521	0.5039	0.7099
0.0717	8.4962	2260	0.5021	0.8521	0.5021	0.7086
0.0717	8.5038	2262	0.5181	0.8165	0.5181	0.7198
0.0717	8.5113	2264	0.5357	0.8165	0.5357	0.7319
0.0717	8.5188	2266	0.5441	0.7879	0.5441	0.7376
0.0717	8.5263	2268	0.5424	0.7879	0.5424	0.7365
0.0717	8.5338	2270	0.5298	0.7879	0.5298	0.7279
0.0717	8.5414	2272	0.4992	0.8165	0.4992	0.7066
0.0717	8.5489	2274	0.4591	0.8	0.4591	0.6776
0.0717	8.5564	2276	0.4393	0.7607	0.4393	0.6628
0.0717	8.5639	2278	0.4411	0.7607	0.4411	0.6642
0.0717	8.5714	2280	0.4572	0.8	0.4572	0.6762
0.0717	8.5789	2282	0.4870	0.8359	0.4870	0.6978
0.0717	8.5865	2284	0.5222	0.7879	0.5222	0.7226
0.0717	8.5940	2286	0.5289	0.7879	0.5289	0.7273
0.0717	8.6015	2288	0.5247	0.7879	0.5247	0.7244
0.0717	8.6090	2290	0.5349	0.7879	0.5349	0.7314
0.0717	8.6165	2292	0.5348	0.7879	0.5348	0.7313
0.0717	8.6241	2294	0.5222	0.7879	0.5222	0.7226
0.0717	8.6316	2296	0.5060	0.8165	0.5060	0.7113
0.0717	8.6391	2298	0.5048	0.8165	0.5048	0.7105
0.0717	8.6466	2300	0.4911	0.8165	0.4911	0.7008
0.0717	8.6541	2302	0.4772	0.8165	0.4772	0.6908
0.0717	8.6617	2304	0.4773	0.8165	0.4773	0.6909
0.0717	8.6692	2306	0.4819	0.8165	0.4819	0.6942
0.0717	8.6767	2308	0.4784	0.8165	0.4784	0.6916
0.0717	8.6842	2310	0.4843	0.8165	0.4843	0.6959
0.0717	8.6917	2312	0.4801	0.8165	0.4801	0.6929
0.0717	8.6992	2314	0.4823	0.8165	0.4823	0.6945
0.0717	8.7068	2316	0.4752	0.8165	0.4752	0.6893
0.0717	8.7143	2318	0.4661	0.8718	0.4661	0.6827
0.0717	8.7218	2320	0.4659	0.8521	0.4659	0.6826
0.0717	8.7293	2322	0.4768	0.8521	0.4768	0.6905
0.0717	8.7368	2324	0.5050	0.8256	0.5050	0.7106
0.0717	8.7444	2326	0.5339	0.7879	0.5339	0.7307
0.0717	8.7519	2328	0.5481	0.7879	0.5481	0.7403
0.0717	8.7594	2330	0.5473	0.7879	0.5473	0.7398
0.0717	8.7669	2332	0.5402	0.7879	0.5402	0.7349
0.0717	8.7744	2334	0.5261	0.7879	0.5261	0.7253
0.0717	8.7820	2336	0.4975	0.8256	0.4975	0.7053
0.0717	8.7895	2338	0.4596	0.8718	0.4596	0.6780
0.0717	8.7970	2340	0.4352	0.8397	0.4352	0.6597
0.0717	8.8045	2342	0.4205	0.8397	0.4205	0.6485
0.0717	8.8120	2344	0.4212	0.8397	0.4212	0.6490
0.0717	8.8195	2346	0.4327	0.8397	0.4327	0.6578
0.0717	8.8271	2348	0.4497	0.8397	0.4497	0.6706
0.0717	8.8346	2350	0.4734	0.8521	0.4734	0.6881
0.0717	8.8421	2352	0.5002	0.8256	0.5002	0.7073
0.0717	8.8496	2354	0.5265	0.7879	0.5265	0.7256
0.0717	8.8571	2356	0.5408	0.7879	0.5408	0.7354
0.0717	8.8647	2358	0.5416	0.7879	0.5416	0.7359
0.0717	8.8722	2360	0.5282	0.7879	0.5282	0.7268
0.0717	8.8797	2362	0.5093	0.7879	0.5093	0.7137
0.0717	8.8872	2364	0.4909	0.7510	0.4909	0.7007
0.0717	8.8947	2366	0.4689	0.8397	0.4689	0.6848
0.0717	8.9023	2368	0.4568	0.8397	0.4568	0.6759
0.0717	8.9098	2370	0.4525	0.8397	0.4525	0.6727
0.0717	8.9173	2372	0.4605	0.8205	0.4605	0.6786
0.0717	8.9248	2374	0.4581	0.8205	0.4581	0.6768
0.0717	8.9323	2376	0.4531	0.8205	0.4531	0.6731
0.0717	8.9398	2378	0.4610	0.8205	0.4610	0.6790
0.0717	8.9474	2380	0.4623	0.8205	0.4623	0.6800
0.0717	8.9549	2382	0.4615	0.8205	0.4615	0.6794
0.0717	8.9624	2384	0.4671	0.8205	0.4671	0.6835
0.0717	8.9699	2386	0.4791	0.8521	0.4791	0.6922
0.0717	8.9774	2388	0.4932	0.8165	0.4932	0.7023
0.0717	8.9850	2390	0.5010	0.8165	0.5010	0.7078
0.0717	8.9925	2392	0.4991	0.8165	0.4991	0.7065
0.0717	9.0	2394	0.4882	0.8521	0.4882	0.6987
0.0717	9.0075	2396	0.4751	0.8205	0.4751	0.6893
0.0717	9.0150	2398	0.4598	0.8397	0.4598	0.6781
0.0717	9.0226	2400	0.4470	0.8397	0.4470	0.6686
0.0717	9.0301	2402	0.4452	0.8397	0.4452	0.6672
0.0717	9.0376	2404	0.4555	0.8397	0.4555	0.6749
0.0717	9.0451	2406	0.4764	0.8205	0.4764	0.6902
0.0717	9.0526	2408	0.5082	0.8521	0.5082	0.7129
0.0717	9.0602	2410	0.5348	0.7879	0.5348	0.7313
0.0717	9.0677	2412	0.5482	0.7879	0.5482	0.7404
0.0717	9.0752	2414	0.5488	0.7879	0.5488	0.7408
0.0717	9.0827	2416	0.5349	0.7879	0.5349	0.7314
0.0717	9.0902	2418	0.5242	0.7879	0.5242	0.7240
0.0717	9.0977	2420	0.5150	0.8256	0.5150	0.7176
0.0717	9.1053	2422	0.5066	0.8521	0.5066	0.7117
0.0717	9.1128	2424	0.4952	0.8205	0.4952	0.7037
0.0717	9.1203	2426	0.4883	0.8205	0.4883	0.6988
0.0717	9.1278	2428	0.4860	0.8205	0.4860	0.6972
0.0717	9.1353	2430	0.4932	0.8205	0.4932	0.7023
0.0717	9.1429	2432	0.5035	0.8521	0.5035	0.7096
0.0717	9.1504	2434	0.5080	0.8165	0.5080	0.7127
0.0717	9.1579	2436	0.5137	0.7879	0.5137	0.7167
0.0717	9.1654	2438	0.5118	0.8165	0.5118	0.7154
0.0717	9.1729	2440	0.5038	0.8521	0.5038	0.7098
0.0717	9.1805	2442	0.4952	0.8521	0.4952	0.7037
0.0717	9.1880	2444	0.4898	0.8521	0.4898	0.6999
0.0717	9.1955	2446	0.4845	0.8521	0.4845	0.6960
0.0717	9.2030	2448	0.4838	0.8521	0.4838	0.6956
0.0717	9.2105	2450	0.4805	0.8521	0.4805	0.6932
0.0717	9.2180	2452	0.4666	0.8521	0.4666	0.6831
0.0717	9.2256	2454	0.4473	0.8521	0.4473	0.6688
0.0717	9.2331	2456	0.4329	0.8718	0.4329	0.6580
0.0717	9.2406	2458	0.4304	0.8718	0.4304	0.6561
0.0717	9.2481	2460	0.4310	0.8718	0.4310	0.6565
0.0717	9.2556	2462	0.4341	0.8718	0.4341	0.6589
0.0717	9.2632	2464	0.4422	0.8521	0.4422	0.6649
0.0717	9.2707	2466	0.4588	0.8521	0.4588	0.6774
0.0717	9.2782	2468	0.4725	0.8521	0.4725	0.6874
0.0717	9.2857	2470	0.4833	0.8521	0.4833	0.6952
0.0717	9.2932	2472	0.4852	0.8521	0.4852	0.6965
0.0717	9.3008	2474	0.4922	0.8521	0.4922	0.7016
0.0717	9.3083	2476	0.5009	0.8521	0.5009	0.7078
0.0717	9.3158	2478	0.5035	0.8521	0.5035	0.7096
0.0717	9.3233	2480	0.5034	0.8521	0.5034	0.7095
0.0717	9.3308	2482	0.4982	0.8521	0.4982	0.7058
0.0717	9.3383	2484	0.4953	0.8521	0.4953	0.7038
0.0717	9.3459	2486	0.4914	0.8521	0.4914	0.7010
0.0717	9.3534	2488	0.4875	0.8521	0.4875	0.6982
0.0717	9.3609	2490	0.4787	0.8718	0.4787	0.6919
0.0717	9.3684	2492	0.4728	0.8718	0.4728	0.6876
0.0717	9.3759	2494	0.4707	0.8718	0.4707	0.6861
0.0717	9.3835	2496	0.4666	0.8718	0.4666	0.6831
0.0717	9.3910	2498	0.4643	0.8397	0.4643	0.6814
0.0599	9.3985	2500	0.4693	0.8397	0.4693	0.6851
0.0599	9.4060	2502	0.4726	0.8397	0.4726	0.6875
0.0599	9.4135	2504	0.4803	0.8718	0.4803	0.6930
0.0599	9.4211	2506	0.4904	0.8359	0.4904	0.7003
0.0599	9.4286	2508	0.4966	0.8165	0.4966	0.7047
0.0599	9.4361	2510	0.5019	0.8165	0.5019	0.7085
0.0599	9.4436	2512	0.5065	0.8165	0.5065	0.7117
0.0599	9.4511	2514	0.5063	0.8165	0.5063	0.7115
0.0599	9.4586	2516	0.5036	0.8165	0.5036	0.7096
0.0599	9.4662	2518	0.4966	0.8521	0.4966	0.7047
0.0599	9.4737	2520	0.4930	0.8521	0.4930	0.7021
0.0599	9.4812	2522	0.4906	0.8521	0.4906	0.7005
0.0599	9.4887	2524	0.4838	0.8521	0.4838	0.6955
0.0599	9.4962	2526	0.4765	0.8521	0.4765	0.6903
0.0599	9.5038	2528	0.4760	0.8521	0.4760	0.6900
0.0599	9.5113	2530	0.4757	0.8521	0.4757	0.6897
0.0599	9.5188	2532	0.4793	0.8521	0.4793	0.6923
0.0599	9.5263	2534	0.4839	0.8521	0.4839	0.6956
0.0599	9.5338	2536	0.4880	0.8521	0.4880	0.6986
0.0599	9.5414	2538	0.4877	0.8521	0.4877	0.6984
0.0599	9.5489	2540	0.4838	0.8521	0.4838	0.6956
0.0599	9.5564	2542	0.4815	0.8521	0.4815	0.6939
0.0599	9.5639	2544	0.4774	0.8521	0.4774	0.6909
0.0599	9.5714	2546	0.4763	0.8521	0.4763	0.6901
0.0599	9.5789	2548	0.4724	0.8521	0.4724	0.6873
0.0599	9.5865	2550	0.4747	0.8521	0.4747	0.6890
0.0599	9.5940	2552	0.4771	0.8521	0.4771	0.6907
0.0599	9.6015	2554	0.4778	0.8718	0.4778	0.6913
0.0599	9.6090	2556	0.4790	0.8718	0.4790	0.6921
0.0599	9.6165	2558	0.4776	0.8718	0.4776	0.6911
0.0599	9.6241	2560	0.4763	0.8718	0.4763	0.6901
0.0599	9.6316	2562	0.4741	0.8397	0.4741	0.6885
0.0599	9.6391	2564	0.4705	0.8397	0.4705	0.6859
0.0599	9.6466	2566	0.4659	0.8397	0.4659	0.6826
0.0599	9.6541	2568	0.4652	0.8397	0.4652	0.6821
0.0599	9.6617	2570	0.4630	0.8397	0.4630	0.6805
0.0599	9.6692	2572	0.4641	0.8397	0.4641	0.6812
0.0599	9.6767	2574	0.4674	0.8397	0.4674	0.6836
0.0599	9.6842	2576	0.4712	0.8397	0.4712	0.6864
0.0599	9.6917	2578	0.4715	0.8397	0.4715	0.6867
0.0599	9.6992	2580	0.4699	0.8397	0.4699	0.6855
0.0599	9.7068	2582	0.4713	0.8718	0.4713	0.6865
0.0599	9.7143	2584	0.4737	0.8718	0.4737	0.6882
0.0599	9.7218	2586	0.4795	0.8718	0.4795	0.6924
0.0599	9.7293	2588	0.4845	0.8521	0.4845	0.6961
0.0599	9.7368	2590	0.4921	0.8521	0.4921	0.7015
0.0599	9.7444	2592	0.4979	0.8521	0.4979	0.7056
0.0599	9.7519	2594	0.5026	0.8521	0.5026	0.7089
0.0599	9.7594	2596	0.5056	0.8521	0.5056	0.7111
0.0599	9.7669	2598	0.5067	0.8521	0.5067	0.7118
0.0599	9.7744	2600	0.5086	0.8165	0.5086	0.7132
0.0599	9.7820	2602	0.5080	0.8165	0.5080	0.7127
0.0599	9.7895	2604	0.5074	0.8165	0.5074	0.7123
0.0599	9.7970	2606	0.5047	0.8165	0.5047	0.7105
0.0599	9.8045	2608	0.5035	0.8165	0.5035	0.7096
0.0599	9.8120	2610	0.5018	0.8165	0.5018	0.7083
0.0599	9.8195	2612	0.5000	0.8165	0.5000	0.7071
0.0599	9.8271	2614	0.4980	0.8165	0.4980	0.7057
0.0599	9.8346	2616	0.4948	0.8521	0.4948	0.7035
0.0599	9.8421	2618	0.4924	0.8521	0.4924	0.7017
0.0599	9.8496	2620	0.4896	0.8521	0.4896	0.6997
0.0599	9.8571	2622	0.4861	0.8521	0.4861	0.6972
0.0599	9.8647	2624	0.4846	0.8521	0.4846	0.6961
0.0599	9.8722	2626	0.4848	0.8521	0.4848	0.6963
0.0599	9.8797	2628	0.4854	0.8521	0.4854	0.6967
0.0599	9.8872	2630	0.4867	0.8521	0.4867	0.6977
0.0599	9.8947	2632	0.4879	0.8521	0.4879	0.6985
0.0599	9.9023	2634	0.4890	0.8521	0.4890	0.6993
0.0599	9.9098	2636	0.4902	0.8521	0.4902	0.7002
0.0599	9.9173	2638	0.4908	0.8521	0.4908	0.7006
0.0599	9.9248	2640	0.4919	0.8165	0.4919	0.7014
0.0599	9.9323	2642	0.4928	0.8165	0.4928	0.7020
0.0599	9.9398	2644	0.4931	0.8165	0.4931	0.7022
0.0599	9.9474	2646	0.4935	0.8165	0.4935	0.7025
0.0599	9.9549	2648	0.4938	0.8165	0.4938	0.7027
0.0599	9.9624	2650	0.4938	0.8165	0.4938	0.7027
0.0599	9.9699	2652	0.4941	0.8165	0.4941	0.7029
0.0599	9.9774	2654	0.4946	0.8165	0.4946	0.7033
0.0599	9.9850	2656	0.4949	0.8165	0.4949	0.7035
0.0599	9.9925	2658	0.4951	0.8165	0.4951	0.7037
0.0599	10.0	2660	0.4952	0.8165	0.4952	0.7037

Framework versions

—Transformers 4.44.2
—Pytorch 2.4.0+cu118
—Datasets 2.21.0
—Tokenizers 0.19.1